CASA-GFED3 Land Carbon Flux

Global, monthly 0.5 degree resolution Net Primary Production (NPP), heterotrophic respiration (Rh), wildfire emissions (FIRE), and fuel wood burning emissions (FUEL) derived from the (CASA-GFED3) model, version 3
Author

Siddharth Chaudhary, Vishal Gaur

Run this notebook

You can launch this notebook in the US GHG Center JupyterHub by clicking the link below.

Launch in the US GHG Center JupyterHub (requires access)

Approach

  1. Identify available dates and temporal frequency of observations for a given collection using the GHGC API /stac endpoint. The collection processed in this notebook is the Land-Atmosphere Carbon Flux data product.
  2. Pass the STAC item into the raster API /collections/{collection_id}/items/{item_id}/tilejson.json endpoint.
  3. Using folium.plugins.DualMap, visualize two tiles (side-by-side), allowing time point comparison.
  4. After the visualization, perform zonal statistics for a given polygon.

About the Data

This dataset presents a variety of carbon flux parameters derived from the Carnegie-Ames-Stanford-Approach – Global Fire Emissions Database version 3 (CASA-GFED3) model. The model’s input data includes air temperature, precipitation, incident solar radiation, a soil classification map, and a number of satellite derived products. All model calculations are driven by analyzed meteorological data from NASA’s Modern-Era Retrospective analysis for Research and Application, Version 2 (MERRA-2). The resulting product provides monthly, global data at 0.5 degree resolution from January 2003 through December 2017. It includes the following carbon flux variables expressed in units of kilograms of carbon per square meter per month (kg Carbon m²/mon) from the following sources: net primary production (NPP), net ecosystem exchange (NEE), heterotrophic respiration (Rh), wildfire emissions (FIRE), and fuel wood burning emissions (FUEL). This product and earlier versions of MERRA-driven CASA-GFED carbon fluxes have been used in a number of atmospheric CO₂ transport studies, and through the support of NASA’s Carbon Monitoring System (CMS), it helps characterize, quantify, understand and predict the evolution of global carbon sources and sinks.

Installing the Required Libraries

Required libraries are pre-installed on the GHG Center Hub. If you need to run this notebook elsewhere, please install them with this line in a code cell:

%pip install requests, folium, rasterstats, pystac_client, pandas, matplotlib

Querying the STAC API

Please run the next cell to import the required libraries.

import requests
import folium
import folium.plugins
from folium import Map, TileLayer 
from pystac_client import Client 
import branca 
import pandas as pd
import matplotlib.pyplot as plt
/Users/rrimal/Library/Python/3.9/lib/python/site-packages/urllib3/__init__.py:35: NotOpenSSLWarning: urllib3 v2 only supports OpenSSL 1.1.1+, currently the 'ssl' module is compiled with 'LibreSSL 2.8.3'. See: https://github.com/urllib3/urllib3/issues/3020
  warnings.warn(
# Provide STAC and RASTER API endpoints
STAC_API_URL = "https://earth.gov/ghgcenter/api/stac"
RASTER_API_URL = "https://earth.gov/ghgcenter/api/raster"

# Please use the collection name similar to the one used in the STAC collection.
# Name of the collection for CASA GFED Land-Atmosphere Carbon Flux monthly emissions. 
collection_name = "casagfed-carbonflux-monthgrid-v3"
# Fetch the collection from STAC collections using the appropriate endpoint
# the 'requests' library allows a HTTP request possible
collection = requests.get(f"{STAC_API_URL}/collections/{collection_name}").json()
collection
{'id': 'casagfed-carbonflux-monthgrid-v3',
 'type': 'Collection',
 'links': [{'rel': 'items',
   'type': 'application/geo+json',
   'href': 'https://earth.gov/ghgcenter/api/stac/collections/casagfed-carbonflux-monthgrid-v3/items'},
  {'rel': 'parent',
   'type': 'application/json',
   'href': 'https://earth.gov/ghgcenter/api/stac/'},
  {'rel': 'root',
   'type': 'application/json',
   'href': 'https://earth.gov/ghgcenter/api/stac/'},
  {'rel': 'self',
   'type': 'application/json',
   'href': 'https://earth.gov/ghgcenter/api/stac/collections/casagfed-carbonflux-monthgrid-v3'}],
 'title': 'CASA-GFED3 Land Carbon Flux v3',
 'extent': {'spatial': {'bbox': [[-180.0, -90.0, 180.0, 90.0]]},
  'temporal': {'interval': [['2003-01-01T00:00:00+00:00',
     '2017-12-31T00:00:00+00:00']]}},
 'license': 'CC0-1.0',
 'renders': {'rh': {'assets': ['rh'],
   'rescale': [[0, 0.3]],
   'colormap_name': 'purd'},
  'nee': {'assets': ['nee'],
   'rescale': [[-0.1, 0.1]],
   'colormap_name': 'coolwarm'},
  'npp': {'assets': ['npp'], 'rescale': [[0, 0.3]], 'colormap_name': 'purd'},
  'fire': {'assets': ['fire'], 'rescale': [[0, 0.3]], 'colormap_name': 'purd'},
  'fuel': {'assets': ['fuel'],
   'rescale': [[0, 0.03]],
   'colormap_name': 'bupu'}},
 'summaries': {'datetime': ['2003-01-01T00:00:00Z', '2017-12-31T00:00:00Z']},
 'description': "This dataset presents a variety of carbon flux parameters derived from the Carnegie-Ames-Stanford-Approach – Global Fire Emissions Database version 3 (CASA-GFED3) model. All model calculations are driven by analyzed meteorological data from NASA's Modern-Era Retrospective analysis for Research and Application, Version 2 (MERRA-2). The resulting model output provides monthly, global data at 0.5 degree resolution from January 2003 through December 2017. It includes the following carbon flux variables expressed in units of kilograms of carbon per square meter per month (kg Carbon/m2/mon): net primary production (NPP), net ecosystem exchange (NEE), heterotrophic respiration (Rh), wildfire emissions (FIRE), and fuel wood burning emissions (FUEL). This product and earlier versions of MERRA-driven CASA-GFED carbon fluxes have been used in a number of atmospheric carbon dioxide (CO₂) transport studies, and through the support of NASA's Carbon Monitoring System (CMS), it helps characterize, quantify, understand and predict the evolution of global carbon sources and sinks. The source dataset can be found at https://doi.org/10.5067/03147VMJE8J9. As of April 2024, this dataset has been replaced by an updated version in the US GHG Center titled MiCASA Land Carbon Flux v1 (STAC ids: micasa-carbonflux-daygrid-v1 and micasa-carbonflux-monthgrid-v1).",
 'item_assets': {'rh': {'type': 'image/tiff; application=geotiff; profile=cloud-optimized',
   'roles': ['data', 'layer'],
   'title': 'Heterotrophic Respiration (Rh)',
   'description': 'Model-estimated heterotrophic respiration (Rh), which is the flux of carbon from the soil to the atmosphere.'},
  'nee': {'type': 'image/tiff; application=geotiff; profile=cloud-optimized',
   'roles': ['data', 'layer'],
   'title': 'Net Ecosystem Exchange (NEE)',
   'description': 'Model-estimated net ecosystem exchange (NEE), which is the net carbon flux to the atmosphere.'},
  'npp': {'type': 'image/tiff; application=geotiff; profile=cloud-optimized',
   'roles': ['data', 'layer'],
   'title': 'Net Primary Production (NPP)',
   'description': 'Model-estimated net primary production (NPP), which is the amount of carbon available from plants.'},
  'fire': {'type': 'image/tiff; application=geotiff; profile=cloud-optimized',
   'roles': ['data', 'layer'],
   'title': 'Fire Emissions (FIRE)',
   'description': 'Model-estimated flux of carbon to the atmosphere from wildfires.'},
  'fuel': {'type': 'image/tiff; application=geotiff; profile=cloud-optimized',
   'roles': ['data', 'layer'],
   'title': 'Wood Fuel Emissions (FUEL)',
   'description': 'Model-estimated flux of carbon to the atmosphere from wood burned for fuel.'}},
 'stac_version': '1.0.0',
 'stac_extensions': ['https://stac-extensions.github.io/render/v1.0.0/schema.json',
  'https://stac-extensions.github.io/item-assets/v1.0.0/schema.json'],
 'dashboard:is_periodic': True,
 'dashboard:time_density': 'month'}

Examining the contents of our collection under the temporal variable, we see that the data is available from January 2003 to December 2017. By looking at the dashboard:time density, we observe that the periodic frequency of these observations is monthly.

# Create a function that would search for the above data collection in the STAC API
def get_item_count(collection_id):
    count = 0
    items_url = f"{STAC_API_URL}/collections/{collection_id}/items"

    while True:
        response = requests.get(items_url)

        if not response.ok:
            print("error getting items")
            exit()

        stac = response.json()
        count += int(stac["context"].get("returned", 0))
        next = [link for link in stac["links"] if link["rel"] == "next"]

        if not next:
            break
        items_url = next[0]["href"]

    return count
# Apply the above function and check the total number of items available within the collection
number_of_items = get_item_count(collection_name)
items = requests.get(f"{STAC_API_URL}/collections/{collection_name}/items?limit={number_of_items}").json()["features"]
print(f"Found {len(items)} items")
Found 180 items
# Examine the first item in the collection
items[0]
{'id': 'casagfed-carbonflux-monthgrid-v3-201712',
 'bbox': [-180.0, -90.0, 180.0, 90.0],
 'type': 'Feature',
 'links': [{'rel': 'collection',
   'type': 'application/json',
   'href': 'https://earth.gov/ghgcenter/api/stac/collections/casagfed-carbonflux-monthgrid-v3'},
  {'rel': 'parent',
   'type': 'application/json',
   'href': 'https://earth.gov/ghgcenter/api/stac/collections/casagfed-carbonflux-monthgrid-v3'},
  {'rel': 'root',
   'type': 'application/json',
   'href': 'https://earth.gov/ghgcenter/api/stac/'},
  {'rel': 'self',
   'type': 'application/geo+json',
   'href': 'https://earth.gov/ghgcenter/api/stac/collections/casagfed-carbonflux-monthgrid-v3/items/casagfed-carbonflux-monthgrid-v3-201712'}],
 'assets': {'rh': {'href': 's3://ghgc-data-store/casagfed-carbonflux-monthgrid-v3/GEOSCarb_CASAGFED3v3_Rh_Flux_Monthly_x720_y360_201712.tif',
   'type': 'image/tiff; application=geotiff',
   'roles': ['data', 'layer'],
   'title': 'Heterotrophic Respiration (Rh)',
   'proj:bbox': [-180.0, -90.0, 180.0, 90.0],
   'proj:epsg': 4326.0,
   'proj:shape': [360.0, 720.0],
   'description': 'Model-estimated heterotrophic respiration (Rh), which is the flux of carbon from the soil to the atmosphere.',
   'raster:bands': [{'scale': 1.0,
     'offset': 0.0,
     'sampling': 'area',
     'data_type': 'float32',
     'histogram': {'max': 0.6039900183677673,
      'min': 0.0,
      'count': 11.0,
      'buckets': [249101.0,
       7375.0,
       2429.0,
       252.0,
       32.0,
       5.0,
       2.0,
       2.0,
       0.0,
       2.0]},
     'statistics': {'mean': 0.006758838426321745,
      'stddev': 0.022668374702334404,
      'maximum': 0.6039900183677673,
      'minimum': 0.0,
      'valid_percent': 0.0003858024691358025}}],
   'proj:geometry': {'type': 'Polygon',
    'coordinates': [[[-180.0, -90.0],
      [180.0, -90.0],
      [180.0, 90.0],
      [-180.0, 90.0],
      [-180.0, -90.0]]]},
   'proj:projjson': {'id': {'code': 4326.0, 'authority': 'EPSG'},
    'name': 'WGS 84',
    'type': 'GeographicCRS',
    'datum': {'name': 'World Geodetic System 1984',
     'type': 'GeodeticReferenceFrame',
     'ellipsoid': {'name': 'WGS 84',
      'semi_major_axis': 6378137.0,
      'inverse_flattening': 298.257223563}},
    '$schema': 'https://proj.org/schemas/v0.4/projjson.schema.json',
    'coordinate_system': {'axis': [{'name': 'Geodetic latitude',
       'unit': 'degree',
       'direction': 'north',
       'abbreviation': 'Lat'},
      {'name': 'Geodetic longitude',
       'unit': 'degree',
       'direction': 'east',
       'abbreviation': 'Lon'}],
     'subtype': 'ellipsoidal'}},
   'proj:transform': [0.5, 0.0, -180.0, 0.0, -0.5, 90.0, 0.0, 0.0, 1.0]},
  'nee': {'href': 's3://ghgc-data-store/casagfed-carbonflux-monthgrid-v3/GEOSCarb_CASAGFED3v3_NEE_Flux_Monthly_x720_y360_201712.tif',
   'type': 'image/tiff; application=geotiff',
   'roles': ['data', 'layer'],
   'title': 'Net Ecosystem Exchange (NEE)',
   'proj:bbox': [-180.0, -90.0, 180.0, 90.0],
   'proj:epsg': 4326.0,
   'proj:shape': [360.0, 720.0],
   'description': 'Model-estimated net ecosystem exchange (NEE), which is the net carbon flux to the atmosphere.',
   'raster:bands': [{'scale': 1.0,
     'offset': 0.0,
     'sampling': 'area',
     'data_type': 'float32',
     'histogram': {'max': 0.48997998237609863,
      'min': -0.11027999967336655,
      'count': 11.0,
      'buckets': [663.0,
       234393.0,
       23809.0,
       282.0,
       37.0,
       10.0,
       4.0,
       0.0,
       0.0,
       2.0]},
     'statistics': {'mean': 0.0015448036137968302,
      'stddev': 0.00977976992726326,
      'maximum': 0.48997998237609863,
      'minimum': -0.11027999967336655,
      'valid_percent': 0.0003858024691358025}}],
   'proj:geometry': {'type': 'Polygon',
    'coordinates': [[[-180.0, -90.0],
      [180.0, -90.0],
      [180.0, 90.0],
      [-180.0, 90.0],
      [-180.0, -90.0]]]},
   'proj:projjson': {'id': {'code': 4326.0, 'authority': 'EPSG'},
    'name': 'WGS 84',
    'type': 'GeographicCRS',
    'datum': {'name': 'World Geodetic System 1984',
     'type': 'GeodeticReferenceFrame',
     'ellipsoid': {'name': 'WGS 84',
      'semi_major_axis': 6378137.0,
      'inverse_flattening': 298.257223563}},
    '$schema': 'https://proj.org/schemas/v0.4/projjson.schema.json',
    'coordinate_system': {'axis': [{'name': 'Geodetic latitude',
       'unit': 'degree',
       'direction': 'north',
       'abbreviation': 'Lat'},
      {'name': 'Geodetic longitude',
       'unit': 'degree',
       'direction': 'east',
       'abbreviation': 'Lon'}],
     'subtype': 'ellipsoidal'}},
   'proj:transform': [0.5, 0.0, -180.0, 0.0, -0.5, 90.0, 0.0, 0.0, 1.0]},
  'npp': {'href': 's3://ghgc-data-store/casagfed-carbonflux-monthgrid-v3/GEOSCarb_CASAGFED3v3_NPP_Flux_Monthly_x720_y360_201712.tif',
   'type': 'image/tiff; application=geotiff',
   'roles': ['data', 'layer'],
   'title': 'npp',
   'proj:bbox': [-180.0, -90.0, 180.0, 90.0],
   'proj:epsg': 4326.0,
   'proj:shape': [360.0, 720.0],
   'description': 'Model-estimated net primary production (NPP), which is the amount of carbon available from plants.',
   'raster:bands': [{'scale': 1.0,
     'offset': 0.0,
     'sampling': 'area',
     'data_type': 'float32',
     'histogram': {'max': 0.23635999858379364,
      'min': 0.0,
      'count': 11.0,
      'buckets': [244636.0,
       3051.0,
       1928.0,
       2634.0,
       4088.0,
       2211.0,
       428.0,
       156.0,
       59.0,
       9.0]},
     'statistics': {'mean': 0.005214035045355558,
      'stddev': 0.021809572353959084,
      'maximum': 0.23635999858379364,
      'minimum': 0.0,
      'valid_percent': 0.0003858024691358025}}],
   'proj:geometry': {'type': 'Polygon',
    'coordinates': [[[-180.0, -90.0],
      [180.0, -90.0],
      [180.0, 90.0],
      [-180.0, 90.0],
      [-180.0, -90.0]]]},
   'proj:projjson': {'id': {'code': 4326.0, 'authority': 'EPSG'},
    'name': 'WGS 84',
    'type': 'GeographicCRS',
    'datum': {'name': 'World Geodetic System 1984',
     'type': 'GeodeticReferenceFrame',
     'ellipsoid': {'name': 'WGS 84',
      'semi_major_axis': 6378137.0,
      'inverse_flattening': 298.257223563}},
    '$schema': 'https://proj.org/schemas/v0.4/projjson.schema.json',
    'coordinate_system': {'axis': [{'name': 'Geodetic latitude',
       'unit': 'degree',
       'direction': 'north',
       'abbreviation': 'Lat'},
      {'name': 'Geodetic longitude',
       'unit': 'degree',
       'direction': 'east',
       'abbreviation': 'Lon'}],
     'subtype': 'ellipsoidal'}},
   'proj:transform': [0.5, 0.0, -180.0, 0.0, -0.5, 90.0, 0.0, 0.0, 1.0]},
  'fire': {'href': 's3://ghgc-data-store/casagfed-carbonflux-monthgrid-v3/GEOSCarb_CASAGFED3v3_FIRE_Flux_Monthly_x720_y360_201712.tif',
   'type': 'image/tiff; application=geotiff',
   'roles': ['data', 'layer'],
   'title': 'Fire Emissions (FIRE)',
   'proj:bbox': [-180.0, -90.0, 180.0, 90.0],
   'proj:epsg': 4326.0,
   'proj:shape': [360.0, 720.0],
   'description': 'Fire emissions',
   'raster:bands': [{'scale': 1.0,
     'offset': 0.0,
     'sampling': 'area',
     'data_type': 'float32',
     'histogram': {'max': 0.7556899785995483,
      'min': 0.0,
      'count': 11.0,
      'buckets': [258952.0, 161.0, 53.0, 22.0, 11.0, 0.0, 0.0, 0.0, 0.0, 1.0]},
     'statistics': {'mean': 0.00025634843041189015,
      'stddev': 0.005492232274264097,
      'maximum': 0.7556899785995483,
      'minimum': 0.0,
      'valid_percent': 0.0003858024691358025}}],
   'proj:geometry': {'type': 'Polygon',
    'coordinates': [[[-180.0, -90.0],
      [180.0, -90.0],
      [180.0, 90.0],
      [-180.0, 90.0],
      [-180.0, -90.0]]]},
   'proj:projjson': {'id': {'code': 4326.0, 'authority': 'EPSG'},
    'name': 'WGS 84',
    'type': 'GeographicCRS',
    'datum': {'name': 'World Geodetic System 1984',
     'type': 'GeodeticReferenceFrame',
     'ellipsoid': {'name': 'WGS 84',
      'semi_major_axis': 6378137.0,
      'inverse_flattening': 298.257223563}},
    '$schema': 'https://proj.org/schemas/v0.4/projjson.schema.json',
    'coordinate_system': {'axis': [{'name': 'Geodetic latitude',
       'unit': 'degree',
       'direction': 'north',
       'abbreviation': 'Lat'},
      {'name': 'Geodetic longitude',
       'unit': 'degree',
       'direction': 'east',
       'abbreviation': 'Lon'}],
     'subtype': 'ellipsoidal'}},
   'proj:transform': [0.5, 0.0, -180.0, 0.0, -0.5, 90.0, 0.0, 0.0, 1.0]},
  'fuel': {'href': 's3://ghgc-data-store/casagfed-carbonflux-monthgrid-v3/GEOSCarb_CASAGFED3v3_FUEL_Flux_Monthly_x720_y360_201712.tif',
   'type': 'image/tiff; application=geotiff',
   'roles': ['data', 'layer'],
   'title': 'Wood Fuel Emissions (FUEL)',
   'proj:bbox': [-180.0, -90.0, 180.0, 90.0],
   'proj:epsg': 4326.0,
   'proj:shape': [360.0, 720.0],
   'description': 'Fuel emissions',
   'raster:bands': [{'scale': 1.0,
     'offset': 0.0,
     'sampling': 'area',
     'data_type': 'float32',
     'histogram': {'max': 0.020759999752044678,
      'min': 0.0,
      'count': 11.0,
      'buckets': [257568.0,
       1150.0,
       284.0,
       115.0,
       47.0,
       21.0,
       5.0,
       6.0,
       3.0,
       1.0]},
     'statistics': {'mean': 5.057307134848088e-05,
      'stddev': 0.0003876804548781365,
      'maximum': 0.020759999752044678,
      'minimum': 0.0,
      'valid_percent': 0.0003858024691358025}}],
   'proj:geometry': {'type': 'Polygon',
    'coordinates': [[[-180.0, -90.0],
      [180.0, -90.0],
      [180.0, 90.0],
      [-180.0, 90.0],
      [-180.0, -90.0]]]},
   'proj:projjson': {'id': {'code': 4326.0, 'authority': 'EPSG'},
    'name': 'WGS 84',
    'type': 'GeographicCRS',
    'datum': {'name': 'World Geodetic System 1984',
     'type': 'GeodeticReferenceFrame',
     'ellipsoid': {'name': 'WGS 84',
      'semi_major_axis': 6378137.0,
      'inverse_flattening': 298.257223563}},
    '$schema': 'https://proj.org/schemas/v0.4/projjson.schema.json',
    'coordinate_system': {'axis': [{'name': 'Geodetic latitude',
       'unit': 'degree',
       'direction': 'north',
       'abbreviation': 'Lat'},
      {'name': 'Geodetic longitude',
       'unit': 'degree',
       'direction': 'east',
       'abbreviation': 'Lon'}],
     'subtype': 'ellipsoidal'}},
   'proj:transform': [0.5, 0.0, -180.0, 0.0, -0.5, 90.0, 0.0, 0.0, 1.0]}},
 'geometry': {'type': 'Polygon',
  'coordinates': [[[-180, -90],
    [180, -90],
    [180, 90],
    [-180, 90],
    [-180, -90]]]},
 'collection': 'casagfed-carbonflux-monthgrid-v3',
 'properties': {'end_datetime': '2017-12-31T00:00:00+00:00',
  'start_datetime': '2017-12-01T00:00:00+00:00'},
 'stac_version': '1.0.0',
 'stac_extensions': ['https://stac-extensions.github.io/raster/v1.1.0/schema.json',
  'https://stac-extensions.github.io/projection/v1.1.0/schema.json']}

Exploring Changes in Carbon Flux Levels Using the Raster API

We will explore changes in the land atmosphere Carbon flux Heterotrophic Respiration and examine their impacts over time. We’ll then visualize the outputs on a map using folium.

