Massimo Bonavita - Publications, H-index & Citations

Massimo Bonavita

European Centre for Medium-Range Weather Forecasts

25H指数

73论文数

3.2W被引数

收录论文 32

发表时间

Error in ERA5 2-m temperature identified using GraphCast ERA5 2米温度中误差的识别使用GraphCast

Quarterly Journal of the Royal Meteorological Society

IF2.9

2026-09-19

OAAI

Hannah M. Christensen; Jack Barker; Bobby Antonio; Massimo Bonavita; Mohamed Dahoui; Patricia de Rosnay

Spatial observation-error correlations for AMSU-A in all-sky assimilation: An ECMWF and UK Met Office intercomparison 全天空同化中AMSU-A的空间观测误差相关：ECMWF与英国气象局的比较

Quarterly Journal of the Royal Meteorological Society

IF2.9

2026-06-04

OAAI

Rishabh Bhatt; Massimo Bonavita; Niels Bormann; Sarah L. Dance; Alison Fowler; Elías Hólm; Christopher J. Merchant; Jonathan Mittaz; Stuart Newman; Joanne Waller

Forecast verification using information and noise 使用信息和噪声进行预报验证

Quarterly Journal of the Royal Meteorological Society

IF2.9

2026-02-01

OAAI

Bonavita, Massimo; Geer, Alan J.

Development of an offline and online hybrid model for the Integrated Forecasting System

QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

IF2.9

2025-01-30

OAAI

Farchi, Alban; Chrust, Marcin; Bocquet, Marc; Bonavita, Massimo

The role of observations in ECMWF tropical cyclone initialisation and forecasting

QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

IF2.9

2025-01-16

PREAI

Magnusson, Linus; Majumdar, Sharanya J.; Dahoui, Mohamed L.; Bormann, Niels; Bonavita, Massimo; Browne, Philip A.; Brown, Andy R.; De Chiara, Giovanna; Duncan, David I.; English, Stephen; Geer, Alan J.; Healy, Sean; Ingleby, Bruce; Mcnally, Anthony P.; Pappenberger, Florian; Prates, Fernando; Rabier, Florence; de Rosnay, Patricia; Rennie, Michael P.; Warrick, Francis

2024 ESA-ECMWF workshop report: current status, progress and opportunities in machine learning for Earth system observation and prediction

NPJ CLIMATE AND ATMOSPHERIC SCIENCE

IF8.4

2024-10-09

OAAI

Ebel, Patrick; Schneider, Rochelle; Bonavita, Massimo; Clare, Mariana; Jungbluth, Anna; Pourshamsi, Maryam; Chantry, Matthew; Alexe, Mihai; Sebastianelli, Alessandro; Chrust, Marcin

Earth System Reanalysis in Support of Climate Model Improvements

BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

IF5.9

2024-08-01

OAAI

Stammer, Detlef; Amrhein, Daniel E.; Balmaseda, Magdalena Alonso; Bertino, Laurent; Bonavita, Massimo; Buontempo, Carlo; Caltabiano, Nico; Counillon, Francois; Fenty, Ian; Ferrari, Raffaele; Fujii, Yosuke; Gaikwad, Shreyas Sunil; Gentine, Pierre; Gettelman, Andrew; Gopalakrishnan, Ganesh; Heimbach, Patrick; Hersbach, Hans; Hill, Chris; Kobayashi, Shinya; Koehl, Armin; Kushner, Paul J.; Mazloff, Matthew; Nakamura, Hisashi; Penny, Stephen G.; Slivinski, Laura; Tegtmeier, Susann; Zanna, Laure

2022 ECMWF-ESA workshop report: current status, progress and opportunities in machine learning for Earth System observation and prediction 2022 ecmwf-esa研讨会报告: 用于地球系统观测和预测的机器学习的现状、进展和机遇

NPJ CLIMATE AND ATMOSPHERIC SCIENCE

IF8.4

2023-07-12

OAAI

Bonavita, Massimo; Schneider, Rochelle; Arcucci, Rossella; Chantry, Matthew; Chrust, Marcin; Geer, Alan; Le Saux, Bertrand; Vitolo, Claudia

Coupled data assimilation at ECMWF: current status, challenges and future developments ECMWF的耦合数据同化: 现状，挑战和未来发展

QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

IF2.9

2022-08-10

OAAI

de Rosnay, Patricia; Browne, Philip; de Boisseson, Eric; Fairbairn, David; Hirahara, Yoichi; Ochi, Kenta; Schepers, Dinand; Weston, Peter; Zuo, Hao; Alonso-Balmaseda, Magdalena; Balsamo, Gianpaolo; Bonavita, Massimo; Borman, Niels; Brown, Andy; Chrust, Marcin; Dahoui, Mohamed; Chiara, Giovanna; English, Stephen; Geer, Alan; Healy, Sean; Hersbach, Hans; Laloyaux, Patrick; Magnusson, Linus; Massart, Sebastien; McNally, Anthony; Pappenberger, Florian; Rabier, Florence

