메뉴 건너뛰기




Volumn 472-473, Issue , 2012, Pages 63-76

A simple approach for stochastic generation of spatial rainfall patterns

Author keywords

Neyman Scott Rectangular Pulse (NSRP) model; Spatial rainfall correlation; Stochastic rainfall generation

Indexed keywords

BASIN AREA; BASIN SCALE; CROSS CORRELATIONS; DESIGN FLOOD; FLOOD RISK ANALYSIS; HYDROLOGICAL MODELLING; RAIN GAUGES; RAINFALL FIELDS; RAINFALL GENERATION; RAINFALL SEQUENCES; RAINFALL VARIABILITY; RECTANGULAR PULSE; RIVER BASINS; SIMPLE APPROACH; SINGLE SITES; SPATIAL RAINFALL; SPATIAL TEMPORALS; SPATIAL-TEMPORAL CORRELATION; STOCHASTIC GENERATION; SUBBASINS;

EID: 84868301109     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2012.09.010     Document Type: Article
Times cited : (26)

References (52)
  • 1
    • 72149085715 scopus 로고    scopus 로고
    • A limits of acceptability approach to model evaluation and uncertainty estimation in flood frequency by continuous simulation: Skalka catchment, Czech Republic
    • Blazkova S., Beven K. A limits of acceptability approach to model evaluation and uncertainty estimation in flood frequency by continuous simulation: Skalka catchment, Czech Republic. Water Resources Research 2009, 45:W00B16.
    • (2009) Water Resources Research , vol.45
    • Blazkova, S.1    Beven, K.2
  • 2
    • 33646549923 scopus 로고    scopus 로고
    • Assessing the effect on flood frequency of land use change via hydrological simulation (with uncertainty)
    • Brath A., Montanari A., Moretti G. Assessing the effect on flood frequency of land use change via hydrological simulation (with uncertainty). Journal of Hydrology 2006, 324(1-4):141-153.
    • (2006) Journal of Hydrology , vol.324 , Issue.1-4 , pp. 141-153
    • Brath, A.1    Montanari, A.2    Moretti, G.3
  • 3
    • 0034777088 scopus 로고    scopus 로고
    • Multi-site simulation of daily precipitation and temperature in the Rhine basin by means of nearest-neighbor resampling
    • Buishand T.A., Brandsma T. Multi-site simulation of daily precipitation and temperature in the Rhine basin by means of nearest-neighbor resampling. Water Resources Research 2001, 37:2761-2776.
    • (2001) Water Resources Research , vol.37 , pp. 2761-2776
    • Buishand, T.A.1    Brandsma, T.2
  • 5
    • 84868304497 scopus 로고    scopus 로고
    • Development of daily rainfall models for catchment case-studies. Production of daily time series for catchments
    • Burton A., Fowler H.J. Development of daily rainfall models for catchment case-studies. Production of daily time series for catchments. AquaTerra Deliverable H1.3 2005.
    • (2005) AquaTerra Deliverable H1.3
    • Burton, A.1    Fowler, H.J.2
  • 7
    • 78149342065 scopus 로고    scopus 로고
    • A stochastic model for the spatial-temporal simulation of non-homogeneous rainfall occurrence and amounts
    • Burton A., Kilsby C.G., Fowler H.J., Cowpertwait P.S.P., O'Connel P.E. A stochastic model for the spatial-temporal simulation of non-homogeneous rainfall occurrence and amounts. Water Resource Research 2010, 46(W11501):19.
    • (2010) Water Resource Research , vol.46 , Issue.W11501 , pp. 19
    • Burton, A.1    Kilsby, C.G.2    Fowler, H.J.3    Cowpertwait, P.S.P.4    O'Connel, P.E.5
  • 8
    • 79960434887 scopus 로고    scopus 로고
    • " Design soil moisture" estimation by comparing continuous and storm-based rainfall-runoff modelling
    • Camici S., Tarpanelli A., Brocca L., Melone F., Moramarco T. " Design soil moisture" estimation by comparing continuous and storm-based rainfall-runoff modelling. Water Resources Research 2011, 47:W05527.
