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.
no code implementations • 14 Nov 2023 • Dimitri Gominski, Ankit Kariryaa, Martin Brandt, Christian Igel, Sizhuo Li, Maurice Mugabowindekwe, Rasmus Fensholt
There is a rising interest in mapping trees using satellite or aerial imagery, but there is no standardized evaluation protocol for comparing and enhancing methods.
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.
1 code implementation • PNAS Nexus 2023 • Sizhuo Li, Martin Brandt, Rasmus Fensholt, Ankit Kariryaa, Christian Igel, Fabian Gieseke, Thomas Nord-Larsen, Stefan Oehmcke, Ask Holm Carlsen, Samuli Junttila, Xiaoye Tong, Alexandre d’Aspremont, Philippe Ciais
Sustainable tree resource management is the key to mitigating climate warming, fostering a green economy, and protecting valuable habitats.