# To access the year value from each item more easily, this will let us query more explicitly by year and month (e.g., 2020-02)
items = {item["properties"]["start_datetime"][:7]: item for item in items} 
# rh = Heterotrophic Respiration
asset_name = "rh"

Below, we are entering the minimum and maximum values to provide our upper and lower bounds in rescale_values.

rescale_values = {"max":items[list(items.keys())[0]]["assets"][asset_name]["raster:bands"][0]["histogram"]["max"], "min":items[list(items.keys())[0]]["assets"][asset_name]["raster:bands"][0]["histogram"]["min"]}

Now, we will pass the item id, collection name, and rescaling_factor to the Raster API endpoint. We will do this twice, once for December 2003 and again for December 2017, so that we can visualize each event independently.

color_map = "purd" # please refer to matplotlib library if you'd prefer choosing a different color ramp.
# For more information on Colormaps in Matplotlib, please visit https://matplotlib.org/stable/users/explain/colors/colormaps.html

# To change the year and month of the observed parameter, you can modify the "items['YYYY-MM']" statement
# For example, you can change the current statement "items['2003-12']" to "items['2016-10']" 
december_2003_tile = requests.get(
    f"{RASTER_API_URL}/collections/{items['2003-12']['collection']}/items/{items['2003-12']['id']}/tilejson.json?"
    f"&assets={asset_name}"
    f"&color_formula=gamma+r+1.05&colormap_name={color_map}"
    f"&rescale={rescale_values['min']},{rescale_values['max']}", 
).json()
december_2003_tile
{'tilejson': '2.2.0',
 'version': '1.0.0',
 'scheme': 'xyz',
 'tiles': ['https://earth.gov/ghgcenter/api/raster/collections/casagfed-carbonflux-monthgrid-v3/items/casagfed-carbonflux-monthgrid-v3-200312/tiles/WebMercatorQuad/{z}/{x}/{y}@1x?assets=rh&color_formula=gamma+r+1.05&colormap_name=purd&rescale=0.0%2C0.6039900183677673'],
 'minzoom': 0,
 'maxzoom': 24,
 'bounds': [-180.0, -90.0, 180.0, 90.0],
 'center': [0.0, 0.0, 0]}
# Now we apply the same process used in the previous step for the December 2017 tile
december_2017_tile = requests.get(
    f"{RASTER_API_URL}/collections/{items['2017-12']['collection']}/items/{items['2017-12']['id']}/tilejson.json?"
    f"&assets={asset_name}"
    f"&color_formula=gamma+r+1.05&colormap_name={color_map}"
    f"&rescale={rescale_values['min']},{rescale_values['max']}", 
).json()
december_2017_tile
{'tilejson': '2.2.0',
 'version': '1.0.0',
 'scheme': 'xyz',
 'tiles': ['https://earth.gov/ghgcenter/api/raster/collections/casagfed-carbonflux-monthgrid-v3/items/casagfed-carbonflux-monthgrid-v3-201712/tiles/WebMercatorQuad/{z}/{x}/{y}@1x?assets=rh&color_formula=gamma+r+1.05&colormap_name=purd&rescale=0.0%2C0.6039900183677673'],
 'minzoom': 0,
 'maxzoom': 24,
 'bounds': [-180.0, -90.0, 180.0, 90.0],
 'center': [0.0, 0.0, 0]}

Visualizing Land-Atmosphere Carbon Flux (Heterotrophic Respiration)

# For this study we are going to compare the RH level in 2003 and 2017 over the State of Texas 
# To change the location, you can simply insert the latitude and longitude of the area of your interest in the "location=(LAT, LONG)" statement
# For example, you can change the current statement "location=(31.9, -99.9)" to "location=(34, -118)" to monitor the RH level in California instead of Texas

# Set initial zoom and center of map for CO₂ Layer
# 'folium.plugins' allows mapping side-by-side
map_ = folium.plugins.DualMap(location=(31.9, -99.9), zoom_start=6)

# The TileLayer library helps in manipulating and displaying raster layers on a map
# December 2003
map_layer_2003 = TileLayer(
    tiles=december_2003_tile["tiles"][0],
    attr="GHG",
    opacity=0.8,
    name="December 2003 RH Level",
    overlay= True,
    legendEnabled = True
)
map_layer_2003.add_to(map_.m1)


# December 2017
map_layer_2017 = TileLayer(
    tiles=december_2017_tile["tiles"][0],
    attr="GHG",
    opacity=0.8,
    name="December 2017 RH Level",
    overlay= True,
    legendEnabled = True
)
map_layer_2017.add_to(map_.m2)


# Display data markers (titles) on both maps
folium.Marker((40, 5.0), tooltip="both").add_to(map_)
folium.LayerControl(collapsed=False).add_to(map_)


# Add a legend to the dual map using the 'branca' library. 
# Note: the inserted legend is representing the minimum and maximum values for both tiles.
colormap = branca.colormap.linear.PuRd_09.scale(0, 0.3) # minimum value = 0, maximum value = 0.3 (kg Carbon/m2/month)
colormap = colormap.to_step(index=[0, 0.07, 0.15, 0.22, 0.3])
colormap.caption = 'Rh Values (kg Carbon/m2/month)'

colormap.add_to(map_.m1)


# Visualizing the map
map_
Make this Notebook Trusted to load map: File -> Trust Notebook

Calculating Zonal Statistics

To perform zonal statistics, first we need to create a polygon. In this case we are creating a polygon in Texas (USA).

# The Area of Interest (AOI) is set to Dallas, Texas (USA)
texas_dallas_aoi = {
    "type": "Feature",
    "properties": {},
    "geometry": {
        "coordinates": [
            [
                # [longitude, latitude]
                [-96.1, 32.28],  # Southeast Bounding Coordinate
                [-96.1, 33.28],  # Northeast Bounding Coordinate
                [-97.58, 33.28], # Northwest Bounding Coordinate
                [-97.58, 32.28],  # Southwest Bounding Coordinate
                [-96.1, 32.28]   # Closing the polygon at the Southeast Bounding Coordinate
            ]
        ],
        "type": "Polygon",
    },
}
# We will plug in the coordinates for a location inside the the polygon and a zoom level
aoi_map = Map(
    tiles="OpenStreetMap",
    location=[
        32.81,-96.93, # coordinates for Dallas, Texas area
    ],
    zoom_start=9, # zoom in or out by increasing or decreasing the value here.
)

folium.GeoJson(texas_dallas_aoi, name="Texas, Dallas").add_to(aoi_map)
aoi_map
Make this Notebook Trusted to load map: File -> Trust Notebook
# Check the total number of items available for this location
items = requests.get(
    f"{STAC_API_URL}/collections/{collection_name}/items?limit=600"
).json()["features"]
print(f"Found {len(items)} items")
Found 180 items
# Explore the first item
items[0]
{'id': 'casagfed-carbonflux-monthgrid-v3-201712',
 'bbox': [-180.0, -90.0, 180.0, 90.0],
 'type': 'Feature',
 'links': [{'rel': 'collection',
   'type': 'application/json',
   'href': 'https://earth.gov/ghgcenter/api/stac/collections/casagfed-carbonflux-monthgrid-v3'},
  {'rel': 'parent',
   'type': 'application/json',
   'href': 'https://earth.gov/ghgcenter/api/stac/collections/casagfed-carbonflux-monthgrid-v3'},
  {'rel': 'root',
   'type': 'application/json',
   'href': 'https://earth.gov/ghgcenter/api/stac/'},
  {'rel': 'self',
   'type': 'application/geo+json',
   'href': 'https://earth.gov/ghgcenter/api/stac/collections/casagfed-carbonflux-monthgrid-v3/items/casagfed-carbonflux-monthgrid-v3-201712'}],
 'assets': {'rh': {'href': 's3://ghgc-data-store/casagfed-carbonflux-monthgrid-v3/GEOSCarb_CASAGFED3v3_Rh_Flux_Monthly_x720_y360_201712.tif',
   'type': 'image/tiff; application=geotiff',
   'roles': ['data', 'layer'],
   'title': 'Heterotrophic Respiration (Rh)',
   'proj:bbox': [-180.0, -90.0, 180.0, 90.0],
   'proj:epsg': 4326.0,
   'proj:shape': [360.0, 720.0],
   'description': 'Model-estimated heterotrophic respiration (Rh), which is the flux of carbon from the soil to the atmosphere.',
   'raster:bands': [{'scale': 1.0,
     'offset': 0.0,
     'sampling': 'area',
     'data_type': 'float32',
     'histogram': {'max': 0.6039900183677673,
      'min': 0.0,
      'count': 11.0,
      'buckets': [249101.0,
       7375.0,
       2429.0,
       252.0,
       32.0,
       5.0,
       2.0,
       2.0,
       0.0,
       2.0]},
     'statistics': {'mean': 0.006758838426321745,
      'stddev': 0.022668374702334404,
      'maximum': 0.6039900183677673,
      'minimum': 0.0,
      'valid_percent': 0.0003858024691358025}}],
   'proj:geometry': {'type': 'Polygon',
    'coordinates': [[[-180.0, -90.0],
      [180.0, -90.0],
      [180.0, 90.0],
      [-180.0, 90.0],
      [-180.0, -90.0]]]},
   'proj:projjson': {'id': {'code': 4326.0, 'authority': 'EPSG'},
    'name': 'WGS 84',
    'type': 'GeographicCRS',
    'datum': {'name': 'World Geodetic System 1984',
     'type': 'GeodeticReferenceFrame',
     'ellipsoid': {'name': 'WGS 84',
      'semi_major_axis': 6378137.0,
      'inverse_flattening': 298.257223563}},
    '$schema': 'https://proj.org/schemas/v0.4/projjson.schema.json',
    'coordinate_system': {'axis': [{'name': 'Geodetic latitude',
       'unit': 'degree',
       'direction': 'north',
       'abbreviation': 'Lat'},
      {'name': 'Geodetic longitude',
       'unit': 'degree',
       'direction': 'east',
       'abbreviation': 'Lon'}],
     'subtype': 'ellipsoidal'}},
   'proj:transform': [0.5, 0.0, -180.0, 0.0, -0.5, 90.0, 0.0, 0.0, 1.0]},
  'nee': {'href': 's3://ghgc-data-store/casagfed-carbonflux-monthgrid-v3/GEOSCarb_CASAGFED3v3_NEE_Flux_Monthly_x720_y360_201712.tif',
   'type': 'image/tiff; application=geotiff',
   'roles': ['data', 'layer'],
   'title': 'Net Ecosystem Exchange (NEE)',
   'proj:bbox': [-180.0, -90.0, 180.0, 90.0],
   'proj:epsg': 4326.0,
   'proj:shape': [360.0, 720.0],
   'description': 'Model-estimated net ecosystem exchange (NEE), which is the net carbon flux to the atmosphere.',
   'raster:bands': [{'scale': 1.0,
     'offset': 0.0,
     'sampling': 'area',
     'data_type': 'float32',
     'histogram': {'max': 0.48997998237609863,
      'min': -0.11027999967336655,
      'count': 11.0,
      'buckets': [663.0,
       234393.0,
       23809.0,
       282.0,
       37.0,
       10.0,
       4.0,
       0.0,
       0.0,
       2.0]},
     'statistics': {'mean': 0.0015448036137968302,
      'stddev': 0.00977976992726326,
      'maximum': 0.48997998237609863,
      'minimum': -0.11027999967336655,
      'valid_percent': 0.0003858024691358025}}],
   'proj:geometry': {'type': 'Polygon',
    'coordinates': [[[-180.0, -90.0],
      [180.0, -90.0],
      [180.0, 90.0],
      [-180.0, 90.0],
      [-180.0, -90.0]]]},
   'proj:projjson': {'id': {'code': 4326.0, 'authority': 'EPSG'},
    'name': 'WGS 84',
    'type': 'GeographicCRS',
    'datum': {'name': 'World Geodetic System 1984',
     'type': 'GeodeticReferenceFrame',
     'ellipsoid': {'name': 'WGS 84',
      'semi_major_axis': 6378137.0,
      'inverse_flattening': 298.257223563}},
    '$schema': 'https://proj.org/schemas/v0.4/projjson.schema.json',
    'coordinate_system': {'axis': [{'name': 'Geodetic latitude',
       'unit': 'degree',
       'direction': 'north',
       'abbreviation': 'Lat'},
      {'name': 'Geodetic longitude',
       'unit': 'degree',
       'direction': 'east',
       'abbreviation': 'Lon'}],
     'subtype': 'ellipsoidal'}},
   'proj:transform': [0.5, 0.0, -180.0, 0.0, -0.5, 90.0, 0.0, 0.0, 1.0]},
  'npp': {'href': 's3://ghgc-data-store/casagfed-carbonflux-monthgrid-v3/GEOSCarb_CASAGFED3v3_NPP_Flux_Monthly_x720_y360_201712.tif',
   'type': 'image/tiff; application=geotiff',
   'roles': ['data', 'layer'],
   'title': 'npp',
   'proj:bbox': [-180.0, -90.0, 180.0, 90.0],
   'proj:epsg': 4326.0,
   'proj:shape': [360.0, 720.0],
   'description': 'Model-estimated net primary production (NPP), which is the amount of carbon available from plants.',
   'raster:bands': [{'scale': 1.0,
     'offset': 0.0,
     'sampling': 'area',
     'data_type': 'float32',
     'histogram': {'max': 0.23635999858379364,
      'min': 0.0,
      'count': 11.0,
      'buckets': [244636.0,
       3051.0,
       1928.0,
       2634.0,
       4088.0,
       2211.0,
       428.0,
       156.0,
       59.0,
       9.0]},
     'statistics': {'mean': 0.005214035045355558,
      'stddev': 0.021809572353959084,
      'maximum': 0.23635999858379364,
      'minimum': 0.0,
      'valid_percent': 0.0003858024691358025}}],
   'proj:geometry': {'type': 'Polygon',
    'coordinates': [[[-180.0, -90.0],
      [180.0, -90.0],
      [180.0, 90.0],
      [-180.0, 90.0],
      [-180.0, -90.0]]]},
   'proj:projjson': {'id': {'code': 4326.0, 'authority': 'EPSG'},
    'name': 'WGS 84',
    'type': 'GeographicCRS',
    'datum': {'name': 'World Geodetic System 1984',
     'type': 'GeodeticReferenceFrame',
     'ellipsoid': {'name': 'WGS 84',
      'semi_major_axis': 6378137.0,
      'inverse_flattening': 298.257223563}},
    '$schema': 'https://proj.org/schemas/v0.4/projjson.schema.json',
    'coordinate_system': {'axis': [{'name': 'Geodetic latitude',
       'unit': 'degree',
       'direction': 'north',
       'abbreviation': 'Lat'},
      {'name': 'Geodetic longitude',
       'unit': 'degree',
       'direction': 'east',
       'abbreviation': 'Lon'}],
     'subtype': 'ellipsoidal'}},
   'proj:transform': [0.5, 0.0, -180.0, 0.0, -0.5, 90.0, 0.0, 0.0, 1.0]},
  'fire': {'href': 's3://ghgc-data-store/casagfed-carbonflux-monthgrid-v3/GEOSCarb_CASAGFED3v3_FIRE_Flux_Monthly_x720_y360_201712.tif',
   'type': 'image/tiff; application=geotiff',
   'roles': ['data', 'layer'],
   'title': 'Fire Emissions (FIRE)',
   'proj:bbox': [-180.0, -90.0, 180.0, 90.0],
   'proj:epsg': 4326.0,
   'proj:shape': [360.0, 720.0],
   'description': 'Fire emissions',
   'raster:bands': [{'scale': 1.0,
     'offset': 0.0,
     'sampling': 'area',
     'data_type': 'float32',
     'histogram': {'max': 0.7556899785995483,
      'min': 0.0,
      'count': 11.0,
      'buckets': [258952.0, 161.0, 53.0, 22.0, 11.0, 0.0, 0.0, 0.0, 0.0, 1.0]},
     'statistics': {'mean': 0.00025634843041189015,
      'stddev': 0.005492232274264097,
      'maximum': 0.7556899785995483,
      'minimum': 0.0,
      'valid_percent': 0.0003858024691358025}}],
   'proj:geometry': {'type': 'Polygon',
    'coordinates': [[[-180.0, -90.0],
      [180.0, -90.0],
      [180.0, 90.0],
      [-180.0, 90.0],
      [-180.0, -90.0]]]},
   'proj:projjson': {'id': {'code': 4326.0, 'authority': 'EPSG'},
    'name': 'WGS 84',
    'type': 'GeographicCRS',
    'datum': {'name': 'World Geodetic System 1984',
     'type': 'GeodeticReferenceFrame',
     'ellipsoid': {'name': 'WGS 84',
      'semi_major_axis': 6378137.0,
      'inverse_flattening': 298.257223563}},
    '$schema': 'https://proj.org/schemas/v0.4/projjson.schema.json',
    'coordinate_system': {'axis': [{'name': 'Geodetic latitude',
       'unit': 'degree',
       'direction': 'north',
       'abbreviation': 'Lat'},
      {'name': 'Geodetic longitude',
       'unit': 'degree',
       'direction': 'east',
       'abbreviation': 'Lon'}],
     'subtype': 'ellipsoidal'}},
   'proj:transform': [0.5, 0.0, -180.0, 0.0, -0.5, 90.0, 0.0, 0.0, 1.0]},
  'fuel': {'href': 's3://ghgc-data-store/casagfed-carbonflux-monthgrid-v3/GEOSCarb_CASAGFED3v3_FUEL_Flux_Monthly_x720_y360_201712.tif',
   'type': 'image/tiff; application=geotiff',
   'roles': ['data', 'layer'],
   'title': 'Wood Fuel Emissions (FUEL)',
   'proj:bbox': [-180.0, -90.0, 180.0, 90.0],
   'proj:epsg': 4326.0,
   'proj:shape': [360.0, 720.0],
   'description': 'Fuel emissions',
   'raster:bands': [{'scale': 1.0,
     'offset': 0.0,
     'sampling': 'area',
     'data_type': 'float32',
     'histogram': {'max': 0.020759999752044678,
      'min': 0.0,
      'count': 11.0,
      'buckets': [257568.0,
       1150.0,
       284.0,
       115.0,
       47.0,
       21.0,
       5.0,
       6.0,
       3.0,
       1.0]},
     'statistics': {'mean': 5.057307134848088e-05,
      'stddev': 0.0003876804548781365,
      'maximum': 0.020759999752044678,
      'minimum': 0.0,
      'valid_percent': 0.0003858024691358025}}],
   'proj:geometry': {'type': 'Polygon',
    'coordinates': [[[-180.0, -90.0],
      [180.0, -90.0],
      [180.0, 90.0],
      [-180.0, 90.0],
      [-180.0, -90.0]]]},
   'proj:projjson': {'id': {'code': 4326.0, 'authority': 'EPSG'},
    'name': 'WGS 84',
    'type': 'GeographicCRS',
    'datum': {'name': 'World Geodetic System 1984',
     'type': 'GeodeticReferenceFrame',
     'ellipsoid': {'name': 'WGS 84',
      'semi_major_axis': 6378137.0,
      'inverse_flattening': 298.257223563}},
    '$schema': 'https://proj.org/schemas/v0.4/projjson.schema.json',
    'coordinate_system': {'axis': [{'name': 'Geodetic latitude',
       'unit': 'degree',
       'direction': 'north',
       'abbreviation': 'Lat'},
      {'name': 'Geodetic longitude',
       'unit': 'degree',
       'direction': 'east',
       'abbreviation': 'Lon'}],
     'subtype': 'ellipsoidal'}},
   'proj:transform': [0.5, 0.0, -180.0, 0.0, -0.5, 90.0, 0.0, 0.0, 1.0]}},
 'geometry': {'type': 'Polygon',
  'coordinates': [[[-180, -90],
    [180, -90],
    [180, 90],
    [-180, 90],
    [-180, -90]]]},
 'collection': 'casagfed-carbonflux-monthgrid-v3',
 'properties': {'end_datetime': '2017-12-31T00:00:00+00:00',
  'start_datetime': '2017-12-01T00:00:00+00:00'},
 'stac_version': '1.0.0',
 'stac_extensions': ['https://stac-extensions.github.io/raster/v1.1.0/schema.json',
  'https://stac-extensions.github.io/projection/v1.1.0/schema.json']}
# The bounding box should be passed to the geojson param as a geojson Feature or FeatureCollection
def generate_stats(item, geojson):
    result = requests.post(
        f"{RASTER_API_URL}/cog/statistics",
        params={"url": item["assets"][asset_name]["href"]},
        json=geojson,
    ).json()
    print(result)
    return {
        **result["properties"],
        "start_datetime": item["properties"]["start_datetime"],
    }
# Identify the start Date Time of the first observation in the collection
for item in items:
    print(item["properties"]["start_datetime"])
    break
2017-12-01T00:00:00+00:00

With the function above, we can generate the statistics for the area of interest. Now, we are going to print the wall time - the real-world-time - using the %%time command for the entire collection!

