Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest Monitoring

no code implementations • 1 May 2024 • Sizhuo Li, Dimitri Gominski, Martin Brandt, Xiaoye Tong, Philippe Ciais

Image-level regression is an important task in Earth observation, where visual domain and label shifts are a core challenge hampering generalization.

Earth Observation regression

Mega-cities dominate China's urban greening

no code implementations • 3 Jul 2023 • Xiaoxin Zhang, Martin Brandt, Xiaoye Tong, Xiaowei Tong, Wenmin Zhang, Florian Reiner, Sizhuo Li, Feng Tian, Yuemin Yue, Weiqi Zhou, Bin Chen, Xiangming Xiao, Rasmus Fensholt

Trees play a crucial role in urban environments, offering various ecosystem services that contribute to public health and human well-being.