Martin Stefan Brandt
Associate Professor
Geography 2
Øster Voldgade 10
1350 København K
- 2024
- Published
Scattered tree death contributes to substantial forest loss in California
Cheng, Yan, Oehmcke, Stefan, Brandt, Martin Stefan, Rosenthal, L., Das, A., Vrieling, A., Saatchi, S., Wagner, F., Mugabowindekwe, Maurice, Verbruggen, Wim, Beier, Claus & Horion, Stéphanie, 2024, In: Nature Communications. 15, 1, p. 1-13 641.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
The preservation of old forests in southwest China is closely linked to the presence of ethnic minorities
Li, Q., Yue, Y., Brandt, Martin Stefan, Chen, Z., Tong, X., Liu, Siyu, Yang, F., Xiao, X. & Wang, K., 2024, In: Applied Geography. 165, 9 p., 103245.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Changes in vegetation-water response in the Sahel-Sudan during recent decades
Lu, Tingting, Zhang, Wenmin, Abel, Christin, Horion, Stéphanie, Brandt, Martin Stefan, Huang, Ke & Fensholt, Rasmus, 2024, In: Journal of Hydrology: Regional Studies. 52, 10 p., 101672.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Trees on smallholder farms and forest restoration are critical for Rwanda to achieve net zero emissions
Mugabowindekwe, M., Brandt, M., Mukuralinda, A., Ciais, P., Reiner, F., Kariryaa, A., Igel, C., Chave, J., Mertz, O., Hiernaux, P., Tong, X., Rwanyiziri, G., Gominski, D., Li, S., Liu, S., Gasangwa, I., Hategekimana, Y., Ndoli, A., Nduwamungu, J., Saatchi, S. & 1 others, , 2024, In: Communications Earth & Environment. 5, 1, 10 p., 113.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach
Schwartz, M., Ciais, P., Ottlé, C., De Truchis, A., Vega, C., Fayad, I., Brandt, Martin Stefan, Fensholt, Rasmus, Baghdadi, N., Morneau, F., Morin, D., Guyon, D., Dayau, S. & Wigneron, J. P., 2024, In: International Journal of Applied Earth Observation and Geoinformation. 128, 18 p., 103711.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Sub-meter tree height mapping of California using aerial images and LiDAR-informed U-Net model
Wagner, F. H., Roberts, S., Ritz, A. L., Carter, G., Dalagnol, R., Favrichon, S., Hirye, M. C. M., Brandt, Martin Stefan, Ciais, P. & Saatchi, S., 2024, In: Remote Sensing of Environment. 305, 13 p., 114099.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Satellite observed aboveground carbon dynamics in Africa during 2003–2021
Wang, M., Ciais, P., Fensholt, Rasmus, Brandt, Martin Stefan, Tao, S., Li, W., Fan, L., Frappart, F., Sun, R., Li, X., Liu, X., Wang, H., Cui, T., Xing, Z., Zhao, Z. & Wigneron, J. P., 2024, In: Remote Sensing of Environment. 301, 19 p., 113927.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Urban Core Greening Balances Browning in Urban Expansion Areas in China during Recent Decades
Zhang, Xiaoxin, Brandt, Martin Stefan, Tong, Xiaoye, Tong, Xiaowei, Zhang, Wenmin & Fensholt, Rasmus, 2024, In: Journal of Remote Sensing (United States). 4, 10 p., 0112.Research output: Contribution to journal › Review › Research › peer-review
- Published
Central African biomass carbon losses and gains during 2010–2019
Zhao, Z., Ciais, P., Wigneron, J. P., Santoro, M., Brandt, Martin Stefan, Kleinschroth, F., Lewis, S. L., Chave, J., Fensholt, Rasmus, Laporte, N., Sonwa, D. J., Saatchi, S. S., Fan, L., Yang, H., Li, X., Wang, M., Zhu, L., Xu, Y., He, J. & Li, W., 2024, In: One Earth. 7, 3, p. 506-519 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Even low levels of tree cover improve dietary quality in West Africa