%%time
stats = [generate_stats(item, texas_dallas_aoi) for item in items]
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.024049999192357063, 'max': 0.04072999954223633, 'mean': 0.03167419135570526, 'count': 6.300000190734863, 'sum': 0.1995474100112915, 'std': 0.005142866815977996, 'median': 0.02964000031352043, 'majority': 0.024049999192357063, 'minority': 0.024049999192357063, 'unique': 12.0, 'histogram': [[1.0, 2.0, 0.0, 1.0, 1.0, 1.0, 0.0, 4.0, 1.0, 1.0], [0.024049999192357063, 0.025717999786138535, 0.027385998517274857, 0.029053999111056328, 0.0307219997048378, 0.03238999843597412, 0.03405799716711044, 0.035725999623537064, 0.037393998354673386, 0.039062000811100006, 0.04072999954223633]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.024049999192357063, 'percentile_98': 0.04072999954223633}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.023070000112056732, 'max': 0.05729000270366669, 'mean': 0.03857717290520668, 'count': 6.300000190734863, 'sum': 0.2430361956357956, 'std': 0.010635554874508192, 'median': 0.035679999738931656, 'majority': 0.023070000112056732, 'minority': 0.023070000112056732, 'unique': 12.0, 'histogram': [[2.0, 0.0, 2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 1.0, 1.0], [0.023070000112056732, 0.026491999626159668, 0.029914001002907753, 0.03333599865436554, 0.036758001893758774, 0.04018000140786171, 0.043602000921964645, 0.04702400416135788, 0.050446003675460815, 0.05386800318956375, 0.05729000270366669]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.023070000112056732, 'percentile_98': 0.05729000270366669}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.026719998568296432, 'max': 0.058090001344680786, 'mean': 0.03928203135728836, 'count': 6.300000190734863, 'sum': 0.24747681617736816, 'std': 0.010031964456060742, 'median': 0.034119997173547745, 'majority': 0.026719998568296432, 'minority': 0.026719998568296432, 'unique': 12.0, 'histogram': [[1.0, 2.0, 3.0, 1.0, 2.0, 0.0, 0.0, 2.0, 0.0, 1.0], [0.026719998568296432, 0.029856998473405838, 0.032993998378515244, 0.03613100200891495, 0.03926800191402435, 0.04240500181913376, 0.045542001724243164, 0.04867900162935257, 0.051816001534461975, 0.05495300143957138, 0.058090001344680786]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.026719998568296432, 'percentile_98': 0.058090001344680786}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.016290001571178436, 'max': 0.04359999671578407, 'mean': 0.023309776559472084, 'count': 6.300000190734863, 'sum': 0.14685159921646118, 'std': 0.006523110573715622, 'median': 0.021219998598098755, 'majority': 0.016290001571178436, 'minority': 0.016290001571178436, 'unique': 12.0, 'histogram': [[3.0, 2.0, 1.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 2.0], [0.016290001571178436, 0.01902100071310997, 0.021751999855041504, 0.024483000859618187, 0.02721400000154972, 0.029944999143481255, 0.03267600014805794, 0.03540699928998947, 0.038137998431921005, 0.04086899757385254, 0.04359999671578407]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.016290001571178436, 'percentile_98': 0.04122000187635422}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03308999910950661, 'max': 0.06435000151395798, 'mean': 0.04541961848735809, 'count': 6.300000190734863, 'sum': 0.28614360094070435, 'std': 0.010409691674546227, 'median': 0.04247000068426132, 'majority': 0.03308999910950661, 'minority': 0.03308999910950661, 'unique': 12.0, 'histogram': [[1.0, 4.0, 0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 0.0, 1.0], [0.03308999910950661, 0.036215998232364655, 0.039342001080513, 0.04246800020337105, 0.045593999326229095, 0.04872000217437744, 0.05184600129723549, 0.054972000420093536, 0.05809800326824188, 0.06122400239109993, 0.06435000151395798]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03308999910950661, 'percentile_98': 0.06435000151395798}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.047759998589754105, 'max': 0.0991399958729744, 'mean': 0.06707482784986496, 'count': 6.300000190734863, 'sum': 0.42257142066955566, 'std': 0.017768867233884142, 'median': 0.06069999933242798, 'majority': 0.047759998589754105, 'minority': 0.047759998589754105, 'unique': 12.0, 'histogram': [[3.0, 1.0, 1.0, 2.0, 1.0, 0.0, 2.0, 0.0, 0.0, 2.0], [0.047759998589754105, 0.052897997200489044, 0.05803599953651428, 0.06317399442195892, 0.06831199675798416, 0.0734499990940094, 0.07858799397945404, 0.08372599631547928, 0.08886399865150452, 0.09400199353694916, 0.0991399958729744]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.047759998589754105, 'percentile_98': 0.0991399958729744}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.05011000111699104, 'max': 0.09544999897480011, 'mean': 0.0745832696557045, 'count': 6.300000190734863, 'sum': 0.4698745906352997, 'std': 0.012716593008599938, 'median': 0.0700099989771843, 'majority': 0.05011000111699104, 'minority': 0.05011000111699104, 'unique': 12.0, 'histogram': [[1.0, 0.0, 1.0, 2.0, 1.0, 2.0, 1.0, 2.0, 0.0, 2.0], [0.05011000111699104, 0.05464399978518486, 0.059178002178668976, 0.06371200084686279, 0.06824599951505661, 0.07277999818325043, 0.07731399685144424, 0.08184799551963806, 0.08638200163841248, 0.0909159928560257, 0.09544999897480011]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.05011000111699104, 'percentile_98': 0.09544999897480011}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.037790000438690186, 'max': 0.05529000237584114, 'mean': 0.046107303351163864, 'count': 6.300000190734863, 'sum': 0.2904760241508484, 'std': 0.005536562958462679, 'median': 0.044099997729063034, 'majority': 0.037790000438690186, 'minority': 0.037790000438690186, 'unique': 12.0, 'histogram': [[1.0, 1.0, 0.0, 2.0, 1.0, 3.0, 1.0, 0.0, 2.0, 1.0], [0.037790000438690186, 0.03954000025987625, 0.04129000008106232, 0.04303999990224838, 0.04478999972343445, 0.046539999544620514, 0.04828999936580658, 0.050040002912282944, 0.05179000273346901, 0.053540002554655075, 0.05529000237584114]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.037790000438690186, 'percentile_98': 0.05529000237584114}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03758000209927559, 'max': 0.055160000920295715, 'mean': 0.04530565068125725, 'count': 6.300000190734863, 'sum': 0.28542560338974, 'std': 0.005971739823556354, 'median': 0.04264000058174133, 'majority': 0.03758000209927559, 'minority': 0.03758000209927559, 'unique': 12.0, 'histogram': [[2.0, 0.0, 2.0, 1.0, 2.0, 2.0, 0.0, 0.0, 1.0, 2.0], [0.03758000209927559, 0.03933800011873245, 0.041096001863479614, 0.042854003608226776, 0.04461200162768364, 0.0463699996471405, 0.048128001391887665, 0.04988600313663483, 0.05164400115609169, 0.05340199917554855, 0.055160000920295715]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03758000209927559, 'percentile_98': 0.055160000920295715}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.038259997963905334, 'max': 0.054749999195337296, 'mean': 0.045570001006126404, 'count': 6.300000190734863, 'sum': 0.2870910167694092, 'std': 0.005858474962826353, 'median': 0.0427899993956089, 'majority': 0.038259997963905334, 'minority': 0.038259997963905334, 'unique': 12.0, 'histogram': [[2.0, 0.0, 3.0, 0.0, 2.0, 0.0, 2.0, 0.0, 1.0, 2.0], [0.038259997963905334, 0.0399089977145195, 0.04155799746513367, 0.04320699721574783, 0.044855996966362, 0.046504996716976166, 0.04815399646759033, 0.0498029999434948, 0.05145199969410896, 0.05310099944472313, 0.054749999195337296]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.038259997963905334, 'percentile_98': 0.054749999195337296}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.034860000014305115, 'max': 0.05177000164985657, 'mean': 0.041873808950185776, 'count': 6.300000190734863, 'sum': 0.26380500197410583, 'std': 0.006214954376959426, 'median': 0.03897999972105026, 'majority': 0.034860000014305115, 'minority': 0.034860000014305115, 'unique': 12.0, 'histogram': [[2.0, 2.0, 2.0, 0.0, 1.0, 2.0, 0.0, 0.0, 1.0, 2.0], [0.034860000014305115, 0.03655099868774414, 0.038242001086473465, 0.03993299975991249, 0.041624002158641815, 0.04331500083208084, 0.04500599950551987, 0.04669700190424919, 0.04838800057768822, 0.05007900297641754, 0.05177000164985657]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.034860000014305115, 'percentile_98': 0.05177000164985657}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.02712000161409378, 'max': 0.045419998466968536, 'mean': 0.03498072922229767, 'count': 6.300000190734863, 'sum': 0.22037860751152039, 'std': 0.006299405443455859, 'median': 0.0327799990773201, 'majority': 0.02712000161409378, 'minority': 0.02712000161409378, 'unique': 12.0, 'histogram': [[2.0, 2.0, 1.0, 1.0, 1.0, 2.0, 0.0, 0.0, 1.0, 2.0], [0.02712000161409378, 0.028950002044439316, 0.030780000612139702, 0.03260999917984009, 0.03443999961018562, 0.03627000004053116, 0.038100000470876694, 0.03993000090122223, 0.041759997606277466, 0.0435900017619133, 0.045419998466968536]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.02712000161409378, 'percentile_98': 0.045419998466968536}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.02484000101685524, 'max': 0.04293999820947647, 'mean': 0.03335171192884445, 'count': 6.300000190734863, 'sum': 0.21011579036712646, 'std': 0.006237719436480847, 'median': 0.033549997955560684, 'majority': 0.02484000101685524, 'minority': 0.02484000101685524, 'unique': 12.0, 'histogram': [[1.0, 3.0, 0.0, 1.0, 2.0, 1.0, 1.0, 0.0, 0.0, 3.0], [0.02484000101685524, 0.026650000363588333, 0.028459999710321426, 0.03026999905705452, 0.03207999840378761, 0.033890001475811005, 0.0357000008225441, 0.03751000016927719, 0.039319999516010284, 0.04112999886274338, 0.04293999820947647]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.02484000101685524, 'percentile_98': 0.04293999820947647}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03458999842405319, 'max': 0.06358999758958817, 'mean': 0.04674440994858742, 'count': 6.300000190734863, 'sum': 0.2944898009300232, 'std': 0.008990406293766691, 'median': 0.04668999835848808, 'majority': 0.03458999842405319, 'minority': 0.03458999842405319, 'unique': 12.0, 'histogram': [[2.0, 1.0, 1.0, 1.0, 1.0, 2.0, 1.0, 2.0, 0.0, 1.0], [0.03458999842405319, 0.03748999908566475, 0.040389999747276306, 0.043289996683597565, 0.04618999734520912, 0.04908999800682068, 0.051989998668432236, 0.05488999933004379, 0.05778999626636505, 0.06069000065326691, 0.06358999758958817]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03458999842405319, 'percentile_98': 0.06358999758958817}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.031300000846385956, 'max': 0.047770000994205475, 'mean': 0.037611108273267746, 'count': 6.300000190734863, 'sum': 0.23694999516010284, 'std': 0.004149157151485677, 'median': 0.03861000016331673, 'majority': 0.031300000846385956, 'minority': 0.031300000846385956, 'unique': 12.0, 'histogram': [[1.0, 1.0, 2.0, 0.0, 2.0, 1.0, 3.0, 1.0, 0.0, 1.0], [0.031300000846385956, 0.03294700011610985, 0.03459399938583374, 0.03624100238084793, 0.03788800165057182, 0.039535000920295715, 0.04118200019001961, 0.0428289994597435, 0.04447600245475769, 0.04612300172448158, 0.047770000994205475]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.031300000846385956, 'percentile_98': 0.043480001389980316}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03053000010550022, 'max': 0.04952999949455261, 'mean': 0.03534415736794472, 'count': 6.300000190734863, 'sum': 0.22266820073127747, 'std': 0.004966696652610872, 'median': 0.0340299978852272, 'majority': 0.03053000010550022, 'minority': 0.03053000010550022, 'unique': 12.0, 'histogram': [[4.0, 2.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0], [0.03053000010550022, 0.032430000603199005, 0.03432999923825264, 0.036229997873306274, 0.03813000023365021, 0.04002999886870384, 0.04192999750375748, 0.04382999986410141, 0.045729998499155045, 0.04762999713420868, 0.04952999949455261]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03053000010550022, 'percentile_98': 0.049300000071525574}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.038589999079704285, 'max': 0.07284999638795853, 'mean': 0.05046580731868744, 'count': 6.300000190734863, 'sum': 0.3179346024990082, 'std': 0.011737297202515035, 'median': 0.04675000160932541, 'majority': 0.038589999079704285, 'minority': 0.038589999079704285, 'unique': 12.0, 'histogram': [[4.0, 2.0, 2.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0], [0.038589999079704285, 0.04201599955558777, 0.04544200003147125, 0.048868000507354736, 0.05229399725794792, 0.055719997733831406, 0.05914599820971489, 0.06257199496030807, 0.06599799543619156, 0.06942399591207504, 0.07284999638795853]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.038589999079704285, 'percentile_98': 0.07284999638795853}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04827999696135521, 'max': 0.11808999627828598, 'mean': 0.08265333622694016, 'count': 6.300000190734863, 'sum': 0.5207160115242004, 'std': 0.018482494450450547, 'median': 0.07680999487638474, 'majority': 0.04827999696135521, 'minority': 0.04827999696135521, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 2.0, 3.0, 0.0, 1.0, 2.0, 0.0, 1.0], [0.04827999696135521, 0.055260997265577316, 0.06224199756979942, 0.06922300159931183, 0.07620400190353394, 0.08318500220775604, 0.09016600251197815, 0.09714700281620026, 0.10412800312042236, 0.11110900342464447, 0.11808999627828598]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.06161000207066536, 'percentile_98': 0.11808999627828598}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.045990001410245895, 'max': 0.09883999824523926, 'mean': 0.06306038051843643, 'count': 6.300000190734863, 'sum': 0.39728042483329773, 'std': 0.019063234244241337, 'median': 0.05204999819397926, 'majority': 0.045990001410245895, 'minority': 0.045990001410245895, 'unique': 12.0, 'histogram': [[3.0, 2.0, 3.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 2.0], [0.045990001410245895, 0.05127499997615814, 0.05656000226736069, 0.061845000833272934, 0.06712999939918518, 0.07241499423980713, 0.07770000398159027, 0.08298499882221222, 0.08826999366283417, 0.09355499595403671, 0.09883999824523926]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.045990001410245895, 'percentile_98': 0.09883999824523926}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03821999952197075, 'max': 0.05522000044584274, 'mean': 0.045606598258018494, 'count': 6.300000190734863, 'sum': 0.2873215675354004, 'std': 0.004255677150030035, 'median': 0.044199999421834946, 'majority': 0.03821999952197075, 'minority': 0.03821999952197075, 'unique': 12.0, 'histogram': [[1.0, 0.0, 1.0, 3.0, 1.0, 0.0, 2.0, 1.0, 2.0, 1.0], [0.03821999952197075, 0.03991999849677086, 0.04162000119686127, 0.04332000017166138, 0.04501999914646149, 0.0467199981212616, 0.048420000821352005, 0.050119999796152115, 0.05182000249624252, 0.05352000147104263, 0.05522000044584274]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03821999952197075, 'percentile_98': 0.053310003131628036}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03830000013113022, 'max': 0.056779999285936356, 'mean': 0.045169647783041, 'count': 6.300000190734863, 'sum': 0.28456878662109375, 'std': 0.004331455413432607, 'median': 0.04394000023603439, 'majority': 0.03830000013113022, 'minority': 0.03830000013113022, 'unique': 12.0, 'histogram': [[1.0, 0.0, 2.0, 2.0, 1.0, 3.0, 0.0, 1.0, 1.0, 1.0], [0.03830000013113022, 0.04014800116419792, 0.04199599847197533, 0.04384399950504303, 0.04569200053811073, 0.047540001571178436, 0.04938799887895584, 0.051235999912023544, 0.05308400094509125, 0.05493199825286865, 0.056779999285936356]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03830000013113022, 'percentile_98': 0.05365000292658806}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03488000109791756, 'max': 0.05504000186920166, 'mean': 0.04113158583641052, 'count': 6.300000190734863, 'sum': 0.25912898778915405, 'std': 0.00398430429117137, 'median': 0.040449999272823334, 'majority': 0.03488000109791756, 'minority': 0.03488000109791756, 'unique': 12.0, 'histogram': [[1.0, 2.0, 2.0, 2.0, 2.0, 0.0, 1.0, 1.0, 0.0, 1.0], [0.03488000109791756, 0.036896001547575, 0.03891200199723244, 0.04092800244688988, 0.04294399917125702, 0.04495999962091446, 0.0469760000705719, 0.04899200052022934, 0.05100800096988678, 0.05302400141954422, 0.05504000186920166]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03488000109791756, 'percentile_98': 0.05040999874472618}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.025609999895095825, 'max': 0.04027000069618225, 'mean': 0.03240193426609039, 'count': 6.300000190734863, 'sum': 0.20413219928741455, 'std': 0.003241832609871846, 'median': 0.031449999660253525, 'majority': 0.025609999895095825, 'minority': 0.025609999895095825, 'unique': 12.0, 'histogram': [[1.0, 0.0, 0.0, 3.0, 1.0, 3.0, 1.0, 0.0, 1.0, 2.0], [0.025609999895095825, 0.027076000347733498, 0.02854200080037117, 0.030007999390363693, 0.031474001705646515, 0.03294000029563904, 0.03440599888563156, 0.03587200120091438, 0.037337999790906906, 0.03880400210618973, 0.04027000069618225]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.025609999895095825, 'percentile_98': 0.03904999792575836}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.013979999348521233, 'max': 0.021069999784231186, 'mean': 0.017204856500029564, 'count': 6.300000190734863, 'sum': 0.10839059948921204, 'std': 0.0018451150219249764, 'median': 0.016599999740719795, 'majority': 0.013979999348521233, 'minority': 0.013979999348521233, 'unique': 12.0, 'histogram': [[1.0, 1.0, 0.0, 2.0, 1.0, 1.0, 2.0, 2.0, 0.0, 2.0], [0.013979999348521233, 0.014688999392092228, 0.015397999435663223, 0.016107000410556793, 0.016815999522805214, 0.017524998635053635, 0.018233999609947205, 0.018943000584840775, 0.019651999697089195, 0.020360998809337616, 0.021069999784231186]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.013979999348521233, 'percentile_98': 0.021069999784231186}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.01704000122845173, 'max': 0.03481000289320946, 'mean': 0.024723555892705917, 'count': 6.300000190734863, 'sum': 0.15575841069221497, 'std': 0.005159443098634788, 'median': 0.023559998720884323, 'majority': 0.01704000122845173, 'minority': 0.01704000122845173, 'unique': 12.0, 'histogram': [[1.0, 2.0, 0.0, 2.0, 1.0, 1.0, 3.0, 1.0, 0.0, 1.0], [0.01704000122845173, 0.018817001953721046, 0.020594000816345215, 0.022371001541614532, 0.02414800226688385, 0.025925002992153168, 0.027702001854777336, 0.029479002580046654, 0.03125600144267082, 0.03303300216794014, 0.03481000289320946]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.01704000122845173, 'percentile_98': 0.03481000289320946}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.02694000117480755, 'max': 0.04605000093579292, 'mean': 0.036372601985931396, 'count': 6.300000190734863, 'sum': 0.22914738953113556, 'std': 0.006332727216844117, 'median': 0.03334999829530716, 'majority': 0.02694000117480755, 'minority': 0.02694000117480755, 'unique': 12.0, 'histogram': [[1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 4.0, 2.0, 0.0, 2.0], [0.02694000117480755, 0.02885100059211254, 0.030762001872062683, 0.032673001289367676, 0.03458400070667267, 0.03649500012397766, 0.038405999541282654, 0.040316998958587646, 0.04222800210118294, 0.04413900151848793, 0.04605000093579292]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.02694000117480755, 'percentile_98': 0.04605000093579292}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04836000129580498, 'max': 0.07852999866008759, 'mean': 0.06049536168575287, 'count': 6.300000190734863, 'sum': 0.38112080097198486, 'std': 0.009711628511597983, 'median': 0.0589199997484684, 'majority': 0.04836000129580498, 'minority': 0.04836000129580498, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 1.0, 5.0, 0.0, 0.0, 0.0, 1.0, 2.0], [0.04836000129580498, 0.05137700214982033, 0.05439399927854538, 0.05741100013256073, 0.06042800098657608, 0.06344500184059143, 0.06646199524402618, 0.06947900354862213, 0.07249599695205688, 0.07551299780607224, 0.07852999866008759]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04836000129580498, 'percentile_98': 0.07852999866008759}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.01827000081539154, 'max': 0.02589999884366989, 'mean': 0.021336792036890984, 'count': 6.300000190734863, 'sum': 0.13442179560661316, 'std': 0.0023517971198449995, 'median': 0.021780000999569893, 'majority': 0.01827000081539154, 'minority': 0.01827000081539154, 'unique': 12.0, 'histogram': [[2.0, 0.0, 1.0, 1.0, 2.0, 1.0, 1.0, 2.0, 1.0, 1.0], [0.01827000081539154, 0.019032999873161316, 0.01979600079357624, 0.020558999851346016, 0.02132200077176094, 0.022084999829530716, 0.02284799888730049, 0.023610999807715416, 0.02437399886548519, 0.025136999785900116, 0.02589999884366989]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.01827000081539154, 'percentile_98': 0.02589999884366989}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.010289999656379223, 'max': 0.024860000237822533, 'mean': 0.015984760597348213, 'count': 6.300000190734863, 'sum': 0.10070399194955826, 'std': 0.004532329939586094, 'median': 0.014419999904930592, 'majority': 0.010289999656379223, 'minority': 0.010289999656379223, 'unique': 12.0, 'histogram': [[1.0, 1.0, 4.0, 0.0, 0.0, 1.0, 0.0, 3.0, 1.0, 1.0], [0.010289999656379223, 0.011746999807655811, 0.0132039999589324, 0.014660999178886414, 0.016117999330163002, 0.01757499948143959, 0.01903199963271618, 0.020488999783992767, 0.021945999935269356, 0.023403000086545944, 0.024860000237822533]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.010289999656379223, 'percentile_98': 0.022770000621676445}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.05152999982237816, 'max': 0.09198000282049179, 'mean': 0.06444596499204636, 'count': 6.300000190734863, 'sum': 0.40600961446762085, 'std': 0.0116452592447332, 'median': 0.060759998857975006, 'majority': 0.05152999982237816, 'minority': 0.05152999982237816, 'unique': 12.0, 'histogram': [[2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 3.0, 0.0, 0.0, 1.0], [0.05152999982237816, 0.05557499825954437, 0.059620000422000885, 0.0636650025844574, 0.06770999729633331, 0.07175499945878983, 0.07580000162124634, 0.07984500378370285, 0.08389000594615936, 0.08793500065803528, 0.09198000282049179]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.05152999982237816, 'percentile_98': 0.09198000282049179}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.05516999959945679, 'max': 0.09364999830722809, 'mean': 0.074351966381073, 'count': 6.300000190734863, 'sum': 0.4684174060821533, 'std': 0.011404633207403602, 'median': 0.07070999592542648, 'majority': 0.05516999959945679, 'minority': 0.05516999959945679, 'unique': 12.0, 'histogram': [[1.0, 1.0, 2.0, 0.0, 2.0, 2.0, 1.0, 1.0, 0.0, 2.0], [0.05516999959945679, 0.05901800096035004, 0.06286600232124329, 0.06671400368213654, 0.07056199759244919, 0.07440999895334244, 0.07825800031423569, 0.08210600167512894, 0.08595399558544159, 0.08980199694633484, 0.09364999830722809]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.05516999959945679, 'percentile_98': 0.09364999830722809}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03836999833583832, 'max': 0.057110000401735306, 'mean': 0.047266893088817596, 'count': 6.300000190734863, 'sum': 0.29778143763542175, 'std': 0.005943143472869647, 'median': 0.04504000023007393, 'majority': 0.03836999833583832, 'minority': 0.03836999833583832, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 1.0, 2.0, 2.0, 1.0, 1.0, 0.0, 2.0], [0.03836999833583832, 0.04024399816989899, 0.042117998003959656, 0.043991997838020325, 0.045865997672080994, 0.04773999750614166, 0.04961399734020233, 0.0514880008995533, 0.05336200073361397, 0.05523600056767464, 0.057110000401735306]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03836999833583832, 'percentile_98': 0.057110000401735306}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04043000191450119, 'max': 0.058639999479055405, 'mean': 0.04915701225399971, 'count': 6.300000190734863, 'sum': 0.3096891939640045, 'std': 0.00598461264324104, 'median': 0.04629000276327133, 'majority': 0.04043000191450119, 'minority': 0.04043000191450119, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 2.0, 0.0, 1.0, 2.0], [0.04043000191450119, 0.04225100204348564, 0.04407200217247009, 0.045893002301454544, 0.047714002430438995, 0.04953499883413315, 0.0513560026884079, 0.05317699909210205, 0.0549979992210865, 0.05681899935007095, 0.058639999479055405]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04043000191450119, 'percentile_98': 0.058639999479055405}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.032660000026226044, 'max': 0.04673000052571297, 'mean': 0.039264027029275894, 'count': 6.300000190734863, 'sum': 0.2473633885383606, 'std': 0.004611784999954028, 'median': 0.037150003015995026, 'majority': 0.032660000026226044, 'minority': 0.032660000026226044, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 1.0, 2.0, 1.0, 1.0, 1.0, 1.0, 2.0], [0.032660000026226044, 0.034067001193761826, 0.03547399863600731, 0.03688099980354309, 0.03828800097107887, 0.039695002138614655, 0.04110199958086014, 0.04250900074839592, 0.0439160019159317, 0.045322999358177185, 0.04673000052571297]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.032660000026226044, 'percentile_98': 0.04673000052571297}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.015289999544620514, 'max': 0.02249000035226345, 'mean': 0.01868215948343277, 'count': 6.300000190734863, 'sum': 0.11769760400056839, 'std': 0.0024506160503178563, 'median': 0.017340000718832016, 'majority': 0.015289999544620514, 'minority': 0.015289999544620514, 'unique': 12.0, 'histogram': [[1.0, 1.0, 2.0, 0.0, 3.0, 0.0, 0.0, 1.0, 1.0, 3.0], [0.015289999544620514, 0.016009999439120293, 0.01672999933362007, 0.01744999922811985, 0.01816999912261963, 0.018890000879764557, 0.019609998911619186, 0.020330000668764114, 0.021050000563263893, 0.021770000457763672, 0.02249000035226345]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.015289999544620514, 'percentile_98': 0.02238999865949154}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.015329999849200249, 'max': 0.02198999933898449, 'mean': 0.018261268734931946, 'count': 6.300000190734863, 'sum': 0.11504599452018738, 'std': 0.0024120543587726646, 'median': 0.017340000718832016, 'majority': 0.015329999849200249, 'minority': 0.015329999849200249, 'unique': 12.0, 'histogram': [[2.0, 0.0, 1.0, 1.0, 3.0, 2.0, 0.0, 0.0, 1.0, 2.0], [0.015329999849200249, 0.015995999798178673, 0.016661999747157097, 0.01732799969613552, 0.017993999645113945, 0.01865999959409237, 0.019325999543070793, 0.019991999492049217, 0.02065799944102764, 0.021323999390006065, 0.02198999933898449]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.015329999849200249, 'percentile_98': 0.02198999933898449}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.02841999940574169, 'max': 0.03968000039458275, 'mean': 0.03380301967263222, 'count': 6.300000190734863, 'sum': 0.21295902132987976, 'std': 0.004080878151853681, 'median': 0.034460000693798065, 'majority': 0.02841999940574169, 'minority': 0.02841999940574169, 'unique': 12.0, 'histogram': [[2.0, 1.0, 0.0, 1.0, 2.0, 1.0, 1.0, 1.0, 1.0, 2.0], [0.02841999940574169, 0.029546000063419342, 0.030671998858451843, 0.031797997653484344, 0.032924000173807144, 0.034049998968839645, 0.035176001489162445, 0.036302000284194946, 0.03742799907922745, 0.03855399787425995, 0.03968000039458275]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.02841999940574169, 'percentile_98': 0.03968000039458275}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.02687999978661537, 'max': 0.040300000458955765, 'mean': 0.03406701236963272, 'count': 6.300000190734863, 'sum': 0.21462218463420868, 'std': 0.004371206151888789, 'median': 0.03418000042438507, 'majority': 0.02687999978661537, 'minority': 0.02687999978661537, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 0.0, 0.0, 3.0, 1.0, 0.0, 2.0, 3.0], [0.02687999978661537, 0.02822200022637844, 0.02956400066614151, 0.03090599924325943, 0.03224800154566765, 0.03359000012278557, 0.03493200242519379, 0.03627400100231171, 0.037615999579429626, 0.038958001881837845, 0.040300000458955765]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.02687999978661537, 'percentile_98': 0.040300000458955765}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.05130000039935112, 'max': 0.0863099992275238, 'mean': 0.06676583737134933, 'count': 6.300000190734863, 'sum': 0.4206247925758362, 'std': 0.01134909236535704, 'median': 0.0708099976181984, 'majority': 0.05130000039935112, 'minority': 0.05130000039935112, 'unique': 12.0, 'histogram': [[2.0, 2.0, 1.0, 0.0, 1.0, 2.0, 1.0, 1.0, 1.0, 1.0], [0.05130000039935112, 0.05480100214481354, 0.05830200016498566, 0.061802998185157776, 0.0653039962053299, 0.06880500167608261, 0.07230599969625473, 0.07580699771642685, 0.07930800318717957, 0.08280900120735168, 0.0863099992275238]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.05130000039935112, 'percentile_98': 0.0863099992275238}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.01889999955892563, 'max': 0.032430000603199005, 'mean': 0.02401999942958355, 'count': 6.300000190734863, 'sum': 0.1513260006904602, 'std': 0.00415791240167901, 'median': 0.023520000278949738, 'majority': 0.01889999955892563, 'minority': 0.01889999955892563, 'unique': 12.0, 'histogram': [[3.0, 0.0, 0.0, 2.0, 0.0, 3.0, 2.0, 1.0, 0.0, 1.0], [0.01889999955892563, 0.020252998918294907, 0.021606000140309334, 0.022958999499678612, 0.02431200072169304, 0.025665000081062317, 0.027017999440431595, 0.028370998799800873, 0.0297240000218153, 0.031077001243829727, 0.032430000603199005]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.01889999955892563, 'percentile_98': 0.032430000603199005}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.017160000279545784, 'max': 0.03302999958395958, 'mean': 0.023121362552046776, 'count': 6.300000190734863, 'sum': 0.14566458761692047, 'std': 0.004778177478389358, 'median': 0.020560000091791153, 'majority': 0.017160000279545784, 'minority': 0.017160000279545784, 'unique': 12.0, 'histogram': [[1.0, 3.0, 2.0, 2.0, 0.0, 2.0, 0.0, 0.0, 1.0, 1.0], [0.017160000279545784, 0.01874700002372265, 0.020333999767899513, 0.021921001374721527, 0.02350800111889839, 0.025095000863075256, 0.02668200060725212, 0.028269000351428986, 0.02985600009560585, 0.031442999839782715, 0.03302999958395958]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.018950000405311584, 'percentile_98': 0.03302999958395958}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.029690001159906387, 'max': 0.11144999414682388, 'mean': 0.07404545694589615, 'count': 6.300000190734863, 'sum': 0.466486394405365, 'std': 0.02198112576225422, 'median': 0.07586000114679337, 'majority': 0.029690001159906387, 'minority': 0.029690001159906387, 'unique': 12.0, 'histogram': [[2.0, 1.0, 1.0, 1.0, 2.0, 1.0, 0.0, 3.0, 0.0, 1.0], [0.029690001159906387, 0.03786600008606911, 0.04604199901223183, 0.054217997938394547, 0.062393996864557266, 0.07056999206542969, 0.07874599099159241, 0.08692198991775513, 0.09509798884391785, 0.10327398777008057, 0.11144999414682388]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.031780000776052475, 'percentile_98': 0.11144999414682388}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04100999981164932, 'max': 0.09987999498844147, 'mean': 0.06328748911619186, 'count': 6.300000190734863, 'sum': 0.3987112045288086, 'std': 0.019329963529470088, 'median': 0.05204999819397926, 'majority': 0.04100999981164932, 'minority': 0.04100999981164932, 'unique': 12.0, 'histogram': [[2.0, 4.0, 1.