The effects of climate change on hailstorms
Hailstorms are dangerous and costly phenomena that are expected to change in response
to a warming climate. In this Review, we summarize current knowledge of climate change …
to a warming climate. In this Review, we summarize current knowledge of climate change …
Increasing cryospheric hazards in a warming climate
The cryosphere is an important component of the global climate system. Cryospheric
components are sensitive to climate warming, and changes in the cryosphere can lead to …
components are sensitive to climate warming, and changes in the cryosphere can lead to …
[HTML][HTML] Interpretable deep learning for spatial analysis of severe hailstorms
Abadi, M., and Coauthors, 2016: Tensorflow: A system for large-scale machine learning.
Proc. 12th USENIX Symp. on Operating Systems Design and Implementation (OSDI'16) …
Proc. 12th USENIX Symp. on Operating Systems Design and Implementation (OSDI'16) …
Challenges and benchmark datasets for machine learning in the atmospheric sciences: Definition, status, and outlook
Benchmark datasets and benchmark problems have been a key aspect for the success of
modern machine learning applications in many scientific domains. Consequently, an active …
modern machine learning applications in many scientific domains. Consequently, an active …
Why we need to focus on developing ethical, responsible, and trustworthy artificial intelligence approaches for environmental science
Given the growing use of Artificial intelligence (AI) and machine learning (ML) methods
across all aspects of environmental sciences, it is imperative that we initiate a discussion …
across all aspects of environmental sciences, it is imperative that we initiate a discussion …
Differing trends in United States and European severe thunderstorm environments in a warming climate
Long-term trends in the historical frequency of environments supportive of atmospheric
convection are unclear, and only partially follow the expectations of a warming climate. This …
convection are unclear, and only partially follow the expectations of a warming climate. This …
Severe convective storms across Europe and the United States. Part I: Climatology of lightning, large hail, severe wind, and tornadoes
As lightning-detection records lengthen and the efficiency of severe weather reporting
increases, more accurate climatologies of convective hazards can be constructed. In this …
increases, more accurate climatologies of convective hazards can be constructed. In this …
Understanding hail in the earth system
The processes leading to the development of hail and the distribution of these events
worldwide are reviewed. Microphysical and physical characteristics of hail development are …
worldwide are reviewed. Microphysical and physical characteristics of hail development are …
[HTML][HTML] Large hail incidence and its economic and societal impacts across Europe
Abstract By 31 December 2018, 39 537 quality-controlled reports of large hail had been
submitted to the European Severe Weather Database (ESWD) by volunteers and ESSL. This …
submitted to the European Severe Weather Database (ESWD) by volunteers and ESSL. This …
Global estimates of damaging hail hazard
AF Prein, GJ Holland - Weather and Climate Extremes, 2018 - Elsevier
A single hailstorm can cause losses in the billion-dollar range if it occurs over a densely
populated area. Property losses from hailstorms are rising with time mainly due to a …
populated area. Property losses from hailstorms are rising with time mainly due to a …