HyBiomass: Global Hyperspectral Imagery Benchmark Dataset for Evaluating Geospatial Foundation Models in Forest Aboveground Biomass Estimation

Comprehensive evaluation of geospatial foundation models (Geo-FMs) requires benchmarking across diverse tasks, sensors, and geographic regions. However, most existing benchmark datasets are limited to segmentation or classification tasks, and focus on specific geographic areas. To address this gap,...

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Veröffentlicht in:	IEEE geoscience and remote sensing letters Jg. 22; S. 1
Hauptverfasser:	Banze, Aaron, Stassin, Timothee, Braham, Nassim Ait Ali, Kuzu, Ridvan Salih, Besnard, Simon, Schmitt, Michael
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.01.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Aboveground Biomass Benchmark testing Benchmarks Biological system modeling Biomass Datasets Ecosystem dynamics EnMAP Estimation Forest biomass Forestry GEDI Geospatial analysis Geospatial Foundation Models Hyperspectral Imagery Hyperspectral imaging Imagery Laser radar Remote Sensing Satellites Vegetation mapping
ISSN:	1545-598X, 1558-0571
Online-Zugang:	Volltext
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