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machine learning methods machine learning geospatial data training data land cover analysis/ habitat change. radiant earth foundation disease mapping automated change detection building footprints derived from satellite imagery population estimation remotely-sensed data analysis modeling agriculture research design evaluation program planning disease surveillance yellow fever viral spillovers poxvirus spatiotemporal risk ecological niche models democratic republic of congo monkeypox lymphatic filariasis open-source remote sensing data and tools podoconiosis neglected tropical disease(s) surveillance geostatistical methods earth observation map clark university land cover mapping commercial space operators radar satellites spatial data labels applications openstreetmap geodiversity data errors smallholder farmers classification fire food systems radiant mlhub big data data science ai land use mapping crowdsourcing land use data quantifying errors uncertain data informal settlements cadastral mapping rastervision land remote sensing policy remote sensing active sensors sar very high resolution satellite providers commercial weather satellite operators commercial visible eo satellites