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2020 – today
- 2024
[j18]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:
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 127: 103666 (2024)- [j17]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:
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 128: 103711 (2024) - [j16]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:
Forest degradation contributes more to carbon loss than forest cover loss in North American boreal forests. Int. J. Appl. Earth Obs. Geoinformation 128: 103729 (2024) - [j15]Florian Teste, David Makowski, Hassan Bazzi, Philippe Ciais:
Early forecasting of corn yield and price variations using satellite vegetation products. Comput. Electron. Agric. 221: 108962 (2024) - [j14]Florian Teste, Hugo Gangloff, Mathilde Chen, Philippe Ciais, David Makowski:
Leveraging Satellite Data With Machine and Deep Learning Techniques for Corn Yield and Price Forecasting. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [c8]Jan Pauls, Max Zimmer, Una M. Kelly, Martin Schwartz, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Martin Brandt, Fabian Gieseke:
Estimating Canopy Height at Scale. ICML 2024 - [i7]Sizhuo Li, Dimitri Gominski, Martin Brandt, Xiaoye Tong, Philippe Ciais:
Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest Monitoring. CoRR abs/2405.00514 (2024) - [i6]Jan Pauls, Max Zimmer, Una M. Kelly, Martin Schwartz, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Martin Brandt, Fabian Gieseke:
Estimating Canopy Height at Scale. CoRR abs/2406.01076 (2024) - [i5]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:
Open-Canopy: A Country-Scale Benchmark for Canopy Height Estimation at Very High Resolution. CoRR abs/2407.09392 (2024) - [i4]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:
Reconstructing Global Daily CO2 Emissions via Machine Learning. CoRR abs/2407.20057 (2024) - 2023
- [j13]Arnan Araza, Martin Herold, Sytze de Bruin, Philippe Ciais, David A. Gibbs, Nancy 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:
Past decade above-ground biomass change comparisons from four multi-temporal global maps. Int. J. Appl. Earth Obs. Geoinformation 118: 103274 (2023) - [j12]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:
Carbon dynamics of Western North American boreal forests in response to stand-replacing disturbances. Int. J. Appl. Earth Obs. Geoinformation 122: 103410 (2023) - [j11]Qinwei Ran, Filipe Aires, Philippe Ciais, Chunjing Qiu, Ronghai Hu, Zheng Fu, Kai Xue, Yanfen Wang:
The Status and Influencing Factors of Surface Water Dynamics on the Qinghai-Tibet Plateau During 2000-2020. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [i3]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:
Vision Transformers, a new approach for high-resolution and large-scale mapping of canopy heights. CoRR abs/2304.11487 (2023) - [i2]Fabien Hubert Wagner, Sophia Roberts, Alison L. Ritz, Griffin Carter, Ricardo Dalagnol, Samuel Favrichon, Mayumi C. M. Hirye, Martin Brandt, Philippe Ciais, Sassan Saatchi:
Sub-Meter Tree Height Mapping of California using Aerial Images and LiDAR-Informed U-Net Model. CoRR abs/2306.01936 (2023) - 2022
- [j10]Yongxian Su, Xueqin Yang, Pierre Gentine, Fabienne Maignan, Jiali Shang, Philippe Ciais:
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 110: 102808 (2022) - [d1]Dominic Fawcett, Stephen Sitch, Philippe Ciais, Jean-Pierre Wigneron, Celso H. L. Silva-Junior, Viola Heinrich, Christelle Vancutsem, Frédéric Achard, Ana Bastos, Hui Yang, Xiaojun Li, Clément Albergel, Pierre Friedlingstein, Luiz E. O. C. Aragão:
Processed Data for Figures of "Declining Amazon biomass due to deforestation and subsequent degradation losses exceeding gains". Zenodo, 2022
