Deep Learning for Precipitation Estimation from Satellite and Rain Gauges Measurements

Satellite-Based Rainfall Retrieval: From Generalized Linear Models to Artificial Neural Networks

(2018) Lea Beusch et al.   Remote Sensing

Geometric Deep Learning: Going beyond Euclidean data

(2017) Michael M. Bronstein et al.   IEEE SIGNAL PROCESSING MAGAZINE

Hourglass-ShapeNetwork Based Semantic Segmentation for High Resolution Aerial Imagery

(2017) Yu Liu et al.   Remote Sensing

Generation and Verification of Rainfall Estimates from 10-Yr Volumetric Weather Radar Measurements

(2016) Edouard Goudenhoofdt et al.   JOURNAL OF HYDROMETEOROLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Precipitation Estimates from MSG SEVIRI Daytime, Nighttime, and Twilight Data with Random Forests

(2014) Meike Kühnlein et al.   Journal of Applied Meteorology and Climatology

A study of warm rain detection using A-Train satellite data

(2011) Ruiyue Chen et al.   GEOPHYSICAL RESEARCH LETTERS

SEVIRI rainfall retrieval and validation using weather radar observations

(2009) R. A. Roebeling et al.   JOURNAL OF GEOPHYSICAL RESEARCH