Citation: | Wei-jian Guo, Chuan-hai Wang, Teng-fei Ma, Xian-min Zeng, Hai Yang. 2016: A distributed Grid-Xinanjiang model with integration of subgrid variability of soil storage capacity. Water Science and Engineering, 9(2): 97-105. doi: 10.1016/j.wse.2016.06.003 |
Band, L.E., Moore, I.D., 1995. Scale: Landscape attributes and geographical information systems. Hydrological Processes, 9(3–4), 401–422. http://dx.doi.org/10.1002/hyp.3360090312.
|
Bell, V.A., Moore, R.J., 2000. The sensitivity of catchment runoff models to rainfall data at different spatial scales. Hydrology and Earth System Sciences Discussions, 4(4), 653–667. http://dx.doi.org/10.5194/hess-4-653-2000.
|
Beven, K., 2001. How far can we go in distributed hydrological modelling? Hydrology and Earth System Sciences, 5(1), 1–12. http://dx.doi.org/10.5194/hess-5-1-2001.
|
Blöschl, G., Sivapalan, M., 1995. Scale issues in hydrological modelling: A review. Hydrological Processes, 9(3–4), 251–290. http://dx.doi.org/10.1002/hyp.3360090305.
|
Brocca, L., Tullo, T., Melone, F., Moramarco, T., Morbidelli, R., 2012. Catchment scale soil moisture spatial-temporal variability. Journal of Hydrology, 422–423, 63–75. http://dx.doi.org/10.1016/j.jhydrol.2011.12.039.
|
Chen, X., Chen, Y.D., Xu, C.Y., 2007. A distributed monthly hydrological model for integrating spatial variations of basin topography and rainfall. Hydrological Processes, 21(2), 242–252. http://dx.doi.org/10.1002/hyp.6187.
|
Cole, S.J., and Moore, R.J., 2009. Distributed hydrological modelling using weather radar in gauged and ungauged basins. Advances in Water Resources, 32(7), 1107–1120. http://dx.doi.org/10.1016/j.advwatres.2009.01.006.
|
Famiglietti, J.S., Wood, E.F., 1994. Multiscale modeling of spatially variable water and energy balance processes. Water Resources Research, 30(11), 3061-3078. http://dx.doi.org/10.1029/94WR01498.
|
Famiglietti, J.S., Ryu, D., Berg, A.A., Rodell, M., Jackson, T.J., 2008. Field observations of soil moisture variability across scales. Water Resources Research, 44(1). http://dx.doi.org/10.1029/2006wr005804.
|
Hahmann, A.N., 2003. Representing spatial subgrid-scale precipitation variability in a GCM. Journal of Hydrometeorology, 4(5), 891–900. http://dx.doi.org/10.1175/1525-7541(2003)004<0891:RSSPVI>2.0.CO;2.
|
Kavvas, M.L., 1999. On the coarse-graining of hydrologic processes with increasing scales. Journal of Hydrology, 217(3–4), 191–202. http://dx.doi.org/10.1016/S0022-1694(98)00252-2.
|
Koster, R.D., Suarez, M.J., 1999. A simple framework for examining the interannual variability of land surface moisture fluxes. Journal of Climate, 12(7), 1911–1917. http://dx.doi.org/10.1175/1520-0442(1999)012<1911:ASFFET>2.0.CO;2.
|
Kosugi, K., 1996. Lognormal distribution model for unsaturated soil hydraulic properties. Water Resources Research, 32(9), 2697–2703. http://dx.doi.org/10.1029/96WR01776.
|
Kouwen, N., Soulis, E., Pietroniro, A., Donald, J., Harrington, R., 1993. Grouped response units for distributed hydrologic modeling. Journal of Water Resources Planning and Management, 119(3), 289–305. http://dx.doi.org/10.1061/(ASCE)0733-9496(1993)119:3(289).
|
Liang, X., Lettenmaier, D.P., Wood, E.F., 1996. One-dimensional statistical dynamic representation of subgrid spatial variability of precipitation in the two-layer variable infiltration capacity model. Journal of Geophysical Research, 101(D16), 21403–21422. http://dx.doi.org/10.1029/96jd01448.
|
Liu, J., Chen, X., Zhang, J., Flury, M., 2009. Coupling the Xinanjiang model to a kinematic flow model based on digital drainage networks for flood forecasting. Hydrological Processes, 23(9), 1337–1348. http://dx.doi.org/10.1002/hyp.7255.
|
Moore, R.J., 1985. The probability-distributed principle and runoff production at point and basin scales. Hydrological Sciences Journal, 30(2), 273–297. http://dx.doi.org/10.1080/02626668509490989.
|
Moore, R.J., Cole, S.J., Bell, V.A., Jones, D.A., 2006. Issues in flood forecasting: Ungauged basins, extreme floods and uncertainty. In: Tchiguirinskaia, J., Thein, K.N.N., Hubert, P., eds., Frontiers in Flood Research. IAHS Publication, Paris, pp. 103–122.
