Submit your paper 
Download Template JOURNAL DETAIL
Future Projections of Precipitation and Temperature in Northeast, Thailand using Bias-Corrected Global Climate Models
Paper Type  |
Contributed Paper |
Title |
Future Projections of Precipitation and Temperature in Northeast, Thailand using Bias-Corrected Global Climate Models |
Author |
Wittanan Tammadid, Ketmanee Nantasom, Wichayaporn Sirksiri, Supika Vanitchung, Chaiwatchara Promjittiphong, Atsamon Limsakul and Phongthep Hanpattanakit |
Email |
phongthep@g.swu.ac.th |
|
Abstract: The increase in anthropogenic greenhouse gases (GHGs) has resulted in global climate change, with the Northeast region of Thailand experiencing the highest rate of change. This poses signifi cant risks of drought and its impact on crop yield production. To better understand the potential consequences of climate change and devise suitable adaptation strategies, this study aims to project precipitation and temperature data for Northeast Thailand from 2015 to 2055, using bias-corrected global climate models under Representative Concentration Pathways (RCPs) 4.5 and 8.5. The results showed that the annual precipitation and temperature increased from 2015 to 2055 under both RCPs. The annual average (minimum-maximum) of precipitation from the CanESM, GFDL, MIROC5, NorESM, and ensemble mean from four models under RCP4.5 were 1,238.83 (904.28-1,629.70), 1,227.82 (865.49- 1,721.31), 1,312.78 (876.60-1,616.38), 1,350.21 (985.55-1,625.00), and 1,282.41 (1,088.43-1,461.49) mm and RCP8.5 were 1,267.96 (864.24-1,712.86), 1,222.20 (863.79-1,835.43), 1,294.07 (843.04-1,752.41), 1,353.14 (1,059.50-1,827.23), and 1,284.34 (1,116.55-1,541.63) mm, respectively. While, those of temperature under RCP4.5 were 29.27 (28.15-30.35), 29.59 (27.98-31.20), 29.12 (27.65-30.70), 28.09 (26.96-29.14), and 29.02 (28.08-29.90) °C and RCP8.5 were 29.50 (28.12-31.40), 29.68 (28.23-31.50), 29.11 (27.51-30.26), 28.37 (27.11-29.88), and 29.17 (28.08-30.66) °C, respectively. These fi ndings suggest that the annual precipitation is lower under RCP4.5 compared to RCP8.5, while the temperature shows an increasing trend under both RCPs. Therefore, it is evident that climate change will manifest differently in Northeast Thailand, depending on local contexts and the measures implemented today. Understanding the impacts and risks of future climate change at a local scale and identifying adaptive solutions pose signifi cant challenges for the future. |
|
Article ID |
e2023041 |
Received Date |
2023-02-20 |
Revised Date |
2023-06-13 |
Accepted Date |
2023-07-03 |
Full Text |
Download |
Keyword |
temperature, global climate model, Northeast Thailand, precipitation |
Volume |
Vol.50 No.4 (July 2023) |
DOI |
https://doi.org/10.12982/CMJS.2023.041 |
Citation |
Tammadid W.,Nantasom K.,Sirksiri W.,Vanitchung S.,Promjittiphong C.,Limsakul A., et al., Future Projections of Precipitation and Temperature in Northeast, Thailand using Bias-Corrected Global Climate Models, Chiang Mai Journal of Science, 2023; 50(4): e2023041. DOI 10.12982/CMJS.2023.041. |
SDGs |
|
| View:1,089 Download:1,002 | |
RELATED ARTICLE
