Index

A

add_geobox() (in module deafrica_tools.spatial) AEZ agriculture, [1] allNaN_arg() (in module deafrica_tools.temporal) analysis agriculture beginner's guide change detection, [1] change monitoring, [1], [2] composites, [1] GEOBIA image processing machine learning masking principal component analysis time series, [1], [2], [3], [4], [5], [6], [7] Wetlands insight tool

animation API ARD ARN AWS

B

band index ASI ENDISI, [1] EVI, [1], [2] MNDWI, [1], [2] NBR NDBI NDCI NDVI, [1], [2], [3], [4], [5], [6], [7], [8], [9] ndvi_mean NDWI, [1], [2], [3], [4] RVI

beginner's guide analysis jupyter notebook loading data measurements numpy parallel processing products visualisation

C

calculate_indices() (in module deafrica_tools.bandindices) CEOS climate, [1], [2], [3], [4], [5] cloud filtering cloud masking, [1] coastal COG collect_training_data() (in module deafrica_tools.classification) contours_to_arrays() (in module deafrica_tools.spatial) create_boundedfloattext() (in module deafrica_tools.app.widgetconstructors)

create_checkbox() (in module deafrica_tools.app.widgetconstructors) create_datepicker() (in module deafrica_tools.app.widgetconstructors) create_dea_wms_layer() (in module deafrica_tools.app.widgetconstructors) create_drawcontrol() (in module deafrica_tools.app.widgetconstructors) create_dropdown() (in module deafrica_tools.app.widgetconstructors) create_html() (in module deafrica_tools.app.widgetconstructors) create_inputtext() (in module deafrica_tools.app.widgetconstructors) create_local_dask_cluster() (in module deafrica_tools.dask) create_map() (in module deafrica_tools.app.widgetconstructors) cropland extent

D

dask, [1], [2], [3] data attributes coordinate reference system data datasets ndvi anomaly data format GeoTIFF, [1], [2], [3] shapefile data methods animation, [1] buffering classification composites compositing, [1] contour extraction cross validation dilate exporting, [1] feature importance GEOBIA geobox geomedian groupby, [1] hyperparameters image segmentation interpolation machine learning, [1], [2], [3], [4] masking principal component analysis rasterize reprojecting, [1] resample resampling, [1], [2] vectorize violin plots wofs_fuser data used ALOS PALSAR ALOS-2 PALSAR-2 CHIRPS coastlines Copernicus Global Land Service, Land Use/Land Cover at 100 m crop_mask, [1], [2], [3] csv ERA5, [1], [2], [3], [4] ESA Climate Change Initiative Land Cover ESA WorldCover ESRI Land Cover external fc_ls, [1] fc_ls_summary_annual Global Forest Change GRAFS iSDA soil isda_soil_bedrock_depth isda_soil_bulk_density isda_soil_carbon_total isda_soil_clay_content isda_soil_sand_content isda_soil_silt_content JERS SAR landsat 5, [1], [2], [3], [4], [5], [6], [7] landsat 5 & 7 geomedian landsat 7, [1], [2], [3], [4], [5], [6], [7] landsat 8, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15] landsat 8 & 9 geomedian landsat 8 geomedian, [1], [2] landsat 9, [1], [2] Landsat-9 ndvi anomaly ndvi climatology ndvi_anomaly ndvi_climatology_ls rolling geomad rolling GeoMAD s2_l2a sentinel 1 sentinel 2, [1], [2] sentinel-1, [1], [2], [3] sentinel-2, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17] Sentinel-2, [1] sentinel-2 geomedian, [1], [2], [3], [4], [5], [6], [7] SRTM WOfS, [1], [2], [3], [4], [5], [6], [7] wofs_ls wofs_ls_summary_annual World Settlement Footprint, [1]

