Martin Stefan Brandt

Martin Stefan Brandt

Associate Professor

ORCID: 0000-0001-9531-1239

Publication year:
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1 - 25 out of 115Page 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

    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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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, Fensholt, Rasmus, 2024, In: Communications Earth & Environment. 5, 1, 10 p., 113.

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

  11. 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

  12. 2023
  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

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ID: 129616635