Estimation of the spatial rainfall distribution using inverse distance weighting (IDW) in the middle of Taiwan (original) (raw)
Bedient PB, Huber WC (1992) Hydrology and floodplain analysis, 2nd edn. Addison-Wesley, Reading Google Scholar
Burrough PA, McDonnell RA (1998) Principles of geographical information systems. Oxford University Press, Oxford Google Scholar
Chu SL, Zhou ZY, Yuan L, Chen QG (2008) Study on spatial precipitation interpolation methods. Pratacult Sci 25(6):19–23 Google Scholar
Cressie N (1993) Statics for spatial data (revised edition). Wiley, New York Google Scholar
Devijver PA, Kittler J (1982) Pattern recognition: a statistical approach. Prentice-hall, London Google Scholar
Dirks KN, Hay JE, Stow CD (1998) High resolution studies of rainfall on Norfolk Island Part II: interpolation of rainfall data. J Hydrol 208:187–193 Article Google Scholar
Dong XH, Bo HJ, Deng X, Su J, Wang X (2009) Rainfall spatial interpolation methods and their applications to Qingjiang river basin. J China Three Gorges Univ (Nat Sci) 31(6):6–10 Google Scholar
Feng ZM, Yang YZ, Ding XQ, Lin ZH (2004) Optimization of the spatial interpolation methods for climate resources. Geograph Res 23(5):357–364 Google Scholar
Fotheringham AS, Brunsdon C, Charlton M (2002) Geographically weighted regression: the analysis of spatially varying relationship. Wiley, New York
Garcia M, Peters-Lidard CD, Goodrich DC (2008) Spatial interpolation of precipitation in a dense gauge network for monsoon storm events in the southwestern United States. Water Resour Res 44:W05S13(1–14) Google Scholar
Geisser S (1993) Predictive inference. Chapman and Hall, New York Google Scholar
Gemmer M, Becker S, Jiang T (2004) Observed monthly precipitation trends in China 1951–2002. Theor Appl Climatol 77:39–45 Article Google Scholar
Goovaerts P (2000) Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall. J Hydrol 228:113–129 Article Google Scholar
Gyalistras D (2003) Development and validation of a high-resolution monthly gridded temperature and precipitation data set for Switzerland (1951–2000). Clim Res 25(1):55–83 Article Google Scholar
Hsieh HH, Cheng SJ, Liou JY, Chou SC, Siao BR (2006) Characterization of spatially distributed summer daily rainfall. J Chin Agric Eng 52(1):47–55 Google Scholar
Jeffrey SJ, Carter JO, Moodie KB, Beswick AR (2001) Using spatial interpolation to construct a comprehensive archive of Australian climate data. Environ Model Softw 16(4):309–330 Article Google Scholar
Kohavi R (1995) A study of cross-validation and bootstrap for accuracy estimation and model selection. In: Proceedings of the fourteenth international joint conference on artificial intelligence, vol 2, no 12. Morgan Kaufmann, San Mateo, pp 1137–1143
Kohavi R, Provost F (1998) Special issue on applications of machine learning and the knowledge discovery process. Mach Learn 30(2–3):271–274 Google Scholar
Kong YF, Tong WW (2008) Spatial exploration and interpolation of the surface precipitation data. Geograph Res 27(5):1097–1108 Google Scholar
Kurtzman D, Navon S, Morin E (2009) Improving interpolation of daily precipitation for hydrologic modeling: spatial patterns of preferred interpolators. Hydrol Process 23:3281–3291 Article Google Scholar
Lam NS-N (1983) Spatial interpolation methods: a review. Am Cartogr 10:129–140 Article Google Scholar
Li J, Heap AD (2008) Spatial interpolation methods: a review for environmental scientists. Geoscience Australia, Record. Geoscience Australia, Canberra Google Scholar
Li JL, Zhang J, Zhang C, Chen QG (2006) Analyze and compare the spatial interpolation methods for climate factor. Pratacult Sci 23(8):6–11 Google Scholar
Li B, Huang JF, Jin ZF, Liu ZY (2010) Methods for calculation precipitation spatial distribution of Zhejiang Province based on GIS. J Zhejiang Univ (Sci Ed) 27(2):239–244 CAS Google Scholar
Lin XS, Yu Q (2008) Study on the spatial interpolation of agroclimatic resources in Chongqing. J Anhui Agric 36(30):13431–13463, 13470 Google Scholar
Lloyd CD (2005) Assessing the effect of integrating elevation data into the estimation of monthly precipitation in Great Britain. J Hydrol 308:128–150 Article Google Scholar
Lu GY, Wong DW (2008) An adaptive inverse-distance weighting spatial interpolation technique. Comput Geosci 34(9):1044–1055 Article Google Scholar
McLachlan GJ, Ambroise K-A, Do C (2004) Analyzing microarray gene expression data. Wiley, New York Book Google Scholar
Naoum S, Tsanis IK (2004) A multiple linear regression GIS module using spatial variables to model orographic rainfall. J Hydroinform 6:39–56 Google Scholar
Phogat V, Yadav AK, Malik RS, Kumar S, Cox J (2010) Simulation of salt and water movement and estimation of water productivity of rice crop irrigated with saline water. Paddy Water Environ 8:333–346 Article Google Scholar
Price DT, McKenney DW, Nalder IA, Hutchison MF, Kesteven JL (2000) A comparison of two statistical methods for interpolation of Canadian monthly mean climate data. Agric Meteorol 101:81–94 Article Google Scholar
Seaman RS (1983) Objective analysis accuracies of statistical interpolation and successive correction schemes. J Aust Meteorol Mag 31:225–240 Google Scholar
Segond M-L, Neokleous N, Makropoulos C, Onof C, Maksimovic C (2007) Simulation and spatio-temporal disaggregation of multi-site rainfall data for urban drainage applications. Hydrol Sci J 52(5):917–935 Article Google Scholar
Simanton JR, Osborn HB (1980) Reciprocal-distance estimate of point rainfall. J Hydraul Eng 106(7):1242–1246 Google Scholar
Traore S, Wang YM, Kan CE, Kerh T, Leu JM (2010) A mixture neural methodology for computing rice consumptive water requirements in Fada N’Gourma Region, Eastern Burkina Faso. Paddy Water Environ 8:165–173 Article Google Scholar
Tung YK (1983) Point rainfall estimation for a mountainous region. J Hydraul Eng 109(10):1386–1393 Article Google Scholar
Wang Y, Li CK, Chen L, Zheng SN (2008) Analysis on impact of weight to spatial interpolation methods. J Hunan Univ Sci Technol (Nat Sci Ed) 23(4):77–80 CAS Google Scholar
Wu L, Wu XJ, Xiao CC, Tian Y (2010) On temporal and spatial error distribution of five precipitation interpolation models. Geogr Geo-Inf Sci 26(3):19–24 Google Scholar
Yeh HC, Chen YC, Wei C, Chen RH (2011) Entropy and kriging approach to rainfall network design. Paddy Water Environ 9:343–355 Article Google Scholar
Zhong JJ (2010) A comparative study of spatial interpolation precision of annual average precipitation based on GIS in Xinjiang. Desert Oasis Meteorol 4(4):51–54 Google Scholar
Zhu HY, Jia SF (2004) Uncertainty in the spatial interpolation of rainfall data. Prog Geogr 23(2):34–42 Google Scholar
Zhuang LW, Wang SL (2003) Spatial interpolation methods of daily weather data in Northeast China. Quart J Appl Meteorol 14(5):605–616 Google Scholar