A mathematical spatial interpolation method for the estimation of convective rainfall distribution over small watersheds |
Zhang, Shengtang
(College of Earth Science and Engineering, Shandong University of Science and Technology)
Zhang, Jingzhou (College of Earth Science and Engineering, Shandong University of Science and Technology) Liu, Yin (College of Mining and Safety Engineering, Shandong University of Science and Technology) Liu, Yuanchen (College of Earth Science and Engineering, Shandong University of Science and Technology) |
1 | Manohar A, Singh P, Goel NK, Singh RD. Spatial distribution and seasonal variability of rainfall in a mountainous basin in the Himalayan region. Water Resour. Manag. 2006;20:489-508. DOI |
2 | Gan TY, Dlamini EM, Biftu GF. Effects of model complexity and structure, data quality and objective functions on hydrologic modeling. J. Hydrol. 1997;192:81-103. DOI |
3 | Francesca B, Daniela C, Fedele G, Elena S. Spatial reconstruction of rainfall fields from rain gauge and radar data. Stoch. Env. Res. Risk A. 2014;28:1235-1245. DOI |
4 | Yeboah GA, Geoffrey P. Interpolation of daily rainfall networks using simulated radar fields for realistic hydrological modelling of spatial rain field ensembles. J. Hydrol. 2014;519:777-791. DOI |
5 | Shah SMS, O'Connell PE, Hosking JRM. Modelling the effects of spatial variability in rainfall on catchment response. 2. Experiments with distributed and lumped models. J. Hydrol. 1996;175:89-111. DOI |
6 | Segond ML, Wheater HS, Onof C. The significance of spatial rainfall representation for flood runoff estimation: A numerical evaluation based on the Lee catchment, UK. J. Hydrol. 2007;347:116-131. DOI |
7 | Bell VA, Moore RJ. The sensitivity of catchment runoff models to rainfall data at different spatial scales. Hydrol. Earth Syst. Sc. 2000;4:653-667. DOI |
8 | Goovaerts P. Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall. J. Hydrol. 2000;228:113-129. DOI |
9 | Mair A, Fares A. Comparison of rainfall interpolation methods in a mountainous region of a tropical island. J. Hydrol. Eng. 2011;16:371-383. DOI |
10 | Hesbon O, Yang JX, Liu WW, Han DW. Influence of rain gauge density on interpolation method selection. J. Hydrol. Eng. 2014;19:1-8. DOI |
11 | Buytaert W, Celleri R, Willems P, Bievre DB, Wyseure G. Spatial and temporal rainfall variability in mountainous areas: A case study from the south Ecuadorian Andes. J. Hydrol. 2006;329: 413-421. DOI |
12 | Campling P, Gobin A, Feyen J. Temporal and spatial rainfall analysis across a humid tropical catchment. Hydrol. Process 2001;15:359-375. DOI |
13 | Drogue G, Humbert J, Deraisme J, Mahr N, Freslonc N. A statistical topographic model using an omni-directional parameterization of the relief for mapping orographic rainfall. Int. J. Climatol. 2002;22:599-613. DOI |
14 | Kong YF, Tong WW. Spatial exploration and interpolation of the surface precipitation data. Geogr. Res. 2008;27:1097-1108. |
15 | Gotway CA, Ferguson RB, Hergert GW, Peterson TA. Comparison of Kriging and inverse-distance methods for mapping soil parameters. Soil Sci. Soc. Am. J. 1996;60:1237-1247. DOI |
16 | Wagner PD, Fiener P, Wilken F, Kumar S, Schneider K. Comparison and evaluation of spatial interpolation schemes for daily rainfall in data scarce regions. J. Hydrol. 2012;464-465: 388-400. DOI |
17 | Webster R, Oliver M. Geostatistics for environmental scientists. New York: Wiley; 2000. p. 45-60. |
18 | De Lannoy GJM, Verhoest NEC, De Troch FP. Characteristics of rainstorms over a temperate region derived from multiple time series of weather radar images. J. Hydrol. 2005;307:126-144. DOI |
19 | Hrachowitz M, Weiler M. Uncertainty of precipitation estimates caused by sparse gauging networks in a small, mountainous watershed. J. Hydrol. Eng. 2011;16:460-471. DOI |
20 | Bacchi B, Ranzi R, Borga M. Statistical characterization of spatial patterns of rainfall cells in extratropical cyclones. J. Geophys. Res. 1996;101:26277-26286. DOI |
21 | Goudenhoofdt E, Delobbe L. Statistical characteristics of convective storms in Belgium derived from volumetric weather radar observations. J. Appl. Meteor. Climatol. 2013; 52:918-934. DOI |
22 | Linsley RK, Franzini JB. Water Resources Engineering. New York: McGraw-Hill; 1979. p. 11-12 |
23 | Wood ET, Sivalapan M, Beven K, Band L. Effects of spatial variability and scale with implications to hydrologic modeling. J. Hydrol.1988;102:29-47. DOI |
24 | Abo-Monasar, Al-Zahrani. Estimation of rainfall distribution for the southwestern region of saudi arabia. Hydrolog. Sci. J. 2014;59:420-431. DOI |
25 | Hattermann FF, Wattenbach M, Krysanova V, Wechsung F. Runoff simulations on the macroscale with the ecohydrological model SWIM in the Elbe catchment-validation and uncertainty analysis. Hydrol. Process. 2005;19:693-714. DOI |
26 | Lloyd CD. Assessing the effect of integrating elevation data into the estimation of monthly precipitation in Great Britain. J. Hydrol. 2005;308:128-150. DOI |