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 | 41 | 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 | 37 | 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 | 29 | 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 | 8 | 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 | 5 | 2023 |
Estimating canopy height at scale J Pauls, M Zimmer, UM Kelly, M Schwartz, S Saatchi, P Ciais, S Pokutta, ... arXiv preprint arXiv:2406.01076, 2024 | 4 | 2024 |
Open-Canopy: A country-scale benchmark for canopy height estimation at very high resolution F Fogel, Y Perron, N Besic, L Saint-André, A Pellissier-Tanon, M Schwartz, ... arXiv preprint arXiv:2407.09392, 2024 | 3 | 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, ... Frontiers in Remote Sensing 5, 1432577, 2024 | 1 | 2024 |
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 Ottle ForestSAT2022, 2022 | 1 | 2022 |
Remote-sensing-based forest canopy height mapping: some models are useful, but might they provide us with even more insights when combined? N Besic, N Picard, C Vega, JD Bontemps, L Hertzog, JP Renaud, F Fogel, ... Geoscientific Model Development 18 (2), 337-359, 2025 | | 2025 |
Biomass and climate-Save the climate 2024 summer school E Maucort, P Mathis, M Deffrennes, G Moritz, B Daviron, Y Le Roux, ... | | 2024 |
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 |
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 |
Multi-sensor analysis of changing growing season dynamics across northwest North America since 1998 R Nemani, M White, M Schwartz, S Saatchi, R Myneni, M Dettinger, ... AGU Fall Meeting Abstracts 2005, B43B-0265, 2005 | | 2005 |
Update on Plans to Establish a National Phenology Network in the USA J Betancourt, M Schwartz, D Breshears, D Cayan, M Dettinger, D Inouye, ... AGU Fall Meeting Abstracts 2005, B41E-03, 2005 | | 2005 |
Bienvenue dans la collection Hal-ISPA M Schwartz, P Ciais, C Ottlé, A de Truchis, C Vega | | |