Remote sensing tools for high-resolution mapping of the intertidal zone
ArcDEA: Digital Earth Australia ArcGIS Pro plugin.
Generates a merged raster mosaic for the entire AMD0 boundary, overcoming DEA sandbox disk and memory limitations.
Open-data geospatial AI for native-vegetation extent, disturbance & rehabilitation-proxy monitoring in Western Australia (DEA Sentinel-2 + WA vectors, PyTorch U-Net, spatial validation, calibrated uncertainty, hectare CIs).
Forecasting next-month vegetation greenness (NDVI) across four Australian biomes from Digital Earth Australia imagery. LightGBM, a ConvLSTM and a GraphCast-style GNN, scored against persistence and climatology baselines on splits in space and time. Interactive demo included.
Open-source workflow for detecting, screening, and validating woody vegetation change across floodplain wetlands using Digital Earth Australia Land Cover, Water Observations, Landsat Surface Reflectance NBART, Wetlands Insight Tool outputs, ANAE wetland boundaries, and river gauge data for hydrological interpretation.
Python package for hydrological-year detection and seasonal/aseasonal analysis from satellite-derived surface-water extent
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