메뉴 건너뛰기




Volumn 484, Issue , 2013, Pages 26-37

Impacts of land use change on watershed streamflow and sediment yield: An assessment using hydrologic modelling and partial least squares regression

Author keywords

Land use; Partial least squares regression; Sediment yield; Streamflow; SWAT

Indexed keywords

HYDROLOGICAL MODELLING; MULTIVARIATE STATISTICS; PARTIAL LEAST SQUARES REGRESSION; PARTIAL LEAST SQUARES REGRESSIONS (PLSR); REGRESSION COEFFICIENT; SEDIMENT YIELDS; SOIL AND WATER ASSESSMENT TOOL; SWAT;

EID: 84875384110     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2013.01.008     Document Type: Article
Times cited : (285)

References (41)
  • 1
    • 34249108782 scopus 로고    scopus 로고
    • Partial least square regression (PLS regression)
    • Sage Publications, Thousand Oaks, CA, N.J. Salkind (Ed.)
    • Abdi H. Partial least square regression (PLS regression). Encyclopedia of Measurement and Statistics 2007, Sage Publications, Thousand Oaks, CA. N.J. Salkind (Ed.).
    • (2007) Encyclopedia of Measurement and Statistics
    • Abdi, H.1
  • 2
    • 84952503973 scopus 로고
    • A suggestion for using powerful and informative tests of normality
    • Agostino R.B., Belanger A., Agostino R.B. A suggestion for using powerful and informative tests of normality. Am. Stat. 1990, 44:316-321.
    • (1990) Am. Stat. , vol.44 , pp. 316-321
    • Agostino, R.B.1    Belanger, A.2    Agostino, R.B.3
  • 3
    • 29244453183 scopus 로고    scopus 로고
    • A review of hillslope and watershed scale erosion and sediment transport models
    • Aksoy H., Kavvas M.L. A review of hillslope and watershed scale erosion and sediment transport models. Catena 2005, 64:247-271.
    • (2005) Catena , vol.64 , pp. 247-271
    • Aksoy, H.1    Kavvas, M.L.2
  • 4
    • 44849083872 scopus 로고    scopus 로고
    • The response of soil erosion and sediment export to land-use change in four areas of Europe: the importance of landscape pattern
    • Bakker M.M., Govers G., Van Doorn A., Quetier F., Chouvardas D., Rounsevell M. The response of soil erosion and sediment export to land-use change in four areas of Europe: the importance of landscape pattern. Geomorphology 2008, 98:213-226.
    • (2008) Geomorphology , vol.98 , pp. 213-226
    • Bakker, M.M.1    Govers, G.2    Van Doorn, A.3    Quetier, F.4    Chouvardas, D.5    Rounsevell, M.6
  • 5
    • 32144444311 scopus 로고    scopus 로고
    • Evaluation of management alternatives for an agricultural watershed in a sub-humid subtropical region using a physical process based model
    • Behera S., Panda R.K. Evaluation of management alternatives for an agricultural watershed in a sub-humid subtropical region using a physical process based model. Agr. Ecosyst. Environ. 2006, 113:62-72.
    • (2006) Agr. Ecosyst. Environ. , vol.113 , pp. 62-72
    • Behera, S.1    Panda, R.K.2
  • 6
    • 0035842376 scopus 로고    scopus 로고
    • Vegetation influence on runoff and sediment yield in the Andes Region: observation and modeling
    • Braud I., Vich A.I.J., Zuluaga J., Fomero L., Pedrani A. Vegetation influence on runoff and sediment yield in the Andes Region: observation and modeling. J. Hydrol. 2001, 254:124-144.
    • (2001) J. Hydrol. , vol.254 , pp. 124-144
    • Braud, I.1    Vich, A.I.J.2    Zuluaga, J.3    Fomero, L.4    Pedrani, A.5
  • 7
    • 64449085558 scopus 로고    scopus 로고
    • Partial least squares regression as an alternative to current regression methods used in ecology
    • Carrascal L.M., Galvan I., Gordo O. Partial least squares regression as an alternative to current regression methods used in ecology. Oikos 2009, 118:681-690.
    • (2009) Oikos , vol.118 , pp. 681-690
    • Carrascal, L.M.1    Galvan, I.2    Gordo, O.3
  • 9
    • 0003491818 scopus 로고    scopus 로고
    • Crop evapotranspiration, guidelines for computing crop water requirements
    • FAO (Food and Agriculture Organization of the United Nations),. FAO Irrigation and Drainage Paper 56. Food and Agriculture Organization of the United Nations, Rome, Italy.
