A review of earth observation-based drought studies in Southeast Asia

TV Ha, J Huth, F Bachofer, C Kuenzer - Remote sensing, 2022 - mdpi.com
Drought is a recurring natural climatic hazard event over terrestrial land; it poses devastating
threats to human health, the economy, and the environment. Given the increasing climate …

A machine learning model for drought tracking and forecasting using remote precipitation data and a standardized precipitation index from arid regions

M Bouaziz, E Medhioub, E Csaplovisc - Journal of Arid Environments, 2021 - Elsevier
Drought is a catastrophe that impacts agriculture and causes economic and social damage.
An effective monitoring and forecasting system is needed to assess the extent of droughts …

Comparison of GPM IMERG, TMPA 3B42 and PERSIANN-CDR satellite precipitation products over Malaysia

ML Tan, H Santo - Atmospheric Research, 2018 - Elsevier
The launch of the Global Precipitation Measurement (GPM) mission has prompted the
assessment of the newly released satellite precipitation products (SPPs) in different parts of …

Assessment of GPM and TRMM precipitation products over Singapore

ML Tan, Z Duan - Remote Sensing, 2017 - mdpi.com
The evaluation of satellite precipitation products (SPPs) at regional and local scales is
essential in improving satellite-based algorithms and sensors, as well as in providing …

Climate change impacts under CMIP5 RCP scenarios on water resources of the Kelantan River Basin, Malaysia

ML Tan, Z Yusop, VP Chua, NW Chan - Atmospheric Research, 2017 - Elsevier
This study aims to evaluate the potential impacts of climate change on water resources of
the Kelantan River Basin in north-eastern Peninsular Malaysia using the Soil and Water …

Meteorological drought analysis in the Lower Mekong Basin using satellite-based long-term CHIRPS product

H Guo, A Bao, T Liu, F Ndayisaba, D He, A Kurban… - Sustainability, 2017 - mdpi.com
Lower Mekong Basin (LMB) experiences a recurrent drought phenomenon. However, few
studies have focused on drought monitoring in this region due to lack of ground …

How accurately can satellite products (TMPA and IMERG) detect precipitation patterns, extremities, and drought across the Nepalese Himalaya?

S Sharma, N Khadka, K Hamal… - Earth and Space …, 2020 - Wiley Online Library
This study aims to assess the accuracy of two satellite‐based precipitation products
(SBPPs), that is, Tropical Rainfall Measurement Mission (TRMM)‐based Multi‐satellite …

Evaluation of the TRMM product for monitoring drought over Paraíba State, northeastern Brazil: a trend analysis

RM Brasil Neto, CAG Santos, JFCBC Silva… - Scientific Reports, 2021 - nature.com
Droughts are complex natural phenomena that influence society's development in different
aspects; therefore, monitoring their behavior and future trends is a useful task to assist the …

Assessing drought conditions through temporal pattern, spatial characteristic and operational accuracy indicated by SPI and SPEI: case analysis for Peninsular …

KF Fung, YF Huang, CH Koo - Natural Hazards, 2020 - Springer
A strong understanding of severe drought conditions is important for its mitigation and
damage alleviation. Given the Peninsular Malaysia's drought vulnerability and its …

Correcting the bias of daily satellite precipitation estimates in tropical regions using deep neural network

X Yang, S Yang, ML Tan, H Pan, H Zhang, G Wang… - Journal of …, 2022 - Elsevier
The high spatiotemporal variability of rainfall in tropical regions has posed a great challenge
for generating satisfactory satellite precipitation products (SPPs). Most of previous studies …