Patricia de Rosnay is Principal Scientist with the European Centre for Medium-Range Weather Forecasts (ECMWF) where she is leading the Coupled Assimilation Team in the Earth System Assimilation Section. Her Team is in charge of the development of coupled Earth system assimilation, land surface assimilation and ocean assimilation in the ECMWF NWP systems.
Patricia de Rosnay implemented a new soil moisture analysis scheme based on a point-wise Extended-Kalman Filter (EKF) for the global land surface in the ECMWF Integrated Forecasting System in November 2010. As part of the EKF implementation strategy a new surface analysis structure was implemented in 2009 to separate completely the upper air analysis and the surface analysis. The new EKF surface analysis opens the possibility of investigating the use of active (ASCAT) and passive (SMOS) microwave satellite data for soil moisture analysis in Numerical Weather Prediction.
Concerning snow, she has conducted major research projects in the past few years to improve the quality of the snow analysis, to ensure a better use of the satellite snow cover information (use of the IMS NESDIS snow cover information ) and to improve the SYNOP data quality control. She implemented an Optimal Snow analysis (OI) in operations in November 2010 and further revision of the snow analysis, with improved assimilation of IMS snow cover data, including separate error specification that was implemented in IFS cycle 40r1 in November 2013. Land surface observation monitoring and improved land surface blacklisting system were part of these developments.
Patricia de Rosnay is coordinating the SMOS and H-SAF projects at ECMWF. She is also the coordinator of the CERISE Horizon Europe project (2023-2026).
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Patricia received her Ph.D degree in climate modelling from the University Pierre et Marie Curie (Paris 6, France) in 1999. She developed the physically-based multi-layer hydrology, the sub-grid scale representation of vegetation and soil texture and the irrigation parameterisation in the ORCHIDEE land surface model at the Laboratoire de Météorologie Dynamique (LMD/IPSL, Paris, France).
From 1999 to 2002, she worked on global land surface modelling developments and she developed the irrigation parameterisation in the ORCHIDEE land surface model at the Laboratoire de Météorologie Dynamique (LMD/IPSL, Paris, France).
From 2002 to 2007 she worked as research scientist (Chargé de Recherche) for the French CNRS (Centre National de la Recherche Scientifique) at CESBIO (Toulouse). She was inloved in soil moisture and passive microwave radiometry observation field experiments (SMOSREX, AMMA, Nafe2005), in the Soil Moisture and Ocean Salinity (SMOS) satellite mission preparation, and in coordinated land surface modelling experiments (ALMIP).
Since 2007 Patricia has been working at ECMWF in secondment from her CNRS position.
She developed the current version of the Community Microwave Emission Modelling Platform (CMEM) which is used for SMOS monitoring and data assimilation.
Since 2008 she has been in charge of the ECMWF LDAS used to initialize the land surface prognostic variable for NWP. Her activities include developments related to: screen level data assimilation and interface to observations, snow data assimilation and monitoring, ASCAT and SMOS data assimilation, and methodological developments of land surface analysis (OI, SEKF, EDA-EKF).
Since 2016, Patricia de Rosnay has been the Coupled Assimilation Team Leader. Her activities are focused on developments of coupled Earth System data assimilation across the ECMWF systems, including reanalysis, and medium and extended range NWP systems (monthly and seasonal forecasts).
- Member of the Scientific Steering Committee(SSC) of the Center for Earth System Modeling and Prediction (CEMC) of CMA (since 2022)
- Member of the Norwegian NERSC (Nansen Environmental and Remote Sensing Center) council (since 2022)
- Chair of the European Meteorological Society (EMS) awarding committee (chair since 2022, member since 2018)
- Member of the EMS Strategy Monitoring Group (since 2023)
- Member of GODEX-NWP (Global Observation Data Exchange for NWP) (2020-2022)
- Member of the Copernicus Imaging Microwave Radiometer (CIMR) Mission Advisory Group (since 2020)
- Editor of The Cryosphere (2022-2024)
- Associate Editor for Quarterly Journal of the Royal Meteorological Society (since 2020)
- Member of WMO SG-CRYO (2020-2022)