    • (2011) Water Resources Research , vol.47
    • Camici, S.1    Tarpanelli, A.2    Brocca, L.3    Melone, F.4    Moramarco, T.5
  • 9
    • 0036822608 scopus 로고    scopus 로고
    • Analysis of rainfall variability using generalised linear models: a case study from the west of Ireland
    • Chandler R.E., Wheater H.S. Analysis of rainfall variability using generalised linear models: a case study from the west of Ireland. Water Resources Research 2002, 38(10):1192.
    • (2002) Water Resources Research , vol.38 , Issue.10 , pp. 1192
    • Chandler, R.E.1    Wheater, H.S.2
  • 10
    • 0026276847 scopus 로고
    • Further developments of the Neyman-Scott clustered point process for modelling rainfall
    • Cowpertwait P.S.P. Further developments of the Neyman-Scott clustered point process for modelling rainfall. Water Resources Research 1991, 27(7):1431-1438.
    • (1991) Water Resources Research , vol.27 , Issue.7 , pp. 1431-1438
    • Cowpertwait, P.S.P.1
  • 13
    • 0029413162 scopus 로고
    • A generalized spatial-temporal model of rainfall based on a clustered point process
    • Cowpertwait P.S.P. A generalized spatial-temporal model of rainfall based on a clustered point process. Proceedings of the Royal Society of London, Series A 1995, 450:163-175.
    • (1995) Proceedings of the Royal Society of London, Series A , vol.450 , pp. 163-175
    • Cowpertwait, P.S.P.1
  • 14
    • 0001203993 scopus 로고    scopus 로고
    • Poisson-cluster model of rainfall: high-order moments and extreme values
    • Cowpertwait P.S.P. Poisson-cluster model of rainfall: high-order moments and extreme values. Proceeding of Royal Society of London, Series A 1998, 454:885-898.
    • (1998) Proceeding of Royal Society of London, Series A , vol.454 , pp. 885-898
    • Cowpertwait, P.S.P.1
  • 15
    • 33750023193 scopus 로고    scopus 로고
    • A spatial-temporal point process model of rainfall for the Thames catchment, UK
    • Cowpertwait P.S.P. A spatial-temporal point process model of rainfall for the Thames catchment, UK. Journal of Hydrology 2006, 330(3-4):586-595.
    • (2006) Journal of Hydrology , vol.330 , Issue.3-4 , pp. 586-595
    • Cowpertwait, P.S.P.1
  • 16
    • 78649933288 scopus 로고    scopus 로고
    • A spatial-temporal point process model with a continuous distribution of storm types
    • Cowpertwait P.S.P. A spatial-temporal point process model with a continuous distribution of storm types. Water Resources Research 2010, 46(W12507):12.
    • (2010) Water Resources Research , vol.46 , Issue.W12507 , pp. 12
    • Cowpertwait, P.S.P.1
  • 18
    • 0036702745 scopus 로고    scopus 로고
    • A spatial-temporal Neyman-Scott model of rainfall: empirical analysis of extremes
    • Art. No. 1131
    • Cowpertwait P.S.P., Kilsby C.G., O'Connell P.E. A spatial-temporal Neyman-Scott model of rainfall: empirical analysis of extremes. Water Resources Research 2002, 38(8). Art. No. 1131.
    • (2002) Water Resources Research , vol.38 , Issue.8
    • Cowpertwait, P.S.P.1    Kilsby, C.G.2    O'Connell, P.E.3
  • 19
    • 0000934198 scopus 로고
    • A simple spatial-temporal model of rainfall
    • Cox D.R., Isham V. A simple spatial-temporal model of rainfall. Proceeding Royal Society London 1988, A415:317-328.
    • (1988) Proceeding Royal Society London , vol.A415 , pp. 317-328
    • Cox, D.R.1    Isham, V.2
  • 20
    • 84868304409 scopus 로고    scopus 로고
    • Directive 2007/60/EC, 2007. Directive 2007/60/EC of the European Parliament and of the Council of 23 October 2007 on the Assessment and Management of Flood Risks. Official Journal of the European Union
    • Directive 2007/60/EC, 2007. Directive 2007/60/EC of the European Parliament and of the Council of 23 October 2007 on the Assessment and Management of Flood Risks. Official Journal of the European Union, vol. l288, pp. 27-34.