datasets ALOS/ALOS-2 PALSAR/PALSAR-2 cci_landcover cgls_landcover CHIRPS, [1], [2] crop_mask ERA5, [1], [2], [3] esa_worldcover_2020 fractional_cover GRAFS io_lulc JERS SAR landsat 5, [1] landsat 7, [1] landsat 8, [1], [2] sentinel-2 wofs_ls wofs_ls_summary_alltime wofs_ls_summary_annual wsf_2015 wsf_2019 DE Africa DE Africa Notebooks DE Africa Sandbox deafrica_tools.app.geomedian module deafrica_tools.app.imageexport module deafrica_tools.app.widgetconstructors module deafrica_tools.bandindices module deafrica_tools.classification module deafrica_tools.dask module deafrica_tools.load_era5 module deafrica_tools.load_soil_moisture module deafrica_tools.plotting module deafrica_tools.spatial module deafrica_tools.temporal module display_map() (in module deafrica_tools.plotting) dualpol_indices() (in module deafrica_tools.bandindices)

E

EO ESA

export_image_app() (in module deafrica_tools.app.imageexport) external data

F

FAO FC fire mapping

fit() (deafrica_tools.classification.KMeans_tree method) fit_xr() (in module deafrica_tools.classification) forestry

G

GEE GeoMAD

Geomedian GIS

H

HiddenPrints (class in deafrica_tools.classification)

I

interactive, [1], [2], [3]

interpolate_2d() (in module deafrica_tools.spatial) intertidal, [1]

J

Jupyter Notebook jupyter notebook beginner's guide code cell markdown cell raw cell

JupyterLab

K

KMeans_tree (class in deafrica_tools.classification)

L

landcover Landsat largest_region() (in module deafrica_tools.spatial)

load_era5() (in module deafrica_tools.load_era5) loading data beginner's guide

M

machine learning image segmentation supervised classification MAD mangroves map_shapefile() (in module deafrica_tools.plotting) measurements beginner's guide MODIS module deafrica_tools.app.geomedian deafrica_tools.app.imageexport deafrica_tools.app.widgetconstructors deafrica_tools.bandindices deafrica_tools.classification deafrica_tools.dask deafrica_tools.load_era5 deafrica_tools.load_soil_moisture deafrica_tools.plotting deafrica_tools.spatial deafrica_tools.temporal

monthly, [1]

N

NASA NBR

NDVI NIR

O

ODC

OGC OWS

P

parallel processing beginner's guide dask phenology, [1] pixel quality plot_lulc() (in module deafrica_tools.plotting) plot_wofs() (in module deafrica_tools.plotting) plotting precipitation, [1]

predict() (deafrica_tools.classification.KMeans_tree method) predict_xr() (in module deafrica_tools.classification) products beginner's guide Python python package dask GeoPandas matplotlib, [1] numpy

R

rainfall, [1], [2] reverse_geocode() (in module deafrica_tools.spatial)

rgb() (in module deafrica_tools.plotting) run_app() (in module deafrica_tools.app.geomedian)

S

SAR select_region_app() (in module deafrica_tools.app.imageexport) Sentinel SKCV() (in module deafrica_tools.classification) sklearn_flatten() (in module deafrica_tools.classification) sklearn_unflatten() (in module deafrica_tools.classification) soil soil moisture

spatial analysis polygons spatial_clusters() (in module deafrica_tools.classification) spatial_train_test_split() (in module deafrica_tools.classification) STAC subpixel_contours() (in module deafrica_tools.spatial) sun_angles() (in module deafrica_tools.spatial) surface temperature, [1], [2]

T

temperature, [1], [2] temporal_statistics() (in module deafrica_tools.temporal), [1]

tidal modelling transform_geojson_wgs_to_epsg() (in module deafrica_tools.spatial)

U

urban, [1], [2] use case surface mining

USGS

V

vegetation anomalies visualisation animation, [1], [2] beginner's guide colour maps filmstrip measurements timesteps

W

water, [1] extent, [1], [2] tide modelling, [1] waterline extraction, [1]

water quality, [1] wetlands widgets wind WOfS

X

xarray xr_animation() (in module deafrica_tools.plotting)

xr_phenology() (in module deafrica_tools.temporal), [1] xr_rasterize() (in module deafrica_tools.spatial) xr_vectorize() (in module deafrica_tools.spatial)

Z

zonal_stats_parallel() (in module deafrica_tools.spatial)