den Braber, B., Hall, C., Brandt, Martin Stefan, Reiner, Florian, Mugabowindekwe, Maurice & Rasmussen, Laura Vang, 1 Feb 2024, In: PNAS Nexus. 3, 2, pgae067.Research output: Contribution to journal › Journal article › Research › peer-review
- 2023
- Published
Rural outmigration generates a carbon sink in South China karst
Chang, J., Yue, Y., Tong, Xiaowei, Brandt, Martin Stefan, Zhang, C., Zhang, Xuemei, Qi, X. & Wang, K., 2023, In: Progress in Physical Geography. 47, 5, p. 655-667Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Iterative integration of deep learning in hybrid Earth surface system modelling
Chen, M., Qian, Z., Boers, N., Jakeman, A. J., Kettner, A. J., Brandt, M., Kwan, M. P., Batty, M., Li, W., Zhu, R., Luo, W., Ames, D. P., Barton, C. M., Cuddy, S. M., Koirala, S., Zhang, F., Ratti, C., Liu, J., Zhong, T., Liu, J. & 12 others, , 2023, In: Nature Reviews Earth & Environment. 4, p. 568–581Research output: Contribution to journal › Journal article › Research › peer-review
- Published
MAPPING TREE MORTALITY IN CALIFORNIA FROM VERY HIGH RESOLUTION IMAGERY USING DEEP LEARNING
Cheng, Yan, Oehmcke, Stefan, Brandt, Martin Stefan, Das, A., Rosenthal, L., Saatchi, S., Wagner, F., Vrieling, A., Verbruggen, Wim, Beier, Claus & Horion, Stéphanie, 2023.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
- Published
Mapping and characterising tree mortality in California at individual tree level using deep learning
Cheng, Yan, Oehmcke, Stefan, Brandt, Martin Stefan, Das, A., Rosenthal, L., Saatchi, S., Wagner, F., Verbruggen, Wim, Vrieling, A., Beier, Claus & Horion, Stéphanie, 2023. 1 p.Research output: Contribution to conference › Conference abstract for conference › Research
- Published
Mapping tropical forest degradation with deep learning and Planet NICFI data
Dalagnol, R., Wagner, F. H., Galvão, L. S., Braga, D., Osborn, F., Sagang, L. B., da Conceição Bispo, P., Payne, M., Silva Junior, C., Favrichon, S., Silgueiro, V., Anderson, L. O., Aragão, L. E. O. E. C. D., Fensholt, Rasmus, Brandt, Martin Stefan, Ciais, P. & Saatchi, S., 2023, In: Remote Sensing of Environment. 298, 18 p., 113798.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Reliability of using vegetation optical depth for estimating decadal and interannual carbon dynamics
Dou, Y., Tian, F., Wigneron, J. P., Tagesson, Håkan Torbern, Du, J., Brandt, Martin Stefan, Liu, Y., Zou, L., Kimball, J. S. & Fensholt, Rasmus, 2023, In: Remote Sensing of Environment. 285, 14 p., 113390.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Siberian carbon sink reduced by forest disturbances
Fan, L., Wigneron, J. P., Ciais, P., Chave, J., Brandt, M., Sitch, S., Yue, C., Bastos, A., Li, X., Qin, Y., Yuan, W., Schepaschenko, D., Mukhortova, L., Li, X., Liu, X., Wang, M., Frappart, F., Xiao, X., Chen, J., Ma, M. & 5 others, , 2023, In: Nature Geoscience. 16, p. 56–62Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Beyond tree cover: Characterizing southern China's forests using deep learning
Li, Q., Yue, Y., Liu, Siyu, Brandt, Martin Stefan, Chen, Z., Tong, Xiaowei, Wang, K., Chang, J. & Fensholt, Rasmus, 2023, In: Remote Sensing in Ecology and Conservation. 9, 1, p. 17-32Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Deep learning enables image-based tree counting, crown segmentation and height prediction at national scale
Li, Sizhuo, Brandt, Martin Stefan, Fensholt, Rasmus, Kariryaa, Ankit, Igel, Christian, Gieseke, Fabian Cristian, Nord-Larsen, Thomas, Oehmcke, Stefan, Carlsen, Ask Holm, Junttila, S., Tong, Xiaoye, d’Aspremont, A. & Ciais, P., 2023, In: PNAS Nexus. 2, 4, 16 p., pgad076.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
