Data mining and analysis are critical for preventing or mitigating natural hazards. However,
data availability in natural hazard analysis is experiencing unprecedented challenges due to …

Fast soil moisture content (SMC) mapping is necessary to support water resource
management and to understand crop growth, quality, and yield. Therefore, earth observation …

This paper briefly describes the history of numerical weather prediction development. The
difficulties, which occur in the modelling of atmospheric processes, their nature and possible …

Climate models encapsulate our best understanding of the Earth system, allowing research
to be conducted on its future under alternative assumptions of how human-driven climate …

Unpaired Image-to-Image Translation (I2IT) tasks often suffer from lack of data, a problem
which self-supervised learning (SSL) has recently been very popular and successful at …

Processes related to cloud physics constitute the largest remaining scientific uncertainty in
climate models and projections. This uncertainty stems from the coarse nature of current …