Effect of High Temperature on PGC Migration in an Early Stage of White Shrimp
Article ID: e2025010
Author:Jirakanit Muttaharach and Wilaiwan Chotigeat
Vol.52 No.1 (January 2025) View: 369 Download:124
Article ID: e2025010
Author:Jirakanit Muttaharach and Wilaiwan Chotigeat
Vol.52 No.1 (January 2025) View: 369 Download:124
Thermotolerance and Hydrogen Production Potential of Salt-tolerant Microbial Communities from Salt Fields
Article ID: e2024107
Author:Huy Thanh Vo, Tsuyoshi Imai, Gede Adi Wiguna Sudiartha, Jantima Teeka, Prapaipid Chairattanamanokorn, Alissara Reungsang and Yung-Tse Hung
Vol.51 No.6 (November 2024) View: 428 Download:140
Article ID: e2024107
Author:Huy Thanh Vo, Tsuyoshi Imai, Gede Adi Wiguna Sudiartha, Jantima Teeka, Prapaipid Chairattanamanokorn, Alissara Reungsang and Yung-Tse Hung
Vol.51 No.6 (November 2024) View: 428 Download:140
Rapid Detection of Spoiled Apple Juice Using Electrical Impedance Spectroscopy and Data Augmentation-Based Machine Learning
Article ID: e2024071
Author:Zhenchang Gao, Qing Lin, Qinyu He, Cuihua Liu, Honghao Cai and Hui Ni
Vol.51 No.5 (September 2024) View: 3,987 Download:428
Article ID: e2024071
Author:Zhenchang Gao, Qing Lin, Qinyu He, Cuihua Liu, Honghao Cai and Hui Ni
Vol.51 No.5 (September 2024) View: 3,987 Download:428
Optimal TiO2 Nanoparticles Electron Transporting Layer for Highly Efficient Ambient-atmosphere Fabricated Carbon-based Perovskite Solar Cells
Article ID: e2023072
Author:Warunee Khampa, Woraprom Passatorntaschakorn, Wongsathon Musikpan, Atcharawon Gardchareon, Pipat Ruankham and Duangmanee Wongratanaphisan
Vol.50 No.6 (November 2023) View: 1,261 Download:515
Article ID: e2023072
Author:Warunee Khampa, Woraprom Passatorntaschakorn, Wongsathon Musikpan, Atcharawon Gardchareon, Pipat Ruankham and Duangmanee Wongratanaphisan
Vol.50 No.6 (November 2023) View: 1,261 Download:515
Transcriptome Study of Cold Plasma Treated Pseudomonas aeruginosa
Article ID: e2023014
Author:Kok Jun Liew, Xinhua Zhang†, Xiaohong Cai, Dongdong Ren, Wei Liu, Zhidong Chang and Chun Shiong Chong
Vol.50 No.2 (March 2023) View: 743 Download:442
Article ID: e2023014
Author:Kok Jun Liew, Xinhua Zhang†, Xiaohong Cai, Dongdong Ren, Wei Liu, Zhidong Chang and Chun Shiong Chong
Vol.50 No.2 (March 2023) View: 743 Download:442
Investigation of Welding Process Parameters In Friction Stir Welding of AA1100 Alloy Using Taguchi Technique
page: 1416 - 1427
Author:Sridhar Sivasubramaniam, Thirumalai Ramanathan, Nandhakumar Shanmugham and Karthick Sekar
Vol.49 No.5 (September 2022) View: 1,091 Download:390
page: 1416 - 1427
Author:Sridhar Sivasubramaniam, Thirumalai Ramanathan, Nandhakumar Shanmugham and Karthick Sekar
Vol.49 No.5 (September 2022) View: 1,091 Download:390
Third-type of Strain Aging of GH4720Li Over a Wide Range of Temperatures and Strain Rates
page: 1391 - 1404
Author:Jie Chen, Zhijun Wang, Haifeng Zhang, Qingxiang Yang, Hongtao Zhang and Ruodai Zhai
Vol.49 No.5 (September 2022) View: 1,274 Download:333
page: 1391 - 1404
Author:Jie Chen, Zhijun Wang, Haifeng Zhang, Qingxiang Yang, Hongtao Zhang and Ruodai Zhai
Vol.49 No.5 (September 2022) View: 1,274 Download:333
