An unexpectedly large count of trees in the West African Sahara and Sahel M Brandt, CJ Tucker, A Kariryaa, K Rasmussen, C Abel, J Small, J Chave, ... Nature 587 (7832), 78-82, 2020 | 387 | 2020 |
More than one quarter of Africa’s tree cover is found outside areas previously classified as forest F Reiner, M Brandt, X Tong, D Skole, A Kariryaa, P Ciais, A Davies, ... Nature Communications 14 (1), 2258, 2023 | 81 | 2023 |
Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda M Mugabowindekwe, M Brandt, J Chave, F Reiner, DL Skole, A Kariryaa, ... Nature Climate Change 13 (1), 91-97, 2023 | 79 | 2023 |
The overlooked contribution of trees outside forests to tree cover and woody biomass across Europe S Liu, M Brandt, T Nord-Larsen, J Chave, F Reiner, N Lang, X Tong, ... Science Advances 9 (37), eadh4097, 2023 | 56 | 2023 |
Deep learning enables image-based tree counting, crown segmentation, and height prediction at national scale S Li, M Brandt, R Fensholt, A Kariryaa, C Igel, F Gieseke, T Nord-Larsen, ... PNAS nexus 2 (4), pgad076, 2023 | 37 | 2023 |
Global area boom for greenhouse cultivation revealed by satellite mapping X Tong, X Zhang, R Fensholt, PRD Jensen, S Li, MN Larsen, F Reiner, ... Nature Food, 1-11, 2024 | 11 | 2024 |
Deep learning enables image-based tree counting, crown segmentation, and height prediction at national scale. PNAS Nexus 2 S Li, M Brandt, R Fensholt, A Kariryaa, C Igel, F Gieseke, T Nord-Larsen, ... | 9 | 2023 |
Trees on smallholder farms and forest restoration are critical for Rwanda to achieve net zero emissions M Mugabowindekwe, M Brandt, A Mukuralinda, P Ciais, F Reiner, ... Communications Earth & Environment 5 (1), 113, 2024 | 4 | 2024 |
Nation-wide mapping of tree level carbon stocks in Rwanda M Mugabowindekwe, M Brandt, J Chave, F Reiner, D Skole, A Kariryaa, ... | 4 | 2022 |
Digital twinning of all forest and non-forest trees at national level via deep learning S Li, M Brandt, R Fensholt, A Kariryaa, C Igel, F Gieseke, T Nord-Larsen, ... | 4 | 2022 |
Nano-satellites uphold Boserup’s theory of smallholder agricultural intensification X Tong, M Brandt, LV Rasmussen, P Hiernaux, TB Bruun, F Reiner, ... | 3 | 2022 |
Mapping every adult baobab (Adansonia digitata L.) across the Sahel and relationships to rural livelihoods K Huang, M Brandt, P Hiernaux, CJ Tucker, LV Rasmussen, F Reiner, S Li, ... Nature Ecology & Evolution 8 (9), 1632-1640, 2024 | 1 | 2024 |
Benchmarking individual tree mapping with sub-meter imagery D Gominski, A Kariryaa, M Brandt, C Igel, S Li, M Mugabowindekwe, ... arXiv preprint arXiv:2311.07981, 2023 | 1 | 2023 |
Deep learning tree and forest biomass from sub-meter resolution images S Li, M Brandt, X Tong, S Oehmcke, C Igel, F Gieseke, T Nord-Larsen, ... | 1 | 2023 |
Mega-cities dominate China's urban greening X Zhang, M Brandt, X Tong, X Tong, W Zhang, F Reiner, S Li, F Tian, ... arXiv preprint arXiv:2307.00894, 2023 | 1 | 2023 |
High-resolution sensors and deep learning models for tree resource monitoring M Brandt, J Chave, S Li, R Fensholt, P Ciais, JP Wigneron, F Gieseke, ... Nature Reviews Electrical Engineering, 1-14, 2024 | | 2024 |
Large-scale characterization of forest structure and complexity from remote sensing optical images X Xu, X Tong, M Brandt, Y Yue, M Mugabowindekwe, S Li, Q Xu, S Liu, ... | | 2024 |
Taking stock of the global area boom for greenhouse cultivation in the 21st century X Tong, X Zhang, R Fensholt, P Rosendal Dau Jansen, S Li, ... EGU General Assembly Conference Abstracts, 15994, 2024 | | 2024 |
A novel index for forest structure complexity mapping from single multispectral images X Xu, X Tong, M Brandt, Y Yue, M Mugabowindekwe, S Li, R Fensholt EGU24, 2024 | | 2024 |
Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest Monitoring S Li, D Gominski, M Brandt, X Tong, P Ciais European Conference on Computer Vision, 94-111, 2024 | | 2024 |