Abstract
The frequent occurrence of drought disasters is an important factor restricting regional agricultural and economic development. The existing literature has conducted extensive research on drought risk, drought vulnerability, and drought losses, while less research has been done on the evaluation of drought resistance. This paper establishes the evaluation index system of drought disaster defense ability from five aspects: monitoring and early warning ability, disaster information communication ability, engineering defense ability, economic defense ability, and social defense ability. For the subjective evaluation model that relies too much on expert experience and the objective weighting method that cannot overcome the limitations of random errors of samples, this study builds an evaluation model for regional drought defense capability based on the combined weighting-gray cloud method. In addition, a barrier model was used to identify key factors affecting the resilience of regional agriculture to drought. This study uses Henan Province in China as an example to verify the validity of the model. The results show that the drought disaster defense capability evaluation system established in this paper can better reflect the regional agricultural drought defense capability, and that the evaluation process is objective and scientific. The obstacle analysis shows that the cultivated land area and per capita gross domestic product (GDP) are the most important obstacle factors, of which the average obstacle degree of cultivated land area is 7.428% and the average obstacle degree of per capita GDP is 7.239%. The research results can provide scientific reference for the prevention and control of agricultural drought in local government departments. The government should coordinate the distribution of agricultural water resources and increase the construction of water infrastructure according to the area of arable land.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs12517-022-11126-x/MediaObjects/12517_2022_11126_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs12517-022-11126-x/MediaObjects/12517_2022_11126_Fig2_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs12517-022-11126-x/MediaObjects/12517_2022_11126_Fig3_HTML.png)
Similar content being viewed by others
Data availability
The data used to support the findings of this study are available from the corresponding author upon request.
References
Adger W, Hughes TP, Folke C, Carpenter SR, Rockstrom J (2005) Social-ecological resilience to coastal disasters. Sci 309:1036–1039
Arduino G, Badaoui R, Yasukawa S, Makarigakis A, Pavlova I, Shirai H, Han Q (2017) United Nations Educational, Scientific and Cultural Organization (UNESCO)-UNESCO's Contribution to the Implementation of UNISDR's Global Initiative and ICL. The 4th World Landslide Forum, pp 117–122
Cai H, Chen J, Su H (2012) Fault diagnosis of power transformer based on grey cloud model. Power Syst Protect Control 40:151–155
Chen Q, Liu F, Chen R, Zhao Z, Zhang Y, Cui P, Zheng D (2019) Trends and risk evolution of drought disasters in Tibet region, China. J Geog Sci 29:1859–1875
De Ruiter MC, Couasnon A, van den Homberg MJC, Daniell JE, Gill JC,Ward PJ (2020) Why we can no longer ignore consecutive disasters. Earths Future 8. https://doi.org/10.1029/2019EF001425
Deng JL (1983) Summary of grey system. World Sci 7:1–5
Diakoulaki D, Mavrotas G, Papayannakis L (1995) Determining objective weights in multiple criteria problems - the critic method. Comput Oper Res 22:763–770
Dong T, Chen Z, ** J, Zhou Y, Jiang S (2017) Agricultural drought disaster risk normal cloud model assessment in Anhui Province Huai River Basin. J Northeast Agric Univ 48:42–48
Du J, Sun M (2020) Hierarchical assessment method of transformer condition based on weight-varying grey cloud model. Trans China Electrotech Soc 35:4306–4316
Fei W, Wu J, Shi Y, Chen Q (2020) Construction of disaster prevention capability evaluation framework of urban park system: methodology and its application in China. J Environ Eng Landsc Manag 28:9–19
Forzieri G, Feyen L, Russo S, Vousdoukas M, Alfieri L, Outten S, Migliavacca M, Bianchi A, Rojas R, Cid A (2016) Multi-hazard assessment in Europe under climate change. Clim Change 137:105–119
Gao YQ, Chen HY, **ao X (2017) Evaluation of management modernization of large and medium-sized sluices based on cloud theory. J Econ Water Resour 35:63–68
Guo YJ (2007) Comprehensive evaluation theory, method and application. Science Press, Bei**g
Huang B, Lei J, Ren F, Chen Y, Zhao Q, Li S, Lin Y (2020a) Contribution and obstacle analysis of applying BIM in promoting green buildings. J Clean Prod 278:123946
