Comparison of machine learning algorithms for flood susceptibility map**

ST Seydi, Y Kanani-Sadat, M Hasanlou, R Sahraei… - Remote Sensing, 2022 - mdpi.com
Floods are one of the most destructive natural disasters, causing financial and human losses
every year. As a result, reliable Flood Susceptibility Map** (FSM) is required for effective …

Evaluation of 23 gridded precipitation datasets across West Africa

F Satgé, D Defrance, B Sultan, MP Bonnet, F Seyler… - Journal of …, 2020 - Elsevier
This study aims reporting on 23 gridded precipitation datasets (P-datasets) reliability across
West Africa through direct comparisons with rain gauges measurement at the daily and …

Performance evaluation of latest integrated multi-satellite retrievals for Global Precipitation Measurement (IMERG) over the northern highlands of Pakistan

MN Anjum, Y Ding, D Shangguan, I Ahmad… - Atmospheric …, 2018 - Elsevier
Abstract Recently, the Global Precipitation Measurement (GPM) mission has released the
Integrated Multi-satellite Retrievals for GPM (IMERG) at a fine spatial (0.1°× 0.1°) and …

Evaluation of GPM-Era satellite precipitation products on the southern slopes of the Central Himalayas against rain gauge data

S Sharma, Y Chen, X Zhou, K Yang, X Li, X Niu, X Hu… - Remote Sensing, 2020 - mdpi.com
The Global Precipitation Measurement (GPM) mission provides high-resolution precipitation
estimates globally. However, their accuracy needs to be accessed for algorithm …

Detection of spatial shift in flood regime of the Kabul river basin in Pakistan, causes, challenges, and opportunities

A Mehmood, S Jia, A Lv, W Zhu, R Mahmood… - Water, 2021 - mdpi.com
Recent evidence of regional climate change impacts on hydrological cycle directed us to
study the floods in a high elevated and rapidly urbanized river basin, the Kabul River basin …

Similarities and improvements of GPM IMERG upon TRMM 3B42 precipitation product under complex topographic and climatic conditions over Hexi region …

X Wang, Y Ding, C Zhao, J Wang - Atmospheric research, 2019 - Elsevier
Building upon the success of TRMM launched in 1997, NASA and JAXA successfully
deployed the Global Precipitation Measurement (GPM) mission on February 28, 2014. GPM …

Comparing multiple precipitation products against in-situ observations over different climate regions of Pakistan

W Ullah, G Wang, G Ali, DF Tawia Hagan, AS Bhatti… - Remote Sensing, 2019 - mdpi.com
Various state-of-the-art gridded satellite precipitation products (GPPs) have been derived
from remote sensing and reanalysis data and are widely used in hydrological studies. An …

Validation of satellite based precipitation over diverse topography of Pakistan

MF Iqbal, H Athar - Atmospheric Research, 2018 - Elsevier
This study evaluates the Tropical Rainfall Measuring Mission (TRMM) Multi-Satellite
Precipitation Analysis (TMPA) product data with 0.25°× 0.25° spatial and post-real-time 3 h …

Multiscale ground validation of satellite and reanalysis precipitation products over diverse climatic and topographic conditions

MU Nadeem, AAJ Ghanim, MN Anjum, D Shangguan… - Remote Sensing, 2022 - mdpi.com
The validity of two reanalysis (ERA5 and MEERA2) and seven satellite-based (CHIRPS,
IMERG, PERSIANN-CCS, PERSIANN-CDR, PERSIANN-PDIR, PERSIANN, and TRMM) …

Performance of CMORPH, TMPA, and PERSIANN rainfall datasets over plain, mountainous, and glacial regions of Pakistan

Y Hussain, F Satgé, MB Hussain… - Theoretical and applied …, 2018 - Springer
The present study aims at the assessment of six satellite rainfall estimates (SREs) in
Pakistan. For each assessed products, both real-time (RT) and post adjusted (Adj) versions …