ESA-ECMWF Report on recent progress and research directions in machine learning for Earth System observation and prediction

NPJ CLIMATE AND ATMOSPHERIC SCIENCE

IF8.4

2022-06-21

OAAI

Schneider, Rochelle; Bonavita, Massimo; Geer, Alan; Arcucci, Rossella; Dueben, Peter; Vitolo, Claudia; Le Saux, Bertrand; Demir, Beguem; Mathieu, Pierre-Philippe

A comparison of combined data assimilation and machine learning methods for offline and online model error correction

nature computational science

IF3.7

2021-10-01

OAAI

Farchi, Alban; Bocquet, Marc; Laloyaux, Patrick; Bonavita, Massimo; Malartic, Quentin

Multi-sensor analyses of the skin temperature for the assimilation of satellite radiances in the European Centre for Medium-Range Weather Forecasts (ECMWF) Integrated Forecasting System (IFS, cycle 47R1)

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2021-09-03

OAAI

Massart, Sebastien; Bormann, Niels; Bonavita, Massimo; Lupu, Cristina

Exploring the structure of time-correlated model errors in the ECMWF data assimilation system

QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

IF2.9

2021-08-21

OAAI

Bonavita, Massimo

Using machine learning to correct model error in data assimilation and forecast applications

QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

IF2.9

2021-07-26

OAAI

Farchi, Alban; Laloyaux, Patrick; Bonavita, Massimo; Bocquet, Marc

Machine Learning for Earth System Observation and Prediction 用于地球系统观测和预测的机器学习

BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

IF5.9

2021-04-01

OAAI

Bonavita, Massimo; Arcucci, Rossella; Carrassi, Alberto; Dueben, Peter; Geer, Alan J.; Le Saux, Bertrand; Longepe, Nicolas; Mathieu, Pierre-Philippe; Raynaud, Laure

Continuous data assimilation for global numerical weather prediction 用于全球数值天气预报的连续数据同化

QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

IF2.9

2020-10-14

OAAI

Lean, P.; Holm, E. V.; Bonavita, M.; Bormann, N.; McNally, A. P.; Jarvinen, H.

Exploring the potential and limitations of weak-constraint 4D-Var

QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

IF2.9

2020-09-07

PREAI

Laloyaux, P.; Bonavita, M.; Chrust, M.; Gurol, S.

The ERA5 global reanalysis ERA5全球再分析

QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

IF2.9

2020-06-15

1.6W

OAAI

Hersbach, Hans; Bell, Bill; Berrisford, Paul; Hirahara, Shoji; Horanyi, Andras; Munoz-Sabater, Joaquin; Nicolas, Julien; Peubey, Carole; Radu, Raluca; Schepers, Dinand; Simmons, Adrian; Soci, Cornel; Abdalla, Saleh; Abellan, Xavier; Balsamo, Gianpaolo; Bechtold, Peter; Biavati, Gionata; Bidlot, Jean; Bonavita, Massimo; De Chiara, Giovanna; Dahlgren, Per; Dee, Dick; Diamantakis, Michail; Dragani, Rossana; Flemming, Johannes; Forbes, Richard; Fuentes, Manuel; Geer, Alan; Haimberger, Leo; Healy, Sean; Hogan, Robin J.; Holm, Elias; Janiskova, Marta; Keeley, Sarah; Laloyaux, Patrick; Lopez, Philippe; Lupu, Cristina; Radnoti, Gabor; de Rosnay, Patricia; Rozum, Iryna; Vamborg, Freja; Villaume, Sebastien; Thepaut, Jean-Noel

Towards an unbiased stratospheric analysis

QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

IF2.9

2020-05-06

PREAI

Laloyaux, P.; Bonavita, M.; Dahoui, M.; Farnan, J.; Healy, S.; Holm, E.; Lang, S. T. K.

ECMWF Activities for Improved Hurricane Forecasts

BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

IF5.9

2019-03-01

OAAI

Magnusson, L.; Bidlot, J-R; Bonavita, M.; Brown, A. R.; Browne, P. A.; De Chiara, G.; Dahoui, M.; Lang, S. T. K.; Mcnally, T.; Mogensen, K. S.; Pappenberger, F.; Prates, F.; Rabier, F.; Richardson, D. S.; Vitart, F.; Malardel, S.

研究方向