Observations for high-impact weather and their use in verification

Autor(en)
Chiara Marsigli, Elizabeth Ebert, Raghavendra Ashrit, Barbara Casati, Jing Chen, Caio Coelho, Manfred Dorninger, Eric Gilleland, Thomas Haiden, Stephanie Landman, Marion P. Mittermaier
Abstrakt

Verification of forecasts and warnings of high-impact weather is needed by the meteorological centres, but how to perform it still presents many open questions, starting from which data are suitable as reference. This paper reviews new observations which can be considered for the verification of high-impact weather and provides advice for their usage in objective verification. Two high-impact weather phenomena are considered: thunderstorm and fog. First, a framework for the verification of high-impact weather is proposed, including the definition of forecast and observations in this context and creation of a verification set. Then, new observations showing a potential for the detection and quantification of high-impact weather are reviewed, including remote sensing datasets, products developed for nowcasting, datasets derived from telecommunication systems, data collected from citizens, reports of impacts and claim/damage reports from insurance companies. The observation characteristics which are relevant for their usage in forecast verification are also discussed. Examples of forecast evaluation and verification are then presented, highlighting the methods which can be adopted to address the issues posed by the usage of these non-conventional observations and objectively quantify the skill of a high-impact weather forecast.

Organisation(en)
Institut für Meteorologie und Geophysik
Externe Organisation(en)
National Centre for Medium Range Weather Forecasting (NCMRWF), Arpae Emilia-Romagna, Meteorological Research Division (MRD), ECCC, Center of Numerical Weather Prediction, CMA, European Centre for Medium-Range Weather Forecasts (ECMWF), South African Weather Service (SAWS), Deutscher Wetterdienst, Bureau of Meteorology Australia, Center for weather forecasting and climate research, National Center for Atmospheric Research (NCAR), MetOffice
Journal
Natural Hazards and Earth System Sciences
Band
21
ISSN
1561-8633
DOI
https://doi.org/10.5194/nhess-21-1297-2021
Publikationsdatum
04-2021
Peer-reviewed
Ja
ÖFOS 2012
105206 Meteorologie
Link zum Portal
https://ucris.univie.ac.at/portal/de/publications/observations-for-highimpact-weather-and-their-use-in-verification(40046b04-52fd-45f8-bc10-d96278d36f5a).html