Impact of climate change on land use and relationship with land surface temperature: representative case study in Iraq

IF 2.3 4区 地球科学
Bassim Mohammed Hashim, Amer Naji Ahmed Alnaemi, Maitham Abdulla Sultan, Esam Abd Alraheem, Suhair Abdulsattar Abduljabbar, Bijay Halder, Shamsuddin Shahid, Zaher Mundher Yaseen
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Abstract

Iraq is one of the five countries most affected by high temperatures, low precipitation, drought, and desertification hazards. In this research, Landsat 5 Thematic Mapper (TM) and Landsat 8 Operational Land Imager/Thermal Infrared Sensor (OLI/TIRS) images of Basra, southern Iraq, were used from 1986 to 2021. The relationships between Land Surface Temperature (LST), Normalized Difference Vegetation Index, and Normalized Difference Built-up Index were examined to determine the impacts of LST on Land Use/Land Cover (LULC) changes and to estimate future changes under projected temperature and precipitation scenarios for Representative Concentration Pathways (RCP4.5 and RCP8.5) scenarios from 2010 to 2091. The results indicated significant changes in different LULC categories in Basra from 1986 to 2021. Orchards and swampy areas (especially in Hawiza, Msahab, and Salal marshes) decreased by 45%, mostly converting to built-up or barren areas. The sand area increased by 15.6%. The built-up area increased rapidly from 1217 to 1371 km2, a 12.7% increase. Most of the built-up and barren areas in the north, center, and south of Basra province recorded LST values less than 50 °C, especially in gas-flaring areas in petroleum locations. The overall accuracy of LULC was 90% in 1986 and 88% in 2021, while the kappa coefficients were 0.797 in 1986 and 0.848 in 2021. Based on RCP4.5 and RCP8.5 scenarios, the values of the temperature increase in both scenarios by 1.7 °C in 2050 and 2.2 °C in 2091 in Basra. Due to Basra's significance to Iraq’s economy, society, and politics, the findings of this study will be helpful to city planners and decision-makers in future development of Basra province.

气候变化对土地利用的影响及其与地表温度的关系:伊拉克代表性案例研究
伊拉克是受高温、少降水、干旱和荒漠化灾害影响最严重的五个国家之一。在本研究中,使用了1986 - 2021年伊拉克南部巴士拉的Landsat 5专题成像仪(TM)和Landsat 8操作陆地成像仪/热红外传感器(OLI/TIRS)图像。为了确定地表温度对土地利用/土地覆盖(LULC)变化的影响,并估算2010 - 2091年代表性浓度路径(RCP4.5和RCP8.5)在预估温度和降水情景下的未来变化,研究了地表温度(LST)、归一化植被指数(Normalized Difference Vegetation Index)和归一化建筑指数(Normalized Difference build -up Index)的关系。结果表明,1986年至2021年巴士拉不同LULC类别发生了显著变化。果园和沼泽地区(特别是在Hawiza, Msahab和Salal沼泽)减少了45%,大部分变成了建筑或贫瘠的地区。沙区面积增加15.6%。建成区面积从1217 km2迅速增加到1371 km2,增长12.7%。Basra省北部、中部和南部的大部分建成区和贫瘠地区的LST值低于50°C,特别是在含油气地区的天然气燃除区。1986年和2021年LULC的总体精度分别为90%和88%,kappa系数分别为0.797和0.848。基于RCP4.5和RCP8.5情景,两种情景下巴士拉2050年和2091年的温升分别为1.7°C和2.2°C。鉴于巴士拉对伊拉克经济、社会和政治的重要性,本研究的结果将有助于巴士拉省未来发展的城市规划者和决策者。
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来源期刊
Acta Geophysica
Acta Geophysica GEOCHEMISTRY & GEOPHYSICS-
CiteScore
3.80
自引率
13.00%
发文量
251
期刊介绍: Acta Geophysica is open to all kinds of manuscripts including research and review articles, short communications, comments to published papers, letters to the Editor as well as book reviews. Some of the issues are fully devoted to particular topics; we do encourage proposals for such topical issues. We accept submissions from scientists world-wide, offering high scientific and editorial standard and comprehensive treatment of the discussed topics.
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