메뉴 건너뛰기




Volumn 30, Issue 11-16 SPEC. ISS., 2005, Pages 639-647

Prediction of flow characteristics using multiple regression and neural networks: A case study in Zimbabwe

Author keywords

Flow characteristics; Neural networks; Prediction; Ungauged basins

Indexed keywords

CATCHMENTS; FLOW OF WATER; LINEAR EQUATIONS; LITHOLOGY; MATHEMATICAL MODELS; NEURAL NETWORKS; REGRESSION ANALYSIS; RUNOFF;

EID: 27644537224     PISSN: 14747065     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.pce.2005.08.003     Document Type: Article
Times cited : (56)

References (38)
  • 1
    • 2142666781 scopus 로고
    • Hydrological impact of afforestation in eastern Zimbabwe
    • Institute of Hydrology, Overseas Development Report No. 94/5, Wallingford, UK
    • Andrew, A.J., Bullock, A., 1994. Hydrological impact of afforestation in eastern Zimbabwe. Institute of Hydrology, Overseas Development Report No. 94/5, Wallingford, UK.
    • (1994)
    • Andrew, A.J.1    Bullock, A.2
  • 2
    • 0035796622 scopus 로고    scopus 로고
    • Basin hydrologic response relations to distributed physiographic descriptors and climate
    • K.P. Berger D. Entekhabi Basin hydrologic response relations to distributed physiographic descriptors and climate Journal of Hydrology 247 2001 169-182
    • (2001) Journal of Hydrology , vol.247 , pp. 169-182
    • Berger, K.P.1    Entekhabi, D.2
  • 3
    • 0019999138 scopus 로고
    • A review of catchment experiments to determine the effect of vegetation changes on water yield and evaporation
    • J.M. Bosch J.D. Hewlett A review of catchment experiments to determine the effect of vegetation changes on water yield and evaporation Journal of Hydrology 55 1982 3-23
    • (1982) Journal of Hydrology , vol.55 , pp. 3-23
    • Bosch, J.M.1    Hewlett, J.D.2
  • 4
    • 3342894461 scopus 로고
    • Dambos and Discharge in Central Zimbabwe
    • Unpublished Ph.D. Thesis, University of Southampton
    • Bullock, A., 1988. Dambos and Discharge in Central Zimbabwe. Unpublished Ph.D. Thesis, University of Southampton.
    • (1988)
    • Bullock, A.1
  • 5
    • 3342972592 scopus 로고    scopus 로고
    • Regional surface water resources and drought assessment
    • Southern African FRIEND. Technical Documents in Hydrology No 15, UNESCO, Paris
    • Bullock, A., Andrews, A., Mngodo, R., 1997. Regional surface water resources and drought assessment. In: Southern African FRIEND. Technical Documents in Hydrology No 15, UNESCO, Paris.
    • (1997)
    • Bullock, A.1    Andrews, A.2    Mngodo, R.3
  • 7
    • 27644502541 scopus 로고
    • A review of research on methods for extrapolation of data and scientific findings from representative and experimental basins
    • Technical Documents in Hydrology, UNESCO, Paris
    • Clarke, R.T., 1977. A review of research on methods for extrapolation of data and scientific findings from representative and experimental basins. Technical Documents in Hydrology, UNESCO, Paris.
    • (1977)
    • Clarke, R.T.1
  • 8
    • 0003477227 scopus 로고
    • A regional analysis of river flows and low flows in Malawi
    • Report No. 72, Institute of Hydrology, Wallingford, UK
    • Drayton, R.S., Kidd, C.H.R., Mandeville, A.N., Miller, J.B., 1980. A regional analysis of river flows and low flows in Malawi. Report No. 72, Institute of Hydrology, Wallingford, UK.
    • (1980)
    • Drayton, R.S.1    Kidd, C.H.R.2    Mandeville, A.N.3    Miller, J.B.4
  • 9
    • 0002801552 scopus 로고
    • Results of the East African catchment experiments 1958-1974
    • R. Lall E.W. Russel, (Eds.) Wiley
    • K.A. Edwards J.R. Blackie Results of the East African catchment experiments 1958-1974. In: R. Lall E.W. Russel, (Eds.) Tropical Agriculture Hydrology 1981 Wiley pp. 163-188
    • (1981) Tropical Agriculture Hydrology , pp. 163-188
    • Edwards, K.A.1    Blackie, J.R.2
  • 10
    • 0026359653 scopus 로고
    • The effect of irrigation on dambo hydrology: A case study
    • R.D. Faulkner R.A. Lambert The effect of irrigation on dambo hydrology: a case study Journal of Hydrology 123 1991 147-161
    • (1991) Journal of Hydrology , vol.123 , pp. 147-161
    • Faulkner, R.D.1    Lambert, R.A.2
  • 11
    • 0025446766 scopus 로고
    • Errors in estimated streamflow parameters and storage for ungauged catchments