    • , vol.1288 , pp. 27-34
  • 21
    • 0024568852 scopus 로고
    • Probabilistic representation of the temporal rainfall process by a modified Neyman-Scott rectangular pulses model: parameter estimation and validation
    • Entekhabi D., Rodriguez-Iturbe I., Eagleson P.S. Probabilistic representation of the temporal rainfall process by a modified Neyman-Scott rectangular pulses model: parameter estimation and validation. Water Resources Research 1989, 25-2:295-302.
    • (1989) Water Resources Research , pp. 295-302
    • Entekhabi, D.1    Rodriguez-Iturbe, I.2    Eagleson, P.S.3
  • 22
    • 20344374770 scopus 로고    scopus 로고
    • A weather-type conditioned multi-site stochastic rainfall model for the generation of scenarios of climatic variability and change
    • Fowler H.J., Kilsby C.G., O'Connell P.E., Burton A. A weather-type conditioned multi-site stochastic rainfall model for the generation of scenarios of climatic variability and change. Journal of Hydrology 2005, 308(1-4):50-66.
    • (2005) Journal of Hydrology , vol.308 , Issue.1-4 , pp. 50-66
    • Fowler, H.J.1    Kilsby, C.G.2    O'Connell, P.E.3    Burton, A.4
  • 23
    • 37549047851 scopus 로고    scopus 로고
    • Generalized linear modeling approach to stochastic weather generators
    • Furrer E.M., Katz R.W. Generalized linear modeling approach to stochastic weather generators. Climate Research 2007, 34(2):129-144.
    • (2007) Climate Research , vol.34 , Issue.2 , pp. 129-144
    • Furrer, E.M.1    Katz, R.W.2
  • 25
    • 33845581893 scopus 로고    scopus 로고
    • Introducing probability and uncertainty in groundwater modeling with FEMWATER-LHS
    • Hardyanto W., Merkel B. Introducing probability and uncertainty in groundwater modeling with FEMWATER-LHS. Journal of Hydrology 2007, 332:206-213.
    • (2007) Journal of Hydrology , vol.332 , pp. 206-213
    • Hardyanto, W.1    Merkel, B.2
  • 26
    • 1242322109 scopus 로고    scopus 로고
    • A nonparametric model for stochastic generation of daily rainfall amounts
    • Harrold T.I., Sharma A., Sheather S.J. A nonparametric model for stochastic generation of daily rainfall amounts. Water Resources Research 2003, 39(12):1300.
    • (2003) Water Resources Research , vol.39 , Issue.12 , pp. 1300
    • Harrold, T.I.1    Sharma, A.2    Sheather, S.J.3
  • 27
    • 1542646371 scopus 로고    scopus 로고
    • A nonparametric model for stochastic generation of daily rainfall occurrence
    • Harrold T.I., Sharma A., Sheather S.J. A nonparametric model for stochastic generation of daily rainfall occurrence. Water Resources Research 2003, 39(12):1343.
    • (2003) Water Resources Research , vol.39 , Issue.12 , pp. 1343
    • Harrold, T.I.1    Sharma, A.2    Sheather, S.J.3
  • 28
    • 82055176067 scopus 로고    scopus 로고
    • A review of regionalisation for continuous streamflow simulation
    • He Y., Bárdossy A., Zehe E. A review of regionalisation for continuous streamflow simulation. Hydrology and Earth System Sciences 2011, 15:3539-3553.
    • (2011) Hydrology and Earth System Sciences , vol.15 , pp. 3539-3553
    • He, Y.1    Bárdossy, A.2    Zehe, E.3
  • 29
    • 84933516758 scopus 로고
    • A distribution-free approach to inducing rank correlation among input variables
    • Iman R.L., Conover W.J. A distribution-free approach to inducing rank correlation among input variables. Communications in Statistics 1982, 11:311-334.
    • (1982) Communications in Statistics , vol.11 , pp. 311-334
    • Iman, R.L.1    Conover, W.J.2
  • 30
    • 29944432080 scopus 로고    scopus 로고
    • Multiobjective design of water distribution systems under uncertainty
    • Kapelan Z.S., Savic D.A., Walters G.A. Multiobjective design of water distribution systems under uncertainty. Water Resources Research 2005, 41:W11407.
