Martin Stefan Brandt

Martin Stefan Brandt

Associate Professor

ORCID: 0000-0001-9531-1239

Publication year:
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1 - 10 out of 96Page size: 10
  1. 2023
  2. 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, F., Nord-Larsen, Thomas, Oehmcke, Stefan, Carlsen, Ask Holm, Junttila, S., Tong, Xiaoye, d’Aspremont, A. & Ciais, P., 9 Mar 2023, In: PNAS Nexus.

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

  3. Published

    Sub-continental-scale carbon stocks of individual trees in African drylands

    Tucker, C., Brandt, Martin Stefan, Hiernaux, P., Kariryaa, Ankit, Rasmussen, Kjeld, Small, J., Igel, Christian, Reiner, Florian, Melocik, K., Meyer, J., Sinno, S., Romero, E., Glennie, E., Fitts, Y., Morin, A., Pinzon, J., McClain, D., Morin, P., Porter, C., Loeffler, S., Kergoat, L., Issoufou, B., Savadogo, P., Wigneron, J., Poulter, B., Ciais, P., Kaufmann, R., Myneni, R., Saatchi, S. & Fensholt, Rasmus, Mar 2023, In: Nature. 615, 7950, p. 80-86 7 p.

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

  4. Published

    Deep learning for mapping water bodies in the Sahel 

    Mathilde, D. F., Kergoat, L., Brandt, Martin Stefan, Fensholt, Rasmus, Kariryaa, Ankit, Kovács, Gyula Mate, Horion, Stéphanie & Grippa, M., 25 Feb 2023

    Research output: Other contribution › Research

  5. 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, 22 Feb 2023.

    Research output: Contribution to conference › Conference abstract for conference › Research

  6. E-pub ahead of print

    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, (E-pub ahead of print) In: Remote Sensing in Ecology and Conservation.

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

  7. Published

    Forest Plan - pilot project on mapping of forest resources

    Nord-Larsen, Thomas, Tsatsakis, Michail, Li, Sizhuo, Avila, Linsey Marie, Brandt, Martin Stefan, Liu, Siyu, Morueta-Holme, Naia, Davison, Charles & 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

  8. Published

    More than one quarter of Africa's tree cover is found outside areas previously classified as forest

    Reiner, Florian, Brandt, Martin Stefan, Tong, Xiaoye, Skole, D., Kariryaa, Ankit, Ciais, P., Davies, A., Hiernaux, P., Chave, J., Mugabowindekwe, Maurice, Igel, Christian, Oehmcke, Stefan, Gieseke, Fabian Cristian, Li, Sizhuo, Liu, Siyu, Saatchi, S., Boucher, P., Singh, J., Taugourdeau, S., Dendoncker, M., Song, X., Mertz, Ole, Tucker, C. J. & Fensholt, Rasmus, 2023, In: Nature Communications. 14, 1, 10 p., 2258.

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

  9. Published

    Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda

    Mugabowindekwe, Maurice, Brandt, Martin Stefan, Chave, J., Reiner, Florian, Skole, D. L., Kariryaa, Ankit, Igel, Christian, Hiernaux, P., Ciais, P., Mertz, Ole, Tong, Xiaoye, Li, Sizhuo, Rwanyiziri, G., Dushimiyimana, T., Ndoli, A., Uwizeyimana, V., Lillesø, Jens-Peter Barnekow, Gieseke, Fabian Cristian, Tucker, C. J., Saatchi, S. & Fensholt, Rasmus, 2023, In: Nature climate change. 13, p. 91-97

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

  10. 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 › peer-review

  11. 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 › peer-review

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ID: 129616635