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 …
ethods W orkshop in M elbourne, A ustralia, in D ecember 2011 to discuss methods for …
[HTML][HTML] RainNet v1. 0: a convolutional neural network for radar-based precipitation nowcasting
G Ayzel, T Scheffer… - Geoscientific Model …, 2020 - gmd.copernicus.org
In this study, we present RainNet, a deep convolutional neural network for radar-based
precipitation nowcasting. Its design was inspired by the U-Net and SegNet families of deep …
precipitation nowcasting. Its design was inspired by the U-Net and SegNet families of deep …
[HTML][HTML] Pysteps: An open-source Python library for probabilistic precipitation nowcasting (v1. 0)
S Pulkkinen, D Nerini, AA Pérez Hortal… - Geoscientific Model …, 2019 - gmd.copernicus.org
Pysteps is an open-source and community-driven Python library for probabilistic
precipitation nowcasting, that is, very-short-range forecasting (0–6 h). The aim of pysteps is …
precipitation nowcasting, that is, very-short-range forecasting (0–6 h). The aim of pysteps is …
The first Met Office Unified Model–JULES regional atmosphere and land configuration, RAL1
M Bush, T Allen, C Bain, I Boutle… - Geoscientific Model …, 2020 - gmd.copernicus.org
In this paper we define the first Regional Atmosphere and Land (RAL) science configuration
for kilometre-scale modelling using the Unified Model (UM) as the basis for the atmosphere …
for kilometre-scale modelling using the Unified Model (UM) as the basis for the atmosphere …
Intercomparison of spatial forecast verification methods
E Gilleland, D Ahijevych, BG Brown… - Weather and …, 2009 - journals.ametsoc.org
Advancements in weather forecast models and their enhanced resolution have led to
substantially improved and more realistic-appearing forecasts for some variables. However …
substantially improved and more realistic-appearing forecasts for some variables. However …
[HTML][HTML] The southern China monsoon rainfall experiment (SCMREX)
The Southern China Monsoon Rainfall Experiment (SCMREX) in: Bulletin of the American
Meteorological Society Volume 98 Issue 5 (2017) Jump to Content Jump to Main Navigation …
Meteorological Society Volume 98 Issue 5 (2017) Jump to Content Jump to Main Navigation …
Kilometre‐scale ensemble data assimilation for the COSMO model (KENDA)
C Schraff, H Reich, A Rhodin… - Quarterly Journal of …, 2016 - Wiley Online Library
An ensemble Kalman filter for convective‐scale data assimilation (KENDA) has been
developed for the COnsortium for Small‐scale MOdelling (COSMO) model. The KENDA …
developed for the COnsortium for Small‐scale MOdelling (COSMO) model. The KENDA …
Spatial solar forecast verification with the neighborhood method and automatic threshold segmentation
Numerical weather prediction (NWP) has hitherto been the default tool for providing day-
ahead forecasting services to the solar energy industry. Rapid advancements in solar …
ahead forecasting services to the solar energy industry. Rapid advancements in solar …
[HTML][HTML] Object-based verification of a prototype Warn-on-Forecast system
PS Skinner, DM Wheatley… - Weather and …, 2018 - journals.ametsoc.org
Object-Based Verification of a Prototype Warn-on-Forecast System in: Weather and Forecasting
Volume 33 Issue 5 (2018) Jump to Content Jump to Main Navigation Logo Logo Logo Logo …
Volume 33 Issue 5 (2018) Jump to Content Jump to Main Navigation Logo Logo Logo Logo …
Spatial and temporal evaluation of radar rainfall nowcasting techniques on 1,533 events
Radar rainfall nowcasting, the process of statistically extrapolating the most recent rainfall
observation, is increasingly used for very short range rainfall forecasting (less than 6 hr …
observation, is increasingly used for very short range rainfall forecasting (less than 6 hr …