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 2.0], [0.04100999981164932, 0.04689699783921242, 0.05278399959206581, 0.058670997619628906, 0.0645579993724823, 0.0704450011253357, 0.07633199542760849, 0.08221899718046188, 0.08810599148273468, 0.09399299323558807, 0.09987999498844147]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.043880000710487366, 'percentile_98': 0.09987999498844147}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04303999990224838, 'max': 0.05965999886393547, 'mean': 0.0510869175195694, 'count': 6.300000190734863, 'sum': 0.3218475878238678, 'std': 0.005270552874136679, 'median': 0.051180001348257065, 'majority': 0.051180001348257065, 'minority': 0.04303999990224838, 'unique': 11.0, 'histogram': [[2.0, 0.0, 0.0, 0.0, 4.0, 1.0, 0.0, 2.0, 2.0, 1.0], [0.04303999990224838, 0.04470200091600418, 0.04636399820446968, 0.04802599921822548, 0.04968800023198128, 0.05134999752044678, 0.053011998534202576, 0.054673999547958374, 0.05633600056171417, 0.05799799785017967, 0.05965999886393547]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04303999990224838, 'percentile_98': 0.05965999886393547}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04032000154256821, 'max': 0.056210000067949295, 'mean': 0.04816028103232384, 'count': 6.300000190734863, 'sum': 0.30340978503227234, 'std': 0.005216752456262511, 'median': 0.04772999882698059, 'majority': 0.04032000154256821, 'minority': 0.04032000154256821, 'unique': 12.0, 'histogram': [[2.0, 0.0, 0.0, 0.0, 4.0, 1.0, 1.0, 1.0, 0.0, 3.0], [0.04032000154256821, 0.041909001767635345, 0.043498001992702484, 0.04508700221776962, 0.04667600244283676, 0.0482650026679039, 0.04985400289297104, 0.05144299939274788, 0.05303199961781502, 0.054620999842882156, 0.056210000067949295]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04032000154256821, 'percentile_98': 0.05608000233769417}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03003000095486641, 'max': 0.04617999866604805, 'mean': 0.03638939559459686, 'count': 6.300000190734863, 'sum': 0.22925320267677307, 'std': 0.004008959170982608, 'median': 0.03638000041246414, 'majority': 0.03003000095486641, 'minority': 0.03003000095486641, 'unique': 12.0, 'histogram': [[2.0, 0.0, 0.0, 3.0, 2.0, 2.0, 0.0, 1.0, 0.0, 2.0], [0.03003000095486641, 0.031644999980926514, 0.03325999900698662, 0.03487499803304672, 0.036490000784397125, 0.03810499981045723, 0.039719998836517334, 0.04133499786257744, 0.04294999688863754, 0.044564999639987946, 0.04617999866604805]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03003000095486641, 'percentile_98': 0.04458000138401985}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.015430000610649586, 'max': 0.030169999226927757, 'mean': 0.021920064464211464, 'count': 6.300000190734863, 'sum': 0.1380964070558548, 'std': 0.0033300254699541315, 'median': 0.021770000457763672, 'majority': 0.015430000610649586, 'minority': 0.015430000610649586, 'unique': 12.0, 'histogram': [[1.0, 0.0, 2.0, 1.0, 1.0, 1.0, 4.0, 0.0, 1.0, 1.0], [0.015430000610649586, 0.01690400019288063, 0.01837800070643425, 0.01985200121998787, 0.02132599987089634, 0.02279999852180481, 0.02427399903535843, 0.02574799954891205, 0.027222000062465668, 0.028695998713374138, 0.030169999226927757]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.015430000610649586, 'percentile_98': 0.030169999226927757}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.01355000026524067, 'max': 0.020749999210238457, 'mean': 0.01717558689415455, 'count': 6.300000190734863, 'sum': 0.10820620507001877, 'std': 0.0025146661162912336, 'median': 0.017839999869465828, 'majority': 0.01355000026524067, 'minority': 0.01355000026524067, 'unique': 12.0, 'histogram': [[2.0, 0.0, 1.0, 0.0, 0.0, 2.0, 2.0, 1.0, 3.0, 1.0], [0.01355000026524067, 0.014270000159740448, 0.014990000054240227, 0.015709999948740005, 0.016429999843239784, 0.017149999737739563, 0.017869999632239342, 0.01858999952673912, 0.0193099994212389, 0.020029999315738678, 0.020749999210238457]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.01355000026524067, 'percentile_98': 0.020749999210238457}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.01039000041782856, 'max': 0.016920000314712524, 'mean': 0.013850126415491104, 'count': 6.300000190734863, 'sum': 0.0872557982802391, 'std': 0.002337883132405293, 'median': 0.014939999207854271, 'majority': 0.01039000041782856, 'minority': 0.01039000041782856, 'unique': 12.0, 'histogram': [[2.0, 0.0, 1.0, 0.0, 2.0, 2.0, 1.0, 2.0, 1.0, 1.0], [0.01039000041782856, 0.011043000034987926, 0.011696000583469868, 0.012349000200629234, 0.013002000749111176, 0.013655000366270542, 0.014307999983429909, 0.01496100053191185, 0.015614000149071217, 0.016266999766230583, 0.016920000314712524]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.01039000041782856, 'percentile_98': 0.016920000314712524}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.02613999880850315, 'max': 0.0363599993288517, 'mean': 0.031178824603557587, 'count': 6.300000190734863, 'sum': 0.1964266002178192, 'std': 0.003587661050065719, 'median': 0.030959999188780785, 'majority': 0.02613999880850315, 'minority': 0.02613999880850315, 'unique': 12.0, 'histogram': [[2.0, 0.0, 1.0, 0.0, 1.0, 1.0, 2.0, 0.0, 3.0, 2.0], [0.02613999880850315, 0.02716199867427349, 0.02818399854004383, 0.02920599840581417, 0.03022800013422966, 0.03125, 0.03227199986577034, 0.03329399973154068, 0.03431599959731102, 0.03533799946308136, 0.0363599993288517]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.02613999880850315, 'percentile_98': 0.0363599993288517}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04715999960899353, 'max': 0.07015000283718109, 'mean': 0.05925384536385536, 'count': 6.300000190734863, 'sum': 0.373299241065979, 'std': 0.008302653325972327, 'median': 0.05624999850988388, 'majority': 0.04715999960899353, 'minority': 0.04715999960899353, 'unique': 12.0, 'histogram': [[1.0, 1.0, 0.0, 2.0, 0.0, 2.0, 1.0, 1.0, 2.0, 2.0], [0.04715999960899353, 0.04945899918675423, 0.05175799876451492, 0.05405700206756592, 0.056356001645326614, 0.05865500122308731, 0.06095400080084801, 0.0632530003786087, 0.0655520036816597, 0.0678509995341301, 0.07015000283718109]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04715999960899353, 'percentile_98': 0.07015000283718109}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.040869999676942825, 'max': 0.09829000383615494, 'mean': 0.060147423297166824, 'count': 6.300000190734863, 'sum': 0.3789287805557251, 'std': 0.019334488932458226, 'median': 0.04915999993681908, 'majority': 0.040869999676942825, 'minority': 0.040869999676942825, 'unique': 12.0, 'histogram': [[4.0, 3.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 1.0, 1.0], [0.040869999676942825, 0.046612001955509186, 0.05235400050878525, 0.05809599906206131, 0.06383800506591797, 0.06958000361919403, 0.07532200217247009, 0.08106400072574615, 0.08680599927902222, 0.09254799783229828, 0.09829000383615494]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.040869999676942825, 'percentile_98': 0.09829000383615494}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.013090000487864017, 'max': 0.023559998720884323, 'mean': 0.017440635710954666, 'count': 6.300000190734863, 'sum': 0.10987600684165955, 'std': 0.002845557054444052, 'median': 0.01759999990463257, 'majority': 0.013090000487864017, 'minority': 0.013090000487864017, 'unique': 12.0, 'histogram': [[1.0, 2.0, 0.0, 1.0, 1.0, 2.0, 0.0, 3.0, 1.0, 1.0], [0.013090000487864017, 0.01413699984550476, 0.015184000134468079, 0.016231000423431396, 0.017278000712394714, 0.018324999138712883, 0.0193719994276762, 0.02041899971663952, 0.021465998142957687, 0.022512998431921005, 0.023559998720884323]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.013090000487864017, 'percentile_98': 0.023559998720884323}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.02938999980688095, 'max': 0.07021000236272812, 'mean': 0.046270254999399185, 'count': 6.300000190734863, 'sum': 0.29150262475013733, 'std': 0.01450887646844241, 'median': 0.04543999955058098, 'majority': 0.02938999980688095, 'minority': 0.02938999980688095, 'unique': 12.0, 'histogram': [[3.0, 1.0, 2.0, 1.0, 0.0, 1.0, 2.0, 0.0, 1.0, 1.0], [0.02938999980688095, 0.03347200155258179, 0.037553999572992325, 0.04163600131869316, 0.0457179993391037, 0.049800001084804535, 0.05388200283050537, 0.05796400457620621, 0.062046002596616745, 0.06612800061702728, 0.07021000236272812]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.02938999980688095, 'percentile_98': 0.07021000236272812}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.0494999997317791, 'max': 0.10716000199317932, 'mean': 0.07479609549045563, 'count': 6.300000190734863, 'sum': 0.4712153971195221, 'std': 0.017356593370812218, 'median': 0.07076000422239304, 'majority': 0.0494999997317791, 'minority': 0.0494999997317791, 'unique': 12.0, 'histogram': [[2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 0.0, 0.0, 2.0], [0.0494999997317791, 0.05526600033044815, 0.0610320009291172, 0.06679800152778625, 0.07256399840116501, 0.07833000272512436, 0.08409599959850311, 0.08986200392246246, 0.09562800079584122, 0.10139399766921997, 0.10716000199317932]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.0494999997317791, 'percentile_98': 0.10716000199317932}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.040150001645088196, 'max': 0.05779999867081642, 'mean': 0.04965145140886307, 'count': 6.300000190734863, 'sum': 0.3128041625022888, 'std': 0.0051193088070784105, 'median': 0.04839000105857849, 'majority': 0.040150001645088196, 'minority': 0.040150001645088196, 'unique': 12.0, 'histogram': [[1.0, 0.0, 1.0, 0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0], [0.040150001645088196, 0.04191499948501587, 0.04368000105023384, 0.04544500261545181, 0.047210000455379486, 0.04897499829530716, 0.05073999986052513, 0.0525050014257431, 0.054269999265670776, 0.05603499710559845, 0.05779999867081642]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.040150001645088196, 'percentile_98': 0.05779999867081642}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03598000109195709, 'max': 0.05299000069499016, 'mean': 0.04463425651192665, 'count': 6.300000190734863, 'sum': 0.28119581937789917, 'std': 0.005092902836511247, 'median': 0.0428600013256073, 'majority': 0.03598000109195709, 'minority': 0.03598000109195709, 'unique': 12.0, 'histogram': [[1.0, 1.0, 0.0, 0.0, 2.0, 0.0, 4.0, 2.0, 0.0, 2.0], [0.03598000109195709, 0.03768100216984749, 0.039381999522447586, 0.04108300060033798, 0.04278400167822838, 0.044485002756118774, 0.04618600010871887, 0.04788700118660927, 0.049588002264499664, 0.05128899961709976, 0.05299000069499016]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03598000109195709, 'percentile_98': 0.05299000069499016}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03036000020802021, 'max': 0.04447999969124794, 'mean': 0.03824082389473915, 'count': 6.300000190734863, 'sum': 0.24091720581054688, 'std': 0.00423206493000692, 'median': 0.03693999722599983, 'majority': 0.03036000020802021, 'minority': 0.03036000020802021, 'unique': 12.0, 'histogram': [[1.0, 0.0, 1.0, 0.0, 2.0, 1.0, 1.0, 1.0, 3.0, 2.0], [0.03036000020802021, 0.03177199885249138, 0.0331839993596077, 0.034595999866724014, 0.03600800037384033, 0.03742000088095665, 0.03883200138807297, 0.04024399816989899, 0.041655998677015305, 0.04306799918413162, 0.04447999969124794]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03036000020802021, 'percentile_98': 0.04447999969124794}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.027629999443888664, 'max': 0.041099999099969864, 'mean': 0.03527825325727463, 'count': 6.300000190734863, 'sum': 0.2222530096769333, 'std': 0.004095495253329845, 'median': 0.033990003168582916, 'majority': 0.027629999443888664, 'minority': 0.027629999443888664, 'unique': 12.0, 'histogram': [[1.0, 0.0, 1.0, 0.0, 2.0, 1.0, 0.0, 2.0, 1.0, 4.0], [0.027629999443888664, 0.02897699922323227, 0.030323999002575874, 0.03167099878191948, 0.033018000423908234, 0.03436499834060669, 0.035711999982595444, 0.0370590016245842, 0.038405999541282654, 0.03975299745798111, 0.041099999099969864]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.027629999443888664, 'percentile_98': 0.041099999099969864}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.026669999584555626, 'max': 0.040060002356767654, 'mean': 0.03371117636561394, 'count': 6.300000190734863, 'sum': 0.21238040924072266, 'std': 0.004059977389404975, 'median': 0.03300999850034714, 'majority': 0.026669999584555626, 'minority': 0.026669999584555626, 'unique': 12.0, 'histogram': [[1.0, 0.0, 1.0, 0.0, 2.0, 1.0, 1.0, 2.0, 2.0, 2.0], [0.026669999584555626, 0.028008999302983284, 0.02934800088405609, 0.03068700060248375, 0.03202600032091141, 0.033365000039339066, 0.034703999757766724, 0.03604300320148468, 0.03738200291991234, 0.038721002638339996, 0.040060002356767654]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.026669999584555626, 'percentile_98': 0.040060002356767654}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03329000249505043, 'max': 0.05045999959111214, 'mean': 0.0412248894572258, 'count': 6.300000190734863, 'sum': 0.25971680879592896, 'std': 0.004619796049392326, 'median': 0.041029997169971466, 'majority': 0.03329000249505043, 'minority': 0.03329000249505043, 'unique': 12.0, 'histogram': [[1.0, 1.0, 0.0, 0.0, 3.0, 3.0, 0.0, 0.0, 2.0, 2.0], [0.03329000249505043, 0.03500700369477272, 0.03672400116920471, 0.038441002368927, 0.040157999843358994, 0.041875001043081284, 0.043591998517513275, 0.045308999717235565, 0.047026000916957855, 0.04874299839138985, 0.05045999959111214]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03329000249505043, 'percentile_98': 0.05045999959111214}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.00761000020429492, 'max': 0.020339999347925186, 'mean': 0.01204346027225256, 'count': 6.300000190734863, 'sum': 0.07587379962205887, 'std': 0.003454082119138837, 'median': 0.01119999960064888, 'majority': 0.009469999931752682, 'minority': 0.00761000020429492, 'unique': 11.0, 'histogram': [[2.0, 3.0, 1.0, 1.0, 2.0, 0.0, 2.0, 0.0, 0.0, 1.0], [0.00761000020429492, 0.00888300035148859, 0.010156000033020973, 0.011428999714553356, 0.01270199939608574, 0.013975000008940697, 0.01524799969047308, 0.016520999372005463, 0.01779399998486042, 0.01906699873507023, 0.020339999347925186]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.00761000020429492, 'percentile_98': 0.020339999347925186}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.017299998551607132, 'max': 0.04568000137805939, 'mean': 0.029448887333273888, 'count': 6.300000190734863, 'sum': 0.1855279952287674, 'std': 0.007140246414078761, 'median': 0.02775000035762787, 'majority': 0.017299998551607132, 'minority': 0.017299998551607132, 'unique': 12.0, 'histogram': [[1.0, 3.0, 0.0, 4.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0], [0.017299998551607132, 0.020137999206781387, 0.022975999861955643, 0.02581399865448475, 0.028651999309659004, 0.03148999810218811, 0.034327998757362366, 0.03716599941253662, 0.040004000067710876, 0.04284200072288513, 0.04568000137805939]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.02045000158250332, 'percentile_98': 0.04568000137805939}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03797999769449234, 'max': 0.09775000065565109, 'mean': 0.05550313740968704, 'count': 6.300000190734863, 'sum': 0.34966978430747986, 'std': 0.01586017080040404, 'median': 0.04763999953866005, 'majority': 0.03797999769449234, 'minority': 0.03797999769449234, 'unique': 12.0, 'histogram': [[3.0, 2.0, 1.0, 1.0, 1.0, 2.0, 1.0, 0.0, 0.0, 1.0], [0.03797999769449234, 0.043956998735666275, 0.04993399977684021, 0.055910997092723846, 0.06188799813389778, 0.06786499917507172, 0.07384199649095535, 0.07981899380683899, 0.08579599857330322, 0.09177300333976746, 0.09775000065565109]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03797999769449234, 'percentile_98': 0.09775000065565109}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.040470000356435776, 'max': 0.053700000047683716, 'mean': 0.045340921729803085, 'count': 6.300000190734863, 'sum': 0.28564780950546265, 'std': 0.0033293939579212067, 'median': 0.04430999979376793, 'majority': 0.040470000356435776, 'minority': 0.040470000356435776, 'unique': 12.0, 'histogram': [[1.0, 1.0, 3.0, 1.0, 1.0, 0.0, 4.0, 0.0, 0.0, 1.0], [0.040470000356435776, 0.04179299995303154, 0.043115999549627304, 0.04443899914622307, 0.04576199874281883, 0.047085002064704895, 0.04840800166130066, 0.04973100125789642, 0.05105400085449219, 0.05237700045108795, 0.053700000047683716]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.040470000356435776, 'percentile_98': 0.053700000047683716}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.015370000153779984, 'max': 0.04268999770283699, 'mean': 0.027571365237236023, 'count': 6.300000190734863, 'sum': 0.17369960248470306, 'std': 0.008183947797487736, 'median': 0.023600000888109207, 'majority': 0.015370000153779984, 'minority': 0.015370000153779984, 'unique': 12.0, 'histogram': [[1.0, 2.0, 1.0, 2.0, 0.0, 2.0, 1.0, 1.0, 0.0, 2.0], [0.015370000153779984, 0.018101999536156654, 0.020833998918533325, 0.023566000163555145, 0.026297999545931816, 0.029029998928308487, 0.03176200017333031, 0.03449399769306183, 0.03722599893808365, 0.03995800018310547, 0.04268999770283699]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.01865999959409237, 'percentile_98': 0.04268999770283699}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04708000272512436, 'max': 0.10001999884843826, 'mean': 0.06893552094697952, 'count': 6.300000190734863, 'sum': 0.43429380655288696, 'std': 0.01807696285351405, 'median': 0.0684799998998642, 'majority': 0.04708000272512436, 'minority': 0.04708000272512436, 'unique': 12.0, 'histogram': [[2.0, 2.0, 1.0, 1.0, 3.0, 0.0, 0.0, 0.0, 2.0, 1.0], [0.04708000272512436, 0.05237400159239769, 0.05766800045967102, 0.06296200305223465, 0.06825600564479828, 0.07355000078678131, 0.07884400337934494, 0.08413800597190857, 0.0894320011138916, 0.09472599625587463, 0.10001999884843826]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04708000272512436, 'percentile_98': 0.10001999884843826}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04207000136375427, 'max': 0.057349998503923416, 'mean': 0.048874061554670334, 'count': 6.300000190734863, 'sum': 0.3079065978527069, 'std': 0.003951988394934079, 'median': 0.048889998346567154, 'majority': 0.04207000136375427, 'minority': 0.04207000136375427, 'unique': 12.0, 'histogram': [[1.0, 1.0, 0.0, 0.0, 4.0, 3.0, 1.0, 1.0, 0.0, 1.0], [0.04207000136375427, 0.0435979999601841, 0.04512600228190422, 0.046654000878334045, 0.04818199947476387, 0.049709998071193695, 0.05123800039291382, 0.05276599898934364, 0.05429399758577347, 0.05582199990749359, 0.057349998503923416]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04207000136375427, 'percentile_98': 0.057349998503923416}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04179000109434128, 'max': 0.056220002472400665, 'mean': 0.04753856733441353, 'count': 6.300000190734863, 'sum': 0.2994929850101471, 'std': 0.00408985184745661, 'median': 0.04827999696135521, 'majority': 0.04179000109434128, 'minority': 0.04179000109434128, 'unique': 12.0, 'histogram': [[2.0, 0.0, 1.0, 0.0, 5.0, 2.0, 0.0, 1.0, 0.0, 1.0], [0.04179000109434128, 0.0432329997420311, 0.044676002115011215, 0.046119000762701035, 0.04756200313568115, 0.04900500178337097, 0.05044800043106079, 0.05189100280404091, 0.05333400145173073, 0.054777003824710846, 0.056220002472400665]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04179000109434128, 'percentile_98': 0.056220002472400665}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03766999766230583, 'max': 0.0523499995470047, 'mean': 0.043104857206344604, 'count': 6.300000190734863, 'sum': 0.2715606093406677, 'std': 0.003974664455094849, 'median': 0.042729999870061874, 'majority': 0.03766999766230583, 'minority': 0.03766999766230583, 'unique': 12.0, 'histogram': [[2.0, 0.0, 1.0, 3.0, 4.0, 0.0, 0.0, 1.0, 0.0, 1.0], [0.03766999766230583, 0.03913799673318863, 0.040605999529361725, 0.04207399860024452, 0.04354199767112732, 0.045010000467300415, 0.04647799953818321, 0.04794599860906601, 0.049414001405239105, 0.0508820004761219, 0.0523499995470047]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03766999766230583, 'percentile_98': 0.0523499995470047}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.024700000882148743, 'max': 0.03684999793767929, 'mean': 0.028828443959355354, 'count': 6.300000190734863, 'sum': 0.18161919713020325, 'std': 0.003210037291365868, 'median': 0.028179999440908432, 'majority': 0.024700000882148743, 'minority': 0.024700000882148743, 'unique': 12.0, 'histogram': [[2.0, 1.0, 3.0, 3.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0], [0.024700000882148743, 0.025915000587701797, 0.027130000293254852, 0.028344999998807907, 0.029559999704360962, 0.030774999409914017, 0.03198999911546707, 0.033204998821020126, 0.03441999852657318, 0.035634998232126236, 0.03684999793767929]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.024700000882148743, 'percentile_98': 0.03684999793767929}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.016659999266266823, 'max': 0.03077000007033348, 'mean': 0.021310029551386833, 'count': 6.300000190734863, 'sum': 0.13425318896770477, 'std': 0.0038961005324319635, 'median': 0.020749999210238457, 'majority': 0.016659999266266823, 'minority': 0.016659999266266823, 'unique': 12.0, 'histogram': [[2.0, 3.0, 1.0, 3.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0], [0.016659999266266823, 0.018070999532938004, 0.019481999799609184, 0.020893000066280365, 0.022303998470306396, 0.023715000599622726, 0.025125999003648758, 0.02653699927031994, 0.02794799953699112, 0.0293589998036623, 0.03077000007033348]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.016659999266266823, 'percentile_98': 0.03077000007033348}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.014700000174343586, 'max': 0.025590000674128532, 'mean': 0.019318411126732826, 'count': 6.300000190734863, 'sum': 0.12170599400997162, 'std': 0.003981292051008619, 'median': 0.01962999999523163, 'majority': 0.014700000174343586, 'minority': 0.014700000174343586, 'unique': 12.0, 'histogram': [[4.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0], [0.014700000174343586, 0.015789000317454338, 0.016877999529242516, 0.017967000603675842, 0.01905599981546402, 0.020145000889897346, 0.021234000101685524, 0.02232300117611885, 0.023412000387907028, 0.024500999599695206, 0.025590000674128532]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.014700000174343586, 'percentile_98': 0.025590000674128532}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03361000120639801, 'max': 0.05688000097870827, 'mean': 0.04408161714673042, 'count': 6.300000190734863, 'sum': 0.27771419286727905, 'std': 0.007863270459656862, 'median': 0.04172000288963318, 'majority': 0.03361000120639801, 'minority': 0.03361000120639801, 'unique': 12.0, 'histogram': [[1.0, 1.0, 4.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 2.0], [0.03361000120639801, 0.035937000066041946, 0.03826400265097618, 0.04059100151062012, 0.04291800037026405, 0.04524499922990799, 0.047572001814842224, 0.04989900067448616, 0.052225999534130096, 0.05455300211906433, 0.05688000097870827]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03361000120639801, 'percentile_98': 0.05688000097870827}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.05341999977827072, 'max': 0.0826600044965744, 'mean': 0.06817758083343506, 'count': 6.300000190734863, 'sum': 0.42951878905296326, 'std': 0.00864349583626877, 'median': 0.06787000596523285, 'majority': 0.05341999977827072, 'minority': 0.05341999977827072, 'unique': 12.0, 'histogram': [[1.0, 0.0, 0.0, 3.0, 2.0, 1.0, 2.0, 2.0, 0.0, 1.0], [0.05341999977827072, 0.05634399875998497, 0.05926800146698952, 0.062192000448703766, 0.06511600315570831, 0.06803999841213226, 0.07096400111913681, 0.07388800382614136, 0.07681199908256531, 0.07973600178956985, 0.0826600044965744]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.05341999977827072, 'percentile_98': 0.0826600044965744}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.02524000033736229, 'max': 0.038099996745586395, 'mean': 0.031709615141153336, 'count': 6.300000190734863, 'sum': 0.19977058470249176, 'std': 0.004431747020272894, 'median': 0.03102000057697296, 'majority': 0.02524000033736229, 'minority': 0.02524000033736229, 'unique': 12.0, 'histogram': [[2.0, 0.0, 0.0, 3.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0], [0.02524000033736229, 0.02652600035071373, 0.02781200036406517, 0.02909800037741661, 0.030383998528122902, 0.03166999667882919, 0.032955996692180634, 0.034241996705532074, 0.035527996718883514, 0.036813996732234955, 0.038099996745586395]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.02524000033736229, 'percentile_98': 0.038099996745586395}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.015479999594390392, 'max': 0.027569999918341637, 'mean': 0.017761744558811188, 'count': 6.300000190734863, 'sum': 0.1118989959359169, 'std': 0.0025551448041991635, 'median': 0.01662999950349331, 'majority': 0.015479999594390392, 'minority': 0.015479999594390392, 'unique': 12.0, 'histogram': [[5.0, 0.0, 2.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0], [0.015479999594390392, 0.0166889987885952, 0.01789799891412258, 0.019106999039649963, 0.020315999165177345, 0.021524999290704727, 0.02273399941623211, 0.02394299954175949, 0.025151999667286873, 0.026360999792814255, 0.027569999918341637]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.015479999594390392, 'percentile_98': 0.02493000030517578}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.008460000157356262, 'max': 0.01425000000745058, 'mean': 0.01059142779558897, 'count': 6.300000190734863, 'sum': 0.06672599911689758, 'std': 0.0019494889918355372, 'median': 0.009589999914169312, 'majority': 0.008460000157356262, 'minority': 0.008460000157356262, 'unique': 12.0, 'histogram': [[2.0, 2.0, 0.0, 4.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0], [0.008460000157356262, 0.009038999676704407, 0.009618000127375126, 0.010197000578045845, 0.01077600009739399, 0.011354999616742134, 0.011934000067412853, 0.012513000518083572, 0.013092000037431717, 0.013670999556779861, 0.01425000000745058]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.008460000157356262, 'percentile_98': 0.01425000000745058}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.01310999970883131, 'max': 0.09276000410318375, 'mean': 0.04285590350627899, 'count': 6.300000190734863, 'sum': 0.2699922025203705, 'std': 0.025432910233380904, 'median': 0.04127999767661095, 'majority': 0.01310999970883131, 'minority': 0.01310999970883131, 'unique': 12.0, 'histogram': [[4.0, 2.0, 1.0, 2.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0], [0.01310999970883131, 0.021074999123811722, 0.029040001332759857, 0.037004999816417694, 0.04497000202536583, 0.052935000509023666, 0.0609000027179718, 0.06886500120162964, 0.07682999968528748, 0.08479499816894531, 0.09276000410318375]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.014449999667704105, 'percentile_98': 0.09276000410318375}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04029000177979469, 'max': 0.06241999939084053, 'mean': 0.05087825283408165, 'count': 6.300000190734863, 'sum': 0.32053300738334656, 'std': 0.005739623410310414, 'median': 0.049720000475645065, 'majority': 0.04029000177979469, 'minority': 0.04029000177979469, 'unique': 12.0, 'histogram': [[2.0, 0.0, 2.0, 1.0, 2.0, 2.0, 1.0, 0.0, 1.0, 1.0], [0.04029000177979469, 0.042503003031015396, 0.0447160005569458, 0.046929001808166504, 0.04914200305938721, 0.05135500058531761, 0.053568001836538315, 0.05578099936246872, 0.05799400061368942, 0.060207001864910126, 0.06241999939084053]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04184999689459801, 'percentile_98': 0.06241999939084053}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.0473100021481514, 'max': 0.07076999545097351, 'mean': 0.057869844138622284, 'count': 6.300000190734863, 'sum': 0.36458003520965576, 'std': 0.006493411200204602, 'median': 0.05626999959349632, 'majority': 0.0473100021481514, 'minority': 0.0473100021481514, 'unique': 12.0, 'histogram': [[1.0, 1.0, 0.0, 3.0, 0.0, 3.0, 1.0, 2.0, 0.0, 1.0], [0.0473100021481514, 0.04965599998831749, 0.05200200155377388, 0.05434799939393997, 0.05669400095939636, 0.059039998799562454, 0.061385996639728546, 0.06373199820518494, 0.06607799232006073, 0.06842399388551712, 0.07076999545097351]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.0473100021481514, 'percentile_98': 0.07076999545097351}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.041029997169971466, 'max': 0.06084999814629555, 'mean': 0.05007901042699814, 'count': 6.300000190734863, 'sum': 0.3154977858066559, 'std': 0.005708503273854265, 'median': 0.04966000095009804, 'majority': 0.041029997169971466, 'minority': 0.041029997169971466, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 0.0, 1.0, 3.0, 0.0, 2.0, 0.0, 3.0], [0.041029997169971466, 0.043011996895074844, 0.04499399662017822, 0.0469759963452816, 0.04895799607038498, 0.050939999520778656, 0.052921999245882034, 0.05490399897098541, 0.05688599869608879, 0.05886799842119217, 0.06084999814629555]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.041029997169971466, 'percentile_98': 0.06035999953746796}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.022830000147223473, 'max': 0.0451899990439415, 'mean': 0.03134412318468094, 'count': 6.300000190734863, 'sum': 0.19746798276901245, 'std': 0.004849971471377514, 'median': 0.031139999628067017, 'majority': 0.022830000147223473, 'minority': 0.022830000147223473, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 2.0, 1.0, 2.0, 1.0, 2.0, 0.0, 1.0], [0.022830000147223473, 0.02506599947810173, 0.027302000671625137, 0.029538000002503395, 0.03177399933338165, 0.03401000052690506, 0.03624599799513817, 0.038481999188661575, 0.040717996656894684, 0.04295399785041809, 0.0451899990439415]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.022830000147223473, 'percentile_98': 0.04055999964475632}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.013530000112950802, 'max': 0.02613999880850315, 'mean': 0.017775744199752808, 'count': 6.300000190734863, 'sum': 0.11198719590902328, 'std': 0.0025017493151573214, 'median': 0.017669999971985817, 'majority': 0.013530000112950802, 'minority': 0.013530000112950802, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 2.0, 4.0, 1.0, 1.0, 0.0, 0.0, 1.0], [0.013530000112950802, 0.014790999703109264, 0.0160520002245903, 0.017312999814748764, 0.018573999404907227, 0.01983499899506569, 0.02109599858522415, 0.022356998175382614, 0.023617997765541077, 0.02487899735569954, 0.02613999880850315]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.013530000112950802, 'percentile_98': 0.02167000062763691}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.020390000194311142, 'max': 0.04501999914646149, 'mean': 0.03008250519633293, 'count': 6.300000190734863, 'sum': 0.18951979279518127, 'std': 0.006482671717645288, 'median': 0.027219999581575394, 'majority': 0.020390000194311142, 'minority': 0.020390000194311142, 'unique': 12.0, 'histogram': [[1.0, 1.0, 2.0, 1.0, 1.0, 1.0, 3.0, 1.0, 0.0, 1.0], [0.020390000194311142, 0.022853000089526176, 0.02531599998474121, 0.027778999879956245, 0.03024199977517128, 0.032705001533031464, 0.03516799956560135, 0.037630997598171234, 0.04009399935603142, 0.0425570011138916, 0.04501999914646149]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.020390000194311142, 'percentile_98': 0.04501999914646149}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.023070000112056732, 'max': 0.05494000017642975, 'mean': 0.034700825810432434, 'count': 6.300000190734863, 'sum': 0.21861520409584045, 'std': 0.008216938489485189, 'median': 0.03044000081717968, 'majority': 0.023070000112056732, 'minority': 0.023070000112056732, 'unique': 12.0, 'histogram': [[1.0, 2.0, 2.0, 0.0, 3.0, 2.0, 0.0, 1.0, 0.0, 1.0], [0.023070000112056732, 0.026257000863552094, 0.029443999752402306, 0.032631002366542816, 0.03581799939274788, 0.03900500014424324, 0.0421920008957386, 0.045378997921943665, 0.048565998673439026, 0.05175299942493439, 0.05494000017642975]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.023070000112056732, 'percentile_98': 0.05494000017642975}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03583000227808952, 'max': 0.05145999789237976, 'mean': 0.04215628281235695, 'count': 6.300000190734863, 'sum': 0.2655845880508423, 'std': 0.004950926526739309, 'median': 0.041439998894929886, 'majority': 0.03583000227808952, 'minority': 0.03583000227808952, 'unique': 12.0, 'histogram': [[2.0, 1.0, 1.0, 2.0, 1.0, 2.0, 0.0, 1.0, 1.0, 1.0], [0.03583000227808952, 0.037393003702163696, 0.03895600140094757, 0.040518999099731445, 0.04208200052380562, 0.04364500194787979, 0.045207999646663666, 0.04677099734544754, 0.04833399876952171, 0.049897000193595886, 0.05145999789237976]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03583000227808952, 'percentile_98': 0.05145999789237976}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.05776999890804291, 'max': 0.09070000052452087, 'mean': 0.0696319043636322, 'count': 6.300000190734863, 'sum': 0.4386810064315796, 'std': 0.011222472402043989, 'median': 0.06683000177145004, 'majority': 0.05776999890804291, 'minority': 0.05776999890804291, 'unique': 12.0, 'histogram': [[3.0, 1.0, 2.0, 1.0, 3.0, 0.0, 0.0, 0.0, 0.0, 2.0], [0.05776999890804291, 0.061062999069690704, 0.0643559992313385, 0.0676489993929863, 0.0709419995546341, 0.07423499971628189, 0.07752799987792969, 0.08082100003957748, 0.08411400020122528, 0.08740700036287308, 0.09070000052452087]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.05776999890804291, 'percentile_98': 0.09070000052452087}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.013140000402927399, 'max': 0.024049999192357063, 'mean': 0.016985172405838966, 'count': 6.300000190734863, 'sum': 0.10700659453868866, 'std': 0.003371105299364343, 'median': 0.016510000452399254, 'majority': 0.013140000402927399, 'minority': 0.013140000402927399, 'unique': 12.0, 'histogram': [[2.0, 1.0, 2.0, 4.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0], [0.013140000402927399, 0.01423100009560585, 0.015321999788284302, 0.016412999480962753, 0.017503999173641205, 0.018594998866319656, 0.019686000421643257, 0.02077700011432171, 0.02186799980700016, 0.022958999499678612, 0.024049999192357063]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.013140000402927399, 'percentile_98': 0.024049999192357063}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03654000163078308, 'max': 0.05475999787449837, 'mean': 0.044787462800741196, 'count': 6.300000190734863, 'sum': 0.28216102719306946, 'std': 0.005955506055256684, 'median': 0.043470002710819244, 'majority': 0.03654000163078308, 'minority': 0.03654000163078308, 'unique': 12.0, 'histogram': [[1.0, 2.0, 0.0, 1.0, 0.0, 2.0, 1.0, 1.0, 2.0, 2.0], [0.03654000163078308, 0.03836200013756752, 0.04018400236964226, 0.0420060008764267, 0.043827999383211136, 0.045649997889995575, 0.04747200012207031, 0.04929399862885475, 0.05111599713563919, 0.05293799936771393, 0.05475999787449837]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03654000163078308, 'percentile_98': 0.0543300025165081}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.05202000215649605, 'max': 0.10400000214576721, 'mean': 0.06470657140016556, 'count': 6.300000190734863, 'sum': 0.4076513946056366, 'std': 0.01656384162231768, 'median': 0.056619998067617416, 'majority': 0.05202000215649605, 'minority': 0.05202000215649605, 'unique': 12.0, 'histogram': [[5.0, 3.