    • K.C. Gan T.A. McMahon I.C. O'Neill Errors in estimated streamflow parameters and storage for ungauged catchments Water Resources Bulletin 26 3 1990 443-450
    • (1990) Water Resources Bulletin , vol.26 , Issue.3 , pp. 443-450
    • Gan, K.C.1    McMahon, T.A.2    O'Neill, I.C.3
  • 14
    • 0009757376 scopus 로고
    • Flow regimes from experimental and network data (FREND)
    • Institute of Hydrology Wallingford, UK
    • A. Gustard L.A. Roald S. Demuth H.S. Lumadjeng R. Gross Flow regimes from experimental and network data (FREND) Hydrological Studies vol. I 1989 Institute of Hydrology Wallingford, UK
    • (1989) Hydrological Studies , vol.1
    • Gustard, A.1    Roald, L.A.2    Demuth, S.3    Lumadjeng, H.S.4    Gross, R.5
  • 15
    • 0003618958 scopus 로고
    • Low flow studies
    • IH, Research Report 1, Institute of Hydrology, Wallingford, UK
    • IH, 1980. Low flow studies. Research Report 1, Institute of Hydrology, Wallingford, UK.
    • (1980)
  • 17
    • 3342930946 scopus 로고    scopus 로고
    • Gathering Key Information about Indigenous Forests of Zimbabwe
    • Forestry Commission Harare, Zimbabwe
    • D. Kwesha Gathering Key Information about Indigenous Forests of Zimbabwe 2000 Forestry Commission Harare, Zimbabwe
    • (2000)
    • Kwesha, D.1
  • 18
    • 0032579576 scopus 로고    scopus 로고
    • Relating baseflow characteristics to catchment properties in south-eastern Australia
    • G.C. Lacey R.B. Grayson Relating baseflow characteristics to catchment properties in south-eastern Australia Journal of Hydrology 204 1998 231-250
    • (1998) Journal of Hydrology , vol.204 , pp. 231-250
    • Lacey, G.C.1    Grayson, R.B.2
  • 19
    • 0008263699 scopus 로고    scopus 로고
    • The Hydrology of a Headwater Catchment Containing a Dambo
    • Unpublished Ph.D. Thesis, University of Reading
    • McCartney, M., 1998. The Hydrology of a Headwater Catchment Containing a Dambo. Unpublished Ph.D. Thesis, University of Reading.
    • (1998)
    • McCartney, M.1
  • 21
    • 0021389852 scopus 로고
    • Regional relationships between basin size and runoff characteristics
    • M. Mimikou Regional relationships between basin size and runoff characteristics Hydrological Sciences Journal 29 1 1984 63-73
    • (1984) Hydrological Sciences Journal , vol.29 , Issue.1 , pp. 63-73
    • Mimikou, M.1
  • 22
    • 0022264621 scopus 로고
    • Regionalisation of flow duration characteristics
    • M. Mimikou S. Kaemaki Regionalisation of flow duration characteristics Journal of Hydrology 82 1985 77-91
    • (1985) Journal of Hydrology , vol.82 , pp. 77-91
    • Mimikou, M.1    Kaemaki, S.2
  • 23
    • 0022877938 scopus 로고
    • Effect of deforestation and subsistence agriculture on runoff on the Kafue headwaters, Zambia
    • A. Mumeka Effect of deforestation and subsistence agriculture on runoff on the Kafue headwaters, Zambia Hydrological Sciences Journal 31 4 1986 543-554
    • (1986) Hydrological Sciences Journal , vol.31 , Issue.4 , pp. 543-554
    • Mumeka, A.1
  • 24
    • 0025570550 scopus 로고
    • Identification of homogenous regions for purposes of regionalisation
    • R.J. Nathan T.A. McMahon Identification of homogenous regions for purposes of regionalisation Journal of Hydrology 121 1990 217-238
    • (1990) Journal of Hydrology , vol.121 , pp. 217-238
    • Nathan, R.J.1    McMahon, T.A.2
  • 25
    • 0035692964 scopus 로고    scopus 로고
    • Water problems in Africa - How can sciences help?
    • L. Oyebande Water problems in Africa - how can sciences help? Hydrological Sciences Journal 46 6 2001 947-961
    • (2001) Hydrological Sciences Journal , vol.46 , Issue.6 , pp. 947-961
    • Oyebande, L.1
  • 26
    • 0003616431 scopus 로고
    • Water and sustainability: A global outlook
    • Polestar Series Report No. 4, Stockholm Environmental Institute, Sweden
    • Raskin, P., Hansen, E., Margolis, R., 1995. Water and sustainability: A global outlook. Polestar Series Report No. 4, Stockholm Environmental Institute, Sweden.
    • (1995)
    • Raskin, P.1    Hansen, E.2    Margolis, R.3
  • 27
    • 27644527650 scopus 로고
    • Estimating flow characteristics at ungauged sites
    • Regionalisation in Hydrology, Proceedings of the Ljubljan Symposium, April 1990, IAHS Publication No. 191