Huang J, Zhuo W, Li Y, Huang R, Sedano F, Su W, Dong J, Tian L, Huang Y, Zhu D, Zhang X (2020b) Comparison of three remotely sensed drought indices for assessing the impact of drought on winter wheat yield. Int J Digital Earth 13:504–526
Jha K, Doshi A, Patel P, Shah M (2019) A comprehensive review on automation in agriculture using artificial intelligence. Artif Intell 2:1–12
Jiang L, Zhu J, Nanehkaran YA (2022) A study on bilateral matching of team-science talents in new R&D institutions based on grey correlation-cloud model. J Intell Fuzzy Syst 43:813–840
** L, Zhang X, Chen P, Gu S, Chen L, Shi H, Zhang L (2022) Study on evaluation model of school wind disater risk under the influence of typhoon. J Catastrophol 37:54–59+78
Kang S (2018) Research on real-time assessment method for emergency defense capability of major meteorological disasters. J Catastrophol 33:180–183
Kong D, Chen H (2020) An analysis of spatial-temporal characteristics and influencing factors for China’s crop and cropland suffered natural disaster in recent 40 years. Resour Environ Yangtze Basin 29:1236–1246
Kong F (2020) Re-discussion on the basic definition and characteristics of disaster defense capability. J Catastrophol 35:6–10
Kong F (2021) Third discussion on the basic definition and characteristics of disaster defense capability. J Catastrophol 36(69–75):99
Kong F, Lu L, Wang P, Yan X, Wang Y (2018) Basic definition and characteristics of disaster defense capability. J Catastrophol 33:1–4
Kong F, Xue L, Qiao FX (2019) Summary and prospect of comprehensive meteorological disaster prevention and reduction in China in the new era. J Capital Norm Univ 40:67–72
Kovach RP, Dunham JB, Al-Chokhachy R, Snyder CD, Letcher BH, Young JA, Beever EA, Pederson GT, Lynch AJ, Hitt NP, Konrad CP, Jaeger KL, Rea AH, Sepulveda AJ, Lambert PM, Stoker J, Giersch JJ, Muhlfeld CC (2019) An integrated framework for ecological drought across riverscapes of North America. Biosci 69:418–431
Li D, Liu C, Du Y, Han X (2004) Artificial intelligence with uncertainty. J Softw 15:1583–1594
Li N (2017) Theoretical and empirical research on evaluation of meteorological disaster defense ability. Science Press, Bei**g
Li Y, Dong Y, Yin D, Liu D, Wang P, Huang J, Liu Z, Wang H (2020) Evaluation of drought monitoring effect of winter wheat in Henan province of China based on multi-source data. Sustain 12:2801
Liu G, **e C, He T, Liu G (2019) Agricultural drought monitoring model constructing based on multi-source data. J Geo-Inform Sci 21:1811–1822
Liu X, Guo P, Tan Q, Zhang F, Huang Y, Wang Y (2021) Drought disaster risk management based on optimal allocation of water resources. Nat Hazards 108:285–308
Luo D, Ye L, Sun D (2020) Risk evaluation of agricultural drought disaster using a grey cloud clustering model in Henan province, China. Int J Disaster Risk Reduct 49:101759
Lutz R, Patterson-Hine A, Nelson S, Frost CR, Tal D, Harris R (2007) Using obstacle analysis to identify contingency requirements on an unpiloted aerial vehicle. Requirements Eng 12:41–54
Lv H, Guan X, Meng Y (2020) Comprehensive evaluation of urban flood-bearing risks based on combined compound fuzzy matter-element and entropy weight model. Nat Hazards 103:1823–1841
Ma M-Z, Fan H-M, Zhang E-Y (2018) Cruise homeport location selection evaluation based on grey-cloud clustering model. Curr Issue Tour 21:328–354
Meng L, Wang C, Zhang J (2016) Heat injury risk assessment for single-crop** rice in the middle and lower reaches of the Yangtze River under climate change. J Meteorol Res 30:426–443
Organization W (2008) Capacity assessment of national meteorological and hydrological services in support of disaster risk reduction-analysis of the 2006 WMO disaster risk reduction country level survey World Meteorological Organization. North China Geology 31:321–326
Peng YC (2018) Study on the effectiveness evaluation of the typhoon disaster prevention in “weimasun”. Jilin Water Resour 433:22–25
Sellnow TL (2009) Effective risk communication: a message-centered approach Springer Science and Business Media. LLC
Sun R, Gong Z, Gao G, Shah AA (2020) Comparative analysis of multi-criteria decision-making methods for flood disaster risk in the Yangtze River Delta. Int J Disaster Risk Reduct 51:101768
Sun S, Yang X, Zhang Z, Zhao J, Liu Z (2021) Impacts of different grades of drought on winter wheat yield in North China plain. Trans Chin Soc Agric Eng 37:69–78
Sun X, Zhang J, Han G, Wang M (2019) Application of a grey cloud model in the identification of defects in bolt anchorage. Insight 61:465–471
Tang C (2020) Extrem climate engineering geology: soil engineering properties response to drought climate and measures for disaster mitigation. Chin Sci Bull 65:3009–3027
Van L, Anne F (2015) Hydrological drought explained. Wiley Interdiscip Rev-Water 2:359–392