- Member of the WMO JET-EOSDE (since 2020)
- Member of the Global Cryosphere Watch Steering Group (2019-2021) and Advisory Group (since 2022)
- Member of the Snow CCI+ Climate Research Group Phase 1 (2018-2021) and Phase 2 (2022-2024)
- Member of Snow Watch group of Global Cryosphere Watch (Member since 2015, vice -chair since 2018)
- Member of the commission scientifique sectorielle n°1 (CSS1) on "Sciences physiques et chimiques de l’environnement planétaire" for the French IRD (Institut de Recherche pour le Développement) (2016-2020)
- Vice-chair of COST action ES1404 A European network for a harmonised monitoring of snow for the benefit of climate change scenarios, hydrology and numerical weather prediction (2014-2018)
- Member of NASA SMAP Early Adopters Team (since 2011)
- Member of SMOS Quality Working Group (since 2010)
- Member of surface expert team of the SRNWP (Short Range Numerical Weather Prediction) (since 2009)
- Member of Global Land/Atmosphere System Study (GLASS) panel (2009-2017)
- Member of Satellite Application Facility (SAF) on support to operational hydrology (H-SAF)Project Team (since 2008)
- 2024
- Peter Weston, Patricia de Rosnay, David Fairbairn (March 2024) Adaptive soil moisture bias correction in the ECMWF land data assimilation system. DOI: 10.5194/egusphere-egu24-1769
- Christoph Herbert, Patricia de Rosnay, Peter Weston, David Fairbairn (August 2024) Towards unified land data assimilation at ECMWF: Soil and snow temperature analysis in the Simplified Extended Kalman Filter. DOI: 10.5194/ems2024-525
- Christoph Herbert, Peter Weston, Patricia de Rosnay, David Fairbairn, Ewan Pinnington (August 2024) Exploring outer-loop land-atmosphere coupling. DOI: 10.5194/ems2024-530
- Eric de Boisseson, Hao Zuo, Marcin Chrust, Philip Browne, Magdalena Balmaseda, Patricia de Rosnay (March 2024) ECMWF 6th generation ocean and sea-ice reanalysis system (ORAS6). DOI: 10.5194/egusphere-egu24-10659
- Margarita Choulga, Gianpaolo Balsamo, Souhail Boussetta, Tom Kimpson, Ekaterina Kurzeneva, Elena Shevnina, Patricia de Rosnay (March 2024) Varying lake surface cover for reanalysis application. DOI: 10.5194/egusphere-egu24-12466
- Gab Abramowitz, Anna Ukkola, Sanaa Hobeichi, Jon Cranko Page, Mathew Lipson, Martin G. De Kauwe, Samuel Green, Claire Brenner, Jonathan M. Frame, Grey Nearing, Martyn Clark, Martin Best, Peter Anthoni, Gabriele Arduini, Souhail Boussetta, Silvia Caldararu, Kyeungwoo Cho, Matthias Cuntz, David Fairbairn, Craig Ferguson, HYUNGJUN KIM, Yeonjoo Kim, Jürgen Knauer, David Lawrence, Xiangzhong Luo, Sergey Malyshev, Tomoko Nitta, Jerome Ogee, Keith Oleson, OTTLE C. , Phillipe Peylin, Patricia de Rosnay, Heather Rumbold, Bob Su, Nicolas Vuichard, Anthony P Walker, Xiaoni Wang-Faivre, Yunfei Wang, yijian zeng (January 2024) On the predictability of turbulent fluxes from land: PLUMBER2 MIP experimental description and preliminary results. DOI: 10.5194/egusphere-2023-3084
- David Fairbairn, Patricia de Rosnay, Peter Weston (January 2024) Evaluation of an Adaptive Soil Moisture Bias Correction Approach in the ECMWF Land Data Assimilation System, Remote Sensing. DOI: 10.3390/rs16030493
- Peter Weston, Patricia de Rosnay, Christoph Herbert, Ewan Pinnington (March 2024) Enhanced coupled land-atmosphere data assimilation for reanalysis. DOI: 10.5194/egusphere-egu24-18054
- Christoph Herbert, Patricia de Rosnay, Peter Weston, David Fairbairn (July 2024) Towards unified land data assimilation at ECMWF: Soil and snow temperature analysis in the SEKF, Quarterly Journal of the Royal Meteorological Society. DOI: 10.1002/qj.4808
- (July 2024) ECMWF’s next ensemble reanalysis system for ocean and sea ice: ORAS6, ECMWF Newsletter n. 180, pp. 30-36. DOI: 10.21957/hzd5y821lk
- Patricia de Rosnay, Filipe Aires, Jelena Bojarova, Anca Brookshaw, Jean-Christophe Calvet, Carla Cardinali, Christoph Herbert, Hans Hersbach, Jeff Knight, Núria Pérez-Zanón, Harald Schyberg, Tim Stockdale, Isabel Trigo, Frédéric Vitart, Peter Weston (August 2024) Coupled land-atmosphere data assimilation developments in support of the next generation of Earth system reanalyses and seasonal prediction systems: The CopERnIcus Climate Change Service Evolution (CERISE) project. DOI: 10.5194/ems2024-573
- 2023
- (February 2023) Quarter 3 2022: Operations Service Report (Oct-22), ESA Contract Report. DOI: 10.21957/1557b16019
