An integrated package for drought monitoring, prediction and analysis to aid drought modeling and assessment

被引:68
|
作者
Hao, Zengchao [1 ]
Hao, Fanghua [1 ]
Singh, Vijay P. [2 ]
Ouyang, Wei [1 ]
Cheng, Hongguang [1 ]
机构
[1] Beijing Normal Univ, Sch Environm, Green Dev Inst, Beijing 100875, Peoples R China
[2] Texas A&M Univ, Zachry Dept Civil Engn, Dept Biol & Agr Engn, College Stn, TX 77843 USA
基金
中国国家自然科学基金;
关键词
Drought monitoring; Drought prediction; Drought analysis; Drought early warning; Extremes; GLOBAL METEOROLOGICAL DROUGHT; SEASONAL PREDICTION; RETURN PERIOD; PLOTTING POSITIONS; FREQUENCY-ANALYSIS; FORECAST SYSTEM; INDICATORS; INDEX; PRECIPITATION; DISTRIBUTIONS;
D O I
10.1016/j.envsoft.2017.02.008
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Due to severe drought events and disastrous impacts in recent decades, substantial efforts have been devoted recently to drought monitoring, prediction and risk analysis for aiding drought preparedness plans and mitigation measures. Providing an overview of these aspects of drought research, this study presents an integrated R package and illustrates a wide range of its applications for drought modeling and assessment based on univariate and multivariate drought indices for both operational and research purposes. The package also includes statistical prediction of drought in a probabilistic manner based,on multiple drought indicators, which serves as a baseline for drought prediction. The univariate and multivariate drought risk analysis of drought properties and indices is also presented. Finally, potential extensions of this package are also discussed. The package is provided freely to public to aid drought early warning and management. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:199 / 209
页数:11
相关论文
共 50 条
  • [1] Integrated Drought Index (IDI) for Drought Monitoring and Assessment in India
    Shah, Deep
    Mishra, Vimal
    WATER RESOURCES RESEARCH, 2020, 56 (02)
  • [2] Global integrated drought monitoring and prediction system
    Hao, Zengchao
    AghaKouchak, Amir
    Nakhjiri, Navid
    Farahmand, Alireza
    SCIENTIFIC DATA, 2014, 1 : 140001
  • [3] Global integrated drought monitoring and prediction system
    Zengchao Hao
    Amir AghaKouchak
    Navid Nakhjiri
    Alireza Farahmand
    Scientific Data, 1
  • [4] Drought monitoring and analysis in China based on the Integrated Surface Drought Index (ISDI)
    Wu, Jianjun
    Zhou, Lei
    Mo, Xinyu
    Zhou, Hongkui
    Zhang, Jie
    Jia, Ruijing
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2015, 41 : 23 - 33
  • [5] The role of integrated drought monitoring in drought mitigation planning
    Svoboda, MD
    Hayes, MJ
    Wilhite, DA
    ANNALS OF ARID ZONE, 2001, 40 (01) : 1 - 11
  • [6] Scientometric Analysis-based Review of Drought Indices for Assessment and Monitoring of Drought
    Mohan, Kamalanandhini
    GEOGRAPHICA PANNONICA, 2023, 27 (02): : 104 - 118
  • [7] INTEGRATED SYSTEM FOR MONITORING AND DROUGHT RISK ANALYSIS IN ROMANIA
    Poenaru, Violeta Domnica
    Savin, Elena
    Mihailescu, Denis
    Badea, Alexandru
    Burghila, Daniela
    ANNALS OF DAAAM FOR 2009 & PROCEEDINGS OF THE 20TH INTERNATIONAL DAAAM SYMPOSIUM, 2009, 20 : 1693 - +
  • [8] Agricultural drought : Assessment & monitoring
    Sai, M. V. R. Sesha
    Murthy, C. S.
    Chandrasekar, K.
    Jeyaseelan, A. T.
    Diwakar, P. G.
    Dadhwal, V. K.
    MAUSAM, 2016, 67 (01): : 131 - 142
  • [9] INTEGRATED SURFACE DROUGHT INDEX (ISDI) APPLICATION IN CHINA FOR DROUGHT MONITORING
    Zhou, Lei
    Fu, Jiayun
    Wu, Jianjun
    Han, Xinyi
    Chen, Qiang
    Du, Mingyi
    Jing, Changfeng
    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 7775 - 7778
  • [10] Intercomparison of meteorological drought indices for drought assessment and monitoring in Greece
    Loukas, A.
    Vasiliades, L.
    Dalezios, N. R.
    Proceedings of the 8th International Conference on Environmental Science and Technology, Vol B, Poster Presentations, 2003, : 484 - 491