Analysis of Climate Change Scenarios Using the LARS-WG 8 Model Based on Precipitation and Temperature Trends

被引:0
|
作者
Hadi, Saad H. [1 ]
Alwan, Husam H. [1 ]
Al-Mohammed, Fadhil M. [2 ]
机构
[1] Univ Kerbala, Coll Engn, Dept Civil Engn, Kerbala 56001, Iraq
[2] Al Furat Al Awsat Tech Univ, Kerbala 56001, Iraq
来源
CIVIL ENGINEERING JOURNAL-TEHRAN | 2024年 / 10卷 / 12期
关键词
Climate Change; GCM Models; LARS-WG; 8; Mann-Kendall Test; Precipitation; Southern Iraq; Temperatures; CHANGE IMPACTS;
D O I
10.28991/CEJ-2024-010-12-014
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Global food production and water distribution are at risk due to increasing temperatures and changing precipitation trends. The main objective of the study was to analyze the climate trend and future projections in seven stations in southern Iraq. The period (1981-2020) was designated as a base period. The periods (2021-2040) and (2041-2060) were defined as the future two periods. The Mann-Kendall trend test was employed to assess trends utilizing XLSTAT. The study employed the most recent version of the LARS-WG 8 model to forecast climate change by using three GCMs (ACCES-ESM1-5, HadGEM3-GC31-LL, and MRI-ESM2-0). These simulations are based on two scenarios (SSP-245 and SSP-585). The statistical indicators provided support for the outcomes of model calibration and validation, demonstrating its competence and reliability. The results of this analysis indicate that there is a non-significant increase in precipitation and a considerable increase in both maximum and minimum temperatures during the period (1981-2060). The downscaled result reveals an increase in monsoon precipitation in the range of 2.233-2.831 mm under SSP-245 and SSP-585, respectively, compared with the base periods 1981-2020 during the Near Future and 1.988-2.543 mm during the mid-future. Also, annual maximum/minimum temperature increases in the range of (1.156-1.549 degrees C) and (1.486-1.770 degrees C) during the Near Future. (2.095-2.892 degrees C) and (1.486-1.770 degrees C) during the mid-future, respectively, for SSP-245 and SSP-585. These outcomes can enhance understanding to develop strategies for mitigating and adapting to these impacts.
引用
收藏
页码:4019 / 4042
页数:24
相关论文
共 50 条
  • [21] Climate change scenarios for Angola: an analysis of precipitation and temperature projections using four RCMs
    Carvalho, S. C. P.
    Santos, F. D.
    Pulquerio, M.
    INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2017, 37 (08) : 3398 - 3412
  • [22] Future Climate Change Scenario at Hot Semi-arid Climate of Ahmedabad (23.04 degrees N, 72.38 degrees E), India Based on Statistical Downscaling by LARS-WG Model
    Sarkar, Jayanta
    Chicholikar, J. R.
    ASIAN JOURNAL OF WATER ENVIRONMENT AND POLLUTION, 2016, 13 (01) : 35 - 42
  • [23] Climate change scenarios for temperature and precipitation in Aragon (Spain)
    Ribalaygua, Jaime
    Rosa Pino, Ma
    Portoles, Javier
    Roldan, Esther
    Gaitan, Emma
    Chinarro, David
    Torres, Luis
    SCIENCE OF THE TOTAL ENVIRONMENT, 2013, 463 : 1015 - 1030
  • [24] Functional data analysis of models for predicting temperature and precipitation under climate change scenarios
    Ghumman, Abdul Razzaq
    Ateeq-ur-Rauf
    Haider, Husnain
    Shafiquzamman, Md.
    JOURNAL OF WATER AND CLIMATE CHANGE, 2020, 11 (04) : 1748 - 1765
  • [25] Spatial and temporal trends of climate change in the Kandy district of Sri Lanka based on precipitation and temperature
    Nagamuthu, Piratheeparajah
    Sivakumar, Dhanushika
    GEOGRAFIA-MALAYSIAN JOURNAL OF SOCIETY & SPACE, 2024, 20 (02): : 24 - 52
  • [26] River Flow Modeling in Semi-Arid and Humid Regions Using an Integrated Method Based on LARS-WG and LSTM Models
    Roushangar, Kiyoumars
    Abdelzad, Sadegh
    WATER RESOURCES MANAGEMENT, 2023, 37 (10) : 3813 - 3831
  • [27] Trends in the Climate Change of Surface Temperature using Structural Time Series Model
    Lee, Jeong-Hyeong
    Sohn, Keon-Tae
    ATMOSPHERE-KOREA, 2008, 18 (03): : 199 - 206
  • [28] River Flow Modeling in Semi-Arid and Humid Regions Using an Integrated Method Based on LARS-WG and LSTM Models
    Kiyoumars Roushangar
    Sadegh Abdelzad
    Water Resources Management, 2023, 37 : 3813 - 3831
  • [29] Statistical downscaling of future temperature and precipitation projections in Iraq under climate change scenarios
    Hashim, Bassim Mohammed
    Alnaemi, Amer Naji Ahmed
    Hussain, Basim A.
    Abduljabbar, Suhair A.
    Doost, Ziaul Haq
    Yaseen, Zaher Mundher
    PHYSICS AND CHEMISTRY OF THE EARTH, 2024, 135
  • [30] Climate change scenarios for Tibetan Plateau summer precipitation based on canonical correlation analysis
    Chen, Xiaoyang
    You, Qinglong
    Sielmann, Frank
    Ruan, Neng
    INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2017, 37 (03) : 1310 - 1321