- Patricia de Rosnay, Phil browne, Eric de Boisséson, David Fairbairn, Sébastien Garrigues, Christoph Herbert, Kenta Ochi, Dinand Schepers, Pete Weston, Hao Zuo (May 2023) Coupled data assimilation for numerical weather prediction at ECMWF. DOI: 10.5194/egusphere-egu23-16806
- Eric de Boisseson, Hao Zuo, Philip Browne, Marcin Chrust, Magdalena Balmaseda, Patricia de Rosnay, Beena Balan Sarojini (May 2023) Preliminary evaluation of the ECMWF 6th generation ocean and sea-ice reanalysis system (ORAS6). DOI: 10.5194/egusphere-egu23-4961
- Zanpin Xing, Xiaojun Li, Lei Fan, Andreas Colliander, Frédéric Frappart, Patricia de Rosnay, Roberto Fernandez-Moran, Xiangzhuo Liu, Huan Wang, Lin Zhao, Jean-Pierre Wigneron (October 2023) Assessment of 9 km SMAP soil moisture: Evidence of narrowing the gap between satellite retrievals and model-based reanalysis, Remote Sensing of Environment. DOI: 10.1016/j.rse.2023.113721
- yongkang xue, Ismaila Diallo, Aaron A. Boone, Yang Zhang, Xubin Zeng, William K. M. Lau, J. David Neelin, Tandong Yao, Qi Tang, Tomonori Sato, Myung-Seo Koo, Frederic Vitart, Constantin Ardilouze, Subodh K. Saha, Stefano Materia, Zhaohui Lin, Yuhei Takaya, Jing Yang, Tetsu Nakamura, Xin Qi, Yi Qin, Paulo Nobre, Retish Senan, Hailan Wang, Hongliang Zhang, Mei Zhao, Hara Prasad Nayak, Yan Pan, Xiaoduo Pan, Jinming Feng, Chunxiang Shi, Shaocheng Xie, Michael A. Brunke, Qing Bao, Marcus Jorge Bottino, Tianyi Fan, Songyou Hong, Yanluan Lin, Daniele Peano, Yanling Zhan, Carlos R. Mechoso, Xuejuan Ren, Gianpaolo Balsamo, Sin Chan Chou, Patricia de Rosnay, Peter J. van Oevelen, Daniel Klocke, Michael Ek, Xin Li, Weidong Guo, Yuejian Zhu (August 2023) Remote effects of Tibetan Plateau spring land temperature on global subseasonal to seasonal precipitation prediction and comparison with effects of sea surface temperature: the GEWEX/LS4P Phase I experiment, Climate Dynamics. DOI: 10.1007/s00382-023-06905-5
- 2022
- Peter Weston, Patricia de Rosnay (May 2022) Q3 2021: Operations Service Report, Contract Report for ESA SMOS ESL contract 4000130567/20/I-BG. DOI: 10.21957/5j2zpdm6v
- Peter Weston, Patricia de Rosnay (May 2022) Q4 2021: Operations Service Report, Contract Report for ESA SMOS ESL contract 4000130567/20/I-BG. DOI: 10.21957/cbh822cej
- Peter Weston, Patricia de Rosnay (May 2022) Q1 2022: Operations Service Report, Contract Report for ESA SMOS ESL contract 4000130567/20/I-BG. DOI: 10.21957/hbtm1mmc4
- Peter Weston, Patricia de Rosnay (May 2022) Annual SMOS brightness temperature monitoring report 2020/21, Contract Report for ESA SMOS ESL contract 4000130567/20/I-BG. DOI: 10.21957/lc3zcuvgn
- Wei Li, Jie Chen, Lu Li, Yvan J. Orsolini, Yiheng Xiang, Retish Senan, Patricia de Rosnay (May 2022) Impacts of snow assimilation on seasonal snow and meteorological forecasts for the Tibetan Plateau. DOI: 10.5194/tc-2022-87
- Wei Li, Jie Chen, Lu Li, Yvan J. Orsolini, Yiheng Xiang, Retish Senan, Patricia de Rosnay (May 2022) Supplementary material to "Impacts of snow assimilation on seasonal snow and meteorological forecasts for the Tibetan Plateau". DOI: 10.5194/tc-2022-87-supplement
- Wei Li, Jie Chen, Lu Li, Yvan J. Orsolini, Yiheng Xiang, Retish Senan, Patricia de Rosnay (December 2022) Impacts of snow assimilation on seasonal snow and meteorological forecasts for the Tibetan Plateau, The Cryosphere. DOI: 10.5194/tc-16-4985-2022
- Patricia de Rosnay, Philip Browne, Eric de Boisséson, David Fairbairn, Yoichi Hirahara, Kenta Ochi, Dinand Schepers, Peter Weston, Hao Zuo, Magdalena Alonso‐Balmaseda, Gianpaolo Balsamo, Massimo Bonavita, Niels Borman, Andy Brown, Marcin Chrust, Mohamed Dahoui, Giovanna Chiara, Stephen English, Alan Geer, Sean Healy, Hans Hersbach, Patrick Laloyaux, Linus Magnusson, Sébastien Massart, Anthony McNally, Florian Pappenberger, Florence Rabier (July 2022) Coupled data assimilation at ECMWF: current status, challenges and future developments, Quarterly Journal of the Royal Meteorological Society. DOI: 10.1002/qj.4330
- Christel Prudhomme, Gabriele Arduini, Gianpalo Balsamo, Andy Brown, Souhail Boussetta, Hannah Cloke, patricia de Rosnay, Shaun Harrigan, Cinzia Mazzetti, Florian Pappenberger, Irina Sandu, Ervin zsoter (June 2022) EC-Land Hydro: the benefits of integrating hydrology in earth system modelling. DOI: 10.5194/ems2022-692
- Filipe Aires, Peter Weston, Patricia De Rosnay, David Fairbairn (March 2022) Statistical approaches to assimilate soil moisture information: Methodology, first assessment and future plans. DOI: 10.5194/egusphere-egu22-8349