Enhancement of Superfine Bacterial Nanocellulose Production in Coconut Water at High Temperature by the Adapted Strains of Komagataeibacter oboediens MSKU 3
page: 999 - 1012
Author:Tanawan Sukkasem, Uraiwan Tippayasak, Pornchanok Taweecheep, Duenrut Chonudomkul and Gunjana Theeragool
Vol.49 No.4 (July 2022) View: 1,410 Download:380
page: 999 - 1012
Author:Tanawan Sukkasem, Uraiwan Tippayasak, Pornchanok Taweecheep, Duenrut Chonudomkul and Gunjana Theeragool
Vol.49 No.4 (July 2022) View: 1,410 Download:380
Temperature Dependence on Mechanical, Dielectric, and Electric Field-Induced Strain Properties of Lead-Free BNST Ceramics
page: 39 - 54
Author:Kamonporn Saenkam, Pharatree Jaita, Parkpoom Jarupoom, Chamnan Randorn, Komsanti Chokethawai, Gobwute Rujijanagul and Tawee Tunkasiri
Vol.49 No.1 (Special Issue I : Jan 2022) View: 1,399 Download:326
page: 39 - 54
Author:Kamonporn Saenkam, Pharatree Jaita, Parkpoom Jarupoom, Chamnan Randorn, Komsanti Chokethawai, Gobwute Rujijanagul and Tawee Tunkasiri
Vol.49 No.1 (Special Issue I : Jan 2022) View: 1,399 Download:326
SDGs:
BMP-2 Incorporation into 3D Printed Porous Hydroxyapatite by Rapid Biomimetic Co-Precipitation Technique Using Accelerated Calcium Phosphate Solution
page: 723 - 737
Author:Faungchat Thammarakcharoen and Jintamai Suwanprateeb*
Vol.47 No.4 (Special Issue II : July 2020) View: 776 Download:407
page: 723 - 737
Author:Faungchat Thammarakcharoen and Jintamai Suwanprateeb*
Vol.47 No.4 (Special Issue II : July 2020) View: 776 Download:407
Phase Transformation Temperature Behaviour of NiTi Alloys with Varied Ni Contents Prepared by Micro MetalInjection Moulding
page: 297 - 303
Author:Phanuphak Seensattayawong, Makiko Tange, Sukrit Songkue and Anchalee Manonukul
Vol.47 No.2 (Special Issue I : March 2020) View: 886 Download:597
page: 297 - 303
Author:Phanuphak Seensattayawong, Makiko Tange, Sukrit Songkue and Anchalee Manonukul
Vol.47 No.2 (Special Issue I : March 2020) View: 886 Download:597
CO2 Uptake and Water Use Efficiency in Field Grown Azadirachta siamensis and Pterocarpus macrocarpus in Early and Late Winter
page: 113 - 121
Author:Sureeporn Kerdkankaew*, Jesada Luangjame and Pojanie Khummongkol
Vol.30 No.2 (AUGUST 2003) View: 754 Download:306
page: 113 - 121
Author:Sureeporn Kerdkankaew*, Jesada Luangjame and Pojanie Khummongkol
Vol.30 No.2 (AUGUST 2003) View: 754 Download:306
Effects of Storage Temperature and Time on the Glycemic Response of White Rice
page: 1439 - 1448
Author:Chiao Hsin Yang and Jenshinn Lin*
Vol.45 No.3 (May 2018) View: 703 Download:491
page: 1439 - 1448
Author:Chiao Hsin Yang and Jenshinn Lin*
Vol.45 No.3 (May 2018) View: 703 Download:491
Kinetic Study of Ibuprofen Release from a pH- and Temperature-sensitive Hydrogel, Based on Poly(styrene-alt-maleic anhydride) Copolymer
page: 224 - 236
Author:Morteza Bahram, Fariba Hoseinpour, Naimeh Mohseni and Peyman Najafi-Moghaddam
Vol.44 No.1 (JANUARY 2017) View: 695 Download:501
page: 224 - 236
Author:Morteza Bahram, Fariba Hoseinpour, Naimeh Mohseni and Peyman Najafi-Moghaddam
Vol.44 No.1 (JANUARY 2017) View: 695 Download:501
Effect of Temperature on Schizophyllum commune Growth and 4H-pyran-4-one,2,3-dihydro-3, 5-dihydroxy-6-methyl- Production using a Bubble Column Bioreactor