- [i1]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:
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 abs/2212.10265 (2022) - 2021
- [j9]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:
A consistent record of vegetation optical depth retrieved from the AMSR-E and AMSR2 X-band observations. Int. J. Appl. Earth Obs. Geoinformation 105: 102609 (2021) - [c7]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:
Seasonal Variability of GPP and Phenology in Remote Sensed Observations and Land Surface Models. IGARSS 2021: 192-195 - [c6]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:
Global Scale IB AMSR2 Vegetation Optical Depth at X-Band. IGARSS 2021: 6028-6031 - [c5]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:
Alternate Inrae-Bordeaux VOD Indices from SMOS, AMSR2 and ASCAT: Overview of Recent Developments. IGARSS 2021: 6210-6213 - [c4]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:
First Retrievals of ASCAT IB VOD (Vegetation Optical Depth) at Global Scale. IGARSS 2021: 6403-6406 - 2020
- [c3]Mengjia Wang, Jean-Pierre Wigneron, Rui Sun, Philippe Ciais, Martin Brandt, Yi Liu, Frédéric Frappart, Xiaojun Li, Xiangzhuo Liu, Lei Fan, Rasmus Fensholt:
Vegetation Optical Depth Retrieval from AMSR-E/AMSR2 Observations Using L-MEB Inversion. IGARSS 2020: 5003-5006
2010 – 2019
- 2019
- [j8]Yan Sun, Daniel S. Goll, Philippe Ciais, Shushi Peng, Olga Margalef, Dolores Asensio, Jordi Sardans, Josep Peñuelas:
Spatial Pattern and Environmental Drivers of Acid Phosphatase Activity in Europe. Frontiers Big Data 2: 51 (2019) - 2018
- [c2]Lei Fan, Jean-Pierre Wigneron, Arnaud Mialon, Nemesio J. Rodríguez-Fernández, A. Al-Yaari, Yann Kerr, Martin Brandt, Philippe Ciais:
SMOS-IC Vegetation Optical Depth Index in Monitoring Aboveground Carbon Changes in the Tropical Continents During 2010-2016. IGARSS 2018: 2825-2828 - 2017
- [j7]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:
Compensatory water effects link yearly global land CO2 sink changes to temperature. Nat. 541(7638): 516-520 (2017) - [j6]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:
MERLIN: A French-German Space Lidar Mission Dedicated to Atmospheric Methane. Remote. Sens. 9(10): 1052 (2017) - 2016
- [j5]Wei Li, Philippe Ciais, Natasha MacBean, Shushi Peng, Pierre Defourny, Sophie Bontemps:
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 47: 30-39 (2016) - [j4]Baozhang Chen, Guang Xu, Nicholas C. Coops, Philippe Ciais, Ranga B. Myneni:
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 9(11): 1055-1076 (2016) - 2014
- [j3]Florent Mouillot, Martin G. Schultz, Chao Yue, Patricia Cadule, Kevin Tansey, Philippe Ciais, Emilio Chuvieco:
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 26: 64-79 (2014) - [j2]Cécile Dardel, Laurent Kergoat, Pierre Hiernaux, Manuela Grippa, Eric Mougin, Philippe Ciais, Cam-Chi Nguyen:
Rain-Use-Efficiency: What it Tells us about the Conflicting Sahel Greening and Sahelian Paradox. Remote. Sens. 6(4): 3446-3474 (2014) - [j1]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:
1982-2010 Trends of Light Use Efficiency and Inherent Water Use Efficiency in African vegetation: Sensitivity to Climate and Atmospheric CO2 Concentrations. Remote. Sens. 6(9): 8923-8944 (2014)
2000 – 2009
- 2004
- [c1]Jean-Christophe Calvet, Pedro Viterbo, Philippe Ciais, Bart Van den Hurk, Eddy Moors, Alexander Kaptein, Marc Leroy, Joaquín Muñoz Sabater:
Assimilation of remote sensing data to monitor the terrestrial carbon cycle: The carbon observatory of geoland. IGARSS 2004: 4647-4650
Coauthor Index
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