Improving drought mitigation strategies and disaster risk reduction through MODIS and TRMM-based data in relation to climate change over Pakistan

被引:12
|
作者
Ali, Shahzad [1 ,2 ]
Basit, Abdul [3 ]
Makanda, Tyan Alice [1 ]
Inamullah, Fahim Ullah [2 ]
Khan, Fahim Ullah [2 ]
Sajid, Muhammad [2 ]
Riaz, Tamseela [2 ]
Abbasi, Hira Farooq [2 ]
Manzoor [4 ]
Sohail, Amir [5 ]
机构
[1] Zhejiang Normal Univ, Coll Chem & Life Sci, Jinhua 321004, Peoples R China
[2] Hazara Univ, Dept Agr, Mansehra 21120, Pakistan
[3] Univ Peshawar, Dept Comp Sci, Peshawar 25000, Pakistan
[4] Chinese Acad Agr Sci, Tea Res Inst, Hangzhou 310008, Peoples R China
[5] Chinese Acad Agr Sci, Rice Res Inst, Hangzhou 310008, Peoples R China
基金
中国博士后科学基金;
关键词
Mitigation drought; Climate change; Vegetative dynamics; CWSI; Heat map analysis; SPATIOTEMPORAL VARIATION; VEGETATION; INDEX; IMPACTS; COVER; PRECIPITATION; AFRICA; TRENDS; GRAIN;
D O I
10.1007/s11356-023-25138-x
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Drought is an extreme climatic event that mostly occurs as a result of low rainfall, which leads to lack of water in various agro-ecological conditions of Pakistan. The condition could be further exacerbated by the prevailing dry weather. Therefore, accurate, timely, and efficient drought monitoring is crucial to ensure that its adverse effects are mitigated. In this study, Moderate Resolution Imaging Spectroradiometer (MODIS) and TRMM-based data were used together with remote sensing techniques to improve drought mitigation and disaster risk reduction strategies. In order to monitor drought mitigation and disaster risk reduction strategies in Pakistan, the crop water stress index (CWSI), vegetation condition index (VCI), normalized vegetation supply water index (NVSWI), vegetation health index (VHI), and temperature vegetation drought index (TVDI) were chosen as the instrument. Due to low rainfall and significantly low vegetation, CWSI, NDVI, TVDI, and VHI are useful in characterizing drought mitigation strategies in Pakistan. Monthly NDVI, NAP, NVSWI, TVDI, VCI, and VHI values and heat map analysis show that Pakistan suffered from drought in years 2001, 2002, and 2006. Seasonal CWSI, NDVI, VHI, and TVDI confirmed that Pakistan was affected by severe drought in 2001, which continued and led to severe drought in 2002 and 2006. We generate spatial correlation coefficients between NDVI and NVSWI, VCI, and VHI, and NVSWI and VCI and VHI, while the VCI and VHI values are significantly positively correlated. CWSI, NDVI, VHI, and TVDI show positive signs of effective climate change drought mitigation and disaster risk reduction strategies in Pakistan. Thus, these drought indices have been confirmed to be a complete drought monitoring indicator and reduce the risk of drought in Pakistan.
引用
收藏
页码:40563 / 40575
页数:13
相关论文
共 5 条
  • [1] Improving drought mitigation strategies and disaster risk reduction through MODIS and TRMM-based data in relation to climate change over Pakistan
    Shahzad Ali
    Abdul Basit
    Tyan Alice Makanda
    Fahim Ullah Inamullah
    Muhammad Khan
    Tamseela Sajid
    Hira Farooq Riaz
    Amir Abbasi
    Environmental Science and Pollution Research, 2023, 30 : 40563 - 40575
  • [2] Characterization of drought monitoring events through MODIS- and TRMM-based DSI and TVDI over South Asia during 2001–2017
    Shahzad Ali
    Deming Tong
    Zhen Tian Xu
    Malak Henchiri
    Kalisa Wilson
    Shi Siqi
    Jiahua Zhang
    Environmental Science and Pollution Research, 2019, 26 : 33568 - 33581
  • [3] Characterization of drought monitoring events through MODIS-and TRMM-based DSI and TVDI over South Asia during 2001-2017
    Ali, Shahzad
    Tong, Deming
    Xu, Zhen Tian
    Henchiri, Malak
    Wilson, Kalisa
    Shi Siqi
    Zhang, Jiahua
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2019, 26 (32) : 33568 - 33581
  • [4] Improving Coherence between Climate Change Adaptation and Disaster Risk Reduction through Formal and Informal International Lawmaking
    Natoli, Tommaso
    JOURNAL OF INTERNATIONAL HUMANITARIAN LEGAL STUDIES, 2022, 13 (01) : 78 - 109
  • [5] Navigating nature's complexities through Terra MODIS information and downscaled regional climate model: Mainstreaming space-based information for drought disaster risk management
    Orimoloye, Israel R.
    Belle, Johanes A.
    Olusola, Adeyemi O.
    Ololade, Olusola O.
    PHYSICS AND CHEMISTRY OF THE EARTH, 2022, 126