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], [0.05202000215649605, 0.057218000292778015, 0.06241600215435028, 0.06761400401592255, 0.07281200587749481, 0.07801000028848648, 0.08320800215005875, 0.08840599656105042, 0.09360399842262268, 0.09880200028419495, 0.10400000214576721]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.05202000215649605, 'percentile_98': 0.10400000214576721}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.05049000307917595, 'max': 0.07970999926328659, 'mean': 0.061585456132888794, 'count': 6.300000190734863, 'sum': 0.3879883885383606, 'std': 0.009518431440000471, 'median': 0.05674999952316284, 'majority': 0.05049000307917595, 'minority': 0.05049000307917595, 'unique': 12.0, 'histogram': [[2.0, 0.0, 2.0, 2.0, 3.0, 0.0, 0.0, 1.0, 1.0, 1.0], [0.05049000307917595, 0.053412001579999924, 0.0563340038061142, 0.05925600230693817, 0.062178000807762146, 0.06509999930858612, 0.0680219978094101, 0.07094399631023407, 0.07386600226163864, 0.07678800076246262, 0.07970999926328659]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.05049000307917595, 'percentile_98': 0.07970999926328659}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04613000154495239, 'max': 0.07430999726057053, 'mean': 0.056994885206222534, 'count': 6.300000190734863, 'sum': 0.35906779766082764, 'std': 0.009647901451730665, 'median': 0.052310001105070114, 'majority': 0.04613000154495239, 'minority': 0.04613000154495239, 'unique': 12.0, 'histogram': [[2.0, 1.0, 1.0, 3.0, 2.0, 0.0, 0.0, 1.0, 0.0, 2.0], [0.04613000154495239, 0.048948001116514206, 0.05176600068807602, 0.05458400025963783, 0.057401999831199646, 0.06021999940276146, 0.06303799897432327, 0.06585599482059479, 0.0686739981174469, 0.07149200141429901, 0.07430999726057053]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04613000154495239, 'percentile_98': 0.07430999726057053}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.031950000673532486, 'max': 0.051259998232126236, 'mean': 0.0393146350979805, 'count': 6.300000190734863, 'sum': 0.24768221378326416, 'std': 0.006397926849505757, 'median': 0.035999998450279236, 'majority': 0.031950000673532486, 'minority': 0.031950000673532486, 'unique': 12.0, 'histogram': [[2.0, 1.0, 1.0, 2.0, 3.0, 0.0, 0.0, 1.0, 1.0, 1.0], [0.031950000673532486, 0.03388100117444992, 0.035812001675367355, 0.03774300217628479, 0.039673998951911926, 0.04160499945282936, 0.043535999953746796, 0.04546700045466423, 0.047398000955581665, 0.0493289977312088, 0.051259998232126236]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.031950000673532486, 'percentile_98': 0.051259998232126236}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.015610000118613243, 'max': 0.025849999859929085, 'mean': 0.019349362701177597, 'count': 6.300000190734863, 'sum': 0.12190099060535431, 'std': 0.003342511750494506, 'median': 0.017510000616312027, 'majority': 0.015610000118613243, 'minority': 0.015610000118613243, 'unique': 12.0, 'histogram': [[2.0, 2.0, 1.0, 3.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0], [0.015610000118613243, 0.016634000465273857, 0.01765800081193447, 0.018681999295949936, 0.01970599964261055, 0.020729999989271164, 0.021754000335931778, 0.022778000682592392, 0.023802001029253006, 0.02482600137591362, 0.025849999859929085]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.015610000118613243, 'percentile_98': 0.025849999859929085}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.015790000557899475, 'max': 0.02595999836921692, 'mean': 0.019762318581342697, 'count': 6.300000190734863, 'sum': 0.12450260668992996, 'std': 0.0033581089541391113, 'median': 0.01817999966442585, 'majority': 0.015790000557899475, 'minority': 0.015790000557899475, 'unique': 12.0, 'histogram': [[2.0, 1.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0, 0.0, 2.0], [0.015790000557899475, 0.01680700108408928, 0.017823999747633934, 0.018841000273823738, 0.019857998937368393, 0.020874999463558197, 0.021891999989748, 0.022909000515937805, 0.02392599917948246, 0.024942997843027115, 0.02595999836921692]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.015790000557899475, 'percentile_98': 0.02595999836921692}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.013689999468624592, 'max': 0.0220900010317564, 'mean': 0.017026033252477646, 'count': 6.300000190734863, 'sum': 0.10726401209831238, 'std': 0.0028242077456771216, 'median': 0.01592000015079975, 'majority': 0.013689999468624592, 'minority': 0.013689999468624592, 'unique': 12.0, 'histogram': [[2.0, 0.0, 3.0, 3.0, 0.0, 1.0, 0.0, 1.0, 0.0, 2.0], [0.013689999468624592, 0.014529999345541, 0.015370000153779984, 0.016210000962018967, 0.0170499999076128, 0.017890000715851784, 0.018729999661445618, 0.0195700004696846, 0.020410001277923584, 0.021250002086162567, 0.0220900010317564]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.013689999468624592, 'percentile_98': 0.0220900010317564}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03029000014066696, 'max': 0.04535999894142151, 'mean': 0.03643298149108887, 'count': 6.300000190734863, 'sum': 0.2295278012752533, 'std': 0.0052224893103809495, 'median': 0.034690000116825104, 'majority': 0.03029000014066696, 'minority': 0.03029000014066696, 'unique': 12.0, 'histogram': [[3.0, 2.0, 2.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0], [0.03029000014066696, 0.03179699927568436, 0.03330399841070175, 0.03481099754571915, 0.03631800040602684, 0.037824999541044235, 0.03933199867606163, 0.040838997811079025, 0.04234600067138672, 0.043852999806404114, 0.04535999894142151]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03029000014066696, 'percentile_98': 0.04535999894142151}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.040049999952316284, 'max': 0.06041000038385391, 'mean': 0.048635680228471756, 'count': 6.300000190734863, 'sum': 0.30640479922294617, 'std': 0.006780889696384646, 'median': 0.04595999792218208, 'majority': 0.040049999952316284, 'minority': 0.040049999952316284, 'unique': 12.0, 'histogram': [[2.0, 2.0, 3.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0, 2.0], [0.040049999952316284, 0.042086001485586166, 0.04412199929356575, 0.04615800082683563, 0.048193998634815216, 0.0502300001680851, 0.05226600170135498, 0.054301999509334564, 0.056338001042604446, 0.05837400257587433, 0.06041000038385391]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.040049999952316284, 'percentile_98': 0.06041000038385391}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04933999851346016, 'max': 0.07474000006914139, 'mean': 0.06140821799635887, 'count': 6.300000190734863, 'sum': 0.3868717849254608, 'std': 0.008342261054099355, 'median': 0.061230000108480453, 'majority': 0.04933999851346016, 'minority': 0.04933999851346016, 'unique': 12.0, 'histogram': [[2.0, 0.0, 1.0, 0.0, 1.0, 3.0, 1.0, 0.0, 2.0, 2.0], [0.04933999851346016, 0.05187999829649925, 0.054419998079538345, 0.05695999786257744, 0.05950000137090683, 0.06204000115394592, 0.06458000093698502, 0.06712000072002411, 0.0696600005030632, 0.0722000002861023, 0.07474000006914139]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04933999851346016, 'percentile_98': 0.07474000006914139}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.022190000861883163, 'max': 0.04659999907016754, 'mean': 0.030041523277759552, 'count': 6.300000190734863, 'sum': 0.18926160037517548, 'std': 0.007500745441661504, 'median': 0.026920000091195107, 'majority': 0.022190000861883163, 'minority': 0.022190000861883163, 'unique': 12.0, 'histogram': [[1.0, 4.0, 4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0], [0.022190000861883163, 0.02463100105524063, 0.0270720012485981, 0.029512999579310417, 0.031953997910022736, 0.0343950018286705, 0.03683599829673767, 0.03927699849009514, 0.041717998683452606, 0.044158998876810074, 0.04659999907016754]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.022190000861883163, 'percentile_98': 0.04659999907016754}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.028209999203681946, 'max': 0.0609000027179718, 'mean': 0.04224155470728874, 'count': 6.300000190734863, 'sum': 0.2661218047142029, 'std': 0.010472516826271058, 'median': 0.04326999932527542, 'majority': 0.028209999203681946, 'minority': 0.028209999203681946, 'unique': 12.0, 'histogram': [[2.0, 1.0, 1.0, 1.0, 1.0, 3.0, 0.0, 2.0, 0.0, 1.0], [0.028209999203681946, 0.03147900104522705, 0.03474799916148186, 0.03801700100302696, 0.04128599911928177, 0.044555000960826874, 0.04782400280237198, 0.051093004643917084, 0.05436200276017189, 0.0576310008764267, 0.0609000027179718]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.028209999203681946, 'percentile_98': 0.0609000027179718}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03970000147819519, 'max': 0.0822099968791008, 'mean': 0.05663091689348221, 'count': 6.300000190734863, 'sum': 0.35677477717399597, 'std': 0.011629898403330887, 'median': 0.05272999778389931, 'majority': 0.03970000147819519, 'minority': 0.03970000147819519, 'unique': 12.0, 'histogram': [[2.0, 2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0], [0.03970000147819519, 0.04395100101828575, 0.04820200055837631, 0.05245300009846687, 0.056703999638557434, 0.060954999178647995, 0.06520599871873856, 0.06945699453353882, 0.07370799779891968, 0.07795900106430054, 0.0822099968791008]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.039739999920129776, 'percentile_98': 0.0822099968791008}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.040449999272823334, 'max': 0.06199999898672104, 'mean': 0.04962482303380966, 'count': 6.300000190734863, 'sum': 0.3126364052295685, 'std': 0.007140575036117592, 'median': 0.04675000160932541, 'majority': 0.040449999272823334, 'minority': 0.040449999272823334, 'unique': 12.0, 'histogram': [[2.0, 0.0, 2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 0.0, 2.0], [0.040449999272823334, 0.042604997754096985, 0.044759999960660934, 0.046914998441934586, 0.049070000648498535, 0.051224999129772186, 0.05337999761104584, 0.05553499609231949, 0.05768999829888344, 0.05984500050544739, 0.06199999898672104]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.040449999272823334, 'percentile_98': 0.06199999898672104}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03811999782919884, 'max': 0.0552700012922287, 'mean': 0.044813141226768494, 'count': 6.300000190734863, 'sum': 0.28232279419898987, 'std': 0.005852427250179773, 'median': 0.04293999820947647, 'majority': 0.03811999782919884, 'minority': 0.03811999782919884, 'unique': 12.0, 'histogram': [[2.0, 1.0, 1.0, 1.0, 2.0, 1.0, 2.0, 0.0, 0.0, 2.0], [0.03811999782919884, 0.03983499854803085, 0.04154999926686287, 0.043264999985694885, 0.0449800007045269, 0.04669500142335892, 0.048409998416900635, 0.05012499913573265, 0.05183999985456467, 0.05355500057339668, 0.0552700012922287]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03811999782919884, 'percentile_98': 0.0552700012922287}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03656000271439552, 'max': 0.05243999883532524, 'mean': 0.043336983770132065, 'count': 6.300000190734863, 'sum': 0.27302300930023193, 'std': 0.005546371739771373, 'median': 0.041999999433755875, 'majority': 0.03656000271439552, 'minority': 0.03656000271439552, 'unique': 12.0, 'histogram': [[2.0, 1.0, 0.0, 2.0, 0.0, 2.0, 2.0, 0.0, 1.0, 2.0], [0.03656000271439552, 0.038148000836372375, 0.039736002683639526, 0.04132400080561638, 0.04291200265288353, 0.04450000077486038, 0.04608800262212753, 0.047676000744104385, 0.04926399886608124, 0.05085200071334839, 0.05243999883532524]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03656000271439552, 'percentile_98': 0.05243999883532524}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03773000091314316, 'max': 0.05694999918341637, 'mean': 0.045551903545856476, 'count': 6.300000190734863, 'sum': 0.28697699308395386, 'std': 0.006412517450017382, 'median': 0.04297000169754028, 'majority': 0.03773000091314316, 'minority': 0.03773000091314316, 'unique': 12.0, 'histogram': [[2.0, 1.0, 1.0, 0.0, 2.0, 2.0, 1.0, 1.0, 0.0, 2.0], [0.03773000091314316, 0.03965200111269951, 0.04157400131225586, 0.04349600151181221, 0.04541800171136856, 0.04733999818563461, 0.04926200211048126, 0.051183998584747314, 0.053105998784303665, 0.055027998983860016, 0.05694999918341637]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03773000091314316, 'percentile_98': 0.05694999918341637}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.028529999777674675, 'max': 0.04568000137805939, 'mean': 0.03525009751319885, 'count': 6.300000190734863, 'sum': 0.22207561135292053, 'std': 0.005361636055031486, 'median': 0.033160001039505005, 'majority': 0.028529999777674675, 'minority': 0.028529999777674675, 'unique': 12.0, 'histogram': [[2.0, 1.0, 2.0, 0.0, 0.0, 1.0, 3.0, 1.0, 0.0, 2.0], [0.028529999777674675, 0.03024500049650669, 0.03195999935269356, 0.033675000071525574, 0.03539000079035759, 0.037105001509189606, 0.03881999850273132, 0.04053500294685364, 0.042249999940395355, 0.04396500065922737, 0.04568000137805939]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.028529999777674675, 'percentile_98': 0.04568000137805939}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.031290002167224884, 'max': 0.0486300028860569, 'mean': 0.03997403010725975, 'count': 6.300000190734863, 'sum': 0.2518363893032074, 'std': 0.005926722118727005, 'median': 0.037299998104572296, 'majority': 0.031290002167224884, 'minority': 0.031290002167224884, 'unique': 12.0, 'histogram': [[1.0, 0.0, 2.0, 1.0, 0.0, 0.0, 2.0, 3.0, 1.0, 2.0], [0.031290002167224884, 0.033024001866579056, 0.03475800156593323, 0.0364920012652874, 0.03822600096464157, 0.03996000438928604, 0.041694000363349915, 0.043428003787994385, 0.045162003487348557, 0.04689600318670273, 0.0486300028860569]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.031290002167224884, 'percentile_98': 0.0486300028860569}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03962999954819679, 'max': 0.06047999858856201, 'mean': 0.050894156098365784, 'count': 6.300000190734863, 'sum': 0.320633202791214, 'std': 0.006654867300573679, 'median': 0.05000000074505806, 'majority': 0.03962999954819679, 'minority': 0.03962999954819679, 'unique': 12.0, 'histogram': [[1.0, 0.0, 0.0, 1.0, 2.0, 2.0, 1.0, 3.0, 0.0, 2.0], [0.03962999954819679, 0.041714999824762344, 0.043800000101327896, 0.04588500037789345, 0.0479699969291687, 0.05005499720573425, 0.052139997482299805, 0.054224997758865356, 0.05630999803543091, 0.05839499831199646, 0.06047999858856201]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03962999954819679, 'percentile_98': 0.06047999858856201}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03192000091075897, 'max': 0.0623599998652935, 'mean': 0.04578530043363571, 'count': 6.300000190734863, 'sum': 0.28844740986824036, 'std': 0.010107765488496635, 'median': 0.0384100005030632, 'majority': 0.03192000091075897, 'minority': 0.03192000091075897, 'unique': 12.0, 'histogram': [[1.0, 2.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 3.0, 1.0], [0.03192000091075897, 0.034964002668857574, 0.03800800070166588, 0.04105199873447418, 0.044096000492572784, 0.04714000225067139, 0.05018400028347969, 0.053227998316287994, 0.0562720000743866, 0.0593160018324852, 0.0623599998652935]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03192000091075897, 'percentile_98': 0.0623599998652935}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.033569999039173126, 'max': 0.07291000336408615, 'mean': 0.04739723354578018, 'count': 6.300000190734863, 'sum': 0.2986025810241699, 'std': 0.01378347940824817, 'median': 0.04024999961256981, 'majority': 0.033569999039173126, 'minority': 0.033569999039173126, 'unique': 12.0, 'histogram': [[1.0, 5.0, 2.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0], [0.033569999039173126, 0.03750399872660637, 0.04143799841403961, 0.04537200182676315, 0.049306001514196396, 0.05324000120162964, 0.05717400461435318, 0.06110800430178642, 0.06504200398921967, 0.06897599995136261, 0.07291000336408615]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.033569999039173126, 'percentile_98': 0.07291000336408615}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04891999810934067, 'max': 0.08822000026702881, 'mean': 0.06469079107046127, 'count': 6.300000190734863, 'sum': 0.40755197405815125, 'std': 0.01222978616833438, 'median': 0.06494000554084778, 'majority': 0.04891999810934067, 'minority': 0.04891999810934067, 'unique': 12.0, 'histogram': [[2.0, 0.0, 2.0, 0.0, 3.0, 2.0, 0.0, 2.0, 0.0, 1.0], [0.04891999810934067, 0.05284999683499336, 0.056779999285936356, 0.06070999801158905, 0.06464000046253204, 0.06857000291347504, 0.07249999791383743, 0.07643000036478043, 0.08035999536514282, 0.08428999781608582, 0.08822000026702881]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04891999810934067, 'percentile_98': 0.08822000026702881}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.01551000028848648, 'max': 0.05471999943256378, 'mean': 0.027854060754179955, 'count': 6.300000190734863, 'sum': 0.17548058927059174, 'std': 0.0142896634896958, 'median': 0.02222999930381775, 'majority': 0.01551000028848648, 'minority': 0.01551000028848648, 'unique': 12.0, 'histogram': [[3.0, 6.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0], [0.01551000028848648, 0.01943100057542324, 0.02335200086236, 0.02727299928665161, 0.03119399957358837, 0.03511499986052513, 0.03903599828481674, 0.04295700043439865, 0.04687799885869026, 0.05079899728298187, 0.05471999943256378]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.01551000028848648, 'percentile_98': 0.05471999943256378}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.045419998466968536, 'max': 0.09945999830961227, 'mean': 0.062508724629879, 'count': 6.300000190734863, 'sum': 0.39380496740341187, 'std': 0.01730295715388843, 'median': 0.05663000047206879, 'majority': 0.045419998466968536, 'minority': 0.045419998466968536, 'unique': 12.0, 'histogram': [[2.0, 4.0, 2.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0], [0.045419998466968536, 0.05082399770617485, 0.056227996945381165, 0.06163199990987778, 0.06703600287437439, 0.0724399983882904, 0.07784400135278702, 0.08324800431728363, 0.08865199983119965, 0.09405599534511566, 0.09945999830961227]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.045419998466968536, 'percentile_98': 0.09945999830961227}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04058000072836876, 'max': 0.06553000211715698, 'mean': 0.052651938050985336, 'count': 6.300000190734863, 'sum': 0.3317072093486786, 'std': 0.007610541414593375, 'median': 0.05006999894976616, 'majority': 0.04058000072836876, 'minority': 0.04058000072836876, 'unique': 12.0, 'histogram': [[1.0, 0.0, 1.0, 2.0, 1.0, 1.0, 3.0, 1.0, 0.0, 2.0], [0.04058000072836876, 0.04307500272989273, 0.045570001006126404, 0.04806499928236008, 0.05056000128388405, 0.05305500328540802, 0.05555000156164169, 0.058044999837875366, 0.06054000183939934, 0.06303500384092331, 0.06553000211715698]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04058000072836876, 'percentile_98': 0.06553000211715698}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.035419996827840805, 'max': 0.059220001101493835, 'mean': 0.04587368294596672, 'count': 6.300000190734863, 'sum': 0.28900420665740967, 'std': 0.007729232812952791, 'median': 0.04254999756813049, 'majority': 0.035419996827840805, 'minority': 0.035419996827840805, 'unique': 12.0, 'histogram': [[1.0, 1.0, 2.0, 0.0, 3.0, 1.0, 1.0, 1.0, 0.0, 2.0], [0.035419996827840805, 0.03779999911785126, 0.04017999768257141, 0.042559996247291565, 0.04493999853730202, 0.04732000082731247, 0.04969999939203262, 0.05207999795675278, 0.05446000024676323, 0.05684000253677368, 0.059220001101493835]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.035419996827840805, 'percentile_98': 0.059220001101493835}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.029999999329447746, 'max': 0.04893000051379204, 'mean': 0.039031364023685455, 'count': 6.300000190734863, 'sum': 0.2458975911140442, 'std': 0.0057415353744713045, 'median': 0.03734999895095825, 'majority': 0.029999999329447746, 'minority': 0.029999999329447746, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 4.0, 0.0, 0.0, 3.0], [0.029999999329447746, 0.03189300000667572, 0.033785998821258545, 0.03567899763584137, 0.03757200017571449, 0.03946499899029732, 0.04135800153017044, 0.043251000344753265, 0.04514399915933609, 0.047036997973918915, 0.04893000051379204]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.029999999329447746, 'percentile_98': 0.04874999821186066}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.02833000011742115, 'max': 0.04902999848127365, 'mean': 0.03736279532313347, 'count': 6.300000190734863, 'sum': 0.23538561165332794, 'std': 0.005284696711768522, 'median': 0.03645000234246254, 'majority': 0.02833000011742115, 'minority': 0.02833000011742115, 'unique': 12.0, 'histogram': [[1.0, 0.0, 2.0, 2.0, 1.0, 0.0, 3.0, 1.0, 0.0, 2.0], [0.02833000011742115, 0.030400000512599945, 0.03246999904513359, 0.034540001302957535, 0.03660999983549118, 0.038680002093315125, 0.04075000062584877, 0.042819999158382416, 0.04489000141620636, 0.046959999948740005, 0.04902999848127365]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.02833000011742115, 'percentile_98': 0.04738999903202057}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.02160000056028366, 'max': 0.04148000106215477, 'mean': 0.02871559001505375, 'count': 6.300000190734863, 'sum': 0.1809082180261612, 'std': 0.0048542772148657334, 'median': 0.02703000046312809, 'majority': 0.02160000056028366, 'minority': 0.02160000056028366, 'unique': 12.0, 'histogram': [[2.0, 0.0, 3.0, 0.0, 2.0, 0.0, 1.0, 2.0, 1.0, 1.0], [0.02160000056028366, 0.023587999865412712, 0.025576001033186913, 0.027564000338315964, 0.029552001506090164, 0.031539998948574066, 0.03352800011634827, 0.03551600128412247, 0.03750400245189667, 0.03949199989438057, 0.04148000106215477]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.02160000056028366, 'percentile_98': 0.03856000304222107}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.02386000007390976, 'max': 0.04301000013947487, 'mean': 0.03355482593178749, 'count': 6.300000190734863, 'sum': 0.21139541268348694, 'std': 0.005665818201279213, 'median': 0.0317700020968914, 'majority': 0.02386000007390976, 'minority': 0.02386000007390976, 'unique': 12.0, 'histogram': [[1.0, 0.0, 1.0, 2.0, 1.0, 0.0, 0.0, 4.0, 0.0, 3.0], [0.02386000007390976, 0.0257750004529953, 0.02769000083208084, 0.029605001211166382, 0.03152000159025192, 0.03343500196933746, 0.035350002348423004, 0.037264999002218246, 0.03917999938130379, 0.04109499976038933, 0.04301000013947487]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.02386000007390976, 'percentile_98': 0.04222999885678291}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.023889999836683273, 'max': 0.044530000537633896, 'mean': 0.033761776983737946, 'count': 6.300000190734863, 'sum': 0.21269920468330383, 'std': 0.005261439959001881, 'median': 0.03452000021934509, 'majority': 0.023889999836683273, 'minority': 0.023889999836683273, 'unique': 12.0, 'histogram': [[1.0, 0.0, 1.0, 1.0, 1.0, 3.0, 1.0, 0.0, 0.0, 4.0], [0.023889999836683273, 0.025954000651836395, 0.028017999604344368, 0.03008200041949749, 0.03214599937200546, 0.034210000187158585, 0.03627400100231171, 0.03833800181746483, 0.04040200263261795, 0.042465999722480774, 0.044530000537633896]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.023889999836683273, 'percentile_98': 0.04324999824166298}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03533000126481056, 'max': 0.05406000092625618, 'mean': 0.045478858053684235, 'count': 6.300000190734863, 'sum': 0.28651681542396545, 'std': 0.005824864727665748, 'median': 0.046299997717142105, 'majority': 0.03533000126481056, 'minority': 0.03533000126481056, 'unique': 12.0, 'histogram': [[1.0, 0.0, 1.0, 4.0, 1.0, 1.0, 0.0, 1.0, 0.0, 3.0], [0.03533000126481056, 0.03720300272107124, 0.039076000452041626, 0.04094900190830231, 0.04282199963927269, 0.04469500109553337, 0.046567998826503754, 0.048441000282764435, 0.050314001739025116, 0.0521870031952858, 0.05406000092625618]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03533000126481056, 'percentile_98': 0.05406000092625618}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03693999722599983, 'max': 0.061900001019239426, 'mean': 0.0478864423930645, 'count': 6.300000190734863, 'sum': 0.30168458819389343, 'std': 0.008020207088634669, 'median': 0.045180000364780426, 'majority': 0.03693999722599983, 'minority': 0.03693999722599983, 'unique': 12.0, 'histogram': [[2.0, 0.0, 2.0, 1.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0], [0.03693999722599983, 0.03943599760532379, 0.04193199798464775, 0.04442799836397171, 0.04692399874329567, 0.04941999912261963, 0.05191599950194359, 0.05441199988126755, 0.05690800026059151, 0.059404000639915466, 0.061900001019239426]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03693999722599983, 'percentile_98': 0.061900001019239426}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.05982000008225441, 'max': 0.08919999748468399, 'mean': 0.07049837708473206, 'count': 6.300000190734863, 'sum': 0.4441398084163666, 'std': 0.009814697515827803, 'median': 0.06757999956607819, 'majority': 0.05982000008225441, 'minority': 0.05982000008225441, 'unique': 12.0, 'histogram': [[2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0], [0.05982000008225441, 0.06275799870491028, 0.06569600105285645, 0.06863400340080261, 0.07157199829816818, 0.07451000064611435, 0.07744799554347992, 0.08038599789142609, 0.08332400023937225, 0.08626200258731842, 0.08919999748468399]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.05982000008225441, 'percentile_98': 0.08919999748468399}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.0546099990606308, 'max': 0.10929000377655029, 'mean': 0.07836060225963593, 'count': 6.300000190734863, 'sum': 0.49367180466651917, 'std': 0.017767218599563976, 'median': 0.07588999718427658, 'majority': 0.0546099990606308, 'minority': 0.0546099990606308, 'unique': 12.0, 'histogram': [[1.0, 2.0, 1.0, 1.0, 3.0, 1.0, 0.0, 2.0, 0.0, 1.0], [0.0546099990606308, 0.06007799878716469, 0.06554599851369858, 0.07101400196552277, 0.07648199796676636, 0.08195000141859055, 0.08741800487041473, 0.09288600087165833, 0.09835400432348251, 0.1038220077753067, 0.10929000377655029]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.0546099990606308, 'percentile_98': 0.10929000377655029}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04991000145673752, 'max': 0.09752999991178513, 'mean': 0.07418958842754364, 'count': 6.300000190734863, 'sum': 0.4673944115638733, 'std': 0.013297875994875367, 'median': 0.07225000113248825, 'majority': 0.04991000145673752, 'minority': 0.04991000145673752, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 2.0, 1.0, 2.0, 1.0, 1.0, 0.0, 2.0], [0.04991000145673752, 0.0546720027923584, 0.05943400040268898, 0.06419600546360016, 0.06895799934864044, 0.07372000068426132, 0.0784820020198822, 0.08324399590492249, 0.08800600469112396, 0.09276799857616425, 0.09752999991178513]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.058479998260736465, 'percentile_98': 0.09752999991178513}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03590000048279762, 'max': 0.05729000270366669, 'mean': 0.04668266326189041, 'count': 6.300000190734863, 'sum': 0.2941007912158966, 'std': 0.006262086995872438, 'median': 0.04529000073671341, 'majority': 0.03590000048279762, 'minority': 0.03590000048279762, 'unique': 12.0, 'histogram': [[1.0, 0.0, 1.0, 2.0, 1.0, 1.0, 3.0, 1.0, 0.0, 2.0], [0.03590000048279762, 0.03803899884223938, 0.040178000926971436, 0.04231700301170349, 0.04445600137114525, 0.046594999730587006, 0.04873400181531906, 0.05087300390005112, 0.053012002259492874, 0.05515100061893463, 0.05729000270366669]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03590000048279762, 'percentile_98': 0.05729000270366669}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.031860001385211945, 'max': 0.052710000425577164, 'mean': 0.04167748987674713, 'count': 6.300000190734863, 'sum': 0.2625682055950165, 'std': 0.00637608675371087, 'median': 0.04134000092744827, 'majority': 0.031860001385211945, 'minority': 0.031860001385211945, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 1.0, 2.0, 3.0, 0.0, 1.0, 0.0, 2.0], [0.031860001385211945, 0.033945001661777496, 0.03603000193834305, 0.0381150022149086, 0.04020000249147415, 0.0422850027680397, 0.04436999931931496, 0.04645499959588051, 0.04853999987244606, 0.05062500014901161, 0.052710000425577164]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.031860001385211945, 'percentile_98': 0.052710000425577164}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.033980000764131546, 'max': 0.054830003529787064, 'mean': 0.04416631534695625, 'count': 6.300000190734863, 'sum': 0.27824780344963074, 'std': 0.006442351444514823, 'median': 0.04275999963283539, 'majority': 0.033980000764131546, 'minority': 0.033980000764131546, 'unique': 12.0, 'histogram': [[1.0, 0.0, 2.0, 1.0, 1.0, 2.0, 2.0, 1.0, 0.0, 2.0], [0.033980000764131546, 0.0360650010406971, 0.03815000131726265, 0.0402350015938282, 0.04232000187039375, 0.044405002146959305, 0.04649000242352486, 0.04857500270009041, 0.05066000297665596, 0.05274500325322151, 0.054830003529787064]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.033980000764131546, 'percentile_98': 0.054830003529787064}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.01606000028550625, 'max': 0.03152000159025192, 'mean': 0.024371491745114326, 'count': 6.300000190734863, 'sum': 0.15354040265083313, 'std': 0.00477698787419484, 'median': 0.024979999288916588, 'majority': 0.01606000028550625, 'minority': 0.01606000028550625, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 2.0, 1.0, 0.0, 4.0], [0.01606000028550625, 0.01760600134730339, 0.019152000546455383, 0.020697999745607376, 0.022244000807404518, 0.02379000186920166, 0.025336001068353653, 0.026882000267505646, 0.028428001329302788, 0.02997400239109993, 0.03152000159025192]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.01606000028550625, 'percentile_98': 0.03152000159025192}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.010899999178946018, 'max': 0.020680001005530357, 'mean': 0.01595977507531643, 'count': 6.300000190734863, 'sum': 0.10054659098386765, 'std': 0.002855428152618887, 'median': 0.016489999368786812, 'majority': 0.010899999178946018, 'minority': 0.010899999178946018, 'unique': 12.0, 'histogram': [[1.0, 0.0, 2.0, 1.0, 0.0, 2.0, 4.0, 0.0, 0.0, 2.0], [0.010899999178946018, 0.011877999641001225, 0.012855999171733856, 0.013833999633789062, 0.014812000095844269, 0.015790000557899475, 0.01676800101995468, 0.017746001482009888, 0.018724001944065094, 0.0197020024061203, 0.020680001005530357]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.010899999178946018, 'percentile_98': 0.020680001005530357}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.01704000122845173, 'max': 0.03117999993264675, 'mean': 0.024910571053624153, 'count': 6.300000190734863, 'sum': 0.15693660080432892, 'std': 0.0038690423624338556, 'median': 0.02434000000357628, 'majority': 0.01704000122845173, 'minority': 0.01704000122845173, 'unique': 12.0, 'histogram': [[1.0, 0.0, 2.0, 0.0, 0.0, 2.0, 0.0, 4.0, 2.0, 1.0], [0.01704000122845173, 0.01845400035381317, 0.019868001341819763, 0.021282000467181206, 0.02269599959254265, 0.02411000058054924, 0.025523999705910683, 0.026937998831272125, 0.028351999819278717, 0.02976600080728531, 0.03117999993264675]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.01704000122845173, 'percentile_98': 0.03117999993264675}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03099999949336052, 'max': 0.048909999430179596, 'mean': 0.0396525114774704, 'count': 6.300000190734863, 'sum': 0.2498108297586441, 'std': 0.005373870405535104, 'median': 0.038830000907182693, 'majority': 0.03099999949336052, 'minority': 0.03099999949336052, 'unique': 12.0, 'histogram': [[1.0, 0.0, 2.0, 0.0, 3.0, 1.0, 2.0, 1.0, 0.0, 2.0], [0.03099999949336052, 0.03279099985957146, 0.034582000225782394, 0.03637300059199333, 0.03816400095820427, 0.03995499759912491, 0.041745997965335846, 0.04353699833154678, 0.04532799869775772, 0.04711899906396866, 0.048909999430179596]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03099999949336052, 'percentile_98': 0.048909999430179596}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.050509996712207794, 'max': 0.0800199955701828, 'mean': 0.06195288524031639, 'count': 6.300000190734863, 'sum': 0.39030319452285767, 'std': 0.009983121414799302, 'median': 0.056779999285936356, 'majority': 0.050509996712207794, 'minority': 0.050509996712207794, 'unique': 12.0, 'histogram': [[2.0, 1.0, 2.0, 0.0, 4.0, 0.0, 1.0, 0.0, 0.0, 2.0], [0.050509996712207794, 0.053460996598005295, 0.056411996483802795, 0.059362996369600296, 0.0623139962553978, 0.0652649998664856, 0.0682159960269928, 0.0711669921875, 0.0741179957985878, 0.0770689994096756, 0.0800199955701828]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.050509996712207794, 'percentile_98': 0.0800199955701828}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03943999856710434, 'max': 0.0552700012922287, 'mean': 0.045870475471019745, 'count': 6.300000190734863, 'sum': 0.2889840006828308, 'std': 0.00572931622524239, 'median': 0.04334000125527382, 'majority': 0.03943999856710434, 'minority': 0.03943999856710434, 'unique': 12.0, 'histogram': [[2.0, 1.0, 3.0, 0.0, 0.0, 0.0, 1.0, 1.0, 2.0, 2.0], [0.03943999856710434, 0.041022997349500656, 0.04260599985718727, 0.04418899863958359, 0.0457720011472702, 0.04735499992966652, 0.048937998712062836, 0.05052100121974945, 0.05210400000214577, 0.05368700250983238, 0.0552700012922287]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03943999856710434, 'percentile_98': 0.05432000011205673}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.019790001213550568, 'max': 0.030620001256465912, 'mean': 0.024584094062447548, 'count': 6.300000190734863, 'sum': 0.15487979352474213, 'std': 0.0039636641263228155, 'median': 0.024089999496936798, 'majority': 0.019790001213550568, 'minority': 0.019790001213550568, 'unique': 12.0, 'histogram': [[2.0, 1.0, 0.0, 2.0, 0.0, 2.0, 2.0, 1.0, 0.0, 2.0], [0.019790001213550568, 0.020873000845313072, 0.021956000477075577, 0.02303900197148323, 0.024122001603245735, 0.02520500123500824, 0.026288000866770744, 0.02737100049853325, 0.028454001992940903, 0.029536999762058258, 0.030620001256465912]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.019790001213550568, 'percentile_98': 0.030620001256465912}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.012450000271201134, 'max': 0.02418000064790249, 'mean': 0.016587555408477783, 'count': 6.300000190734863, 'sum': 0.10450159758329391, 'std': 0.0032001963782625196, 'median': 0.01566999964416027, 'majority': 0.012450000271201134, 'minority': 0.012450000271201134, 'unique': 12.0, 'histogram': [[2.0, 1.0, 2.0, 2.0, 3.0, 0.0, 0.0, 1.0, 0.0, 1.0], [0.012450000271201134, 0.013623000122606754, 0.014795999974012375, 0.01596900075674057, 0.017142001539468765, 0.01831500045955181, 0.019488001242280006, 0.020661000162363052, 0.021834000945091248, 0.023007001727819443, 0.02418000064790249]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.012450000271201134, 'percentile_98': 0.02418000064790249}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.023959999904036522, 'max': 0.049459997564554214, 'mean': 0.030533140525221825, 'count': 6.300000190734863, 'sum': 0.19235879182815552, 'std': 0.006300996575324192, 'median': 0.029520001262426376, 'majority': 0.023959999904036522, 'minority': 0.023959999904036522, 'unique': 12.0, 'histogram': [[5.0, 2.