Publication: GSR4B: Biomass Map Super-Resolution with Sentinel-1/2 Guidance
GSR4B: Biomass Map Super-Resolution with Sentinel-1/2 Guidance
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Karaman, K., Jiang, Y., Robert, D., Sainte Fare Garnot, V., Santos, M. J., & Wegner, J. D. (2025). GSR4B: Biomass Map Super-Resolution with Sentinel-1/2 Guidance. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, X-G-2025, 487–494. https://doi.org/10.5194/isprs-annals-x-g-2025-487-2025
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Accurate Above-Ground Biomass (AGB) mapping at both large scale and high spatio-temporal resolution is essential for applications ranging from climate modeling to biodiversity assessment, and sustainable supply chain monitoring. At present, fine-grained AGB mapping relies on costly airborne laser scanning acquisition campaigns usually limited to regional scales. Initiatives such as the ESA CCI map attempt to generate global biomass products from diverse spaceborne sensors but at a coarser resolution. To enable global, high-resolution
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Karaman, K., Jiang, Y., Robert, D., Sainte Fare Garnot, V., Santos, M. J., & Wegner, J. D. (2025). GSR4B: Biomass Map Super-Resolution with Sentinel-1/2 Guidance. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, X-G-2025, 487–494. https://doi.org/10.5194/isprs-annals-x-g-2025-487-2025
