Philippe Ciais

47 papers A* 4C 7Journal 35Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ECHOSAT: Estimating Canopy Height Over Space And Time. CoRR Jan Pauls, Karsten Schrödter, Sven Ligensa, Martin Schwartz, Berkant Turan, Max Zimmer, Sassan Saatchi, Sebastian Pokutta, Philippe Ciais, Fabian Gieseke
2025	J	`jnl`	A global long-term (2002-2022) C-band vegetation optical depth record retrieved after merging AMSR-E, AMSR2 and WindSat. Int. J. Appl. Earth Obs. Geoinformation Dongbo Chen, Lei Fan, Jian Peng, Gabrielle De Lannoy, Jean-Pierre Wigneron, Frédéric Frappart, Shengli Tao, Mengjia Wang, Xiaojun Li, Xiangzhuo Liu, Huan Wang, Qiangqiang Yuan, Xiuzhi Chen, Yao Xiao, Philippe Ciais
2025	J	`jnl`	Achieving Skilled and Reliable Daily Probabilistic Forecasts of Wind Power at Subseasonal-to-Seasonal Timescales over France. CoRR Eloi Lindas, Yannig Goude, Philippe Ciais
2025	A*	`conf`	Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation. ICML Jan Pauls, Max Zimmer, Berkant Turan, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Fabian Gieseke
2025	J	`jnl`	Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation. CoRR Jan Pauls, Max Zimmer, Berkant Turan, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Fabian Gieseke
2025	A*	`conf`	DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications. ICML Ibrahim Fayad, Max Zimmer, Martin Schwartz, Fabian Gieseke, Philippe Ciais, Gabriel Belouze, Sarah Brood, Aurélien de Truchis, Alexandre d'Aspremont
2025	J	`jnl`	DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications. CoRR Ibrahim Fayad, Max Zimmer, Martin Schwartz, Philippe Ciais, Fabian Gieseke, Gabriel Belouze, Sarah Brood, Aurélien de Truchis, Alexandre d'Aspremont
2025	J	`jnl`	FORMSpoT: A Decade of Tree-Level, Country-Scale Forest Monitoring. CoRR Martin Schwartz, Fajwel Fogel, Nikola Besic, Damien Robert, Louis Geist, Jean-Pierre Renaud, Jean-Matthieu Monnet, Clemens Mosig, Cédric Véga, Alexandre d'Aspremont, Loïc Landrieu, Philippe Ciais
2025	J	`jnl`	High Resolution Tree Height Mapping of the Amazon Forest using Planet NICFI Images and LiDAR-Informed U-Net Model. CoRR Fabien Hubert Wagner, Ricardo Dalagnol, Griffin Carter, Mayumi C. M. Hirye, Shivraj Gill, Le Bienfaiteur T. Sagang, Samuel Favrichon, Michael Keller, Jean P. H. B. Ometto, Lorena Alves, Cynthia Creze, Stephanie P. George-Chacón, Shuang Li, Zhihua Liu, Adugna G. Mullissa, Yan Yang, Erone G. Santos, Sarah R. Worden, Martin Brandt, Philippe Ciais, Stephen C. Hagen, Sassan Saatchi
2025	J	`jnl`	How accurately does L band vegetation optical depth predict aboveground biomass? Int. J. Appl. Earth Obs. Geoinformation Yuan Zhang, Philippe Ciais, Jean-Pierre Wigneron, Jérôme Chave, Nan Cong, Xiaojun Li, Yan Yang, Sassan Saatchi
2025	A*	`conf`	Open-Canopy: Towards Very High Resolution Forest Monitoring. CVPR Fajwel Fogel, Yohann Perron, Nikola Besic, Laurent Saint-André, Agnès Pellissier-Tanon, Martin Schwartz, Thomas Boudras, Ibrahim Fayad, Alexandre d'Aspremont, Loïc Landrieu, Philippe Ciais
2025	J	`jnl`	SERA-H: Beyond Native Sentinel Spatial Limits for High-Resolution Canopy Height Mapping. CoRR Thomas Boudras, Martin Schwartz, Rasmus Fensholt, Martin Brandt, Ibrahim Fayad, Jean-Pierre Wigneron, Gabriel Belouze, Fajwel Fogel, Philippe Ciais
2025	J	`jnl`	Towards Accurate Forecasting of Renewable Energy : Building Datasets and Benchmarking Machine Learning Models for Solar and Wind Power in France. CoRR Eloi Lindas, Yannig Goude, Philippe Ciais