    • FAO (Food and Agriculture Organization of the United Nations), 1998. Crop evapotranspiration, guidelines for computing crop water requirements. FAO Irrigation and Drainage Paper 56. Food and Agriculture Organization of the United Nations, Rome, Italy.
    • (1998)
  • 10
    • 79953211491 scopus 로고    scopus 로고
    • Spatio-temporal patterns in land use and management affecting stromflow response of agricultural catchments - a review
    • Fiener P., Auerswald K., Van Oost K. Spatio-temporal patterns in land use and management affecting stromflow response of agricultural catchments - a review. Earth-Sci. Rev. 2011, 106:92-104.
    • (2011) Earth-Sci. Rev. , vol.106 , pp. 92-104
    • Fiener, P.1    Auerswald, K.2    Van Oost, K.3
  • 11
    • 70749145273 scopus 로고    scopus 로고
    • The effects of land-use combinations on soil erosion: a case study in the Loess Plateau of China
    • Fu B.J., Wang Y.F., Lu Y.H., He C.S., Chen L.D., Song C.J. The effects of land-use combinations on soil erosion: a case study in the Loess Plateau of China. Prog. Phys. Geogr. 2009, 33:793-804.
    • (2009) Prog. Phys. Geogr. , vol.33 , pp. 793-804
    • Fu, B.J.1    Wang, Y.F.2    Lu, Y.H.3    He, C.S.4    Chen, L.D.5    Song, C.J.6
  • 12
    • 27744459723 scopus 로고    scopus 로고
    • Impact of land use change on runoff and sediment yield
    • (in Chinese)
    • Hao F.H., Chen L.Q., Liu C.M. Impact of land use change on runoff and sediment yield. J. Soil Water Conserv. 2004, 18:5-11. (in Chinese).
    • (2004) J. Soil Water Conserv. , vol.18 , pp. 5-11
    • Hao, F.H.1    Chen, L.Q.2    Liu, C.M.3
  • 13
    • 0036566452 scopus 로고    scopus 로고
    • Runoff impacts of land-use change in Indian River Lagoon watershed
    • Kim Y., Engel B.A., Lim K.J., Larson V., Duncan B. Runoff impacts of land-use change in Indian River Lagoon watershed. J. Hydrol. Eng. 2002, 7:245-251.
    • (2002) J. Hydrol. Eng. , vol.7 , pp. 245-251
    • Kim, Y.1    Engel, B.A.2    Lim, K.J.3    Larson, V.4    Duncan, B.5
  • 14
    • 13944275329 scopus 로고    scopus 로고
    • Spatial considerations for linking land cover to ecological indicators in streams
    • King R.S., Baker M.E., Whigham D.F., Weller D.E., et al. Spatial considerations for linking land cover to ecological indicators in streams. Ecol. Appl. 2005, 15:137-153.
    • (2005) Ecol. Appl. , vol.15 , pp. 137-153
    • King, R.S.1    Baker, M.E.2    Whigham, D.F.3    Weller, D.E.4
  • 15
    • 0000861539 scopus 로고    scopus 로고
    • Change of cultivated land area in china during the past 20years and its policy implications
    • (in Chinese)
    • Li X.B. Change of cultivated land area in china during the past 20years and its policy implications. J. Nat. Resour. 1999, 14:329-333. (in Chinese).
    • (1999) J. Nat. Resour. , vol.14 , pp. 329-333
    • Li, X.B.1
  • 16
    • 70350438776 scopus 로고    scopus 로고
    • A fuzzy analytic hierarchy process (FAHP) approach to eco-environmental vulnerability assessment for the Danjiangkou Reservoir Area
    • Li L., Shi Z.H., Yin W., Zhu D., Ng S.L., Cai C.F., Lei A.L. A fuzzy analytic hierarchy process (FAHP) approach to eco-environmental vulnerability assessment for the Danjiangkou Reservoir Area. China. Ecol. Model. 2009, 220:3439-3447.
    • (2009) China. Ecol. Model. , vol.220 , pp. 3439-3447
    • Li, L.1    Shi, Z.H.2    Yin, W.3    Zhu, D.4    Ng, S.L.5    Cai, C.F.6    Lei, A.L.7
  • 17
    • 84875399592 scopus 로고    scopus 로고
    • SWAT model of runoff study under different land use/land cover scenarios in source region of the Yangtze River
    • (in Chinese)
    • Li J., Zhang X.Y., Yang Y.Z. SWAT model of runoff study under different land use/land cover scenarios in source region of the Yangtze River. Res. Soil Water Conserv. 2012, 19:119-128. (in Chinese).