- Sujay Kumar, Jana Kolassa, Rolf Reichle, Wade Crow, Gabrielle de Lannoy, Patricia de Rosnay, Natasha MacBean, Manuela Girotto, Andy Fox, Tristan Quaife, Clara Draper, Barton Forman, Gianpaolo Balsamo, Susan Steele‐Dunne, Clement Albergel, Bertrand Bonan, Jean‐Christophe Calvet, Jianzhi Dong, Hannah Liddy, Benjamin Ruston (November 2022) An Agenda for Land Data Assimilation Priorities: Realizing the Promise of Terrestrial Water, Energy, and Vegetation Observations From Space, Journal of Advances in Modeling Earth Systems. DOI: 10.1029/2022MS003259
- 2021
- Linus Magnusson, Sharanya Majumdar, Rebecca Emerton, David Richardson, Magdalena A. Balmaseda, Calum Baugh, Peter Bechtold, Jean Bidlot, Antonino Bonanni, Massimo Bonavita, Niels Bormann, Andy Brown, Philip Browne, Hilda Carr, Mohamed Dahoui, Giovanna De Chiara, Michail Diamantakis, David I. Duncan, Stephen English, Richard Forbes, Alan Geer, Thomas Haiden, Sean Healy, Timothy Hewson, Bruce Ingleby, Martin Janousek, Christian Kühnlein, Simon Lang, Sarah-Jane Lock, Tony McNally, Kristian S. Mogensen, Florian Pappenberger, Inna Polichtchouk, Fernando Prates, Christel Prudhomme, Florence Rabier, Patricia de Rosnay, Tiago Quintino, Michael Rennie (October 2021) Tropical cyclone activities at ECMWF, ECMWF Technical Memoranda n. 888. DOI: 10.21957/zzxzzygwv
- Beena Balan-Sarojini, Steffen Tietsche, Michael Mayer, Magdalena Balmaseda, Hao Zuo, Patricia de Rosnay, Tim Stockdale, Frederic Vitart (January 2021) Year-round impact of winter sea ice thickness observations on seasonal forecasts, The Cryosphere. DOI: 10.5194/tc-15-325-2021
- Filipe Aires, Peter Weston, Patricia de Rosnay, David Fairbairn (April 2021) Statistical approaches to assimilate ASCAT soil moisture information—I. Methodologies and first assessment, Quarterly Journal of the Royal Meteorological Society. DOI: 10.1002/qj.3997
- Peter Weston, Patricia de Rosnay (October 2021) SMOS Brightness Temperature Monitoring Quality Control Review and Enhancements, Remote Sensing n. 20, pp. 4081. DOI: 10.3390/rs13204081
- David Fairbairn, Patricia de Rosnay, Peter Weston (March 2021) Exploring trends for the H SAF ASCAT root-zone soil moisture data records. DOI: 10.5194/egusphere-egu21-1379
- Peter Weston, Patricia de Rosnay (January 2021) Quarter 4 2020: Operations Service Report, ESA Contract Report. DOI: 10.21957/ak85dkm53
- Peter Weston, Patricia de Rosnay (January 2021) Annual SMOS brightness temperature monitoring report, ESA Contract Report. DOI: 10.21957/kbzamln6f
- Adrian Simmons, Hans Hersbach, Joaquin Munoz-Sabater, Julien Nicolas, Freja Vamborg, Paul Berrisford, Patricia de Rosnay, Kate Willett, Jack Woollen (February 2021) Low frequency variability and trends in surface air temperature and humidity from ERA5 and other datasets, ECMWF Technical Memoranda n. 881. DOI: 10.21957/ly5vbtbfd
- Hao Zuo, Magdalena Alonso Balmaseda, Eric de Boisseson, Steffen Tietsche, Michael Mayer, Patricia de Rosnay (March 2021) The ORAP6 ocean and sea-ice reanalysis: description and evaluation. DOI: 10.5194/egusphere-egu21-9997
- Eric de Boisseson, Hao Zuo, Ervin Zsoter, Shaun Harrigan, Fredrik Wetterhall, Patricia de Rosnay, Christel Prudhomme (March 2021) Evaluating a dynamically modelled river discharge as input for ocean systems through the monitoring of the ocean state from reanalysis. DOI: 10.5194/egusphere-egu21-14450
- Souhail Boussetta, Gianpaolo Balsamo, Gabriele Arduini, Emanuel Dutra, Joe McNorton, Margarita Choulga, Anna Agustí-Panareda, Anton Beljaars, Nils Wedi, Joaquin Muñoz-Sabater, Patricia de Rosnay, Irina Sandu, Ioan Hadade, Glenn Carver, Cinzia Mazzetti, Christel Prudhomme, Dai Yamazaki, Ervin Zsoter (June 2021) ECLand: The ECMWF Land Surface Modelling System, Atmosphere. DOI: 10.3390/atmos12060723
- Peter Weston, Patricia de Rosnay (July 2021) Quarter 2 2021: Operations Service Report, ESA Contract Report. DOI: 10.21957/1s1hcs6bl
- Peter Weston, Patricia de Rosnay (April 2021) Quarter 1 2021: Operations Service Report, ESA Contract Report. DOI: 10.21957/bp7d12ws
- Peter Weston, Patricia de Rosnay, Stephen English (May 2021) GRDS test-bed report, ESA Contract Report. DOI: 10.21957/8kv6wj087
- 2020
- Peter Weston, Patricia de Rosnay, Stephen English (November 2020) GRDS test-bed plan, ESA Contract Report. DOI: 10.21957/h18ip7rud
- Hao Zuo, Eric de Boisseson, Ervin Zsoter, Shaun Harrigan, Patricia de Rosnay, Fredrik Wetterhall, Christel Prudhomme (March 2020) Benefits of dynamically modelled river discharge input for ocean and coupled system.. DOI: 10.5194/egusphere-egu2020-8564