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0], [0.023959999904036522, 0.026510000228881836, 0.029059998691082, 0.031610000878572464, 0.03415999934077263, 0.03671000152826309, 0.03925999999046326, 0.04180999845266342, 0.044359996914863586, 0.04690999910235405, 0.049459997564554214]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.023959999904036522, 'percentile_98': 0.049459997564554214}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04309999942779541, 'max': 0.06425999850034714, 'mean': 0.05259425565600395, 'count': 6.300000190734863, 'sum': 0.3313438296318054, 'std': 0.0058499343386565214, 'median': 0.050700001418590546, 'majority': 0.04309999942779541, 'minority': 0.04309999942779541, 'unique': 12.0, 'histogram': [[1.0, 1.0, 0.0, 2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0], [0.04309999942779541, 0.045215997844934464, 0.047331999987363815, 0.04944799840450287, 0.05156400054693222, 0.053679998964071274, 0.05579599738121033, 0.05791199952363968, 0.06002799794077873, 0.062143996357917786, 0.06425999850034714]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04309999942779541, 'percentile_98': 0.06425999850034714}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04365000128746033, 'max': 0.065140001475811, 'mean': 0.05272713676095009, 'count': 6.300000190734863, 'sum': 0.3321809768676758, 'std': 0.006186068567713006, 'median': 0.05129000172019005, 'majority': 0.04365000128746033, 'minority': 0.04365000128746033, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 1.0, 2.0, 2.0, 1.0, 0.0, 2.0, 1.0], [0.04365000128746033, 0.045799002051353455, 0.04794800281524658, 0.05009700357913971, 0.05224600061774254, 0.054395001381635666, 0.05654400214552879, 0.05869300290942192, 0.06084199994802475, 0.06299100071191788, 0.065140001475811]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04365000128746033, 'percentile_98': 0.065140001475811}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03775999695062637, 'max': 0.056299999356269836, 'mean': 0.04532390460371971, 'count': 6.300000190734863, 'sum': 0.2855406105518341, 'std': 0.005400555347145207, 'median': 0.044130001217126846, 'majority': 0.03775999695062637, 'minority': 0.03775999695062637, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 2.0, 1.0, 1.0, 2.0, 1.0, 1.0, 1.0], [0.03775999695062637, 0.0396139957010746, 0.041467998176813126, 0.04332199692726135, 0.04517599940299988, 0.047029998153448105, 0.04888399690389633, 0.05073799937963486, 0.052591998130083084, 0.05444599688053131, 0.056299999356269836]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03775999695062637, 'percentile_98': 0.056299999356269836}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.02864000014960766, 'max': 0.04109000042080879, 'mean': 0.034009937196969986, 'count': 6.300000190734863, 'sum': 0.21426260471343994, 'std': 0.00392043483069876, 'median': 0.03407000005245209, 'majority': 0.02864000014960766, 'minority': 0.02864000014960766, 'unique': 12.0, 'histogram': [[2.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 3.0, 1.0, 2.0], [0.02864000014960766, 0.029884999617934227, 0.031130000948905945, 0.03237500041723251, 0.03361999988555908, 0.03486499935388565, 0.03610999882221222, 0.03735499829053879, 0.038600001484155655, 0.039845000952482224, 0.04109000042080879]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.02864000014960766, 'percentile_98': 0.04109000042080879}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04010999947786331, 'max': 0.05917999893426895, 'mean': 0.04819409176707268, 'count': 6.300000190734863, 'sum': 0.3036227822303772, 'std': 0.0054286487889069176, 'median': 0.04715999960899353, 'majority': 0.04010999947786331, 'minority': 0.04010999947786331, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 3.0, 0.0, 1.0], [0.04010999947786331, 0.042016997933387756, 0.0439240001142025, 0.045830998569726944, 0.04773800075054169, 0.04964499920606613, 0.051551997661590576, 0.05345899984240532, 0.055365998297929764, 0.05727300047874451, 0.05917999893426895]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04010999947786331, 'percentile_98': 0.05917999893426895}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.022780001163482666, 'max': 0.049389999359846115, 'mean': 0.03613224998116493, 'count': 6.300000190734863, 'sum': 0.22763319313526154, 'std': 0.006254441342866216, 'median': 0.03675999864935875, 'majority': 0.03675999864935875, 'minority': 0.022780001163482666, 'unique': 11.0, 'histogram': [[1.0, 2.0, 0.0, 1.0, 2.0, 2.0, 2.0, 1.0, 0.0, 1.0], [0.022780001163482666, 0.02544100023806095, 0.028102001175284386, 0.03076300024986267, 0.033424001187086105, 0.03608500212430954, 0.038745999336242676, 0.04140700027346611, 0.044068001210689545, 0.04672899842262268, 0.049389999359846115]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.026659999042749405, 'percentile_98': 0.049389999359846115}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.010890000499784946, 'max': 0.024490000680088997, 'mean': 0.01582920551300049, 'count': 6.300000190734863, 'sum': 0.09972400218248367, 'std': 0.0038416315736353665, 'median': 0.015529999509453773, 'majority': 0.010890000499784946, 'minority': 0.010890000499784946, 'unique': 12.0, 'histogram': [[4.0, 2.0, 0.0, 1.0, 1.0, 2.0, 0.0, 1.0, 0.0, 1.0], [0.010890000499784946, 0.012250000610947609, 0.013610000722110271, 0.014970000833272934, 0.016330000013113022, 0.01769000105559826, 0.019050000235438347, 0.020410001277923584, 0.021770000457763672, 0.02312999963760376, 0.024490000680088997]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.01157000008970499, 'percentile_98': 0.024490000680088997}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.025450000539422035, 'max': 0.046160001307725906, 'mean': 0.03224542737007141, 'count': 6.300000190734863, 'sum': 0.20314620435237885, 'std': 0.006119659947174534, 'median': 0.031059999018907547, 'majority': 0.025450000539422035, 'minority': 0.025450000539422035, 'unique': 12.0, 'histogram': [[4.0, 0.0, 2.0, 0.0, 1.0, 1.0, 1.0, 0.0, 2.0, 1.0], [0.025450000539422035, 0.027521001175045967, 0.02959199994802475, 0.03166300058364868, 0.033734001219272614, 0.035805001854896545, 0.03787600249052048, 0.03994700312614441, 0.04201800376176834, 0.04408900439739227, 0.046160001307725906]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.025450000539422035, 'percentile_98': 0.04368000105023384}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.015780000016093254, 'max': 0.03206999972462654, 'mean': 0.022339588031172752, 'count': 6.300000190734863, 'sum': 0.14073941111564636, 'std': 0.005592379693507329, 'median': 0.019600000232458115, 'majority': 0.015780000016093254, 'minority': 0.015780000016093254, 'unique': 12.0, 'histogram': [[1.0, 2.0, 3.0, 0.0, 2.0, 1.0, 0.0, 0.0, 2.0, 1.0], [0.015780000016093254, 0.017409000545740128, 0.019037999212741852, 0.020666999742388725, 0.0222960002720356, 0.023924998939037323, 0.025553999468684196, 0.02718299999833107, 0.028811998665332794, 0.030440999194979668, 0.03206999972462654]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.015780000016093254, 'percentile_98': 0.03206999972462654}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.027559999376535416, 'max': 0.05768999829888344, 'mean': 0.038526758551597595, 'count': 6.300000190734863, 'sum': 0.24271857738494873, 'std': 0.00871558319298176, 'median': 0.037790000438690186, 'majority': 0.027559999376535416, 'minority': 0.027559999376535416, 'unique': 12.0, 'histogram': [[1.0, 1.0, 2.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 4.0], [0.027559999376535416, 0.030572999268770218, 0.03358599916100502, 0.03659899905323982, 0.039611998945474625, 0.04262499883770943, 0.04563799872994423, 0.04865099862217903, 0.051663998514413834, 0.054676998406648636, 0.05768999829888344]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.027559999376535416, 'percentile_98': 0.05631000176072121}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.02379000000655651, 'max': 0.04638000205159187, 'mean': 0.03353933244943619, 'count': 6.300000190734863, 'sum': 0.21129781007766724, 'std': 0.006930950903157148, 'median': 0.03027000091969967, 'majority': 0.02379000000655651, 'minority': 0.02379000000655651, 'unique': 12.0, 'histogram': [[3.0, 0.0, 2.0, 1.0, 0.0, 3.0, 1.0, 0.0, 1.0, 1.0], [0.02379000000655651, 0.026048999279737473, 0.028308000415563583, 0.030567001551389694, 0.03282599896192551, 0.03508500009775162, 0.03734400123357773, 0.03960300236940384, 0.04186200350522995, 0.04412100464105606, 0.04638000205159187]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.025860000401735306, 'percentile_98': 0.04638000205159187}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03400000184774399, 'max': 0.07463999837636948, 'mean': 0.05273764953017235, 'count': 6.300000190734863, 'sum': 0.33224719762802124, 'std': 0.01296552974740671, 'median': 0.04874000325798988, 'majority': 0.03400000184774399, 'minority': 0.03400000184774399, 'unique': 12.0, 'histogram': [[1.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0, 2.0, 1.0, 1.0], [0.03400000184774399, 0.038064002990722656, 0.042128000408411026, 0.046192001551389694, 0.050255998969078064, 0.05432000011205673, 0.0583840012550354, 0.06244800239801407, 0.06651200354099274, 0.07057599723339081, 0.07463999837636948]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03400000184774399, 'percentile_98': 0.07463999837636948}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04552000015974045, 'max': 0.06705000251531601, 'mean': 0.057624321430921555, 'count': 6.300000190734863, 'sum': 0.3630332350730896, 'std': 0.006410852703590796, 'median': 0.05697000026702881, 'majority': 0.04552000015974045, 'minority': 0.04552000015974045, 'unique': 12.0, 'histogram': [[1.0, 0.0, 1.0, 0.0, 2.0, 1.0, 1.0, 1.0, 2.0, 3.0], [0.04552000015974045, 0.047673001885414124, 0.0498259998857975, 0.051979001611471176, 0.05413199961185455, 0.05628500133752823, 0.058438003063201904, 0.06059100478887558, 0.06274400651454926, 0.06489700078964233, 0.06705000251531601]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04552000015974045, 'percentile_98': 0.06705000251531601}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.043230000883340836, 'max': 0.06380999833345413, 'mean': 0.05466974154114723, 'count': 6.300000190734863, 'sum': 0.34441938996315, 'std': 0.006446870262022012, 'median': 0.053439997136592865, 'majority': 0.043230000883340836, 'minority': 0.043230000883340836, 'unique': 12.0, 'histogram': [[1.0, 0.0, 1.0, 1.0, 2.0, 0.0, 0.0, 2.0, 1.0, 4.0], [0.043230000883340836, 0.045288000255823135, 0.047345999628305435, 0.049403999000787735, 0.05146200209856033, 0.05352000147104263, 0.05557800084352493, 0.05763600021600723, 0.05969399958848953, 0.06175199896097183, 0.06380999833345413]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.043230000883340836, 'percentile_98': 0.06380999833345413}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03456000238656998, 'max': 0.05149000138044357, 'mean': 0.04375234991312027, 'count': 6.300000190734863, 'sum': 0.2756398022174835, 'std': 0.005286442718960909, 'median': 0.043549999594688416, 'majority': 0.03456000238656998, 'minority': 0.03456000238656998, 'unique': 12.0, 'histogram': [[1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 2.0], [0.03456000238656998, 0.03625300154089928, 0.03794600069522858, 0.039639003574848175, 0.041332002729177475, 0.043025001883506775, 0.044718001037836075, 0.046411000192165375, 0.04810400307178497, 0.04979700222611427, 0.05149000138044357]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03456000238656998, 'percentile_98': 0.05149000138044357}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.030319999903440475, 'max': 0.04550999775528908, 'mean': 0.038124822080135345, 'count': 6.300000190734863, 'sum': 0.2401863932609558, 'std': 0.004566615665888056, 'median': 0.03775999695062637, 'majority': 0.030319999903440475, 'minority': 0.030319999903440475, 'unique': 12.0, 'histogram': [[1.0, 1.0, 0.0, 1.0, 2.0, 0.0, 3.0, 2.0, 0.0, 2.0], [0.030319999903440475, 0.031838998198509216, 0.033358000218868256, 0.034876998513936996, 0.036396000534296036, 0.03791499882936478, 0.039434000849723816, 0.04095299914479256, 0.0424719974398613, 0.04399099946022034, 0.04550999775528908]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.030319999903440475, 'percentile_98': 0.04550999775528908}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.01996999979019165, 'max': 0.03415000066161156, 'mean': 0.028011681511998177, 'count': 6.300000190734863, 'sum': 0.17647360265254974, 'std': 0.003935783747526771, 'median': 0.02809000015258789, 'majority': 0.01996999979019165, 'minority': 0.01996999979019165, 'unique': 12.0, 'histogram': [[1.0, 0.0, 0.0, 2.0, 1.0, 1.0, 1.0, 2.0, 0.0, 4.0], [0.01996999979019165, 0.02138799987733364, 0.02280599996447563, 0.024224000051617622, 0.025642000138759613, 0.027060000225901604, 0.028478000313043594, 0.029896000400185585, 0.031314000487327576, 0.032732002437114716, 0.03415000066161156]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.01996999979019165, 'percentile_98': 0.03415000066161156}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.015479999594390392, 'max': 0.025040000677108765, 'mean': 0.020756063982844353, 'count': 6.300000190734863, 'sum': 0.1307632029056549, 'std': 0.002253518485899217, 'median': 0.021209999918937683, 'majority': 0.015479999594390392, 'minority': 0.015479999594390392, 'unique': 12.0, 'histogram': [[1.0, 0.0, 0.0, 1.0, 0.0, 2.0, 5.0, 1.0, 1.0, 1.0], [0.015479999594390392, 0.016435999423265457, 0.017392000183463097, 0.018348000943660736, 0.019303999841213226, 0.020260000601410866, 0.021216001361608505, 0.022172000259160995, 0.023128001019358635, 0.024084001779556274, 0.025040000677108765]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.015479999594390392, 'percentile_98': 0.025040000677108765}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03434000164270401, 'max': 0.05054999887943268, 'mean': 0.042142316699028015, 'count': 6.300000190734863, 'sum': 0.2654966115951538, 'std': 0.004936847248715457, 'median': 0.04360999912023544, 'majority': 0.03434000164270401, 'minority': 0.03434000164270401, 'unique': 12.0, 'histogram': [[1.0, 1.0, 0.0, 2.0, 0.0, 1.0, 3.0, 0.0, 3.0, 1.0], [0.03434000164270401, 0.035961002111434937, 0.03758200258016586, 0.03920300304889679, 0.04082399979233742, 0.042445000261068344, 0.04406600072979927, 0.0456870011985302, 0.047307997941970825, 0.04892899841070175, 0.05054999887943268]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03434000164270401, 'percentile_98': 0.05054999887943268}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04391000047326088, 'max': 0.07242999970912933, 'mean': 0.060162413865327835, 'count': 6.300000190734863, 'sum': 0.3790232241153717, 'std': 0.009991531802880793, 'median': 0.0572500005364418, 'majority': 0.04391000047326088, 'minority': 0.04391000047326088, 'unique': 12.0, 'histogram': [[1.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 1.0, 4.0, 3.0], [0.04391000047326088, 0.046762000769376755, 0.04961400106549263, 0.05246599763631821, 0.05531799793243408, 0.05816999822854996, 0.06102199852466583, 0.06387399882078171, 0.06672599911689758, 0.06957799941301346, 0.07242999970912933]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04391000047326088, 'percentile_98': 0.07242999970912933}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.018400000408291817, 'max': 0.04608999937772751, 'mean': 0.029642319306731224, 'count': 6.300000190734863, 'sum': 0.18674661219120026, 'std': 0.008453553762382276, 'median': 0.026360001415014267, 'majority': 0.018400000408291817, 'minority': 0.018400000408291817, 'unique': 12.0, 'histogram': [[2.0, 0.0, 3.0, 0.0, 1.0, 0.0, 3.0, 2.0, 0.0, 1.0], [0.018400000408291817, 0.02116899937391281, 0.023938000202178955, 0.0267070010304451, 0.029475999996066093, 0.03224499896168709, 0.03501399978995323, 0.03778299689292908, 0.04055199772119522, 0.043320998549461365, 0.04608999937772751]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.018400000408291817, 'percentile_98': 0.04608999937772751}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.054680000990629196, 'max': 0.08885999768972397, 'mean': 0.06583317369222641, 'count': 6.300000190734863, 'sum': 0.41474899649620056, 'std': 0.009487450046255253, 'median': 0.0616299994289875, 'majority': 0.054680000990629196, 'minority': 0.054680000990629196, 'unique': 12.0, 'histogram': [[2.0, 2.0, 3.0, 0.0, 2.0, 1.0, 1.0, 0.0, 0.0, 1.0], [0.054680000990629196, 0.058097999542951584, 0.06151600182056427, 0.06493400037288666, 0.06835199892520905, 0.07176999747753143, 0.07518799602985382, 0.07860599458217621, 0.0820240005850792, 0.08544199913740158, 0.08885999768972397]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.05643000081181526, 'percentile_98': 0.08885999768972397}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.06695999950170517, 'max': 0.10901999473571777, 'mean': 0.08429377526044846, 'count': 6.300000190734863, 'sum': 0.5310508012771606, 'std': 0.014446019305919358, 'median': 0.08091000467538834, 'majority': 0.06695999950170517, 'minority': 0.06695999950170517, 'unique': 12.0, 'histogram': [[2.0, 2.0, 0.0, 1.0, 2.0, 0.0, 2.0, 1.0, 1.0, 1.0], [0.06695999950170517, 0.07116600126028061, 0.07537199556827545, 0.07957799732685089, 0.08378399908542633, 0.08799000084400177, 0.09219599515199661, 0.09640199691057205, 0.1006079912185669, 0.10481399297714233, 0.10901999473571777]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.06695999950170517, 'percentile_98': 0.10901999473571777}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.042089998722076416, 'max': 0.09363000094890594, 'mean': 0.0563914030790329, 'count': 6.300000190734863, 'sum': 0.35526585578918457, 'std': 0.017934655478296296, 'median': 0.04650000110268593, 'majority': 0.042089998722076416, 'minority': 0.042089998722076416, 'unique': 12.0, 'histogram': [[5.0, 3.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0], [0.042089998722076416, 0.04724399745464325, 0.05239799991250038, 0.057551998645067215, 0.06270600110292435, 0.06785999983549118, 0.07301399856805801, 0.07816800475120544, 0.08332200348377228, 0.08847600221633911, 0.09363000094890594]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.042089998722076416, 'percentile_98': 0.09363000094890594}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.042490001767873764, 'max': 0.06645999848842621, 'mean': 0.05239476263523102, 'count': 6.300000190734863, 'sum': 0.33008700609207153, 'std': 0.007358647183214682, 'median': 0.05016999691724777, 'majority': 0.042490001767873764, 'minority': 0.042490001767873764, 'unique': 12.0, 'histogram': [[1.0, 1.0, 2.0, 2.0, 1.0, 0.0, 2.0, 1.0, 0.0, 2.0], [0.042490001767873764, 0.0448870025575161, 0.047283999621868134, 0.04968100041151047, 0.0520780012011528, 0.054475001990795135, 0.05687199905514717, 0.059268999844789505, 0.06166599690914154, 0.06406299769878387, 0.06645999848842621]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.042490001767873764, 'percentile_98': 0.06645999848842621}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03849000111222267, 'max': 0.06125999987125397, 'mean': 0.04703514650464058, 'count': 6.300000190734863, 'sum': 0.29632142186164856, 'std': 0.007237592409655422, 'median': 0.044429998844861984, 'majority': 0.03849000111222267, 'minority': 0.03849000111222267, 'unique': 12.0, 'histogram': [[2.0, 1.0, 2.0, 1.0, 1.0, 0.0, 3.0, 0.0, 0.0, 2.0], [0.03849000111222267, 0.04076699912548065, 0.04304400086402893, 0.04532100260257721, 0.04759800061583519, 0.04987499862909317, 0.05215200036764145, 0.05442900210618973, 0.05670600011944771, 0.05898299813270569, 0.06125999987125397]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03849000111222267, 'percentile_98': 0.06125999987125397}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03809000179171562, 'max': 0.06334999948740005, 'mean': 0.04698612168431282, 'count': 6.300000190734863, 'sum': 0.2960125803947449, 'std': 0.007652625953834009, 'median': 0.044270001351833344, 'majority': 0.03809000179171562, 'minority': 0.03809000179171562, 'unique': 12.0, 'histogram': [[2.0, 2.0, 1.0, 1.0, 1.0, 2.0, 1.0, 0.0, 1.0, 1.0], [0.03809000179171562, 0.040616001933813095, 0.04314200207591057, 0.04566800221800804, 0.048193998634815216, 0.05071999877691269, 0.05324599891901016, 0.055771999061107635, 0.05829799920320511, 0.06082399934530258, 0.06334999948740005]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03809000179171562, 'percentile_98': 0.06334999948740005}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.014919999986886978, 'max': 0.02761000022292137, 'mean': 0.01912771351635456, 'count': 6.300000190734863, 'sum': 0.12050459533929825, 'std': 0.003265760190268147, 'median': 0.017760001122951508, 'majority': 0.014919999986886978, 'minority': 0.014919999986886978, 'unique': 12.0, 'histogram': [[1.0, 2.0, 3.0, 0.0, 2.0, 0.0, 1.0, 1.0, 1.0, 1.0], [0.014919999986886978, 0.016188999637961388, 0.017457999289035797, 0.018727000802755356, 0.019996000453829765, 0.021265000104904175, 0.022533999755978584, 0.023802999407052994, 0.025072000920772552, 0.026340998709201813, 0.02761000022292137]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.014919999986886978, 'percentile_98': 0.025700001046061516}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.023360000923275948, 'max': 0.04481999948620796, 'mean': 0.033909015357494354, 'count': 6.300000190734863, 'sum': 0.21362680196762085, 'std': 0.006065785795538357, 'median': 0.03220999985933304, 'majority': 0.023360000923275948, 'minority': 0.023360000923275948, 'unique': 12.0, 'histogram': [[1.0, 0.0, 0.0, 3.0, 2.0, 0.0, 4.0, 0.0, 0.0, 2.0], [0.023360000923275948, 0.025506000965833664, 0.02765200100839138, 0.029798001050949097, 0.031943999230861664, 0.03409000113606453, 0.0362359993159771, 0.03838200122117996, 0.04052799940109253, 0.042673997581005096, 0.04481999948620796]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.023360000923275948, 'percentile_98': 0.04481999948620796}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03043000027537346, 'max': 0.044840000569820404, 'mean': 0.037020061165094376, 'count': 6.300000190734863, 'sum': 0.23322640359401703, 'std': 0.004636493244967798, 'median': 0.034949999302625656, 'majority': 0.03043000027537346, 'minority': 0.03043000027537346, 'unique': 12.0, 'histogram': [[2.0, 0.0, 1.0, 1.0, 0.0, 2.0, 3.0, 1.0, 1.0, 1.0], [0.03043000027537346, 0.031870998442173004, 0.03331200033426285, 0.03475300222635269, 0.03619400039315224, 0.03763499855995178, 0.039076000452041626, 0.04051700234413147, 0.041958000510931015, 0.04339899867773056, 0.044840000569820404]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03043000027537346, 'percentile_98': 0.044840000569820404}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03449999913573265, 'max': 0.05086999759078026, 'mean': 0.04045698419213295, 'count': 6.300000190734863, 'sum': 0.2548789978027344, 'std': 0.005399930518709619, 'median': 0.03852999955415726, 'majority': 0.03449999913573265, 'minority': 0.03449999913573265, 'unique': 12.0, 'histogram': [[3.0, 1.0, 3.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0], [0.03449999913573265, 0.03613699972629547, 0.03777400031685829, 0.03941100090742111, 0.041047997772693634, 0.042684998363256454, 0.044321998953819275, 0.045958999544382095, 0.047596000134944916, 0.04923299700021744, 0.05086999759078026]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03449999913573265, 'percentile_98': 0.05086999759078026}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.019940000027418137, 'max': 0.05893000215291977, 'mean': 0.036261748522520065, 'count': 6.300000190734863, 'sum': 0.2284490168094635, 'std': 0.01249500755639856, 'median': 0.03376000002026558, 'majority': 0.019940000027418137, 'minority': 0.019940000027418137, 'unique': 12.0, 'histogram': [[3.0, 1.0, 0.0, 2.0, 1.0, 1.0, 0.0, 0.0, 2.0, 2.0], [0.019940000027418137, 0.02383900061249733, 0.027738001197576523, 0.03163699805736542, 0.03553599864244461, 0.039434999227523804, 0.043333999812603, 0.04723300039768219, 0.05113200098276138, 0.055031001567840576, 0.05893000215291977]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.019940000027418137, 'percentile_98': 0.05893000215291977}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.06604000180959702, 'max': 0.0832199975848198, 'mean': 0.07379263639450073, 'count': 6.300000190734863, 'sum': 0.464893639087677, 'std': 0.005909207402540836, 'median': 0.07148999720811844, 'majority': 0.06604000180959702, 'minority': 0.06604000180959702, 'unique': 12.0, 'histogram': [[1.0, 1.0, 3.0, 2.0, 2.0, 0.0, 0.0, 0.0, 1.0, 2.0], [0.06604000180959702, 0.0677580013871193, 0.06947600096464157, 0.07119400054216385, 0.07291200011968613, 0.0746299996972084, 0.07634799927473068, 0.07806599885225296, 0.07978399842977524, 0.08150199800729752, 0.0832199975848198]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.06604000180959702, 'percentile_98': 0.0832199975848198}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.024700000882148743, 'max': 0.03977999836206436, 'mean': 0.03145422041416168, 'count': 6.300000190734863, 'sum': 0.19816160202026367, 'std': 0.0038125090283295878, 'median': 0.031190000474452972, 'majority': 0.024700000882148743, 'minority': 0.024700000882148743, 'unique': 12.0, 'histogram': [[1.0, 0.0, 2.0, 1.0, 3.0, 0.0, 0.0, 1.0, 2.0, 2.0], [0.024700000882148743, 0.026208000257611275, 0.027715999633073807, 0.029224000871181488, 0.03073200024664402, 0.03223999962210655, 0.03374800086021423, 0.035255998373031616, 0.0367639996111393, 0.03827199712395668, 0.03977999836206436]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.024700000882148743, 'percentile_98': 0.03845999762415886}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.018690001219511032, 'max': 0.040699999779462814, 'mean': 0.026401299983263016, 'count': 6.300000190734863, 'sum': 0.16632819175720215, 'std': 0.008396999622780142, 'median': 0.023269999772310257, 'majority': 0.018690001219511032, 'minority': 0.018690001219511032, 'unique': 12.0, 'histogram': [[3.0, 2.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0], [0.018690001219511032, 0.02089100144803524, 0.023092001676559448, 0.025293000042438507, 0.027494000270962715, 0.029695000499486923, 0.03189599886536598, 0.03409700095653534, 0.0362979993224144, 0.03849899768829346, 0.040699999779462814]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.018690001219511032, 'percentile_98': 0.040699999779462814}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.046720001846551895, 'max': 0.09843999892473221, 'mean': 0.07158701866865158, 'count': 6.300000190734863, 'sum': 0.4509982168674469, 'std': 0.017604995263854832, 'median': 0.0705299973487854, 'majority': 0.046720001846551895, 'minority': 0.046720001846551895, 'unique': 12.0, 'histogram': [[1.0, 3.0, 1.0, 0.0, 2.0, 0.0, 2.0, 1.0, 0.0, 2.0], [0.046720001846551895, 0.0518920011818409, 0.0570640005171299, 0.0622360035777092, 0.0674080029129982, 0.0725800022482872, 0.0777520015835762, 0.0829240009188652, 0.0880960002541542, 0.0932679995894432, 0.09843999892473221]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.046720001846551895, 'percentile_98': 0.09843999892473221}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.0485600009560585, 'max': 0.07208000123500824, 'mean': 0.0587582141160965, 'count': 6.300000190734863, 'sum': 0.370176762342453, 'std': 0.00662351522678199, 'median': 0.0579800009727478, 'majority': 0.0485600009560585, 'minority': 0.0485600009560585, 'unique': 12.0, 'histogram': [[1.0, 1.0, 2.0, 0.0, 2.0, 1.0, 1.0, 2.0, 1.0, 1.0], [0.0485600009560585, 0.050912000238895416, 0.05326399952173233, 0.055615998804569244, 0.05796800181269646, 0.06032000109553337, 0.06267200410366058, 0.0650240033864975, 0.06737600266933441, 0.06972800195217133, 0.07208000123500824]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.0485600009560585, 'percentile_98': 0.07208000123500824}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.04642999917268753, 'max': 0.06729000061750412, 'mean': 0.054956596344709396, 'count': 6.300000190734863, 'sum': 0.3462265729904175, 'std': 0.006279046161549833, 'median': 0.052960000932216644, 'majority': 0.04642999917268753, 'minority': 0.04642999917268753, 'unique': 12.0, 'histogram': [[1.0, 1.0, 1.0, 3.0, 0.0, 1.0, 0.0, 3.0, 1.0, 1.0], [0.04642999917268753, 0.04851599782705307, 0.05060200020670891, 0.05268799886107445, 0.054774001240730286, 0.056859999895095825, 0.058945998549461365, 0.061031997203826904, 0.06311799585819244, 0.06520400196313858, 0.06729000061750412]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.04642999917268753, 'percentile_98': 0.06729000061750412}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.03646999970078468, 'max': 0.05527999997138977, 'mean': 0.04348228871822357, 'count': 6.300000190734863, 'sum': 0.2739384174346924, 'std': 0.005476967955864938, 'median': 0.04210999980568886, 'majority': 0.03646999970078468, 'minority': 0.03646999970078468, 'unique': 12.0, 'histogram': [[2.0, 0.0, 3.0, 1.0, 1.0, 1.0, 1.0, 2.0, 0.0, 1.0], [0.03646999970078468, 0.03835099935531616, 0.04023199900984764, 0.04211299866437912, 0.0439939983189106, 0.04587499797344208, 0.047756001353263855, 0.049637001007795334, 0.05151800066232681, 0.05339900031685829, 0.05527999997138977]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.03646999970078468, 'percentile_98': 0.05527999997138977}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.017059998586773872, 'max': 0.023930000141263008, 'mean': 0.020088793709874153, 'count': 6.300000190734863, 'sum': 0.12655940651893616, 'std': 0.002199509794210104, 'median': 0.019680000841617584, 'majority': 0.017059998586773872, 'minority': 0.017059998586773872, 'unique': 12.0, 'histogram': [[2.0, 0.0, 1.0, 2.0, 1.0, 0.0, 2.0, 1.0, 1.0, 2.0], [0.017059998586773872, 0.017746997997164726, 0.01843399927020073, 0.019120998680591583, 0.019807999953627586, 0.02049499936401844, 0.021182000637054443, 0.021869000047445297, 0.02255599945783615, 0.023243000730872154, 0.023930000141263008]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.017059998586773872, 'percentile_98': 0.023930000141263008}}}}
{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-96.1, 32.28], [-96.1, 33.28], [-97.58, 33.28], [-97.58, 32.28], [-96.1, 32.28]]]}, 'properties': {'statistics': {'b1': {'min': 0.01664000004529953, 'max': 0.02370999939739704, 'mean': 0.019474824890494347, 'count': 6.300000190734863, 'sum': 0.12269140034914017, 'std': 0.0023577335642611815, 'median': 0.019190000370144844, 'majority': 0.01664000004529953, 'minority': 0.01664000004529953, 'unique': 12.0, 'histogram': [[2.0, 1.0, 0.0, 2.0, 1.0, 1.0, 3.0, 0.0, 0.0, 2.0], [0.01664000004529953, 0.017347000539302826, 0.018053999170660973, 0.01876099966466427, 0.019468000158667564, 0.02017499879002571, 0.020881999284029007, 0.021588999778032303, 0.0222960002720356, 0.023002998903393745, 0.02370999939739704]], 'valid_percent': 100.0, 'masked_pixels': 0.0, 'valid_pixels': 12.0, 'percentile_2': 0.01664000004529953, 'percentile_98': 0.02370999939739704}}}}
CPU times: user 1.24 s, sys: 309 ms, total: 1.55 s
Wall time: 1min 22s
# Generate stats for the first item in the collection
stats[0]
{'statistics': {'b1': {'min': 0.024049999192357063,
   'max': 0.04072999954223633,
   'mean': 0.03167419135570526,
   'count': 6.300000190734863,
   'sum': 0.1995474100112915,
   'std': 0.005142866815977996,
   'median': 0.02964000031352043,
   'majority': 0.024049999192357063,
   'minority': 0.024049999192357063,
   'unique': 12.0,
   'histogram': [[1.0, 2.0, 0.0, 1.0, 1.0, 1.0, 0.0, 4.0, 1.0, 1.0],
    [0.024049999192357063,
     0.025717999786138535,
     0.027385998517274857,
     0.029053999111056328,
     0.0307219997048378,
     0.03238999843597412,
     0.03405799716711044,
     0.035725999623537064,
     0.037393998354673386,
     0.039062000811100006,
     0.04072999954223633]],
   'valid_percent': 100.0,
   'masked_pixels': 0.0,
   'valid_pixels': 12.0,
   'percentile_2': 0.024049999192357063,
   'percentile_98': 0.04072999954223633}},
 'start_datetime': '2017-12-01T00:00:00+00:00'}
# Create a function that goes through every single item in the collection and populates their properties - including the minimum, maximum, and sum of their values - in a table.
def clean_stats(stats_json) -> pd.DataFrame:
    df = pd.json_normalize(stats_json)
    df.columns = [col.replace("statistics.b1.", "") for col in df.columns]
    df["date"] = pd.to_datetime(df["start_datetime"])
    return df