    • (2012) Res. Soil Water Conserv. , vol.19 , pp. 119-128
    • Li, J.1    Zhang, X.Y.2    Yang, Y.Z.3
  • 18
    • 84875393744 scopus 로고    scopus 로고
    • Characteristics of rainfall erosivity and simple algorithm in South China
    • (in Chinese)
    • Lin J.S., Zhang L.M., Yu D.S., Shi X.Z. Characteristics of rainfall erosivity and simple algorithm in South China. Bull. Soil Water Conserv. 2011, 31:112-116. (in Chinese).
    • (2011) Bull. Soil Water Conserv. , vol.31 , pp. 112-116
    • Lin, J.S.1    Zhang, L.M.2    Yu, D.S.3    Shi, X.Z.4
  • 19
    • 84863124374 scopus 로고    scopus 로고
    • A policy-driven large scale ecological restoration: quantifying ecosystem services changes in the Loess Plateau of China
    • Lü Y.H., Fu B.J., Feng X.M., Zeng Y., Liu Y., Chang R.Y., Sun G., Wu B.F. A policy-driven large scale ecological restoration: quantifying ecosystem services changes in the Loess Plateau of China. PLoS ONE 2012, 7(2):e31782. 10.1371/journal.pone.0031782.
    • (2012) PLoS ONE , vol.7 , Issue.2
    • Lü, Y.H.1    Fu, B.J.2    Feng, X.M.3    Zeng, Y.4    Liu, Y.5    Chang, R.Y.6    Sun, G.7    Wu, B.F.8
  • 20
    • 84875399382 scopus 로고    scopus 로고
    • The Bulletin of Soil and Water Loss of China
    • Ministry of Water Resources of PR China. Ministry of Water Resources of PR China, Beijing (in Chinese).
    • Ministry of Water Resources of PR China, 2009. The Bulletin of Soil and Water Loss of China. Ministry of Water Resources of PR China, Beijing (in Chinese).
    • (2009)
  • 21
    • 34447500396 scopus 로고    scopus 로고
    • Model evaluation guidelines for systematic quantification of accuracy in watershed simulations
    • Moriasi D.N., Arnold J.G., Van Liew M.W., Bingner R.L., Harmel R.D., Veith T.L. Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Trans. ASABE 2007, 50:885-900.
    • (2007) Trans. ASABE , vol.50 , pp. 885-900
    • Moriasi, D.N.1    Arnold, J.G.2    Van Liew, M.W.3    Bingner, R.L.4    Harmel, R.D.5    Veith, T.L.6
  • 23
    • 80052027192 scopus 로고    scopus 로고
    • Assessing impacts of landuse changes on hydrology for the upper San Pedro watershed
    • Nie W.M., Yuan Y.P., Kepner W., Nash M.S., Jackson M., Erickson C. Assessing impacts of landuse changes on hydrology for the upper San Pedro watershed. J. Hydrol. 2011, 407:105-114.
    • (2011) J. Hydrol. , vol.407 , pp. 105-114
    • Nie, W.M.1    Yuan, Y.P.2    Kepner, W.3    Nash, M.S.4    Jackson, M.5    Erickson, C.6
  • 24
    • 33748054300 scopus 로고    scopus 로고
    • Global hydrological cycles and world water resources
    • Oki T., Kanae S. Global hydrological cycles and world water resources. Science 2006, 313:1068-1072.
    • (2006) Science , vol.313 , pp. 1068-1072
    • Oki, T.1    Kanae, S.2
  • 25
    • 84862669325 scopus 로고    scopus 로고
    • Hydrogeologic and landscape controls of dissolved inorganic nitrogen (DIN) and dissolved silica (DSi) fluxes in heterogeneous catchments
    • Onderka M., Wrede S., Rodny M., Pfister L., Hoffmann L., Krein A. Hydrogeologic and landscape controls of dissolved inorganic nitrogen (DIN) and dissolved silica (DSi) fluxes in heterogeneous catchments. J. Hydrol. 2012, 450:36-47.