- Calum Baugh, Patricia de Rosnay, Heather Lawrence, Toni Jurlina, Matthias Drusch, Ervin Zsoter, Christel Prudhomme (May 2020) The Impact of SMOS Soil Moisture Data Assimilation within the Operational Global Flood Awareness System (GloFAS), Remote Sensing. DOI: 10.3390/rs12091490
- Beena Balan-Sarojini, Steffen Tietsche, Michael Mayer, Magdalena Balmaseda, Hao Zuo, Patricia de Rosnay, Tim Stockdale, Frederic Vitart (May 2020) Year-round Impact of Winter Sea Ice Thickness Observations on Seasonal Forecasts. DOI: 10.5194/tc-2020-73
- Clément Albergel, Yongjun Zheng, Bertrand Bonan, Emanuel Dutra, Nemesio Rodríguez-Fernández, Simon Munier, Clara Draper, Patricia de Rosnay, Joaquin Muñoz-Sabater, Gianpaolo Balsamo, David Fairbairn, Catherine Meurey, Jean-Christophe Calvet (September 2020) Data assimilation for continuous global assessment of severe conditions over terrestrial surfaces, Hydrology and Earth System Sciences n. 9, pp. 4291-4316. DOI: 10.5194/hess-24-4291-2020
- Yoichi Hirahara, Patricia de Rosnay, Gabriele Arduini (September 2020) Evaluation of a Microwave Emissivity Module for Snow Covered Area with CMEM in the ECMWF Integrated Forecasting System, Remote Sensing. DOI: 10.3390/rs12182946
- Ervin Zsoter, Hannah L. Cloke orcid.org/0000-0002-1472-868X, Christel Prudhomme, Shaun Harrigan, Patricia de Rosnay, Joaquin Muñoz-Sabater, Stephens E. (September 2020) Trends in the GloFAS-ERA5 river discharge reanalysis, ECMWF Technical Memoranda n. 871. DOI: 10.21957/p9jrh0xp
- Peter Weston, Patricia de Rosnay (October 2020) Quality Control Plan for Brightness Temperature Modelling, ESA Contract Report n. SMOS ESL contract 4000130567/20/I-BG. DOI: 10.21957/kfuqck834
- irina sandu, Thomas Haiden, Gianpaolo Balsamo, Polly Schmederer, Gabriele Arduini, Jonathan Day, Anton Beljaars, Zied Ben Bouallègue, Souhail Boussetta, Martin Leutbecher, Linus Magnusson, Patricia de Rosnay (November 2020) Addressing near-surface forecast biases: outcomes of the ECMWF project 'Understanding uncertainties in surface atmosphere exchange' (USURF), ECMWF Technical Memoranda n. 875. DOI: 10.21957/wxjwsojvf
- (February 2020) SMOS brightness temperature forward modelling and long term monitoring at ECMWF, Remote Sensing of Environment, pp. "111424". DOI: 10.1016/j.rse.2019.111424
- Jürgen Helmert, Aynur Şensoy Şorman, Rodolfo Alvarado Montero, Carlo De Michele, Patricia De Rosnay, Marie Dumont, Samantha Pullen, David Christian Finger, Martin Lange, Ghislain Picard, Vera Potopová, Dagrun Vikhamar-Schuler, Ali Nadir Arslan (March 2020) Snow Data Assimilation Methods for Hydrological, Land Surface, Meteorological and Climate Models: Results from COST HarmoSnow (2014-2018). DOI: 10.5194/egusphere-egu2020-8348
- 2019
- Philip Browne, Patricia de Rosnay, Hao Zuo, Andrew Bennett, Andrew Dawson (January 2019) Weakly Coupled Ocean–Atmosphere Data Assimilation in the ECMWF NWP System, Remote Sensing. DOI: 10.3390/rs11030234
- Gianpaolo Balsamo, Anna Agusti-Panareda, Clément Albergel, Gabriele Arduini, Anton Beljaars, Jean Bidlot, Eleanor Blyth, Nicolas Bousserez, Souhail Boussetta, Andy Brown, Roberto Buizza, Carlo Buontempo, Frédéric Chevallier, Margarita Choulga, Hannah Cloke, Meghan Cronin, Mohamed Dahoui, Patricia de Rosnay, Paul Dirmeyer, Matthias Drusch, Emanuel Dutra, Michael B. Ek, Pierre Gentine, Helene Hewitt, Sarah Keeley, Yann Kerr, SUJAY KUMAR, Cristina Lupu, Jean-Francois Mahfouf, Joe McNorton, Susanne Mecklenburg, Kristian Mogensen, Joaquin Muñoz-Sabater, Rene Orth, Florence Rabier, Rolf Reichle, Ben Ruston, Florian Pappenberger, Irina Sandu, Sonia I. Seneviratne, Steffen Tietsche, Isabel Trigo, Remko Uijlenhoet, Nils Wedi, R. Iestyn Woolway, Xubin Zeng (April 2019) Correction: Balsamo, G., et al. Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review. Remote Sensing 2018, 10(12), 2038; doi:10.3390/rs10122038, Remote Sensing. DOI: 10.3390/rs11080941
- (July 2019) Observational Needs for Improving Ocean and Coupled Reanalysis, S2S Prediction, and Decadal Prediction, Frontiers in Marine Science. DOI: 10.3389/fmars.2019.00391
- (August 2019) How Well Do Operational Numerical Weather Prediction Configurations Represent Hydrology?, Journal of Hydrometeorology. DOI: 10.1175/jhm-d-18-0086.1
- (July 2019) Evaluation of a microwave emissivity module for desert regions with CMEM, Earth and Space Science. DOI: 10.1029/2019ea000566
