Index

A

agriculture, [1] analysis agriculture beginner's guide change detection, [1] change monitoring, [1], [2] composites, [1] GEOBIA image processing interactive map 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], [3] MNDWI, [1], [2] NBR, [1] NDBI NDCI NDVI, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10] ndvi_mean NDWI, [1], [2], [3], [4] RVI

band package load_ard beginner's guide analysis jupyter notebook loading data measurements numpy parallel processing products visualisation xarray

C

calculate_indices() (in module deafrica_tools.bandindices) climate, [1], [2], [3], [4], [5] cloud filtering cloud masking, [1] coastal COG 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_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 cgls_lwq100_2024_nrt CHIRPS, [1], [2] coastlines Copernicus Global Land Service Copernicus Global Land Service, Land Use/Land Cover at 100 m crop mask, [1] crop_mask, [1], [2], [3] csv ERA5, [1], [2], [3], [4] ESA Climate Change Initiative Land Cover ESA WorldCover esa_worldcereal_maize_main 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 landsat 5, [1], [2], [3], [4], [5], [6], [7] landsat 5 & 7 geomedian, [1], [2] 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, [1], [2] 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], [3] sentinel-1, [1], [2], [3], [4] sentinel-2, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18] Sentinel-2 sentinel-2 c1, [1] Sentinel-2 c1 sentinel-2 geomedian, [1], [2], [3], [4], [5], [6], [7], [8], [9] sentinel-3 SRTM wapor waterbodies, [1], [2] WOfS, [1], [2], [3], [4], [5], [6], [7] wofs_ls wofs_ls_summary_annual, [1], [2] World Settlement Footprint, [1], [2] WorldCereal

datasets ALOS/ALOS-2 PALSAR/PALSAR-2 cci_landcover cgls_landcover, [1] cgls_lwq100_2019_2024 cgls_lwq300_2002_2012 cgls_lwq300_2016_2024 cgls_lwq300_2024_nrt CHIRPS, [1], [2] crop_mask ERA5, [1], [2], [3] esa_worldcereal_activecropland esa_worldcereal_maize_active esa_worldcereal_maize_irrigation esa_worldcereal_temporarycrops esa_worldcereal_wintercereals esa_worldcover_2020 fractional_cover GRAFS io_lulc_v2 JERS SAR landsat 5, [1] landsat 7, [1] landsat 8, [1], [2] sentinel-2 Collection 1 wofs_ls wofs_ls_summary_alltime wofs_ls_summary_annual wsf_2015 wsf_2019 wsf_evolution deafrica_tools.app.widgetconstructors module deafrica_tools.areaofinterest module deafrica_tools.bandindices module deafrica_tools.load_soil_moisture module define_area() (in module deafrica_tools.areaofinterest) dualpol_indices() (in module deafrica_tools.bandindices)

E

EO	ESA external data

F

fire mapping, [1]

forestry

G

GIS

I

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

intertidal, [1]

J

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

JupyterLab

L

landcover Landsat

loading data beginner's guide

M

machine learning image segmentation supervised classification mangroves measurements beginner's guide

module deafrica_tools.app.widgetconstructors deafrica_tools.areaofinterest deafrica_tools.bandindices deafrica_tools.load_soil_moisture monthly, [1]

N

NASA

NDVI NIR

O

ODC

OGC OWS

P

package google parallel processing beginner's guide dask phenology, [1] pixel quality plotting precipitation, [1]

products beginner's guide Python python package dask GeoPandas matplotlib, [1] numpy xarray

R

rainfall, [1], [2]

S

SAR Sentinel soil soil moisture

spatial analysis polygons STAC surface temperature, [1], [2]

T

temperature, [1], [2]

tidal modelling

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