    • Riggs, H.C., 1990. Estimating flow characteristics at ungauged sites. In: Regionalisation in Hydrology, Proceedings of the Ljubljan Symposium, April 1990, IAHS Publication No. 191.
    • (1990)
    • Riggs, H.C.1
  • 28
    • 0002983776 scopus 로고
    • Statistical aspects of neural networks
    • O.E. Barndorff-Nielsen J.L. Jensen W.S. Kendall (Eds.) Chapman and Hall London
    • B.D. Ripley Statistical aspects of neural networks. In: O.E. Barndorff-Nielsen J.L. Jensen W.S. Kendall (Eds.) Networks and Chaos-Statistical and Probabilistic Aspects 1994 Chapman and Hall London
    • (1994) Networks and Chaos-Statistical and Probabilistic Aspects
    • Ripley, B.D.1
  • 30
    • 0001851553 scopus 로고    scopus 로고
    • Determination of evaporation from a catchment water balance at a monthly time scale
    • H.H.G. Savenije Determination of evaporation from a catchment water balance at a monthly time scale Hydrology and Earth System Sciences 1 1 1997 93-100
    • (1997) Hydrology and Earth System Sciences , vol.1 , Issue.1 , pp. 93-100
    • Savenije, H.H.G.1
  • 31
    • 0002080792 scopus 로고    scopus 로고
    • How do we feed a growing world population in a situation of water scarcity?
    • Proceedings of the 8th Stockholm Water Symposium 1998, SIWI
    • Savenije, H.H.G., 1998. How do we feed a growing world population in a situation of water scarcity? In: Water-The Key to Socio-economic Development and Quality of Life, Proceedings of the 8th Stockholm Water Symposium 1998, SIWI, pp. 49-58.
    • (1998) Water-The Key to Socio-economic Development and Quality of Life , pp. 49-58
    • Savenije, H.H.G.1
  • 32
    • 0032215640 scopus 로고    scopus 로고
    • Relationship between dynamic response characteristics and physical descriptors of catchments in England and Wales
    • C.E.M. Sefton S.M. Howarth Relationship between dynamic response characteristics and physical descriptors of catchments in England and Wales Journal of Hydrology 211 1998 1-16
    • (1998) Journal of Hydrology , vol.211 , pp. 1-16
    • Sefton, C.E.M.1    Howarth, S.M.2
  • 33
    • 0021639924 scopus 로고
    • A systematic problem-oriented approach to hydrological data regionalisation
    • I. Simmers A systematic problem-oriented approach to hydrological data regionalisation Journal of Hydrology 73 1984 71-87
    • (1984) Journal of Hydrology , vol.73 , pp. 71-87
    • Simmers, I.1
  • 34
  • 35
    • 0027036856 scopus 로고
    • Regional geohydrologic-geomorphic relationships for the estimation of low flow statistics
    • R.M. Vogel C.N. Kroll Regional geohydrologic-geomorphic relationships for the estimation of low flow statistics Water Resources Research 28 2 1992 2451-2458
    • (1992) Water Resources Research , vol.28 , Issue.2 , pp. 2451-2458
    • Vogel, R.M.1    Kroll, C.N.2
  • 36
    • 0011067753 scopus 로고    scopus 로고
    • Application of Reservoir Modelling to Hydrotopes Identified by Remote Sensing
    • Ph.D. Thesis, International Institute for Aerospace Survey and Earth Sciences, Publication No. 69, Enschede, The Netherlands
    • Wolski, P., 1999. Application of Reservoir Modelling to Hydrotopes Identified by Remote Sensing. Ph.D. Thesis, International Institute for Aerospace Survey and Earth Sciences, Publication No. 69, Enschede, The Netherlands.
    • (1999)
    • Wolski, P.1
  • 37
    • 27644566033 scopus 로고    scopus 로고
    • The hydrogeology of crystalline basement aquifers in African
    • Wright, E.P., Burgess, W.G. (Ed), Geological Society Special Publication No. 66, London
    • Wright, E.P., 1997. The hydrogeology of crystalline basement aquifers in African. In: Wright, E.P., Burgess, W.G. (Ed), The Hydrogeology of Crystalline Basement Aquifers in Africa. Geological Society Special Publication No. 66, London, pp. 1-28.
    • (1997) The Hydrogeology of Crystalline Basement Aquifers in Africa , pp. 1-28
    • Wright, E.P.1
  • 38
    • 0035371195 scopus 로고    scopus 로고
    • Regionalisation of lumped water balance model parameters based on multiple regression
    • Y. Yokoo S. Kazama Sawamoto H. Nishimura Regionalisation of lumped water balance model parameters based on multiple regression Journal of Hydrology 246 2001 209-222
    • (2001) Journal of Hydrology , vol.246 , pp. 209-222
    • Yokoo, Y.1    Kazama, S.2    Sawamoto3    Nishimura, H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.