- Hans Lievens, Matthias Demuzere, Hans-Peter Marshall, Rolf H. Reichle, Ludovic Brucker, Isis Brangers, Patricia de Rosnay, Marie Dumont, Manuela Girotto, Walter W. Immerzeel, Tobias Jonas, Edward J. Kim, Inka Koch, Christoph Marty, Tuomo Saloranta, Johannes Schöber, Gabrielle J. M. De Lannoy (October 2019) Snow depth variability in the Northern Hemisphere mountains observed from space, Nature Communications. DOI: 10.1038/s41467-019-12566-y
- Patricia de Rosnay, Joaquin Muñoz-Sabater, C. Albergel, Heather Lawrence, L. Isaksen, S.J. English (March 2019) ECMWF Final Report on SMOS brightness temperature activities over land: Monitoring and Data Assimilation, ESA Contract Report. DOI: 10.21957/gokq2iapv
- J. Muñoz‐Sabater, H. Lawrence, C. Albergel, P. Rosnay, L. Isaksen, S. Mecklenburg, Y. Kerr, M. Drusch (July 2019) Assimilation of SMOS brightness temperatures in the ECMWF Integrated Forecasting System, Quarterly Journal of the Royal Meteorological Society. DOI: 10.1002/qj.3577
- Philip Browne, Patricia de Rosnay, Hao Zuo, Andrew Bennett, Andrew Dawson (January 2019) Weakly coupled ocean-atmosphere data assimilation in the ECMWF NWP system, ECMWF Technical Memorandum n. 836. DOI: 10.21957/eqe8rx02
- Clément Albergel, Emanuel Dutra, Bertrand Bonan, Yongjun Zheng, Simon Munier, Gianpaolo Balsamo, Patricia de Rosnay, Joaquin Muñoz-Sabater, Jean-Christophe Calvet (March 2019) Monitoring and Forecasting the Impact of the 2018 Summer Heatwave on Vegetation, Remote Sensing. DOI: 10.3390/rs11050520
- Joaquin Muñoz-Sabater, Lawrence H., C. Albergel, Patricia de Rosnay, L. Isaksen, S. Mecklenburg, Y. Kerr, M. Drusch (February 2019) Assimilation of SMOS brightness temperatures in the ECMWF IFS, ECMWF Technical Memoranda n. 843. DOI: 10.21957/qq4v2o7oy
- Yvan Orsolini, Martin Wegmann, Emanuel Dutra, Boqi Liu, Gianpaolo Balsamo, Kun Yang, Patricia de Rosnay, Congwen Zhu, Wenli Wang, Retish Senan (March 2019) Evaluation of snow depth and snow-cover over the Tibetan Plateau in global reanalyses using in-situ and satellite remote sensing observations. DOI: 10.5194/tc-2019-49
- Nemesio Rodriguez-Fernandez, Patricia de Rosnay, Clement Albergel, Philippe Richaume, Filipe Aires, Catherine Prigent, Yann Kerr (April 2019) SMOS Neural Network Soil Moisture Data Assimilation in a Land Surface Model and Atmospheric Impact. DOI: 10.20944/preprints201904.0216.v1
- Nemesio Rodríguez-Fernández, Patricia de Rosnay, Clement Albergel, Philippe Richaume, Filipe Aires, Catherine Prigent, Yann Kerr (June 2019) SMOS Neural Network Soil Moisture Data Assimilation in a Land Surface Model and Atmospheric Impact, Remote Sensing n. 11, pp. 1334. DOI: 10.3390/rs11111334
- Philip Browne, Patricia de Rosnay, Hao Zuo (July 2019) Coupled ocean–atmosphere data assimilation at ECMWF, ECMWF Newsletter, issue 160, pp. 23-28. DOI: 10.21957/ka471pbj9e
- Yvan Orsolini, Martin Wegmann, Emanuel Dutra, Boqi Liu, Gianpaolo Balsamo, Kun Yang, Patricia de Rosnay, Congwen Zhu, Wenli Wang, Retish Senan, Gabriele Arduini (August 2019) Evaluation of snow depth and snow cover over the Tibetan Plateau in global reanalyses using in situ and satellite remote sensing observations, The Cryosphere n. 8, pp. 2221-2239. DOI: 10.5194/tc-13-2221-2019
- Jean-Christophe Calvet, Patricia de Rosnay, Stephen G. Penny (September 2019) Editorial for the Special Issue “Assimilation of Remote Sensing Data into Earth System Models”, Remote Sensing. DOI: 10.3390/rs11182177
- Clément Albergel, Yongjun Zheng, Bertrand Bonan, Emanuel Dutra, Nemesio Rodríguez-Fernández, Simon Munier, Clara Draper, Patricia de Rosnay, Joaquin Muñoz-Sabater, Gianpaolo Balsamo, David Fairbairn, Catherine Meurey, Jean-Christophe Calvet (October 2019) Data assimilation for continuous global assessment of severe conditions over terrestrial surfaces. DOI: 10.5194/hess-2019-534
- Clément Albergel, Yongjun Zheng, Bertrand Bonan, Emanuel Dutra, Nemesio Rodríguez-Fernández, Simon Munier, Clara Draper, Patricia de Rosnay, Joaquin Muñoz-Sabater, Gianpaolo Balsamo, David Fairbairn, Catherine Meurey, Jean-Christophe Calvet (October 2019) Supplementary material to "Data assimilation for continuous global assessment of severe conditions over terrestrial surfaces". DOI: 10.5194/hess-2019-534-supplement
- Patricia de Rosnay, Peter Weston (December 2019) SMOS long term assessment based on re-analyses: strategy and work plan, ESA Contract Report. DOI: 10.21957/lqpjq6e1y
- Heather Lawrence, Patricia de Rosnay, Calum Baugh (June 2019) First steps towards using SMOS soil moisture in the European Flood Awareness System, ESA Contract Report. DOI: 10.21957/7tfb7lx
