Martin Stefan Brandt

Martin Stefan Brandt

Associate Professor

ORCID: 0000-0001-9531-1239

Publication year:
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1 - 25 out of 109Page size: 25
  1. 2024
  2. 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

  3. 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

  4. 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

  5. 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

  6. Published

    Trees on smallholder farms and forest restoration are critical for Rwanda to achieve net zero emissions

    Mugabowindekwe, M., Brandt, M. S., Mukuralinda, A., Ciais, P., Reiner, F., Kariryaa, A., Igel, C., Chave, J., Mertz, O., Hiernaux, P., Tong, X., Rwanyiziri, G., Gominski, D. P. J., Li, S., Liu, S., Gasangwa, I., Hategekimana, Y., Ndoli, A., Nduwamungu, J., Saatchi, S. & 1 others, Fensholt, Rasmus, 2024, In: Communications Earth & Environment. 5, 1, 10 p., 113.

    Research output: Contribution to journal › Journal article › Research › peer-review

  7. 2023
  8. 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. 17-32

    Research output: Contribution to journal › Journal article › Research › peer-review

  9. 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

  10. Published

    Deep learning for mapping water bodies in the Sahel 

    de FLEURY, M., Kergoat, L., Brandt, Martin Stefan, Fensholt, Rasmus, Kariryaa, Ankit, Kovács, Gyula Mate, Horion, Stéphanie & Grippa, M., 2023. 1 p.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  11. 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

  12. Published

    Forest Plan - pilot project on mapping of forest resources

    Nord-Larsen, Thomas, Tsatsakis, M., Li, Sizhuo, Avila, Linsey Marie, Brandt, Martin Stefan, Liu, Siyu, Morueta-Holme, Naia, Davison, Charles W. & Fensholt, Rasmus, 2023, Copenhagen: Department of Geosciences and Natural Resource Management, University of Copenhagen. 128 p. (IGN Report; No. March 2023).

    Research output: Book/Report › Report › Commissioned › peer-review

  13. Published

    Global increase in biomass carbon stock dominated by growth of northern young forests over past decade

    Yang, H., Ciais, P., Frappart, F., Li, X., Brandt, Martin Stefan, Fensholt, Rasmus, Fan, L., Saatchi, S., Besnard, S., Deng, Z., Bowring, S. & Wigneron, J. P., 2023, In: Nature Geoscience. 16, 10, p. 886-892

    Research output: Contribution to journal › Journal article › Research › peer-review

  14. 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, Wen, Y., Yue, S., Zhu, Z., Zhang, Z., Sun, Z., Lin, J., Ma, Z., He, Y., Xu, K., Zhang, C., Lin, H. & Lü, G., 2023, In: Nature Reviews Earth & Environment. 4, p. 568–581

    Research output: Contribution to journal › Journal article › Research › peer-review

  15. 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

  16. 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

  17. Published

    Mapping tree species diversity of temperate forests using multi-temporal Sentinel-1 and -2 imagery

    Xi, Y., Zhang, Wenmin, Brandt, Martin Stefan, Tian, Q. & Fensholt, Rasmus, 2023, In: Science of Remote Sensing. 8, 13 p., 100094.

    Research output: Contribution to journal › Journal article › Research › peer-review

  18. 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, Song, X., Mertz, Ole, Tucker, C. J. & Fensholt, Rasmus, 2023, In: Nature Communications. 14, 10 p., 2258.

    Research output: Contribution to journal › Journal article › Research › peer-review

  19. 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, Fensholt, Rasmus, 2023, In: Nature climate change. 13, p. 91-97

    Research output: Contribution to journal › Journal article › Research › peer-review

  20. Published

    Projected Rainfall-Driven Expansion of Woody Cover in African Drylands

    Zhang, Wenmin, Fensholt, Rasmus & Brandt, Martin Stefan, 2023, In: Geophysical Research Letters. 50, 15, 10 p., e2023GL103932.

    Research output: Contribution to journal › Journal article › Research › peer-review

  21. Published

    Recent decrease of the impact of tropical temperature on the carbon cycle linked to increased precipitation

    Zhang, Wenmin, Schurgers, Guy, Peñuelas, J., Fensholt, Rasmus, Yang, H., Tang, Jing, Tong, Xiaowei, Ciais, P. & Brandt, Martin Stefan, 2023, In: Nature Communications. 14, 1, 9 p., 965.

    Research output: Contribution to journal › Journal article › Research › peer-review

  22. 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

  23. 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

  24. 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. 655-667

    Research output: Contribution to journal › Journal article › Research › peer-review

  25. 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, Wen, J., Chen, X., Yang, H., van Wees, D. & Fensholt, Rasmus, 2023, In: Nature Geoscience. 16, p. 56–62

    Research output: Contribution to journal › Journal article › Research › peer-review

  26. 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, Kergoat, L., Issoufou, B., Savadogo, P., Wigneron, J., Poulter, B., Ciais, P., Kaufmann, R., Myneni, R., Saatchi, S. & Fensholt, Rasmus, 2023, In: Nature. 615, 7950, p. 80-86

    Research output: Contribution to journal › Journal article › Research › peer-review

  27. 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

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ID: 129616635