Differences in extremes and uncertainties in future runoff simulations using SWAT and LSTM for SSP scenarios

YH Song, ES Chung, S Shahid - Science of The Total Environment, 2022 - Elsevier
This study compared the performance of Long Short-Term Memory networks (LSTM) and
Soil Water Assessment Tool (SWAT) in simulating observed runoff and projecting future …

Spatiotemporal differences and uncertainties in projections of precipitation and temperature in South Korea from CMIP6 and CMIP5 general circulation model s

YH Song, ES Chung, S Shahid - International Journal of …, 2021 - Wiley Online Library
This study compared the historical simulations and future projections of precipitation and
temperature of Coupled Model Intercomparison Project (CMIP) 5 and CMIP6 general …

Performance evaluation of CMIP6 global climate models for selecting models for climate projection over Nigeria

MS Shiru, ES Chung - Theoretical and Applied Climatology, 2021 - Springer
This study assessed the performances of 13 global climate models (GCMs) of the CMIP6 in
replicating precipitation and maximum and minimum temperatures over Nigeria during 1984 …

Thermal bioclimatic indicators over Southeast Asia: Present status and future projection using CMIP6

MM Hamed, MS Nashwan, S Shahid, T Ismail… - … Science and Pollution …, 2022 - Springer
Mapping potential changes in bioclimatic characteristics are critical for planning mitigation
goals and climate change adaptation. Assessment of such changes is particularly important …

Projection of hot and cold extremes in the Amu River basin of Central Asia using GCMs CMIP6

O Salehie, T Ismail, MM Hamed, S Shahid… - … Research and Risk …, 2022 - Springer
The extreme temperature has become more frequent and intense due to global warming,
particularly in dry regions, causing devastating impacts on humans and ecosystems. The …

Environmental and socioeconomic impacts of pipeline transport interdiction in Niger Delta, Nigeria

HA Umar, MFA Khanan, C Ogbonnaya, MS Shiru… - Heliyon, 2021 - cell.com
Over the years, pipelines have been the most economic medium for transporting crude oil to
production and distribution facilities in the Niger Delta area of Nigeria. However, damages to …

Projecting spatiotemporal changes of precipitation and temperature in Iraq for different shared socioeconomic pathways with selected Coupled Model Intercomparison …

SA Salman, MM Hamed, S Shahid… - International Journal …, 2022 - eprints.staffs.ac.uk
Changes in precipitation and temperature have crucial implications in the arid region due to
their fragile environment. This study was an attempt to estimate possible spatiotemporal …

Application of relative importance metrics for CMIP6 models selection in projecting basin-scale rainfall over Johor River basin, Malaysia

Z Sa'adi, NE Alias, Z Yusop, Z Iqbal, MR Houmsi… - Science of The Total …, 2024 - Elsevier
The most recent set of General Circulation Models (GCMs) derived from the Coupled Model
Intercomparison Project Phase 6 (CMIP6) was used in this work to analyse the …

Selection of CMIP6 GCM with projection of climate over the Amu Darya River Basin

O Salehie, MM Hamed, T Ismail, TH Tam… - Theoretical and Applied …, 2023 - Springer
The most practical methods to predict climate change are global climate models (GCMs).
This research set out to evaluate the ability of 19 GCMs from the Coupled Model …

A comparative study of TOPSIS‐based GCMs selection and multi‐model ensemble

R Han, Z Li, Y Han, P Huo, Z Li - International Journal of …, 2023 - Wiley Online Library
General circulation models (GCMs) are developed to simulate the past climate and generate
future climate predictions. In the context of global warming, their important roles in identifying …