    • (2012) J. Hydrol. , vol.450 , pp. 36-47
    • Onderka, M.1    Wrede, S.2    Rodny, M.3    Pfister, L.4    Hoffmann, L.5    Krein, A.6
  • 26
    • 0037220991 scopus 로고    scopus 로고
    • The influence of vegetation distribution on sediment yield in forested marly gullies
    • Rey F. The influence of vegetation distribution on sediment yield in forested marly gullies. Catena 2003, 50:549-562.
    • (2003) Catena , vol.50 , pp. 549-562
    • Rey, F.1
  • 27
    • 33845643639 scopus 로고    scopus 로고
    • The effect of land use/cover change on surface runoff in Shenzhen region, China
    • Shi P.J., Yuan Y., Zheng J., Wang J.A., Ge Y., Qiu G.Y. The effect of land use/cover change on surface runoff in Shenzhen region, China. Catena 2007, 69:31-35.
    • (2007) Catena , vol.69 , pp. 31-35
    • Shi, P.J.1    Yuan, Y.2    Zheng, J.3    Wang, J.A.4    Ge, Y.5    Qiu, G.Y.6
  • 28
    • 33744903931 scopus 로고    scopus 로고
    • The impact of land use change on catchment hydrology in large catchment: the Comet River, Central Queensland
    • Siriwardena L., Finlayson B.L., McMahon T.A. The impact of land use change on catchment hydrology in large catchment: the Comet River, Central Queensland. Aust. J. Hydrol. 2006, 326:199-214.
    • (2006) Aust. J. Hydrol. , vol.326 , pp. 199-214
    • Siriwardena, L.1    Finlayson, B.L.2    McMahon, T.A.3
  • 29
    • 84875395523 scopus 로고    scopus 로고
    • Soil Taxonomy, A basic system of soil classification for making and interpreting soil surveys
    • Soil Survey Staff No. 436, second ed. USDA Natural Resources Conserv. Serv., U.S. Govt. Print. 23 Office, Washington, DC, 494-495).
    • Soil Survey Staff, 1999. Soil Taxonomy, A basic system of soil classification for making and interpreting soil surveys. Agric. Handb. No. 436, second ed. USDA Natural Resources Conserv. Serv., U.S. Govt. Print. 23 Office, Washington, DC, pp. 160-162, 494-495).
    • (1999) Agric. Handb. , pp. 160-162
  • 30
    • 80054058477 scopus 로고    scopus 로고
    • Detecting the effect of land-use change on streamflow, sediment and nutrient losses by distributed hydrological simulation
    • Tang L.H., Yang D.W., Hu H.P., Gao B. Detecting the effect of land-use change on streamflow, sediment and nutrient losses by distributed hydrological simulation. J. Hydrol. 2011, 409:172-182.
    • (2011) J. Hydrol. , vol.409 , pp. 172-182
    • Tang, L.H.1    Yang, D.W.2    Hu, H.P.3    Gao, B.4
  • 31
    • 0033913328 scopus 로고    scopus 로고
    • Evaluating the effects of changes in landscape structure on soil erosion by water and tillage
    • Van Oost K., Govers G., Desmet P.J.J. Evaluating the effects of changes in landscape structure on soil erosion by water and tillage. Landscape Ecol. 2000, 15:579-591.
    • (2000) Landscape Ecol. , vol.15 , pp. 579-591
    • Van Oost, K.1    Govers, G.2    Desmet, P.J.J.3
  • 32
    • 0036571930 scopus 로고    scopus 로고
    • Modelling land use changes and their impact on soil erosion and sediment supply to rivers
    • Van Rompaey A.J.J., Govers G., Puttemans C. Modelling land use changes and their impact on soil erosion and sediment supply to rivers. Earth Surf. Proc. Land. 2002, 27:481-494.
    • (2002) Earth Surf. Proc. Land. , vol.27 , pp. 481-494
    • Van Rompaey, A.J.J.1    Govers, G.2    Puttemans, C.3
  • 33
    • 69249108514 scopus 로고    scopus 로고
    • Quantification of the effects of climate variations and human activities on runoff by a monthly water balance model: a case study of the Chaobai River Basin in Northern China
    • Wang G., Xia J., Chen J. Quantification of the effects of climate variations and human activities on runoff by a monthly water balance model: a case study of the Chaobai River Basin in Northern China. Water Resour. Res. 2009, 45:W00A11. 10.1029/2007WR006768.
