Water shortage risk assessment using spatiotemporal flow simulation

Hsin-I Hsieh1, Ming-Daw Su1, Yii-Chen Wu1, Kit‐Yan Cheng2
1Department of Bioenvironmental Systems Engineering, National Taiwan University, Taipei, Taiwan
2Master Program in Statistics, National Taiwan University, Taipei, Taiwan

Tóm tắt

Từ khóa


Tài liệu tham khảo

Cheng KS, Yeh HC, Liou CY (2000a) Comparative study of drought prediction techniques for reservoir operation. J Am Water Resources Association 36(3):511–521

Cheng KS, Yeh HC, Tsai CH (2000b) An anisotropic spatial modeling approach for remote sensing image rectification. Remote Sensing Environ 73(1):46–54

Cheng KS, Wei C, Cheng YB, Yeh HC (2003) Effect of spatial variation characteristics on contouring of design storm depth. Hydrological Process 17:1755–1769

Cheng KS, Hou JC, Liou JJ (2011) Stochastic simulation of bivariate gamma distribution—a frequency-factor based approach. Stochastic Environ Res Risk Assessment 25(2):107–122

Fernandez B, Salas JD (1990) Gamma-autoregressive models for stream-flow simulation. J Hydraulic Eng 116(11):1403–1414

Franco C, Soares A, Delgado J (2006) Geostatistical modelling of heavy metal contamination in the topsoil of Guadiamar river margins (S Spain) using a stochastic simulation technique. Geoderma 136:852–864

Greenwood JA, Landwehr JM, Matalas NC, Wallis JR (1979) Probability weighted moments: definition and relation to parameters of several distributions expressible in inverse form. Water Resources Res 15:1049–1054

Guillot G (1999) Approximation of Sahelian rainfall fields with meta-Gaussian random functions. Part 1: model definition and methodology. Stochastic Environ Res Risk Assessment 13:100–112

Herrick MG, Benson DA, Meerschaert MM, McCall KR (2002) Hydraulic conductivity, velocity, and the order of the fractional dispersion derivative in a highly heterogeneous system. Water Resources Res 38(11):1227–1239

Hosking JRM, Wallis JR (1995) A comparison of unbiased and plotting-position estimators of L-moments. Water Resources Res 31(8):2019–2025

Hosking JRM, Wallis JR (1997) Regional Frequency Analysis: An Approach based on L-moments. Cambridge University Press, Cambridge

Hsieh HI, Su MD, Cheng KS (2014) Multisite spatiotemporal streamflow simulation—with an application to irrigation water shortage risk assessment. Terrestrial, Atmospheric and Oceanic Sci 25(2):255–266. doi: 10.3319/TAO.2013.10.21.01(Hy)

Journel AG, Huijbregts CJ (1978) Mining Geostatistics. Academic Press, London

Liou JJ, Wu YC, Cheng KS (2008) Establishing acceptance regions for L-moments-based goodness-of-fit test by stochastic simulation. J Hydrology 355(1–4):49–62

Liou JJ, Su YF, Chiang JL, Cheng KS (2011) Gamma random field simulation by a covariance matrix transformation method. Stochastic Environ Res Risk Assessment 25(2):235–251. doi: 10.1007/s00477-010-0434-8

Machiwal D, Jha MK (2006) Time series analysis of hydrologic data for water resources planning and management: a review. J Hydrology Hydromechanics 54(3):237–257

Wen TH, Lin CH, Chen CT, Su MD (2007) Analysis of spatial scenarios aiding decision making for regional irrigation water-demand planning. J Irrigation Drainage Eng 133:455–467. doi: 10.1061/(ASCE)0733-9437(2007)133:5(455)

Wu YC, Liou JJ, Cheng KS (2012) Establishing acceptance regions for L-moments based goodness-of-fit tests for the Pearson type III distribution. Stochastic Environ Res Risk Assessment 26:873–885