86 citations · 100 across the 10 of their papers we have counts for
3 papers · 1 filter
Sentinel-1 SAR Based Weakly Supervised Learning For Tropical Forest Mapping
Adugna Mullissa, Sassan Saatchi
Tropical forests play an important role in regulating the global carbon cycle and are crucial for maintaining the tropical forest biodiversity. Therefore, there is an urgent need t…
Estimating Canopy Height at Scale
Jan Pauls, Max Zimmer, Una M. Kelly +6
We propose a framework for global-scale canopy height estimation based on satellite data. Our model leverages advanced data preprocessing techniques, resorts to a novel loss functi…
Amazon's 2023 Drought: Sentinel-1 Reveals Extreme Rio Negro River Contraction
Fabien H Wagner, Samuel Favrichon, Ricardo Dalagnol +3
The Amazon, the world's largest rainforest, faces a severe historic drought. The Rio Negro River, one of the major Amazon River tributaries, reaches its lowest level in a century i…