- Calum Baugh, Patricia de Rosnay, Heather Lawrence (August 2019) SMOS Operational Emergency Services - Floods, ESA Contract Report. DOI: 10.21957/4qgjv63e
- 2018
- (June 2018) European In-Situ Snow Measurements: Practices and Purposes, Sensors. DOI: 10.3390/s18072016
- (July 2018) Sensitivity of Soil Moisture Analyses to Contrasting Background and Observation Error Scenarios, Water. DOI: 10.3390/w10070890
- Helmert J., Lange M., Dong J., De Rosnay P., Gustafsson D., Churulin E., Kurzeneva E., Müller R., Trentmann J., Souverijns N., Koch R., Böhm U., Bartik M., Osuch M., Rozinkina I., Bettems J.-M., Samuelsson P., Marcucci F., Milelli M. (October 2018) 1st snow data assimilation workshop in the framework of COST HarmoSnow ESSEM 1404, Meteorologische Zeitschrift. DOI: 10.1127/metz/2018/0906
- Steffen Tietsche, Magdalena Alonso-Balmaseda, Patricia Rosnay, Hao Zuo, Xiangshan Tian-Kunze, Lars Kaleschke (June 2018) Thin Arctic sea ice in L-band observations and an ocean reanalysis, The Cryosphere n. 6, pp. 2051-2072. DOI: 10.5194/tc-12-2051-2018
- Clement Albergel, Emanuel Dutra, Simon Munier, Jean-Christophe Calvet, Joaquin Munoz-Sabater, Patricia de Rosnay, Gianpaolo Balsamo (June 2018) ERA-5 and ERA-Interim driven ISBA land surface model simulations: which one performs better?, Hydrology and Earth System Sciences n. 6, pp. 3515-3532. DOI: 10.5194/hess-22-3515-2018
- Dinand Schepers, Eric de Boisseson, Reime Eresmaa, Cristina Lupu, Patricia de Rosnay (October 2018) CERA-SAT: A coupled satellite-era reanalysis, ECMWF Newsletter, issue 155, pp. 32-37. DOI: 10.21957/sp619ds74g
- Gianpaolo Balsamo, Anna Agusti-Panareda, Clément Albergel, Gabriele Arduini, Anton Beljaars, Jean Bidlot, Nicolas Bousserez, Souhail Boussetta, Andy Brown, Roberto Buizza, Carlo Buontempo, Frédéric Chevallier, Margarita Choulga, Hannah Cloke, Meghan Cronin, Mohamed Dahoui, Patricia de Rosnay, Paul Dirmeyer, Emanuel Dutra, Michael B. Ek, Pierre Gentine, Helene Hewitt, Sarah Keeley, Yann Kerr, SUJAY KUMAR, Cristina Lupu, Jean-Francois Mahfouf, Joe McNorton, Susanne Mecklenburg, Kristian Mogensen, Joaquin Muñoz-Sabater, Rene Orth, Florence Rabier, Rolf Reichle, Ben Ruston, Florian Pappenberger, Irina Sandu, Sonia I. Seneviratne, Steffen Tietsche, Isabel Trigo, Remko Uijlenhoet, Nils Wedi, R. Iestyn Woolway, Xubin Zeng (December 2018) Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review, Remote Sensing. DOI: 10.3390/rs10122038
- Jürgen Helmert, Aynur Şensoy Şorman, Rodolfo Alvarado Montero, Carlo De Michele, Patricia de Rosnay, Marie Dumont, David Christian Finger, Martin Lange, Ghislain Picard, Vera Potopová, Samantha Pullen, Dagrun Vikhamar-Schuler, Ali Nadir Arslan (December 2018) Review of Snow Data Assimilation Methods for Hydrological, Land Surface, Meteorological and Climate Models: Results from a COST HarmoSnow Survey, Geosciences. DOI: 10.3390/geosciences8120489
- Hans Hersbach, Patricia de Rosnay, Bill Bell, Dinand Schepers, Adrian Simmons, Cornel Soci, Saleh Abdalla, Magdalena A. Balmaseda, Gianpaolo Balsamo, Peter Bechtold, P. Berrisford, Jean Bidlot, de Boisséson E., Massimo Bonavita, Browne P., Roberto Buizza, Per Dahlgren, Dick Dee, Rossana Dragani, Michail Diamantakis, Johannes Flemming, Richard Forbes, Alan Geer, Thomas Haiden, Elias Hólm, L. Haimberger, Robin Hogan, Andras Horanyi, Janiskova M., Patrick Laloyaux, Philippe Lopez, Joaquin Muñoz-Sabater, C. Peubey, Raluca Radu, David Richardson, Jean-Noel THEPAUT, Frederic Vitart, Yang X, Ervin Zsoter, Hao Zuo (December 2018) Operational global reanalysis: progress, future directions and synergies with NWP, ERA Report Series n. 27. DOI: 10.21957/tkic6g3wm
- Clement Albergel, Emanuel Dutra, Simon Munier, Jean-Christophe Calvet, Joaquin Munoz-Sabater, Patricia de Rosnay, Gianpaolo Balsamo (April 2018) ERA-5 and ERA-Interim driven ISBA land surface model simulations: Which one performs better?. DOI: 10.5194/hess-2018-117
- Patricia de Rosnay, Joaquin Muñoz-Sabater, C. Albergel, L. Isaksen (November 2018) SMOS brightness temperature forward modelling, bias correction and long term monitoring at ECMWF, ESA Contract Report. DOI: 10.21957/bjlrwpte
- 2017
