Benchmark Problems

8 problems in the platform-comparison suite. Each problem has a ground truth answer and optional gold spec.

ID Title Difficulty Category Gold Spec Runs Pass Rate
harmonic-phenology Harmonic NDVI Phenology (Kansas Cropland, 2020-2023) intermediate phenology no 3 3/3 (100%)
landsat-composite Landsat 8 Annual Median Composite (Yellowstone, 2022) intermediate temporal-analysis no 3 3/3 (100%)
landtrendr-change LandTrendr Forest Disturbance Detection (PNW, 1985-2023) difficult change-detection no 1 1/1 (100%)
morphological-urban Morphological Urban Footprint Extraction (Phoenix) intermediate morphological yes 3 3/3 (100%)
sentinel2-ndvi Sentinel-2 NDVI (Iowa Farmland, Summer 2023) easy index-calculation yes 3 3/3 (100%)
terrain-derivatives Terrain Derivatives from SRTM (Slope/Aspect/Hillshade) easy terrain-analysis yes 3 3/3 (100%)
weighted-overlay Solar Siting Weighted Overlay (Utah) intermediate siting-analysis yes 3 3/3 (100%)
zonal-stats Mean Elevation by County (Colorado) easy zonal-analysis no 3 3/3 (100%)