    • (2009) Water Resour. Res. , vol.45
    • Wang, G.1    Xia, J.2    Chen, J.3
  • 34
    • 33847131069 scopus 로고    scopus 로고
    • The effect of land uses and rainfall regimes on runoff and soil erosion in the semi-arid loess hilly area
    • Wei W., Chen L.D., Fu B.J., Huang Z.L., Wu D.P., Gui L.D. The effect of land uses and rainfall regimes on runoff and soil erosion in the semi-arid loess hilly area. China J. Hydrol. 2007, 335:247-258.
    • (2007) China J. Hydrol. , vol.335 , pp. 247-258
    • Wei, W.1    Chen, L.D.2    Fu, B.J.3    Huang, Z.L.4    Wu, D.P.5    Gui, L.D.6
  • 35
    • 65949107319 scopus 로고    scopus 로고
    • Responses of water erosion to rainfall extremes and vegetation types in a loess semiarid hilly area, NW China
    • Wei W., Chen L.D., Fu B.J., Lu Y.H., Gong J. Responses of water erosion to rainfall extremes and vegetation types in a loess semiarid hilly area, NW China. Hydrol. Process. 2009, 23:1780-1791.
    • (2009) Hydrol. Process. , vol.23 , pp. 1780-1791
    • Wei, W.1    Chen, L.D.2    Fu, B.J.3    Lu, Y.H.4    Gong, J.5
  • 36
    • 0002180578 scopus 로고
    • Flood routing with variable travel time or variable storage coefficients
    • Williams J.R. Flood routing with variable travel time or variable storage coefficients. Trans. ASAE 1969, 12:100-103.
    • (1969) Trans. ASAE , vol.12 , pp. 100-103
    • Williams, J.R.1
  • 37
    • 0003520641 scopus 로고
    • Predicting rainfall erosion losses: a guide to conservation planning
    • US Department of Agriculture, Washington, DC
    • Wischmeier W.H., Smith D.D. Predicting rainfall erosion losses: a guide to conservation planning. Agriculture Handbook 1978, vol. 537. US Department of Agriculture, Washington, DC, 58pp.
    • (1978) Agriculture Handbook , vol.537 , pp. 58
    • Wischmeier, W.H.1    Smith, D.D.2
  • 38
    • 71649099458 scopus 로고    scopus 로고
    • Assessment of runoff and sediment yield in the Miyun Reservoir catchment by using SWAT model
    • Xu Z.X., Pang J.P., Liu C.M., Li J.Y. Assessment of runoff and sediment yield in the Miyun Reservoir catchment by using SWAT model. Hydrol. Proces. 2009, 23:3619-3630.
    • (2009) Hydrol. Proces. , vol.23 , pp. 3619-3630
    • Xu, Z.X.1    Pang, J.P.2    Liu, C.M.3    Li, J.Y.4
  • 39
    • 33747419993 scopus 로고    scopus 로고
    • Increasing streamflow and baseflow in Mississippi River since the 1940s: effect of land use change
    • Zhang Y.K., Schilling K.E. Increasing streamflow and baseflow in Mississippi River since the 1940s: effect of land use change. J. Hydrol. 2006, 324:412-422.
    • (2006) J. Hydrol. , vol.324 , pp. 412-422
    • Zhang, Y.K.1    Schilling, K.E.2
  • 40
    • 79960594961 scopus 로고    scopus 로고
    • Effects of forest variety on runoff and sediment in the three Gorge Region of Yangtze River
    • (in Chinese)
    • Zhang H.J., Cheng J.H., Chen Z.W. Effects of forest variety on runoff and sediment in the three Gorge Region of Yangtze River. Res. Soil Water Conserv. 2007, 14:1-6. (in Chinese).
    • (2007) Res. Soil Water Conserv. , vol.14 , pp. 1-6
    • Zhang, H.J.1    Cheng, J.H.2    Chen, Z.W.3
  • 41
    • 79952726234 scopus 로고    scopus 로고
    • Response of land use/land cover change to hydrological dynamics in typical watershed in Loess gullied-hilly region of China
    • (in Chinese)
    • Zhang X.M., Yu X.X., Wu S.H., Zhang M.L., Li J.L. Response of land use/land cover change to hydrological dynamics in typical watershed in Loess gullied-hilly region of China. Acta Ecologica Sinica 2007, 27:414-423. (in Chinese).
    • (2007) Acta Ecologica Sinica , vol.27 , pp. 414-423
    • Zhang, X.M.1    Yu, X.X.2    Wu, S.H.3    Zhang, M.L.4    Li, J.L.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.