page: 462 - 469
Author:Yi Peng Teoh and Mashitah Mat Don*
Vol.43 No.3 (APRIL 2016) View: 673 Download:309
page: 462 - 469
Author:Yi Peng Teoh and Mashitah Mat Don*
Vol.43 No.3 (APRIL 2016) View: 673 Download:309
Effects of high temperature on Carotenoid Accumulation and Gene Expression in the Model Green Alga Chlamydomonas reinhardtii
page: 453 - 461
Author:Pornpan Napaumpaiporn and Anchalee Sirikhachornkit*
Vol.43 No.3 (APRIL 2016) View: 713 Download:537
page: 453 - 461
Author:Pornpan Napaumpaiporn and Anchalee Sirikhachornkit*
Vol.43 No.3 (APRIL 2016) View: 713 Download:537
Effect of Heat Treatment on High Temperature Damping Capacity of ZK60 Sheet Produced by Twin-roll Casting and hot-rolling
page: 351 - 357
Author:Chen Hongmei* [a], Liu Zhongming [a], Zang Qianhao [a, b], Yu Xin [a], Zhang Jing [c] and Jin Yunxue [a]
Vol.43 No.2 (SPECIAL ISSUE 1) View: 711 Download:184
page: 351 - 357
Author:Chen Hongmei* [a], Liu Zhongming [a], Zang Qianhao [a, b], Yu Xin [a], Zhang Jing [c] and Jin Yunxue [a]
Vol.43 No.2 (SPECIAL ISSUE 1) View: 711 Download:184
Synthesis and characterization of cubic-like zinc stannate powders prepared by co-precipitation method
page: 345 - 350
Author:Wanichaya Mekprasart, Thanit Tangcharoen, Puritat Nakhanivej and Wisanu Pecharapa
Vol.43 No.2 (SPECIAL ISSUE 1) View: 651 Download:160
page: 345 - 350
Author:Wanichaya Mekprasart, Thanit Tangcharoen, Puritat Nakhanivej and Wisanu Pecharapa
Vol.43 No.2 (SPECIAL ISSUE 1) View: 651 Download:160
Effect of temperature on Schizophyllum commune growth and 4H-pyran-4-one,2,3-dihydro-3,5-dihydroxy-6-methyl- production using a bubble column bioreactor
page: 539 - 548
Author:Yi Peng, Teoh and Mashitah, Mat Don
Vol.42 No.3 (JULY 2015) View: 666 Download:254
page: 539 - 548
Author:Yi Peng, Teoh and Mashitah, Mat Don
Vol.42 No.3 (JULY 2015) View: 666 Download:254
Spectroscopic electron temperature measurement in methane/helium plasma during diamond-like carbon coating
page: 248 - 257
Author:Artit Chingsungnoen , Vittaya Amornkitbamrung
Vol.42 No.1 (JANUARY 2015) View: 1,137 Download:225
page: 248 - 257
Author:Artit Chingsungnoen , Vittaya Amornkitbamrung
Vol.42 No.1 (JANUARY 2015) View: 1,137 Download:225
Enhanced Production of Polysaccharides and Protein Content in Cyanobacterium, Oscillatoria limnetica as a Defense Mechanism Against Low pH and Pb2+
page: 34 - 43
Author:Suneerat Ruangsomboon*
Vol.42 No.1 (JANUARY 2015) View: 1,095 Download:202
page: 34 - 43
Author:Suneerat Ruangsomboon*
Vol.42 No.1 (JANUARY 2015) View: 1,095 Download:202
Culturable Bacterial Community in a High Temperature EBPR Reactor
page: 970 - 980
Author:Ying Hui Ong 1a, Adeline Seak May Chua 2a*, Geok Yuan Annie Tan3b, and Gek Cheng Ngoh 4a
Vol.41 No.5/1 (OCTOBER 2014) View: 723 Download:237
page: 970 - 980
Author:Ying Hui Ong 1a, Adeline Seak May Chua 2a*, Geok Yuan Annie Tan3b, and Gek Cheng Ngoh 4a
Vol.41 No.5/1 (OCTOBER 2014) View: 723 Download:237
Thermal Spraying and Its Applications in Thai Industries
page: 822 - 830
Author:Panadda Sheppard*, Kittichai Ninon, Siriwut Phetsantad, Maetee Khailaihong, et al.
