Martin Stefan Brandt
Associate Professor
Geography 2
Øster Voldgade 10
1350 København K
- 2024
- 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
- 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
- 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, , 2024, In: Communications Earth & Environment. 5, 1, 10 p., 113.Research output: Contribution to journal › Journal article › Research › peer-review
- 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
- 2023
- 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. 17-32Research output: Contribution to journal › Journal article › Research › peer-review
- 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
- 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
- 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
- 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
- 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. 886-892Research output: Contribution to journal › Journal article › Research › peer-review
ID: 129616635
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849
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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
Published -
547
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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
Published -
529
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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