Martin Stefan Brandt
Associate Professor
Geography 2
Øster Voldgade 10
1350 København K
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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
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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
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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
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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
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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
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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
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50 years of woody vegetation changes in the Ferlo (Senegal) assessed by high-resolution imagery and field surveys
Dendoncker, M., Brandt, Martin Stefan, Rasmussen, Kjeld, Taugourdeau, S., Fensholt, Rasmus, Tucker, C. J. & Vincke, C., 1 Dec 2020, In: Regional Environmental Change. 20, 4, 13 p., 137.Research output: Contribution to journal › Journal article › Research › peer-review
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Do agrometeorological data improve optical satellite-based estimations of the herbaceous yield in Sahelian semi-arid ecosystems?
Diouf, A. A., Hiernaux, P., Brandt, Martin Stefan, Faye, G., Djaby, B., Diop, M. B., Ndione, J. A. & Tychon, B., 2016, In: Remote Sensing. 8, 8, 668.Research output: Contribution to journal › Journal article › Research › peer-review
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Fodder Biomass Monitoring in Sahelian Rangelands Using Phenological Metrics from FAPAR Time Series
Diouf, A. A., Brandt, Martin Stefan, Verger, A., El Jarroudi, M., Djaby, B., Fensholt, Rasmus, Ndione, J. A. & Tychon, B., 2015, In: Remote Sensing. 7, 7, p. 9122-9148Research output: Contribution to journal › Journal article › Research › peer-review
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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
ID: 129616635
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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
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535
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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
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526
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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