Estimation of the spatial rainfall distribution using inverse distance weighting (IDW) in the middle of Taiwan

Paddy and Water Environment - Tập 10 Số 3 - Trang 209-222 - 2012
Fengwen Chen1, Chen‐Wuing Liu1
1Department of Bioenvironmental Systems Engineering, National Taiwan University, Taipei 10617, Taiwan

Tóm tắt

Từ khóa


Tài liệu tham khảo

Bedient PB, Huber WC (1992) Hydrology and floodplain analysis, 2nd edn. Addison-Wesley, Reading

Burrough PA, McDonnell RA (1998) Principles of geographical information systems. Oxford University Press, Oxford

Chu SL, Zhou ZY, Yuan L, Chen QG (2008) Study on spatial precipitation interpolation methods. Pratacult Sci 25(6):19–23

Cressie N (1993) Statics for spatial data (revised edition). Wiley, New York

Devijver PA, Kittler J (1982) Pattern recognition: a statistical approach. Prentice-hall, London

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

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

Feng ZM, Yang YZ, Ding XQ, Lin ZH (2004) Optimization of the spatial interpolation methods for climate resources. Geograph Res 23(5):357–364

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)

Geisser S (1993) Predictive inference. Chapman and Hall, New York

Gemmer M, Becker S, Jiang T (2004) Observed monthly precipitation trends in China 1951–2002. Theor Appl Climatol 77:39–45

Goovaerts P (2000) Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall. J Hydrol 228:113–129

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

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

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

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

Kong YF, Tong WW (2008) Spatial exploration and interpolation of the surface precipitation data. Geograph Res 27(5):1097–1108

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

Lam NS-N (1983) Spatial interpolation methods: a review. Am Cartogr 10:129–140

Li J, Heap AD (2008) Spatial interpolation methods: a review for environmental scientists. Geoscience Australia, Record. Geoscience Australia, Canberra

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

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

Lin XS, Yu Q (2008) Study on the spatial interpolation of agroclimatic resources in Chongqing. J Anhui Agric 36(30):13431–13463, 13470

Lloyd CD (2005) Assessing the effect of integrating elevation data into the estimation of monthly precipitation in Great Britain. J Hydrol 308:128–150

Lu GY, Wong DW (2008) An adaptive inverse-distance weighting spatial interpolation technique. Comput Geosci 34(9):1044–1055

McLachlan GJ, Ambroise K-A, Do C (2004) Analyzing microarray gene expression data. Wiley, New York

Naoum S, Tsanis IK (2004) A multiple linear regression GIS module using spatial variables to model orographic rainfall. J Hydroinform 6:39–56

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

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

Seaman RS (1983) Objective analysis accuracies of statistical interpolation and successive correction schemes. J Aust Meteorol Mag 31:225–240

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

Simanton JR, Osborn HB (1980) Reciprocal-distance estimate of point rainfall. J Hydraul Eng 106(7):1242–1246

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

Tung YK (1983) Point rainfall estimation for a mountainous region. J Hydraul Eng 109(10):1386–1393

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

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

Yeh HC, Chen YC, Wei C, Chen RH (2011) Entropy and kriging approach to rainfall network design. Paddy Water Environ 9:343–355

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

Zhu HY, Jia SF (2004) Uncertainty in the spatial interpolation of rainfall data. Prog Geogr 23(2):34–42

Zhuang LW, Wang SL (2003) Spatial interpolation methods of daily weather data in Northeast China. Quart J Appl Meteorol 14(5):605–616