Projected future changes in mean precipitation over Thailand based on multi-model regional climate simulations of CORDEX Southeast Asia

Fredolin Tangang @ Tajudin Mahmud, Jerasorn Santisirisomboon, Ju Neng Liew, Ester Salimun, Jingxiang Chung, Supari Supari, Faye Cruz, Sheau Tieh Ngai, Thanh Ngo-Duc, Patama Singhruck, Gemma Narisma, Jaruthat Santisirisomboon, Waranyu Wongsaree, Kamphol Promjirapawat, Yod Sukamongkol, Ratchanan Srisawadwong, Damrongrit Setsirichok, Tan Phan-Van, Edvin Aldrian, Dodo Gunawan & 2 others Grigory Nikulin, Hongwei Yang

Research output: Contribution to journalArticle

Abstract

This paper highlights detailed projected changes in rainfall over Thailand for the early (2011–2040), middle (2041–2070) and late (2071–2099) periods of the 21st century under the representative concentration pathways (RCP) 4.5 and RCP 8.5 using the high-resolution multi-model simulations of the Coordinated Regional Climate Downscaling Experiment (CORDEX) Southeast Asia. The ensemble mean is calculated based on seven members consisting of six general circulation models (GCMs) and three regional climate models (RCMs). Generally, the ensemble mean precipitation agrees reasonably well with observations, best represented by the Global Precipitation Climatology Center (GPCC) data, over Thailand during the historical period (1976–2005). However, inter-model variations can be large among ensemble members especially during dry months (December to March) for northern-central-eastern parts, and throughout the year for the southern parts of Thailand. Similarly for future projection periods, inter-model variations in the sign and magnitude of changes exist. The ensemble means of projected changes in rainfall for both RCPs during dry months show distinct contrast between the northern-central-eastern parts and the southern parts of Thailand with generally wetter and drier conditions, respectively. The magnitude of change can be as high as 15% of the historical period, which varies depending on the sub-region, season, projection period, and RCP scenario. In contrast, generally drier conditions are projected during the wet season (June to September) throughout the country for both RCPs where the rainfall reduction can be as high as 10% in some areas. However, the magnitude of projected rainfall changes of some individual models can be much larger than the ensemble means, exceeding 40% in some cases. These projected changes are related to the changes in regional circulations associated with the winter and summer monsoons, which are projected to weaken. The drier (wetter) condition is associated with the enhanced subsidence (rising motion).

Original languageEnglish
JournalInternational Journal of Climatology
DOIs
Publication statusPublished - 1 Jan 2019

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downscaling
regional climate
rainfall
simulation
experiment
precipitation (climatology)
twenty first century
wet season
general circulation model
climate modeling
monsoon
subsidence
Southeast Asia
winter
summer

Keywords

  • CORDEX Southeast Asia
  • future projection
  • precipitation
  • regional climate simulation

ASJC Scopus subject areas

  • Atmospheric Science

Cite this

Projected future changes in mean precipitation over Thailand based on multi-model regional climate simulations of CORDEX Southeast Asia. / Tangang @ Tajudin Mahmud, Fredolin; Santisirisomboon, Jerasorn; Liew, Ju Neng; Salimun, Ester; Chung, Jingxiang; Supari, Supari; Cruz, Faye; Ngai, Sheau Tieh; Ngo-Duc, Thanh; Singhruck, Patama; Narisma, Gemma; Santisirisomboon, Jaruthat; Wongsaree, Waranyu; Promjirapawat, Kamphol; Sukamongkol, Yod; Srisawadwong, Ratchanan; Setsirichok, Damrongrit; Phan-Van, Tan; Aldrian, Edvin; Gunawan, Dodo; Nikulin, Grigory; Yang, Hongwei.

In: International Journal of Climatology, 01.01.2019.

Research output: Contribution to journalArticle

Tangang @ Tajudin Mahmud, F, Santisirisomboon, J, Liew, JN, Salimun, E, Chung, J, Supari, S, Cruz, F, Ngai, ST, Ngo-Duc, T, Singhruck, P, Narisma, G, Santisirisomboon, J, Wongsaree, W, Promjirapawat, K, Sukamongkol, Y, Srisawadwong, R, Setsirichok, D, Phan-Van, T, Aldrian, E, Gunawan, D, Nikulin, G & Yang, H 2019, 'Projected future changes in mean precipitation over Thailand based on multi-model regional climate simulations of CORDEX Southeast Asia', International Journal of Climatology. https://doi.org/10.1002/joc.6163
Tangang @ Tajudin Mahmud, Fredolin ; Santisirisomboon, Jerasorn ; Liew, Ju Neng ; Salimun, Ester ; Chung, Jingxiang ; Supari, Supari ; Cruz, Faye ; Ngai, Sheau Tieh ; Ngo-Duc, Thanh ; Singhruck, Patama ; Narisma, Gemma ; Santisirisomboon, Jaruthat ; Wongsaree, Waranyu ; Promjirapawat, Kamphol ; Sukamongkol, Yod ; Srisawadwong, Ratchanan ; Setsirichok, Damrongrit ; Phan-Van, Tan ; Aldrian, Edvin ; Gunawan, Dodo ; Nikulin, Grigory ; Yang, Hongwei. / Projected future changes in mean precipitation over Thailand based on multi-model regional climate simulations of CORDEX Southeast Asia. In: International Journal of Climatology. 2019.
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AU - Tangang @ Tajudin Mahmud, Fredolin

