Matthew Chantry - Publications, H-index & Citations

Matthew Chantry

European Centre for Medium-Range Weather Forecasts

22H指数

108论文数

1.6K被引数

收录论文 18

发表时间

AIFL: A global daily streamflow forecasting model using deterministic an LSTM pre-trained on ERA5-Land and fine-tuned on IFS AIFL：一种利用在ERA5-Land上预训练并在IFS上微调的确定性LSTM进行全球日径流预报的模型

Journal of Hydrology

IF6.3

2026-07-01

PREAI

Taccari, Maria Luisa; Tazi, Kenza; Morrison, Oisin M.; Grafberger, Andreas; Colonese, Juan; de Wiart, Corentin Carton; Prudhomme, Christel; Mazzetti, Cinzia; Chantry, Matthew; Pappenberger, Florian

AIFS Single 1.1.0: an update to ECMWF's machine-learned weather forecast model AIFS AIFS Single 1.1.0：欧洲中期天气预报中心机器学习天气预测模型AIFS的更新

Geoscientific Model Development

IF4.9

2026-06-01

OAAI

Gabriel Moldovan; Ewan Pinnington; Ana Prieto Nemesio; Simon Lang; Zied Ben Bouallègue; Jesper Dramsch; Mihai Alexe; Mario Santa Cruz; Sara Hahner; Harrison Cook; Helen Theissen; Mariana Clare; Cathal O'Brien; Jan Polster; Linus Magnusson; Gert Mertes; Florian Pinault; Baudouin Raoult; Patricia de Rosnay; Richard Forbes; Matthew Chantry

A GNN routing module is all you need for LSTM Rainfall–Runoff models 图神经网络路由模块是LSTM降雨径流模型所需的一切

Hydrology and Earth System Sciences

IF5.8

2026-04-17

OAAI

Hamidreza Mosaffa; Florian Pappenberger; Christel Prudhomme; Matthew Chantry; Christoph Rüdiger; Hannah Cloke

Evaluation of Precipitation Observations Across Ecuador 厄瓜多尔降水观测评估

Atmospheric Science Letters

IF0

2026-01-01

OAAI

Iza-wong, Angela; Moldovan, Gabriel; Bouallegue, Zied Ben; Hemingway, Rebecca; Chantry, Matthew; Lavers, David A.

End-to-end data-driven weather prediction 端到端数据驱动天气预测

NATURE

IF48.5

2025-03-20

PREAI

Allen, Anna; Markou, Stratis; Tebbutt, Will; Requeima, James; Bruinsma, Wessel P.; Andersson, Tom R.; Herzog, Michael; Lane, Nicholas D.; Chantry, Matthew; Hosking, J. Scott; Turner, Richard E.

Advances in land surface forecasting: a comparison of LSTM, gradient boosting, and feed-forward neural networks as prognostic state emulators in a case study with ecLand 地表预测的进展: 在ecLand的案例研究中，LSTM，梯度提升和前馈神经网络作为预后状态仿真器的比较

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2025-02-19

OAAI

Wesselkamp, Marieke; Chantry, Matthew; Pinnington, Ewan; Choulga, Margarita; Boussetta, Souhail; Kalweit, Maria; Boedecker, Joschka; Dormann, Carsten F.; Pappenberger, Florian; Balsamo, Gianpaolo

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

The Rise of Data-Driven Weather Forecasting A First Statistical Assessment of Machine Learning-Based Weather Forecasts in an Operational-Like Context 数据驱动的天气预报的兴起在类似操作的环境中首次对基于机器学习的天气预报进行统计评估

BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

IF5.9

2024-06-01

OAAI

Ben Bouallegue, Zied; Clare, Mariana C. A.; Magnusson, Linus; Gascon, Estibaliz; Maier-Gerber, Michael; Janousek, Martin; Rodwell, Mark; Pinault, Florian; Dramsch, Jesper S.; Lang, Simon T. K.; Raoult, Baudouin; Rabier, Florence; Chevallier, Matthieu; Sandu, Irina; Dueben, Peter; Chantry, Matthew; Pappenberger, Florian

Deep learning for quality control of surface physiographic fields using satellite Earth observations

HYDROLOGY AND EARTH SYSTEM SCIENCES

IF5.8

2023-12-22

OAAI

Kimpson, Tom; Choulga, Margarita; Chantry, Matthew; Balsamo, Gianpaolo; Boussetta, Souhail; Dueben, Peter; Palmer, Tim

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