Articles | Volume 21, issue 4
https://doi.org/10.5194/nhess-21-1297-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/nhess-21-1297-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Review article
| 
26 Apr 2021
Review article |
| 26 Apr 2021
| 26 Apr 2021
Review article: Observations for high-impact weather and their use in verification
Deutscher Wetterdienst, Offenbach am Main, 63067, Germany
Arpae Emilia-Romagna, Bologna, 40122, Italy
Elizabeth Ebert
Bureau of Meteorology, Docklands, Victoria, 3008, Australia
Raghavendra Ashrit
National Centre for Medium Range Weather Forecasting (NCMRWF), Noida,
201307, India
Barbara Casati
MRD/ECCC, Dorval (QC), H9P 1J3, Canada
Jing Chen
Center of Numerical Weather Prediction, CMA, Beijing, 100081, China
Caio A. S. Coelho
Centre for Weather Forecast and Climate Studies, National Institute
for Space Research, Cachoeira Paulista, 12630-000, Brazil
Manfred Dorninger
Department of Meteorology and Geophysics, University of Vienna, Vienna, 1090, Austria
Eric Gilleland
Research Applications Laboratory, National Center for Atmospheric
Research, Boulder, 80301, Colorado, USA
Thomas Haiden
ECMWF, Reading, RG2 9AX, UK
Stephanie Landman
South African Weather Service, Pretoria, 0001, South Africa
Marion Mittermaier
MetOffice, Exeter, EX1 3PB, UK
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13 citations as recorded by crossref.
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- A new method for calculating highway blocking due to high-impact weather conditions D. Liu et al. 10.5194/nhess-25-493-2025
- Sensing weather and climate: Phenomenological and ethnographic approaches M. Hepach & C. Lüder 10.1177/26349825231163144
- SPHERA, a new convection‐permitting regional reanalysis over Italy: Improving the description of heavy rainfall A. Giordani et al. 10.1002/qj.4428
- Towards nowcasting in Europe in 2030 S. Bojinski et al. 10.1002/met.2124
- Assessment of two approaches for very short range precipitation prediction for a convection-dominant period at different scales E. Ghaemi et al. 10.1016/j.atmosres.2024.107522
- Atmospheric drivers of rainfall events in the Republic of Djibouti M. Waberi et al. 10.1002/joc.8299
- The utility of impact data in flood forecast verification for anticipatory actions: Case studies from Uganda and Kenya F. Mitheu et al. 10.1111/jfr3.12911
- The capability of NOTHAS in the prediction of extreme weather events across different climatic areas V. Spiridonov et al. 10.1007/s11600-023-01122-4
- A Method for Object-oriented Detection of Deep Convection from Geostationary Satellite Imagery Using Machine Learning A. Shishov 10.3103/S1068373924040071
- Convective‐scale numerical weather prediction and warnings over Lake Victoria: Part I—Evaluating a lightning diagnostic M. Mittermaier et al. 10.1002/met.2038
- From proof‐of‐concept to proof‐of‐value: Approaching third‐party data to operational workflows of national meteorological services I. Garcia‐Marti et al. 10.1002/joc.7757
11 citations as recorded by crossref.
- Comparison of temperature and humidity measurements from two separate weather stations at Camden Airport, Australia M. Riley & A. Rea 10.1071/ES24013
- Characterizing hail-prone environments using convection-permitting reanalysis and overshooting top detections over south-central Europe A. Giordani et al. 10.5194/nhess-24-2331-2024
- A new method for calculating highway blocking due to high-impact weather conditions D. Liu et al. 10.5194/nhess-25-493-2025
- Sensing weather and climate: Phenomenological and ethnographic approaches M. Hepach & C. Lüder 10.1177/26349825231163144
- SPHERA, a new convection‐permitting regional reanalysis over Italy: Improving the description of heavy rainfall A. Giordani et al. 10.1002/qj.4428
- Towards nowcasting in Europe in 2030 S. Bojinski et al. 10.1002/met.2124
- Assessment of two approaches for very short range precipitation prediction for a convection-dominant period at different scales E. Ghaemi et al. 10.1016/j.atmosres.2024.107522
- Atmospheric drivers of rainfall events in the Republic of Djibouti M. Waberi et al. 10.1002/joc.8299
- The utility of impact data in flood forecast verification for anticipatory actions: Case studies from Uganda and Kenya F. Mitheu et al. 10.1111/jfr3.12911
- The capability of NOTHAS in the prediction of extreme weather events across different climatic areas V. Spiridonov et al. 10.1007/s11600-023-01122-4
- A Method for Object-oriented Detection of Deep Convection from Geostationary Satellite Imagery Using Machine Learning A. Shishov 10.3103/S1068373924040071
2 citations as recorded by crossref.
- Convective‐scale numerical weather prediction and warnings over Lake Victoria: Part I—Evaluating a lightning diagnostic M. Mittermaier et al. 10.1002/met.2038
- From proof‐of‐concept to proof‐of‐value: Approaching third‐party data to operational workflows of national meteorological services I. Garcia‐Marti et al. 10.1002/joc.7757
Latest update: 30 May 2025
Short summary
This paper reviews new observations for the verification of high-impact weather and provides advice for their usage in objective verification. New observations include remote sensing datasets, products developed for nowcasting, datasets derived from telecommunication systems, data collected from citizens, reports of impacts and reports from insurance companies. This work has been performed in the framework of the Joint Working Group on Forecast Verification Research (JWGFVR) of the WMO.
This paper reviews new observations for the verification of high-impact weather and provides...
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