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AU - Salimun, Ester

AU - Chung, Jingxiang

AU - Supari, Supari

AU - Cruz, Faye

AU - Ngai, Sheau Tieh

AU - Ngo-Duc, Thanh

AU - Singhruck, Patama

AU - Narisma, Gemma

AU - Santisirisomboon, Jaruthat

AU - Wongsaree, Waranyu

AU - Promjirapawat, Kamphol

AU - Sukamongkol, Yod

AU - Srisawadwong, Ratchanan

AU - Setsirichok, Damrongrit

AU - Phan-Van, Tan

AU - Aldrian, Edvin

AU - Gunawan, Dodo

AU - Nikulin, Grigory

AU - Yang, Hongwei

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N2 - This paper highlights detailed projected changes in rainfall over Thailand for the early (2011–2040), middle (2041–2070) and late (2071–2099) periods of the 21st century under the representative concentration pathways (RCP) 4.5 and RCP 8.5 using the high-resolution multi-model simulations of the Coordinated Regional Climate Downscaling Experiment (CORDEX) Southeast Asia. The ensemble mean is calculated based on seven members consisting of six general circulation models (GCMs) and three regional climate models (RCMs). Generally, the ensemble mean precipitation agrees reasonably well with observations, best represented by the Global Precipitation Climatology Center (GPCC) data, over Thailand during the historical period (1976–2005). However, inter-model variations can be large among ensemble members especially during dry months (December to March) for northern-central-eastern parts, and throughout the year for the southern parts of Thailand. Similarly for future projection periods, inter-model variations in the sign and magnitude of changes exist. The ensemble means of projected changes in rainfall for both RCPs during dry months show distinct contrast between the northern-central-eastern parts and the southern parts of Thailand with generally wetter and drier conditions, respectively. The magnitude of change can be as high as 15% of the historical period, which varies depending on the sub-region, season, projection period, and RCP scenario. In contrast, generally drier conditions are projected during the wet season (June to September) throughout the country for both RCPs where the rainfall reduction can be as high as 10% in some areas. However, the magnitude of projected rainfall changes of some individual models can be much larger than the ensemble means, exceeding 40% in some cases. These projected changes are related to the changes in regional circulations associated with the winter and summer monsoons, which are projected to weaken. The drier (wetter) condition is associated with the enhanced subsidence (rising motion).

AB - This paper highlights detailed projected changes in rainfall over Thailand for the early (2011–2040), middle (2041–2070) and late (2071–2099) periods of the 21st century under the representative concentration pathways (RCP) 4.5 and RCP 8.5 using the high-resolution multi-model simulations of the Coordinated Regional Climate Downscaling Experiment (CORDEX) Southeast Asia. The ensemble mean is calculated based on seven members consisting of six general circulation models (GCMs) and three regional climate models (RCMs). Generally, the ensemble mean precipitation agrees reasonably well with observations, best represented by the Global Precipitation Climatology Center (GPCC) data, over Thailand during the historical period (1976–2005). However, inter-model variations can be large among ensemble members especially during dry months (December to March) for northern-central-eastern parts, and throughout the year for the southern parts of Thailand. Similarly for future projection periods, inter-model variations in the sign and magnitude of changes exist. The ensemble means of projected changes in rainfall for both RCPs during dry months show distinct contrast between the northern-central-eastern parts and the southern parts of Thailand with generally wetter and drier conditions, respectively. The magnitude of change can be as high as 15% of the historical period, which varies depending on the sub-region, season, projection period, and RCP scenario. In contrast, generally drier conditions are projected during the wet season (June to September) throughout the country for both RCPs where the rainfall reduction can be as high as 10% in some areas. However, the magnitude of projected rainfall changes of some individual models can be much larger than the ensemble means, exceeding 40% in some cases. These projected changes are related to the changes in regional circulations associated with the winter and summer monsoons, which are projected to weaken. The drier (wetter) condition is associated with the enhanced subsidence (rising motion).

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