Martin Stefan Brandt

Martin Stefan Brandt

Associate Professor

ORCID: 0000-0001-9531-1239

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  1. 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

  2. Published

    Climatic and non-climatic vegetation cover changes in the rangelands of Africa

    D'Adamo, F., Ogutu, B., Brandt, Martin Stefan, Schurgers, Guy & Dash, J., Jul 2021, In: Global and Planetary Change. 202, 13 p., 103516.

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

  3. 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

  4. 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

  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

    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

  7. 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

  8. Published

    Reduction of tree cover in West African woodlands and promotion in semi-arid farmlands

    Brandt, Martin Stefan, Rasmussen, Kjeld, Hiernaux, P., Herrmann, S., Tucker, C. J., Tong, Xiaoye, Tian, F., Mertz, Ole, Kergoat, L., Mbow, C., David, J. L., Melocik, K. A., Dendoncker, M., Vincke, C. & Fensholt, Rasmus, 2018, In: Nature Geoscience. 11, 5, p. 328-333 6 p.

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

  9. Local vegetation trends in the sahel of mali and senegal using long time series FAPAR satellite products and field measurement (1982-2010)

    Brandt, Martin Stefan, Verger, A., Diouf, A. A., Baret, F. & Samimi, C., 2014, In: Remote Sensing. 6, 3, p. 2408-2434 27 p.

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

  10. Published

    Human population growth offsets climate-driven increase in woody vegetation in sub-Saharan Africa

    Brandt, Martin Stefan, Rasmussen, Kjeld, Peñuelas, J., Tian, F., Schurgers, Guy, Verger, A., Mertz, Ole, R. B. Palmer, J. & Fensholt, Rasmus, 2017, In: Nature Ecology & Evolution. 1, 6 p., 0081 .

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

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ID: 129616635