df = clean_stats(stats)
df.head(5) # the number of granules displayed in the table can be changed by increasing or decreasing the value inserted here!
start_datetime min max mean count sum std median majority minority unique histogram valid_percent masked_pixels valid_pixels percentile_2 percentile_98 date
0 2017-12-01T00:00:00+00:00 0.02405 0.04073 0.031674 6.3 0.199547 0.005143 0.02964 0.02405 0.02405 12.0 [[1.0, 2.0, 0.0, 1.0, 1.0, 1.0, 0.0, 4.0, 1.0,... 100.0 0.0 12.0 0.02405 0.04073 2017-12-01 00:00:00+00:00
1 2017-11-01T00:00:00+00:00 0.02307 0.05729 0.038577 6.3 0.243036 0.010636 0.03568 0.02307 0.02307 12.0 [[2.0, 0.0, 2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 1.0,... 100.0 0.0 12.0 0.02307 0.05729 2017-11-01 00:00:00+00:00
2 2017-10-01T00:00:00+00:00 0.02672 0.05809 0.039282 6.3 0.247477 0.010032 0.03412 0.02672 0.02672 12.0 [[1.0, 2.0, 3.0, 1.0, 2.0, 0.0, 0.0, 2.0, 0.0,... 100.0 0.0 12.0 0.02672 0.05809 2017-10-01 00:00:00+00:00
3 2017-09-01T00:00:00+00:00 0.01629 0.04360 0.023310 6.3 0.146852 0.006523 0.02122 0.01629 0.01629 12.0 [[3.0, 2.0, 1.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0,... 100.0 0.0 12.0 0.01629 0.04122 2017-09-01 00:00:00+00:00
4 2017-08-01T00:00:00+00:00 0.03309 0.06435 0.045420 6.3 0.286144 0.010410 0.04247 0.03309 0.03309 12.0 [[1.0, 4.0, 0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 0.0,... 100.0 0.0 12.0 0.03309 0.06435 2017-08-01 00:00:00+00:00