    • (2005) Water Resources Research , vol.41
    • Kapelan, Z.S.1    Savic, D.A.2    Walters, G.A.3
  • 32
    • 0029663871 scopus 로고    scopus 로고
    • A nearest neighbor bootstrap for time series resampling
    • Lall U., Sharma A. A nearest neighbor bootstrap for time series resampling. Water Resources Research 1996, 32:679-693.
    • (1996) Water Resources Research , vol.32 , pp. 679-693
    • Lall, U.1    Sharma, A.2
  • 33
    • 26444489069 scopus 로고    scopus 로고
    • A nonparametric nonhomogeneous hidden Markov model for downscaling of multisite daily rainfall occurrences
    • Mehrotra R., Sharma A. A nonparametric nonhomogeneous hidden Markov model for downscaling of multisite daily rainfall occurrences. Journal of Geophysical Research 2005, 110:D16108.
    • (2005) Journal of Geophysical Research , vol.110
    • Mehrotra, R.1    Sharma, A.2
  • 34
    • 33847250353 scopus 로고    scopus 로고
    • A semi-parametric model for stochastic generation of multi-site daily rainfall exhibiting low-frequency variability
    • Mehrotra R., Sharma A. A semi-parametric model for stochastic generation of multi-site daily rainfall exhibiting low-frequency variability. Journal of Hydrology 2007, 335:180-193.
    • (2007) Journal of Hydrology , vol.335 , pp. 180-193
    • Mehrotra, R.1    Sharma, A.2
  • 35
    • 34648823768 scopus 로고    scopus 로고
    • Preserving low-frequency variability in generated daily rainfall sequences
    • Mehrotra R., Sharma A. Preserving low-frequency variability in generated daily rainfall sequences. Journal of Hydrology 2007, 345:102-120.
    • (2007) Journal of Hydrology , vol.345 , pp. 102-120
    • Mehrotra, R.1    Sharma, A.2
  • 36
    • 33750440196 scopus 로고    scopus 로고
    • A comparison of three stochastic multisite precipitation occurrence generators
    • Mehrotra R., Srikanthan R., Sharma A. A comparison of three stochastic multisite precipitation occurrence generators. Journal of Hydrology 2006, 331:280-292.
    • (2006) Journal of Hydrology , vol.331 , pp. 280-292
    • Mehrotra, R.1    Srikanthan, R.2    Sharma, A.3
  • 37
    • 50849131665 scopus 로고    scopus 로고
    • Inferring the flood frequency distribution for an ungauged basin using a spatially distributed rainfall-runoff model
    • Moretti G., Montanari A. Inferring the flood frequency distribution for an ungauged basin using a spatially distributed rainfall-runoff model. Hydrology and Earth System Sciences 2008, 12:1141-1152.
    • (2008) Hydrology and Earth System Sciences , vol.12 , pp. 1141-1152
    • Moretti, G.1    Montanari, A.2
  • 40
    • 0032848078 scopus 로고    scopus 로고
    • A k-nearest neighbour simulator for daily precipitation and other weather variables
    • Rajagopalan B., Lall U. A k-nearest neighbour simulator for daily precipitation and other weather variables. Water Resources Research 1999, 35:3089-3101.
    • (1999) Water Resources Research , vol.35 , pp. 3089-3101
    • Rajagopalan, B.1    Lall, U.2
  • 42
  • 43
    • 0036306841 scopus 로고    scopus 로고
    • An integrated simulation method for flash-flood risk assessment: 1. Frequency predictions in the Bisagno River by combining stochastic and deterministic methods,
    • Rulli M.C., Rosso R. An integrated simulation method for flash-flood risk assessment: 1. Frequency predictions in the Bisagno River by combining stochastic and deterministic methods,. Hydrology and Earth System Sciences 2002, 6(2):267-283.
    • (2002) Hydrology and Earth System Sciences , vol.6 , Issue.2 , pp. 267-283
    • Rulli, M.C.1    Rosso, R.2
  • 44
    • 33750697619 scopus 로고    scopus 로고
    • Spatial-temporal disaggregation of daily rainfall from a generalized linear model
    • Segond M.L., Onof C., Wheater H.S. Spatial-temporal disaggregation of daily rainfall from a generalized linear model. Journal of Hydrology 2006, 331:674-689.