2024	J	`jnl`	Assimilating Sentinel-2 data in a modified vegetation photosynthesis and respiration model (VPRM) to improve the simulation of croplands CO2 fluxes in Europe. Int. J. Appl. Earth Obs. Geoinformation Hassan Bazzi, Philippe Ciais, Ezzeddine Abbessi, David Makowski, Diego Santaren, Eric Ceschia, Aurore Brut, Tiphaine Tallec, Nina Buchmann, Regine Maier, Manuel Acosta, Benjamin Loubet, Pauline Buysse, Joël Léonard, Frédéric Bornet, Ibrahim Fayad, Jinghui Lian, Nicolas N. Baghdadi, Ricard Segura Barrero, Christian Brümmer, Marius Schmidt, Bernard Heinesch, Matthias Mauder, Thomas Grünwald
2024	J	`jnl`	Early forecasting of corn yield and price variations using satellite vegetation products. Comput. Electron. Agric. Florian Teste, David Makowski, Hassan Bazzi, Philippe Ciais
2024	A*	`conf`	Estimating Canopy Height at Scale. ICML Jan Pauls, Max Zimmer, Una M. Kelly, Martin Schwartz, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Martin Brandt, Fabian Gieseke
2024	J	`jnl`	Estimating Canopy Height at Scale. CoRR Jan Pauls, Max Zimmer, Una M. Kelly, Martin Schwartz, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Martin Brandt, Fabian Gieseke
2024	J	`jnl`	Forest degradation contributes more to carbon loss than forest cover loss in North American boreal forests. Int. J. Appl. Earth Obs. Geoinformation Ling Yu, Lei Fan, Philippe Ciais, Jingfeng Xiao, Frédéric Frappart, Stephen Sitch, Jingming Chen, Xiangming Xiao, Rasmus Fensholt, Zhongbing Chang, Hongqian Fang, Xiaojun Li, Tiangxiang Cui, Mingguo Ma, Jean-Pierre Wigneron
2024	—	`conf`	Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest Monitoring. ECCV (77) Sizhuo Li, Dimitri Gominski, Martin Brandt, Xiaoye Tong, Philippe Ciais
2024	J	`jnl`	Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest Monitoring. CoRR Sizhuo Li, Dimitri Gominski, Martin Brandt, Xiaoye Tong, Philippe Ciais
2024	J	`jnl`	High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach. Int. J. Appl. Earth Obs. Geoinformation Martin Schwartz, Philippe Ciais, Catherine Ottlé, Aurélien de Truchis, Cédric Véga, Ibrahim Fayad, Martin Brandt, Rasmus Fensholt, Nicolas N. Baghdadi, François Morneau, David Morin, Dominique Guyon, Sylvia Dayau, Jean-Pierre Wigneron
2024	J	`jnl`	Leveraging Satellite Data With Machine and Deep Learning Techniques for Corn Yield and Price Forecasting. IEEE Trans. Geosci. Remote. Sens. Florian Teste, Hugo Gangloff, Mathilde Chen, Philippe Ciais, David Makowski
2024	J	`jnl`	Open-Canopy: A Country-Scale Benchmark for Canopy Height Estimation at Very High Resolution. CoRR Fajwel Fogel, Yohann Perron, Nikola Besic, Laurent Saint-André, Agnès Pellissier-Tanon, Martin Schwartz, Thomas Boudras, Ibrahim Fayad, Alexandre d'Aspremont, Loïc Landrieu, Philippe Ciais
2024	J	`jnl`	Reconstructing Global Daily CO2 Emissions via Machine Learning. CoRR Tao Li, Lixing Wang, Zihan Qiu, Philippe Ciais, Taochun Sun, Matthew W. Jones, Robbie M. Andrew, Glen P. Peters, Piyu Ke, Xiaoting Huang, Robert B. Jackson, Zhu Liu
2023	J	`jnl`	Carbon dynamics of Western North American boreal forests in response to stand-replacing disturbances. Int. J. Appl. Earth Obs. Geoinformation Ling Yu, Lei Fan, Philippe Ciais, Stephen Sitch, Rasmus Fensholt, Xiangming Xiao, Wenping Yuan, Jingming Chen, Yingtong Zhang, Xiaocui Wu, Yuanwei Qin, Mingguo Ma, Zhongbing Chang, Mengjia Wang, Kai Yan, Lisheng Song, Jean-Pierre Wigneron