- Wigneron J.-P., Jackson T.J., O'Neill P., De Lannoy G., de Rosnay P., Walker J.P., Ferrazzoli P., Mironov V., Bircher S., Grant J.P., Kurum M., Schwank M., Munoz-Sabater J., Das N., Royer A., Al-Yaari A., Al Bitar A., Fernandez-Moran R., Lawrence H., Mialon A., Parrens M., Richaume P., Delwart S., Kerr Y. (October 2017) Modelling the passive microwave signature from land surfaces: A review of recent results and application to the L-band SMOS & SMAP soil moisture retrieval algorithms, Remote Sensing of Environment. DOI: 10.1016/j.rse.2017.01.024
- Brocca L., Crow W.T., Ciabatta L., Massari C., De Rosnay P., Enenkel M., Hahn S., Amarnath G., Camici S., Tarpanelli A., Wagner W. (October 2017) A Review of the Applications of ASCAT Soil Moisture Products, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. DOI: 10.1109/JSTARS.2017.2651140
- Massimo Bonavita, Y. Trémolet, Elias Hólm, S. T. K. Lang, Marcin Chrust, Marta Janiskova, Philippe Lopez, Patrick Laloyaux, Patricia de Rosnay, Mike Fisher, M. Hamrud, Stephen English (October 2017) A Strategy for Data Assimilation, ECMWF Technical Memoranda n. 800. DOI: 10.21957/tx1epjd2p
- Steffen Tietsche, Magdalena A. Balmaseda, Hao Zuo, Patricia de Rosnay (October 2017) Comparing Arctic winter sea-ice thickness from SMOS and ORAS5, ECMWF Technical Memoranda n. 803. DOI: 10.21957/rhycas70q
- Nemesio J. Rodríguez-Fernández, Joaquin Muñoz Sabater, Philippe Richaume, Patricia de Rosnay, Yann H. Kerr, Clement Albergel, Matthias Drusch, Susanne Mecklenburg (October 2017) SMOS near-real-time soil moisture product: processor overview and first validation results, Hydrology and Earth System Sciences n. 10, pp. 5201-5216. DOI: 10.5194/hess-21-5201-2017
- Anaïs Barella-Ortiz, Jan Polcher, Patricia de Rosnay, Maria Piles, Emiliano Gelati (January 2017) Comparison of measured brightness temperatures from SMOS with modelled ones from ORCHIDEE and H-TESSEL over the Iberian Peninsula, Hydrology and Earth System Sciences n. 1, pp. 357-375. DOI: 10.5194/hess-21-357-2017
- Hao Zuo, Magdalena A. Balmaseda, Eric de Boisseson, S. Hirahara, Marcin Chrust, Patricia de Rosnay (October 2017) A generic ensemble generation scheme for data assimilation and ocean analysis, ECMWF Technical Memoranda n. 795. DOI: 10.21957/cub7mq0i4
- Steffen Tietsche, Magdalena Alonso-Balmaseda, Patricia Rosnay, Hao Zuo, Xiangshan Tian-Kunze, Lars Kaleschke (December 2017) Thin sea ice in the Arctic: comparing L-band radiometry retrievals with an ocean reanalysis. DOI: 10.5194/tc-2017-247
- Nemesio Rodríguez-Fernández, Joaquin Muñoz Sabater, Philippe Richaume, Patricia de Rosnay, Yann Kerr, Clement Albergel, Matthias Drusch, Susanne Mecklenburg (May 2017) SMOS near real time soil moisture product: processor overview and first validation results. DOI: 10.5194/hess-2017-211
- 2016
- Mecklenburg S., Drusch M., Kaleschke L., Rodriguez-Fernandez N., Reul N., Kerr Y., Font J., Martin-Neira M., Oliva R., Daganzo-Eusebio E., Grant J.P., Sabia R., Macelloni G., Rautiainen K., Fauste J., de Rosnay P., Munoz-Sabater J., Verhoest N., Lievens H., Delwart S., Crapolicchio R., de la Fuente A., Kornberg M. (October 2016) ESA's Soil Moisture and Ocean Salinity mission: From science to operational applications, Remote Sensing of Environment. DOI: 10.1016/j.rse.2015.12.025
- Calvet J.-C., De Rosnay P., Barbu A.L., Boussetta S. (October 2016) Satellite data assimilation: Application to the water and carbon cycles, Land Surface Remote Sensing in Continental Hydrology. DOI: 10.1016/B978-1-78548-104-8.50012-7
- 2015
- Louvet S., Pellarin T., Al Bitar A., Cappelaere B., Galle S., Grippa M., Gruhier C., Kerr Y., Lebel T., Mialon A., Mougin E., Quantin G., Richaume P., de Rosnay P. (October 2015) SMOS soil moisture product evaluation over West-Africa from local to regional scale, Remote Sensing of Environment. DOI: 10.1016/j.rse.2014.10.005
- Balsamo G., Albergel C., Beljaars A., Boussetta S., Brun E., Cloke H., Dee D., Dutra E., Munõz-Sabater J., Pappenberger F., De Rosnay P., Stockdale T., Vitart F. (October 2015) ERA-Interim/Land: A global land surface reanalysis data set, Hydrology and Earth System Sciences. DOI: 10.5194/hess-19-389-2015
- A. Barella-Ortiz, J. Polcher, P. de Rosnay, M. Piles, E. Gelati (December 2015) Comparison of measured brightness temperatures from SMOS with modelled ones from ORCHIDEE and H-TESSEL over the Iberian Peninsula n. 12, pp. 13019-13067. DOI: 10.5194/hessd-12-13019-2015
- Christian Massari, Luca Brocca, Luca Ciabatta, Tommaso Moramarco, Simone Gabellani, Clement Albergel, Patricia De Rosnay, Silvia Puca, Wolfgang Wagner (January 2015) The Use of H-SAF Soil Moisture Products for Operational Hydrology: Flood Modelling over Italy, Hydrology. DOI: 10.3390/hydrology2010002