Van LA, Letier E (2000) Handling obstacles in goal-oriented requirements engineering. IEEE Trans Software Eng 26:978–1005
Wang H, Feng Y (2006) Ablation model based on the improved gray cloud and its applicant in the gray decision. J Nat Sci Heilongjiang Univ 23:740–745
Wang J, Zhu X, Liu X, Pan Y (2018) Research on agriculture drought monitoring method of Henan Province with multi-sources data. Remote Sens Land Resour 30:180–186
Wang K,Song HZ (2003) Comparative analysis of three objective weighting methods. J Tech Econ Manag 5:48–49
Wang S, Hu Q, Bai Y, Guo C, Ma Y (2019) Effectiveness evaluation of equipment maintenance support system based on asymmetric grey cloud model. Acta Armamentarii 40:1277–1286
Wang T, Yang L, Wu S, Gao J, Wei B (2020) Quantitative assessment of natural disaster co** capacity: an application for typhoons. Sustain 12:5494
Wang X (2009) Inspiring effects of the National Environmental Policy Act of the USA upon improvement of China’s environmental protection law regime. Modern Law Sci 31:177–186
Wang Y, Fang X, Yin S, Chen W (2020b) Low-carbon development quality of cities in China: evaluation and obstacle analysis. Sustain Cities Soc 64:102553
Wang Y, Zhang X, Yan J (2013) Weight-varying gray cloud model based comprehensive evaluation on technical performance of overall grid-integration of wind farm. Power Syst Technol 37:3546–3551
Wilhite DA, Buchanan SM (2005) Drought as hazard: Understanding the natural and social context. J Appl Meteorol 44:709–714
Wu J, Zhou L, Mo X, Zhou H, Zhang J, Jia R (2015) Drought monitoring and analysis in China based on the integrated surface drought index (ISDI). Int J Appl Earth Obs Geoinf 41:23–33
Wu Y, Liu F, Deng Z, He J, Ke Y (2021) A comprehensive obstacle analysis framework on dispersed wind power: a case of China. J Clean Product 297:126684
Wu Y, Liu F, He J, Wu M, Ke Y (2021) Obstacle identification, analysis and solutions of hydrogen fuel cell vehicles for application in China under the carbon neutrality target. Energy Policy 159:112643
**a X, Zhu X, Pan Y, Zhang J (2016) Study on real-time risk monitoring of crop drought disaster taking the drought of Henan Province in 2014 as an example. J Nat Disasters 25:28–36
Xu H, Xu K, Yang Y (2021) Risk assessment model of agricultural drought disaster based on grey matter-element analysis theory. Nat Hazards 107:2693–2707
Yang HM, Fu P (2005) Application of fuzzy comprehension evaluation based on entropy weight. Journal of North China Electric Power Univ 106:106–109
Yohe G, Tol RSJ (2002) Indicators for social and economic co** capacity - moving toward a working definition of adaptive capacity. Glob Environ Change-Human Policy Dimensions 12:25–40
Yu H, Li L, Liu Y, Li J (2019) Construction of comprehensive drought monitoring model in **g-**-Ji region based on multisource remote sensing data. Water 11:1077
Yuan W, Liu Y, Fu L, Gao Q (2020) Research and application of estiation model of flash flood warning index based on disaster prevention ability. Water Resour Power 38:66–70
Yuan X, Tang B, Wei Y, Liang X, Yu H, ** J (2015) China’s regional drought risk under climate change: a two-stage process assessment approach. Nat Hazards 76:667–684
Zhang D, Luo D (2022) Evaluation of regional agricultural drought vulnerability based on unbiased generalized grey relational closeness degree. Grey Syst-Theory App 12:839
Zhang J, Liu J, ** J (2019) Understanding and thinking of smart water conservancy. Hydro-Science and Engineering 178:1–7
Zhang Y, Qu H, Yang X, Wang M, Qin N, Zou Y (2020) Crop** system optimization for drought prevention and disaster reduction with a risk assessment model in Sichuan Province. Glob Ecol Conserv 23:e01095
Zhang Z, Xu W, Shi Z, Qin Q (2021) Establishment of a comprehensive drought monitoring index based on multisource remote sensing data and agricultural drought monitoring. Ieee J Selected Topics Appl Earth Observ Remote Sens 14:2113–2126
Acknowledgements
The authors acknowledge with gratitude the National Natural Science Foundation of China (No. 71271086 and No. 51979106) and the Postgraduate Innovative Project of North China University of Water Resources and Electric Power (No. YK2020-29). This study would not have been possible without their financial support.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no competing interests.
Additional information
Responsible Editor: Zhihua Zhang
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Luo, D., Hao, H. & Zhu, H. Evaluation of regional drought disaster prevention ability and obstacle analysis. Arab J Geosci 16, 150 (2023). https://doi.org/10.1007/s12517-022-11126-x
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s12517-022-11126-x