2023	J	`jnl`	Past decade above-ground biomass change comparisons from four multi-temporal global maps. Int. J. Appl. Earth Obs. Geoinformation Arnan Araza, Martin Herold, Sytze de Bruin, Philippe Ciais, David A. Gibbs, Nancy L. Harris, Maurizio Santoro, Jean-Pierre Wigneron, Hui Yang, Natalia Málaga, Karimon Nesha, Pedro Rodríguez-Veiga, Olga V. Brovkina, Hugh C. A. Brown, Milen Chanev, Zlatomir Dimitrov, Lachezar Filchev, Jonas Fridman, Mariano García, Alexander Gikov, Leen Govaere, Petar Dimitrov, Fardin Moradi, Adriane Esquivel Muelbert, Jan Novotný, Thomas A. M. Pugh, Mart-Jan Schelhaas, Dmitry Schepaschenko, Krzysztof Sterenczak, Lars Hein
2023	J	`jnl`	Sub-Meter Tree Height Mapping of California using Aerial Images and LiDAR-Informed U-Net Model. CoRR Fabien Hubert Wagner, Sophia Roberts, Alison L. Ritz, Griffin Carter, Ricardo Dalagnol, Samuel Favrichon, Mayumi C. M. Hirye, Martin Brandt, Philippe Ciais, Sassan Saatchi
2023	J	`jnl`	The Status and Influencing Factors of Surface Water Dynamics on the Qinghai-Tibet Plateau During 2000-2020. IEEE Trans. Geosci. Remote. Sens. Qinwei Ran, Filipe Aires, Philippe Ciais, Chunjing Qiu, Ronghai Hu, Zheng Fu, Kai Xue, Yanfen Wang
2023	J	`jnl`	Vision Transformers, a new approach for high-resolution and large-scale mapping of canopy heights. CoRR Ibrahim Fayad, Philippe Ciais, Martin Schwartz, Jean-Pierre Wigneron, Nicolas N. Baghdadi, Aurélien de Truchis, Alexandre d'Aspremont, Frédéric Frappart, Sassan Saatchi, Agnès Pellissier-Tanon, Hassan Bazzi
2022	J	`jnl`	High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach. CoRR Martin Schwartz, Philippe Ciais, Catherine Ottlé, Aurélien de Truchis, Cédric Véga, Ibrahim Fayad, Martin Brandt, Rasmus Fensholt, Nicolas N. Baghdadi, François Morneau, David Morin, Dominique Guyon, Sylvia Dayau, Jean-Pierre Wigneron
2022	J	`jnl`	Observed strong atmospheric water constraints on forest photosynthesis using eddy covariance and satellite-based data across the Northern Hemisphere. Int. J. Appl. Earth Obs. Geoinformation Yongxian Su, Xueqin Yang, Pierre Gentine, Fabienne Maignan, Jiali Shang, Philippe Ciais
2021	J	`jnl`	A consistent record of vegetation optical depth retrieved from the AMSR-E and AMSR2 X-band observations. Int. J. Appl. Earth Obs. Geoinformation Mengjia Wang, Jean-Pierre Wigneron, Rui Sun, Lei Fan, Frédéric Frappart, Shengli Tao, Linna Chai, Xiaojun Li, Xiangzhuo Liu, Hongliang Ma, Christophe Moisy, Philippe Ciais
2021	C	`conf`	Alternate Inrae-Bordeaux VOD Indices from SMOS, AMSR2 and ASCAT: Overview of Recent Developments. IGARSS Jean-Pierre Wigneron, Xiaojun Li, Xiangzhuo Liu, Mengjia Wang, Frédéric Frappart, Lei Fan, Amen Al-Yaari, Roberto Fernandez-Moran, Hongliang Ma, Bertrand Ygorra, Zanping Xing, Erwan Le Masson, Christophe Moisy, Hui Yang, Nicolas N. Baghdadi, Philippe Ciais
2021	C	`conf`	First Retrievals of ASCAT IB VOD (Vegetation Optical Depth) at Global Scale. IGARSS Xiangzhuo Liu, Jean-Pierre Wigneron, Frédéric Frappart, Nicolas N. Baghdadi, Mehrez Zribi, Thomas Jagdhuber, Philippe Ciais, Xiaojun Li, Mengjia Wang, Lei Fan, Bertrand Ygorra, Hongliang Ma, Zanpin Xing, Amen Al-Yaari, Roberto Fernandez-Moran, Christophe Moisy
2021	C	`conf`	Global Scale IB AMSR2 Vegetation Optical Depth at X-Band. IGARSS Mengjia Wang, Jean-Pierre Wigneron, Philippe Ciais, Rui Sun, Frédéric Frappart, Lei Fan, Xiaojun Li, Xiangzhuo Liu, Amen Al-Yaari, Roberto Fernandez-Moran, Hongliang Ma, Zanpin Xing, Christophe Moisy
2021	C	`conf`	Seasonal Variability of GPP and Phenology in Remote Sensed Observations and Land Surface Models. IGARSS Jan De Pue, Sebastian Wieneke, José Miguel Barrios, Liyang Liu, Maral Maleki, Philippe Ciais, Alirio Arboleda, Rafiq Hamdi, Ana Bastos, Ivan A. Janssens, Fabienne Maignan, Françoise Gellens-Meulenberghs, Manuela Balzarolo
