Merging precipitation scheme design for improving the accuracy of regional precipitation products by machine learning and geographical deviation correction

C Yu, H Shao, D Hu, G Liu, X Dai - Journal of Hydrology, 2023 - Elsevier
Global satellite precipitation products (SPPs) effectively obtain spatial precipitation
information but frequently fail to meet application requirements in small-scale areas due to …

[HTML][HTML] Ensemble learning for blending gridded satellite and gauge-measured precipitation data

G Papacharalampous, H Tyralis, N Doulamis… - Remote Sensing, 2023 - mdpi.com
Regression algorithms are regularly used for improving the accuracy of satellite precipitation
products. In this context, satellite precipitation and topography data are the predictor …

Probabilistic assessment of concurrent tornado and storm‐related flash flood events

YD Ngui, MR Najafi, C de Souza… - International Journal of …, 2023 - Wiley Online Library
The concurrent occurrence of extreme events can significantly impact societies and
infrastructure systems, especially when the instructions provided to the exposed …

[HTML][HTML] Applicability Assessment of GPM IMERG Satellite Heavy-Rainfall-Informed Reservoir Short-Term Inflow Forecast and Optimal Operation: A Case Study of Wan …

Q Ma, X Gui, B Xiong, R Li, L Yan - Remote Sensing, 2023 - mdpi.com
Satellite precipitation estimate (SPE) dedicated to reservoir inflow forecasting is very
attractive as it can provide near-real-time information for reservoir monitoring. However, the …

[HTML][HTML] Disentangling Satellite Precipitation Estimate Errors of Heavy Rainfall at the Daily and Sub-Daily Scales in the Western Mediterranean

E Peinó, J Bech, M Udina, F Polls - Remote Sensing, 2024 - mdpi.com
In the last decade, substantial improvements have been achieved in quantitative satellite
precipitation estimates, which are essential for a wide range of applications. In this study, we …

[HTML][HTML] Rising risks of hydroclimatic swings: A large ensemble study of dry and wet spell transitions in North America

W Na, MR Najafi - Global and Planetary Change, 2024 - Elsevier
Hydroclimatic swings between dry and wet spells are increasing globally, raising concerns
due to their severe impacts on society, agriculture, infrastructure systems, and water …

[HTML][HTML] The impact of the Madden-Julian oscillation on spring and autumn afternoon diurnal convection in Sri Lanka

WR Huang, SB Koralegedara, TY Chiang… - npj Climate and …, 2024 - nature.com
This study examines the impact of strong Madden-Julian Oscillation (MJO) phases (P1–P8)
on diurnal rainfall patterns focusing on Afternoon Diurnal Convection (ADC) events in Sri …

Projections of rain‐on‐snow events in a sub‐arctic river basin under 1.5° C–4° C global warming

JW Warden, R Rezvani, MR Najafi… - Hydrological …, 2024 - Wiley Online Library
Abstract Rain‐on‐snow (ROS) is a compound hydrometeorological extreme event that can
lead to severe socioeconomic impacts and affect ecosystem function. In high‐latitude …

[HTML][HTML] Time-varying quadruple collocation for enhanced satellite and reanalysis precipitation data error estimation and integration

AL Alcantara, KH Ahn - International Journal of Applied Earth Observation …, 2024 - Elsevier
For the past few years, there have been improvements in collocation approaches that do not
rely on in-situ observations to estimate data uncertainties. These approaches have been …

[HTML][HTML] A New Method for Hour-by-Hour Bias Adjustment of Satellite Precipitation Estimates over Mainland China

J Li, B Yong, Z Shen, H Wu, Y Yang - Remote Sensing, 2023 - mdpi.com
Highly accurate near-real-time satellite precipitation estimates (SPEs) are important for
hydrological forecasting and disaster warning. The near-real quantitative precipitation …