    • (2006) Journal of Hydrology , vol.331 , pp. 674-689
    • Segond, M.L.1    Onof, C.2    Wheater, H.S.3
  • 45
    • 0037199331 scopus 로고    scopus 로고
    • Sensitivity analysis of physical and chemical properties affecting field-scale cadmium transport in a heterogeneous soil profile
    • Seuntjens P., Mallants D., Simunek J., Patyn J., Jacques D. Sensitivity analysis of physical and chemical properties affecting field-scale cadmium transport in a heterogeneous soil profile. Journal of Hydrology 2002, 264:185-200.
    • (2002) Journal of Hydrology , vol.264 , pp. 185-200
    • Seuntjens, P.1    Mallants, D.2    Simunek, J.3    Patyn, J.4    Jacques, D.5
  • 46
    • 0037081583 scopus 로고    scopus 로고
    • Multivariate stochastic downscaling model for generating daily precipitation series based on atmospheric circulation
    • Stehlik J., Bardossy A. Multivariate stochastic downscaling model for generating daily precipitation series based on atmospheric circulation. Journal of Hydrology 2002, 256(1-2):120-141.
    • (2002) Journal of Hydrology , vol.256 , Issue.1-2 , pp. 120-141
    • Stehlik, J.1    Bardossy, A.2
  • 47
    • 0000148490 scopus 로고
    • Precipitation averages for large areas
    • Thiessen A.H. Precipitation averages for large areas. Monthly Weather Review 1911, 39(7):1082-1084.
    • (1911) Monthly Weather Review , vol.39 , Issue.7 , pp. 1082-1084
    • Thiessen, A.H.1
  • 48
    • 0028668804 scopus 로고
    • Evaluation of cluster based rectangular pulses point process models for rainfall
    • Velghe T., Troch P.A., De Troch F.P., Van de Velde J. Evaluation of cluster based rectangular pulses point process models for rainfall. Water Resources Research 1994, 30(10):2847-2857.
    • (1994) Water Resources Research , vol.30 , Issue.10 , pp. 2847-2857
    • Velghe, T.1    Troch, P.A.2    De Troch, F.P.3    Van de Velde, J.4
  • 49
    • 0019727611 scopus 로고
    • The mathematical structure of rainfall representations: (1) a review of the stochastic rainfall models; (2) a review of the theory of point processes; (3) some applications of the point process theory to rainfall processes
    • Waymire E., Gupta V.K. The mathematical structure of rainfall representations: (1) a review of the stochastic rainfall models; (2) a review of the theory of point processes; (3) some applications of the point process theory to rainfall processes. Water Resources Research 1981, 17-5:1261-1294.
    • (1981) Water Resources Research , pp. 1261-1294
    • Waymire, E.1    Gupta, V.K.2
  • 50
    • 0032170226 scopus 로고    scopus 로고
    • Multisite generalization of a daily stochastic rainfall generation model
    • Wilks D.S. Multisite generalization of a daily stochastic rainfall generation model. Journal of Hydrology 1998, 210:178-191.
    • (1998) Journal of Hydrology , vol.210 , pp. 178-191
    • Wilks, D.S.1
  • 51
    • 0033618903 scopus 로고    scopus 로고
    • Simultaneous stochastic simulation of daily precipitation, temperature and solar radiation at multiple sites in complex terrain
    • Wilks D.S. Simultaneous stochastic simulation of daily precipitation, temperature and solar radiation at multiple sites in complex terrain. Agricultural and Forest Meteorology 1999, 96:85-101.
    • (1999) Agricultural and Forest Meteorology , vol.96 , pp. 85-101
    • Wilks, D.S.1
  • 52
    • 0033594165 scopus 로고    scopus 로고
    • Multi-site downscaling of daily precipitation with a stochastic weather generator
    • Wilks D.S. Multi-site downscaling of daily precipitation with a stochastic weather generator. Climate Research 1999, 11:125-136.
    • (1999) Climate Research , vol.11 , pp. 125-136
    • Wilks, D.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.