Visualizing the Data as a Time Series

We can now explore the Heterotrophic Respiration time series (January 2003 -December 2017) available for the Dallas, Texas area. We can plot the data set using the code below:

fig = plt.figure(figsize=(20, 10)) #determine the width and height of the plot using the 'matplotlib' library

plt.plot(
    df["date"],
    df["max"],
    color="purple",
    linestyle="-",
    linewidth=0.5,
    label="Max monthly Carbon emissions",
)

plt.legend()
plt.xlabel("Years")
plt.ylabel("kg Carbon/m2/month")
plt.title("Heterotrophic Respiration Values for Dallas, Texas (2003-2017)")
Text(0.5, 1.0, 'Heterotrophic Respiration Values for Dallas, Texas (2003-2017)')

# Now let's examine the Rh level for the 3rd item in the collection for Dallas, Texas area
# Keep in mind that a list starts from 0, 1, 2,... therefore items[2] is referring to the third item in the list/collection
print(items[2]["properties"]["start_datetime"]) #print the start Date Time of the third granule in the collection!
2017-10-01T00:00:00+00:00
# Fetch the third granule in the collection and set the color scheme and rescale values. 
october_tile = requests.get(
    f"{RASTER_API_URL}/collections/{items[2]['collection']}/items/{items[2]['id']}/tilejson.json?"
    f"&assets={asset_name}"
    f"&color_formula=gamma+r+1.05&colormap_name={color_map}"
    f"&rescale={rescale_values['min']},{rescale_values['max']}",
).json()
october_tile
{'tilejson': '2.2.0',
 'version': '1.0.0',
 'scheme': 'xyz',
 'tiles': ['https://earth.gov/ghgcenter/api/raster/collections/casagfed-carbonflux-monthgrid-v3/items/casagfed-carbonflux-monthgrid-v3-201710/tiles/WebMercatorQuad/{z}/{x}/{y}@1x?assets=rh&color_formula=gamma+r+1.05&colormap_name=purd&rescale=0.0%2C0.6039900183677673'],
 'minzoom': 0,
 'maxzoom': 24,
 'bounds': [-180.0, -90.0, 180.0, 90.0],
 'center': [0.0, 0.0, 0]}
# Map the Rh level for the Dallas, Texas area for the October, 2017 timeframe
aoi_map_bbox = Map(
    tiles="OpenStreetMap",
    location=[
        32.8, # latitude
        -96.79, # longitude
    ],
    zoom_start=9,
)

map_layer = TileLayer(
    tiles=october_tile["tiles"][0],
    attr="GHG", opacity = 0.7, name="October 2017 RH Level", overlay= True, legendEnabled = True
)

map_layer.add_to(aoi_map_bbox)

# Display data marker (title) on the map
folium.Marker((40, 5.9), tooltip="both").add_to(aoi_map_bbox)
folium.LayerControl(collapsed=False).add_to(aoi_map_bbox)

# Add a legend
colormap = branca.colormap.linear.PuRd_09.scale(0, 0.3) # minimum value = 0, maximum value = 0.3 (kg Carbon/m2/month)
colormap = colormap.to_step(index=[0, 0.07, 0.15, 0.22, 0.3])
colormap.caption = 'Rh Values (kg Carbon/m2/month)'

colormap.add_to(aoi_map_bbox)

aoi_map_bbox
Make this Notebook Trusted to load map: File -> Trust Notebook

Summary

In this notebook we have successfully completed the following steps for the STAC collection for CASA GFED Land-Atmosphere Carbon Flux data: 1. Install and import the necessary libraries 2. Fetch the collection from STAC collections using the appropriate endpoints 3. Count the number of existing granules within the collection 4. Map and compare the Heterotrophic Respiration (Rh) levels over the Dallas, Texas area for two distinctive years 5. Create a table that displays the minimum, maximum, and sum of the Rh values for a specified region 6. Generate a time-series graph of the Rh values for a specified region

If you have any questions regarding this user notebook, please contact us using the feedback form.

Back to top