Learning skillful medium-range global weather forecasting

R Lam, A Sanchez-Gonzalez, M Willson, P Wirnsberger… - Science, 2023 - science.org
Global medium-range weather forecasting is critical to decision-making across many social
and economic domains. Traditional numerical weather prediction uses increased compute …

[HTML][HTML] Comparison of rainfall products over sub-saharan africa

C Le Coz, N Van De Giesen - Journal of Hydrometeorology, 2020 - journals.ametsoc.org
An ever-increasing number of rainfall estimates is available. They are used in many
important applications such as flood/drought monitoring, water management, or climate …

An evaluation of ERA5 precipitation for climate monitoring

DA Lavers, A Simmons, F Vamborg… - Quarterly Journal of …, 2022 - Wiley Online Library
A key aim of climate monitoring is to place the current conditions of climate variables, such
as surface air temperature and precipitation, in their historical context. In Europe, a leading …

Gencast: Diffusion-based ensemble forecasting for medium-range weather

I Price, A Sanchez-Gonzalez, F Alet… - arXiv preprint arXiv …, 2023 - arxiv.org
Probabilistic weather forecasting is critical for decision-making in high-impact domains such
as flood forecasting, energy system planning or transportation routing, where quantifying the …

Global-scale evaluation of 22 precipitation datasets using gauge observations and hydrological modeling

HE Beck, N Vergopolan, M Pan… - Hydrology and Earth …, 2017 - hess.copernicus.org
We undertook a comprehensive evaluation of 22 gridded (quasi-) global (sub-) daily
precipitation (P) datasets for the period 2000–2016. Thirteen non-gauge-corrected P …

Progress and challenges in forecast verification

E Ebert, L Wilson, A Weigel… - Meteorological …, 2013 - Wiley Online Library
Verification scientists and practitioners came together at the 5th I nternational V erification M
ethods W orkshop in M elbourne, A ustralia, in D ecember 2011 to discuss methods for …

Measurements and observations in the XXI century (MOXXI): Innovation and multi-disciplinarity to sense the hydrological cycle

F Tauro, J Selker, N Van De Giesen… - Hydrological sciences …, 2018 - Taylor & Francis
To promote the advancement of novel observation techniques that may lead to new sources
of information to help better understand the hydrological cycle, the International Association …

[HTML][HTML] Where does the link between atmospheric moisture transport and extreme precipitation matter?

L Gimeno-Sotelo, L Gimeno - Weather and Climate Extremes, 2023 - Elsevier
Atmospheric moisture transport is the primary component of the atmospheric branch of the
water cycle, and its anomalies strongly influence drought and precipitation extremes. We …

The intricacies of identifying equatorial waves

P Knippertz, M Gehne, GN Kiladis… - Quarterly Journal of …, 2022 - Wiley Online Library
Equatorial waves (EWs) are synoptic‐to planetary‐scale propagating disturbances at low
latitudes with periods from a few days to several weeks. Here, this term includes Kelvin …

Skill of global raw and postprocessed ensemble predictions of rainfall over northern tropical Africa

P Vogel, P Knippertz, AH Fink… - Weather and …, 2018 - journals.ametsoc.org
Accumulated precipitation forecasts are of high socioeconomic importance for agriculturally
dominated societies in northern tropical Africa. In this study, the performance of nine …