2020	C	`conf`	Vegetation Optical Depth Retrieval from AMSR-E/AMSR2 Observations Using L-MEB Inversion. IGARSS Mengjia Wang, Jean-Pierre Wigneron, Rui Sun, Philippe Ciais, Martin Brandt, Yi Liu, Frédéric Frappart, Xiaojun Li, Xiangzhuo Liu, Lei Fan, Rasmus Fensholt
2019	J	`jnl`	Spatial Pattern and Environmental Drivers of Acid Phosphatase Activity in Europe. Frontiers Big Data Yan Sun, Daniel S. Goll, Philippe Ciais, Shushi Peng, Olga Margalef, Dolores Asensio, Jordi Sardans, Josep Peñuelas
2018	C	`conf`	SMOS-IC Vegetation Optical Depth Index in Monitoring Aboveground Carbon Changes in the Tropical Continents During 2010-2016. IGARSS Lei Fan, Jean-Pierre Wigneron, Arnaud Mialon, Nemesio J. Rodríguez-Fernández, A. Al-Yaari, Yann Kerr, Martin Brandt, Philippe Ciais
2017	J	`jnl`	Compensatory water effects link yearly global land CO Nat. Martin Jung, Markus Reichstein, Christopher R. Schwalm, Christopher Huntingford, Stephen Sitch, Anders Ahlström, Almut Arneth, Gustau Camps-Valls, Philippe Ciais, Pierre Friedlingstein, Fabian Gans, Kazuhito Ichii, Atul K. Jain, Etsushi Kato, Dario Papale, Ben Poulter, Botond Raduly, Christian Rödenbeck, Gianluca Tramontana, Nicolas Viovy, Ying-Ping Wang, Ulrich Weber, Sönke Zaehle, Ning Zeng
2017	J	`jnl`	MERLIN: A French-German Space Lidar Mission Dedicated to Atmospheric Methane. Remote. Sens. Gerhard Ehret, Philippe Bousquet, Clémence Pierangelo, Matthias Alpers, Bruno Millet, James B. Abshire, Heinrich Bovensmann, John P. Burrows, Frédéric Chevallier, Philippe Ciais, Cyril Crevoisier, Andreas Fix, Pierre H. Flamant, Christian Frankenberg, Fabien Gibert, Birgit Heim, Martin Heimann, Sander Houweling, Hans W. Hubberten, Patrick Jöckel, Kathy S. Law, Alexander Löw, Julia Marshall, Anna Agustì-Parareda, Sébastien Payan, Catherine Prigent, Patrick Rairoux, Torsten Sachs, Marko Scholze, Martin Wirth
2016	J	`jnl`	Major forest changes and land cover transitions based on plant functional types derived from the ESA CCI Land Cover product. Int. J. Appl. Earth Obs. Geoinformation Wei Li, Philippe Ciais, Natasha MacBean, Shushi Peng, Pierre Defourny, Sophie Bontemps
2016	J	`jnl`	Satellite-observed changes in terrestrial vegetation growth trends across the Asia-Pacific region associated with land cover and climate from 1982 to 2011. Int. J. Digit. Earth Baozhang Chen, Guang Xu, Nicholas C. Coops, Philippe Ciais, Ranga B. Myneni
2014	J	`jnl`	1982-2010 Trends of Light Use Efficiency and Inherent Water Use Efficiency in African vegetation: Sensitivity to Climate and Atmospheric CO Remote. Sens. Abdoul Khadre Traore, Philippe Ciais, Nicolas Vuichard, Natasha MacBean, Cécile Dardel, Benjamin Poulter, Shilong Piao, Joshua B. Fisher, Nicolas Viovy, Martin Jung, Ranga B. Myneni
2014	J	`jnl`	Rain-Use-Efficiency: What it Tells us about the Conflicting Sahel Greening and Sahelian Paradox. Remote. Sens. Cécile Dardel, Laurent Kergoat, Pierre Hiernaux, Manuela Grippa, Eric Mougin, Philippe Ciais, Cam-Chi Nguyen
2014	J	`jnl`	Ten years of global burned area products from spaceborne remote sensing - A review: Analysis of user needs and recommendations for future developments. Int. J. Appl. Earth Obs. Geoinformation Florent Mouillot, Martin G. Schultz, Chao Yue, Patricia Cadule, Kevin Tansey, Philippe Ciais, Emilio Chuvieco
2004	C	`conf`	Assimilation of remote sensing data to monitor the terrestrial carbon cycle: The carbon observatory of geoland. IGARSS Jean-Christophe Calvet, Pedro Viterbo, Philippe Ciais, Bart van den Hurk, Eddy Moors, Alexander Kaptein, Marc Leroy, Joaquín Muñoz Sabater