A Copula-Based Multivariate Probability Analysis for Flash Flood Risk under the Compound Effect of Soil Moisture and Rainfall

Springer Science and Business Media LLC - Tập 35 Số 1 - Trang 83-98 - 2021
Ming Zhong1, Ting Zeng1, Tao Jiang1, Huan Wu2, Xiaohong Chen3, Yang Hong4
1School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China
2School of Atmospheric Sciences, Sun Yat-sen University, Guangzhou 510275, China
3School of Civil Engineering, Sun Yat-sen University, Guangzhou 510275, China
4School of Civil Engineering and Environmental Sciences, University of Oklahoma, Norman, OK 73019, USA

Tóm tắt

Từ khóa


Tài liệu tham khảo

Dodangeh E, Singh VP, Pham BT, Yin JY, Yang G, Mosavi A (2020) Flood frequency analysis of interconnected Rivers by copulas. Water Resour Manag 34:3533–3549

Eugene ZXS, Wan ZWJ, Sai HL, Tanvir I, Prashant S (2019) Evaluation of satellite precipitation products for extreme flood events: case study in peninsular Malaysia. Journal of Water and Climate Change 10(4):871–892

Fan YR, Huang WW, Huang GH, Li YP, Huang K, Li Z (2016) Hydrologic risk analysis in the Yangtze River basin through coupling Gaussian mixtures into copulas. Adv Water Resour 88:170–185

Gan BR, Liu XN, Yang XG, Wang XK, Zhou JW (2018) The impact of human activities on the occurrence of mountain flood hazards: lessons from the 17 august 2015 flash flood/debris flow event in Xuyong County, South-Western China. Geomat Nat Haz Risk 9(1):816–840

Gastélum JR, Cullom C (2013) Application of the Colorado River simulation system model to evaluate water shortage conditions in the Central Arizona project. Water Resour Manag 27:2369–2389

Guerriero L, Ruzza G, Guadagno FM, Revellino P (2020) Flood hazard mapping incorporating multiple probability models. J Hydrol 587:125020

Gourley JJ, Flamig ZL, Hong Y, Howard KW (2014) Evaluation of past, present and future tools for radar-based flash-flood prediction in the USA. Hrdrol Sci J 59(7):1377–1389

Hesse R, Baade J (2009) Irrigation agriculture and the sedimentary record in the Palpa Valley, southern Peru. CATENA 77 (2):119–129

Hu H, Jun-Yi N (2015) Compensative operating feasibility analysis of the west route of south-to-north water transfer project Dased on M-copula function. Water Resour Manag 29(11):3919–3927

Lu Z, Ip HHS (2009) Generalized competitive learning of Gaussian mixture models. IEEE T Cybernetics 39(4):901–909

Ma Y, Lu M, Bracken C, Chen HN (2020) Spatially coherent clusters of summer precipitation extremes in the Tibetan plateau: where is the moisture from? Atmos Res 104841

Massari C, Camici S, Ciabatta L, Brocca L (2018) Exploiting satellite-based surface soil moisture for flood forecasting in the Mediterranean area: state update versus rainfall correction. Remote Sens 10:292

Nelsen RB (2006) An introduction to copulas. Springer, New York

Sklar A (1959) Fonctions de repartition an dimensions et leurs marges. Publ Inst Stat Univ Paris 8(1):11–12

Spainhour JCG, Janech MG, Schwacke JH, Velez JCQ, Ramakrishnan V, Bader M (2014) The application of Gaussian mixture models for signal quantification in MALDI-ToF mass spectrometry of peptides. PLoS One 9(11):e111016

Woodson MK, Sandor JA, Strawhacker C, Miles WD (2015) Hohokam Canal irrigation and the formation of Irragric Anthrosols in the middle Gila River valley, Arizona, USA. Geoarchaeology. 30(4):271–290

Wu H, Adler RF, Hong Y, Tian Y, Policelli F (2012) Evaluation of global flood detection using satellite-based rainfall and a hydrologic model. J Hydrometeorol 13(4):1268–1284

Zhai XY, Guo L, Liu RH, Zhang YY (2018) Rainfall threshold determination for flash flood warning in mountainous catchments with consideration of antecedent soil moisture and rainfall pattern. Nat Hazards 94:605–625

Zhang J, Lin X, Guo B (2013) Multivariate copula-based joint probability distribution of water supply and demand in Irrigation District. Water Resour Manag 30:2361–2375

Zhang Q, Li J, Singh VP, Xu C (2013) Copula-based spatiotemporal patterns of precipitation extremes in China. Int J Climatol 33:1140–1152