|
Moore, R.J., 2007. The PDM rainfall-runoff model. Hydrology and Earth System Sciences Discussions, 11(1), 483–499. http://dx.doi.org/10.5194/hess-11-483-2007.
|
Pietroniro, A., Soulis, E.D., 2003. A hydrology modelling framework for the Mackenzie GEWEX programme. Hydrological Processes, 17(3), 673–676. http://dx.doi.org/10.1002/hyp.5104.
|
Reed, S., Koren, V., Smith, M., Zhang, Z., Moreda, F., Seo, D.-J., DMIP participants, 2004. Overall distributed model intercomparison project results. Journal of Hydrology, 298(1–4), 27–60. http://dx.doi.org/10.1016/j.jhydrol.2004.03.031
|
Ryu, D., Famiglietti, J.S., 2005. Characterization of footprint-scale surface soil moisture variability using Gaussian and beta distribution functions during the Southern Great Plains 1997 (SGP97) hydrology experiment. Water Resources Research, 41(12). http://dx.doi.org/10.1029/2004wr003835.
|
Schmidt, J., Hewitt, A., 2004. Fuzzy land element classification from DTMs based on geometry and terrain position. Geoderma, 121(3–4), 243–256. http://dx.doi.org/10.1016/j.geoderma.2003.10.008.
|
Singh, V.P., 1997. Effect of spatial and temporal variability in rainfall and watershed characteristics on stream flow hydrograph. Hydrological Processes, 11(12), 1649–1669. http://dx.doi.org/10.1002/(SICI)1099-1085(19971015)11:12<1649::AID-HYP495>3.0.CO;2-1.
|
Sivapalan, M., Woods, R.A., Kalma, J.D., 1997. Variable bucket representation of TOPMODEL and investigation of the effects of rainfall heterogeneity. Hydrological Processes, 11(9), 1307–1330. http://dx.doi.org/10.1002/(SICI)1099-1085(199707)11:9<1307::AID-HYP562>3.0.CO;2-Y.
|
Smith, M.B., Koren, V.I., Zhang, Z., Reed, S.M., Pan, J.-J., Moreda, F., 2004. Runoff response to spatial variability in precipitation: An analysis of observed data. Journal of Hydrology, 298(1–4), 267-286. http://dx.doi.org/10.1016/j.jhydrol.2004.03.039.
|
Todini, E., 1996. The ARNO rainfall-runoff model. Journal of Hydrology, 175(1–4), 339–382. http://dx.doi.org/10.1016/S0022-1694(96)80016-3.
|
Western, A.W., Grayson, R.B., Blöschl, G., Willgoose, G.R., McMahon, T.A., 1999. Observed spatial organization of soil moisture and its relation to terrain indices. Water Resources Research, 35(3), 797–810. http://dx.doi.org/10.1029/1998WR900065.
|
Western, A.W., Zhou, S.-L., Grayson, R.B., McMahon, T.A., Blöschl, G., Wilson, D.J., 2004. Spatial correlation of soil moisture in small catchments and its relationship to dominant spatial hydrological processes. Journal of Hydrology, 286(1–4), 113–134. http://dx.doi.org/10.1016/j.jhydrol.2003.09.014.
|
Wilson, D.J., Western, A.W., Grayson, R.B., 2005. A terrain and data-based method for generating the spatial distribution of soil moisture. Advances in Water Resources, 28(1), 43–54. http://dx.doi.org/10.1016/j.advwatres.2004.09.007.
|
Winchell, M., Gupta, H.V., Sorooshian, S., 1998. On the simulation of infiltration- and saturation-excess runoff using radar-based rainfall estimates: Effects of algorithm uncertainty and pixel aggregation. Water Resources Research, 34(10), 2655–2670. http://dx.doi.org/10.1029/98wr02009.
|
Wood, E.F., Sivapalan, M., Beven, K., Band, L., 1988. Effects of spatial variability and scale with implications to hydrologic modeling. Journal of Hydrology, 102(1–4), 29–47. http://dx.doi.org/10.1016/0022-1694(88)90090-X.
|
Yao, C., Li, Z., Bao, H., Yu, Z., 2009. Application of a developed Grid-Xinanjiang model to Chinese watersheds for flood forecasting purpose. Journal of Hydrologic Engineering, 14(9), 923–934. http://dx.doi.org/10.1061/(ASCE)HE.1943-5584.0000067.
|
Younger, P.M., Freer, J.E., Beven, K.J., 2009. Detecting the effects of spatial variability of rainfall on hydrological modelling within an uncertainty analysis framework. Hydrological Processes, 23(14), 1988–2003. http://dx.doi.org/10.1002/hyp.7341.
|
Zhao, R., Liu, X., Singh, V., 1995. The Xinanjiang model. In: Singh, V.P., ed., Computer Models of Watershed Hydrology. Water Resources Publications, pp. 215–232.
|