Vol.40 No.5 SPECIAL ISSUE 1 View: 648 Download:299
page: 822 - 830
Author:Panadda Sheppard*, Kittichai Ninon, Siriwut Phetsantad, Maetee Khailaihong, et al.
Vol.40 No.5 SPECIAL ISSUE 1 View: 648 Download:299
Evaluation of Precipitation Simulations over Thailand using a
WRF Regional Climate Model
page: 623 - 638
Author:Chakrit Chotamonsak *[a], Eric P. Salathé Jr. [b], Jiemjai Kreasuwan [c] and Somporn Chantara [a]
Vol.39 No.4 (OCTOBER 2012) View: 696 Download:239
page: 623 - 638
Author:Chakrit Chotamonsak *[a], Eric P. Salathé Jr. [b], Jiemjai Kreasuwan [c] and Somporn Chantara [a]
Vol.39 No.4 (OCTOBER 2012) View: 696 Download:239
Effects of Packaging Types and Storage Temperatures on the Shelf Life of Fresh Rice Noodles under Vacumm Conditions
page: 579 - 589
Author:Pornchai Rachtanapun and Thitima Tangnonthaphat
Vol.38 No.4 (OCTOBER 2011) View: 915 Download:400
page: 579 - 589
Author:Pornchai Rachtanapun and Thitima Tangnonthaphat
Vol.38 No.4 (OCTOBER 2011) View: 915 Download:400
Performance of Giant Freshwater Prawn
(Macrobrachium rosenbergii de Man) Reared in
Earthen Ponds Beneath Plastic Film Shelters
page: 89 - 96
Author:Niwooti Whangchai, Thepparath Ungsethaphand, Chanagun Chitmanat, Kriangsak Mengumphan and Supattra
Vol.34 No.1 (JANUARY 2007) View: 656 Download:241
page: 89 - 96
Author:Niwooti Whangchai, Thepparath Ungsethaphand, Chanagun Chitmanat, Kriangsak Mengumphan and Supattra
Vol.34 No.1 (JANUARY 2007) View: 656 Download:241
Preparation of Nanosilica Powder from Rice Husk
Ash by Precipitation Method
page: 206 - 211
Author:Nittaya Thuadaij and Apinon Nuntiya
Vol.35 No.1 (JANUARY 2008) View: 1,734 Download:363
page: 206 - 211
Author:Nittaya Thuadaij and Apinon Nuntiya
Vol.35 No.1 (JANUARY 2008) View: 1,734 Download:363
Pressure-Temperature Estimates of the
Metamorphosed Sedimentary Rocks on the Eastern
Side of Khao Phai, Immediate West of Ban Choeng
Chai, Wang Pong, Phetchabun Province, Thailand
page: 283 - 293
Author:Yuenyong Panjasawatwong, Boontarika Srithai and Udomporn Wipakul
Vol.35 No.2 (MAY 2008) View: 696 Download:209
page: 283 - 293
Author:Yuenyong Panjasawatwong, Boontarika Srithai and Udomporn Wipakul
Vol.35 No.2 (MAY 2008) View: 696 Download:209
Artificial Neural Networks Parameters Optimization
with Design of Experiments: An Application in
Ferromagnetic Materials Modeling
page: 83 - 91
Author:Wimalin Laosiritaworn, and Nantakarn Chotchaithanakorn
Vol.36 No.1 (JANUARY 2009) View: 703 Download:280
page: 83 - 91
