| High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach M Schwartz, P Ciais, C Ottlé, A De Truchis, C Vega, I Fayad, M Brandt, ... International Journal of Applied Earth Observation and Geoinformation 128 …, 2024 | 16 | 2024 |
| Hy-TeC: a hybrid vision transformer model for high-resolution and large-scale mapping of canopy height I Fayad, P Ciais, M Schwartz, JP Wigneron, N Baghdadi, A de Truchis, ... Remote Sensing of Environment 302, 113945, 2024 | 10 | 2024 |
| 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 … M Schwartz, P Ciais, A De Truchis, J Chave, C Ottlé, C Vega, ... Earth System Science Data 15 (11), 4927-4945, 2023 | 10 | 2023 |
| High resolution data reveal a surge of biomass loss from temperate and Atlantic pine forests, seizing the 2022 fire season distinctiveness in France L Vallet, M Schwartz, P Ciais, D van Wees, A de Truchis, F Mouillot EGUsphere 2023, 1-39, 2023 | 6 | 2023 |
| High-resolution data reveal a surge of biomass loss from temperate and Atlantic pine forests, contextualizing the 2022 fire season distinctiveness in France L Vallet, M Schwartz, P Ciais, D Van Wees, A De Truchis, F Mouillot Biogeosciences 20 (18), 3803-3825, 2023 | 4 | 2023 |
| Vision Transformers, a new approach for high-resolution and large-scale mapping of canopy heights I Fayad, P Ciais, M Schwartz, JP Wigneron, N Baghdadi, A de Truchis, ... arXiv preprint arXiv:2304.11487, 2023 | 3 | 2023 |
| Mapping forest height and biomass at high resolution in France with satellite remote sensing and deep learning M Schwartz Université Paris-Saclay, 2023 | 1 | 2023 |
| High Resolution Tree Height Maps of the Landes Forest (France) based on GEDI, Sentinel-1 and Sentinel-2 data: a Deep Learning Approach M Schwartz, P Ciais, C Ottlé ForestSAT2022, 2022 | 1 | 2022 |
| Bayesian model averaging of AI models for the high resolution mapping of the forest canopy height N Besic, N Picard, C Vega, JP Renaud, M Schwartz, M Planells, P Ciais EGU24, 2024 | | 2024 |
| Combining satellite images with national forest inventory measurements for monitoring post-disturbance forest height growth A Pellissier-Tanon, P Ciais, M Schwartz, I Fayad, Y Xu, F Ritter, ... EGU24, 2024 | | 2024 |
| Des données à haute résolution révèlent une forte perte de biomasse dans les forêts tempérées et de pins atlantiques, ce qui permet de replacer la saison des incendies de 2022 … L Vallet, M Schwartz, P Ciais, D van Wees, A de Truchis, F Mouillot, ... | | 2023 |
| High Resolution Biomass and Height Maps of the Landes Forest (France) based on GEDI, Sentinel-1 and Sentinel-2 data: a Deep Learning Approach M Schwartz, P Ciais, C Ottlé, JP Wigneron, A De Truchis, S Li, M Brandt, ... AGU Fall Meeting Abstracts 2021, B45H-1719, 2021 | | 2021 |
| Which future for the coal unit of the Emile-Huchet power plant? Contextualisation note on the electricity system and biomass conversion S Timsit, J Mosse, M Schwartz | | 2019 |
