A machine learning system for precipitation estimation using satellite and ground radar network observations

H Chen, V Chandrasekar, R Cifelli… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Space-based precipitation products are often used for regional and/or global hydrologic
modeling and climate studies. A number of precipitation products at multiple space and time …

Evaluation of GPM-era global satellite precipitation products over multiple complex terrain regions

Y Derin, E Anagnostou, A Berne, M Borga… - Remote Sensing, 2019 - mdpi.com
The great success of the Tropical Rainfall Measuring Mission (TRMM) and its successor
Global Precipitation Measurement (GPM) has accelerated the development of global high …

A multi-platform hydrometeorological analysis of the flash flood event of 15 November 2017 in Attica, Greece

G Varlas, MN Anagnostou, C Spyrou, A Papadopoulos… - Remote Sensing, 2018 - mdpi.com
Urban areas often experience high precipitation rates and heights associated with flash
flood events. Atmospheric and hydrological models in combination with remote-sensing and …

How do different sensors impact IMERG precipitation estimates during hurricane days?

H Ayat, JP Evans, A Behrangi - Remote Sensing of Environment, 2021 - Elsevier
Ground observation absence in many parts of the world highlights the importance of merged
satellite precipitation products. In this study, we aim to evaluate the effect of different sources …

Cross-validation of observations between the GPM dual-frequency precipitation radar and ground based dual-polarization radars

SK Biswas, V Chandrasekar - Remote Sensing, 2018 - mdpi.com
The Global Precipitation Measurement (GPM) mission Core Observatory is equipped with a
dual-frequency precipitation radar (DPR) with capability of measuring precipitation …

[HTML][HTML] Evaluation of IMERG satellite precipitation over the land–coast–ocean continuum. Part I: Detection

Y Derin, PE Kirstetter… - Journal of …, 2021 - journals.ametsoc.org
As a fundamental water flux, quantitative understanding of precipitation is important to
understand and manage water systems under a changing climate, especially in transition …

Evaluation of IMERG over CONUS complex terrain using environmental variables

Y Derin, PE Kirstetter - Geophysical Research Letters, 2022 - Wiley Online Library
Satellite‐based precipitation products (SPPs) provide extensive spatial and temporal
coverage globally but are challenged in complex terrain. This study aims at understanding …

[HTML][HTML] A high-accuracy rainfall dataset by merging multiple satellites and dense gauges over the southern Tibetan Plateau for 2014–2019 warm seasons

K Li, F Tian, MYA Khan, R Xu, Z He… - Earth System …, 2021 - essd.copernicus.org
Tibetan Plateau (TP) is well known as Asia's water tower from where many large rivers
originate. However, due to complex spatial variability in climate and topography, there is still …

Assessment of three gridded satellite-based precipitation products and their performance variabilities during typhoons over Zhejiang, southeastern China

D Li, X Min, J Xu, J Xue, Z Shi - Journal of Hydrology, 2022 - Elsevier
Effective and accurate estimation of heavy precipitation from typhoons is critical for the early
warning of hydrological extremes and disaster mitigation. Satellite-based precipitation …

China's 1 km merged gauge, radar and satellite experimental precipitation dataset

Y Shen, Z Hong, Y Pan, J Yu, L Maguire - Remote Sensing, 2018 - mdpi.com
Based on high-density gauge precipitation observations, high-resolution weather radar
quantitative precipitation estimation (QPE) and seamless satellite-based precipitation …