Author:Wimalin Laosiritaworn, and Nantakarn Chotchaithanakorn
Vol.36 No.1 (JANUARY 2009) View: 703 Download:280
Effect of Addition of CuO and Bi2O3 on Low
Temperature Sintering of Pb(Zr,Ti)O3 - PbZn1/3Nb2/3O3-
Pb(Ni1/3Nb2/3)O3 Based Ceramics
page: 50 - 58
Author:Athipong Ngamjarurojana
Vol.36 No.1 (JANUARY 2009) View: 704 Download:268
page: 50 - 58
Author:Athipong Ngamjarurojana
Vol.36 No.1 (JANUARY 2009) View: 704 Download:268
New Positive Temperature Coefficient Effect Based
on Bi2O3+Fe2O3 or ZrO2+MnO2 Material and Used as
Temperature Sensor
page: 109 - 120
Author:Thongchai Panmatarith* [a], Chiraporn Sriprom [a] and Nanthida Sutthirawuth [b]
Vol.32 No.2 (MAY 2005) View: 683 Download:305
page: 109 - 120
Author:Thongchai Panmatarith* [a], Chiraporn Sriprom [a] and Nanthida Sutthirawuth [b]
Vol.32 No.2 (MAY 2005) View: 683 Download:305
Effect of Hardness Test on Precipitation Hardening
Aluminium Alloy 6061-T6
page: 276 - 286
Author:Chee Fai Tan, and Mohamad R. Said
Vol.36 No.3 (SEPTEMBER 2009) View: 1,178 Download:955
page: 276 - 286
Author:Chee Fai Tan, and Mohamad R. Said
Vol.36 No.3 (SEPTEMBER 2009) View: 1,178 Download:955
Characterization of Nitrate Route Synthesized Lead Zirconate Titanate Powders and Ceramics
page: 129 - 140
Author:Suwimon Nualpralaksana and Sukon Phanichphant*
Vol.29 No.3 (DECEMBER 2002) View: 1,096 Download:245
page: 129 - 140
Author:Suwimon Nualpralaksana and Sukon Phanichphant*
Vol.29 No.3 (DECEMBER 2002) View: 1,096 Download:245
Determination of Number Density and Volume Fraction of Copper Precipitates Within Proeutectoid Cementite in High-Carbon Copper-Containing Steels Using Transmission Electron Microscopy
page: 31 - 38
Author:Torranin Chairuangsri [a], Rik M. D. Brydson [b], David V. Edmonds [b]
Vol.28 No.1 (JUNE 2001) View: 786 Download:239
page: 31 - 38
Author:Torranin Chairuangsri [a], Rik M. D. Brydson [b], David V. Edmonds [b]
Vol.28 No.1 (JUNE 2001) View: 786 Download:239
Age Hardening and Precipitation Behavior of an Experimental Cast Al-Mg-Si Alloy Treated by T6 and T6I6 Heat Treatments
page: 269 - 281
Author:Suttawan Imurai, Julatep Kajornchaiyakul, Chachana Thanachayanont, John T.H. Pearce, and Torranin Ch
Vol.37 No.2 (MAY 2010) View: 673 Download:235
page: 269 - 281
Author:Suttawan Imurai, Julatep Kajornchaiyakul, Chachana Thanachayanont, John T.H. Pearce, and Torranin Ch
Vol.37 No.2 (MAY 2010) View: 673 Download:235
Copyrights © Since 2021 All Rights Reserved by Chiang Mai Journal of Science