The overlooked contribution of trees outside forests to tree cover and woody biomass across Europe
Liu, Siyu, Brandt, Martin Stefan, Nord-Larsen, Thomas, Chave, J., Reiner, Florian, Lang, Nico, Tong, Xiaoye, Ciais, P., Igel, Christian, Pascual, A., Guerra-hernandez, J., Li, Sizhuo, Mugabowindekwe, Maurice, Saatchi, S., Yue, Y., Chen, Z. & Fensholt, Rasmus, 2023, In: Science Advances. 9, 37, 15 p., eadh4097.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda
Mugabowindekwe, M., Brandt, M., Chave, J., Reiner, F., Skole, D. L., Kariryaa, A., Igel, C., Hiernaux, P., Ciais, P., Mertz, O., Tong, X., Li, S., Rwanyiziri, G., Dushimiyimana, T., Ndoli, A., Uwizeyimana, V., Lillesø, J-P. B., Gieseke, F., Tucker, C. J., Saatchi, S. & 1 others, , 2023, In: Nature climate change. 13, p. 91-97Research output: Contribution to journal › Journal article › Research › peer-review
- Published
More than one quarter of Africa's tree cover is found outside areas previously classified as forest
Reiner, F., Brandt, M., Tong, X., Skole, D., Kariryaa, A., Ciais, P., Davies, A., Hiernaux, P., Chave, J., Mugabowindekwe, M., Igel, C., Oehmcke, S., Gieseke, F., Li, S., Liu, S., Saatchi, S., Boucher, P., Singh, J., Taugourdeau, S., Dendoncker, M. & 4 others, , 2023, In: Nature Communications. 14, 10 p., 2258.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
FORMS: Forest Multiple Source height, wood volume, and biomass maps in France at 10 to 30 m resolution based on Sentinel-1, Sentinel-2, and Global Ecosystem Dynamics Investigation (GEDI) data with a deep learning approach
Schwartz, M., Ciais, P., De Truchis, A., Chave, J., Ottlé, C., Vega, C., Wigneron, J., Nicolas, M., Jouaber, S., Liu, Siyu, Brandt, Martin Stefan & Fayad, I., 2023, In: Earth System Science Data. 15, 11, p. 4927-4945 19 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Reforestation policies around 2000 in southern China led to forest densification and expansion in the 2010s
Tong, Xiaowei, Brandt, Martin Stefan, Yue, Y., Zhang, Xiaoxin, Fensholt, Rasmus, Ciais, P., Wang, K., Liu, Siyu, Zhang, Wenmin, Mao, C. & Jepsen, Martin Rudbeck, 2023, In: Communications Earth and Environment. 4, 8 p., 260.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Sub-continental-scale carbon stocks of individual trees in African drylands
Tucker, C., Brandt, M., Hiernaux, P., Kariryaa, A., Rasmussen, K., Small, J., Igel, C., Reiner, F., Melocik, K., Meyer, J., Sinno, S., Romero, E., Glennie, E., Fitts, Y., Morin, A., Pinzon, J., McClain, D., Morin, P., Porter, C., Loeffler, S. & 10 others, , 2023, In: Nature. 615, 7950, p. 80-86Research output: Contribution to journal › Journal article › Research › peer-review
ID: 129616635
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825
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Quantifying the effectiveness of ecological restoration projects on long-term vegetation dynamics in the karst regions of Southwest China
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
532
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Revisiting the coupling between NDVI trends and cropland changes in the Sahel drylands: a case study in western Niger
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
524
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Mapping gains and losses in woody vegetation across global tropical drylands
Research output: Contribution to journal › Journal article › Research › peer-review
Published