Detecting cold pool family trees in convection resolving simulations

J Hoeller, R Fiévet, JO Haerter - Journal of Advances in …, 2024 - Wiley Online Library
Recent observations and modeling increasingly reveal the key role of cold pools in
organizing the convective cloud field. Several methods for detecting cold pools in …

Characteristics of station‐derived convective cold pools over equatorial Africa

J Hoeller, JO Haerter… - Geophysical Research …, 2024 - Wiley Online Library
Due to their potential role in organizing tropical mesoscale convective systems, a better
understanding of cold pool (CP) dynamics in such regions is critical, particularly over land …

Machine learning detection of fog top over eastern Taiwan mountains from Himawari-8 satellite true-color images

PJ Chen, WT Chen, CM Wu, SW Tsou, MH Lo - … Applications: Society and …, 2024 - Elsevier
During the cold season, fog frequently blankets the eastern Taiwan mountains areas, a
region known for the montane cloud forest (MCF). The mountain fogs play crucial roles in …

Detecting Cold Pool Family Trees in Convection Resolving Simulations

J Hoeller, R Fiévet, JO Haerter - Authorea Preprints, 2023 - essopenarchive.org
Recent observations and modeling increasingly reveal the key role of cold pools in
organizing the convective cloud field. Several methods for detecting cold pools in …

Autoencoder Framework for General Forecasting

D Fister, C Peláez-Rodríguez, L Cornejo-Bueno… - … Work-Conference on …, 2024 - Springer
Artificial intelligence backed forecasting systems, especially various types of autoencoders,
are frequently used for short-term and medium-term weather forecasting. Sometimes …

Three-Dimensional Convective Cloud Dataset Generation and Deep Learning Based Segmentation

MR Jani - 2024 - search.proquest.com
Convection is one of the primary driver of global atmospheric circulation, influencing cloud
formation, precipitation patterns, and various major weather phenomena. However, the …