Comparison of interpolation methods for depth to groundwater and its temporal and spatial variations in the Minqin oasis of northwest China

Environmental Modelling & Software - Tập 24 - Trang 1163-1170 - 2009
Yue Sun1, Shaozhong Kang1, Fusheng Li2, Lu Zhang3
1Center for Agricultural Water Research in China, China Agricultural University, East Campus, Beijing 100083, China
2Agricultural College, Guangxi University, Nanning, Guangxi 530005, China
3CSIRO Land and Water, Christian Laboratory, GPO Box 1666, Canberra, ACT 2601, Australia

Tài liệu tham khảo

Ashraf, 1997, Application of geostatistics to evaluate partial weather station networks, Agricultural and Forest Meteorology, 84, 255, 10.1016/S0168-1923(96)02358-1 Caruso, 1998, Interpolation methods comparison, Computers and Mathematics with Applications, 35, 109, 10.1016/S0898-1221(98)00101-1 Chang, 1994 Chen, 1991, Orthogonal least squares learning algorithm for radial basis function networks, IEEE Transactions on Neural Networks, 2, 302, 10.1109/72.80341 Collins, 1996, A comparison of spatial interpolation techniques in temperature estimation Demuth, 1996 ESRI, 2004 Fang, 2005, Comparison of four precipitation spatial interpolation methods in Gansu, Journal of Arid Land Resources and Environment, 19, 47 Feng, 2004, Intercomparison of spatial interpolation based on observed precipitation data, Climatic and Environmental Research, 9, 261 Hutchinson, 1995, Interpolating mean rainfall using thin plate smoothing splines, International Journal of Geographical Information Systems, 9, 385, 10.1080/02693799508902045 Kang, 2004, The impacts of water-related human activities on the water–land environment of Shiyang river basin, an arid region in Northwest China, Hydrological Sciences Journal, 49, 413, 10.1623/hysj.49.3.413.54347 Kendall, 1973 Kenneth, 1996, Conceptualization and characterization of groundwater systems using geographic information systems, Engineering Geology, 42, 111 Kottegoda, 1980 Li, 2006, Spatial interpolation method and spatial distribution characteristics of monthly mean temperature in China during 1961–2000, Ecology and Environment, 15, 109 Li, 2000, Comparison of spatial interpolation methods, Advances in Earth Sciences, 15, 260 Li, 2005, The variability of groundwater mineralization in Minqin oasis, Acta Geographica Sinica, 60, 319 Theodossiou, 2006, Evaluation and optimisation of groundwater observation networks using the Kriging methodology, Environmental Modelling and Software, 21, 991, 10.1016/j.envsoft.2005.05.001 Theodossiou, 2007, Evaluation and optimisation of groundwater observation networks using the Kriging methodology, Environmental Modelling and Software, 22, 414, 10.1016/j.envsoft.2006.07.001 Wang, 2004, Crop water requirement isoline based on GIS and geostatistics, Transactions of the CSAE, 20, 51 Wei, J.H., Wang, G.Q., Li C.J., Shao, J.L., 2003. Recent advances associated with GIS in groundwater resources research (2), 94–98. Xu, 2005, GIS-based analysis on spatial-temporal change of groundwater level in the Hebei Plain, Acta Scientiarum Naturalium Universitatis Pekinensis, 41, 265 Zhang, 2005 Zhang, 1999, Applications of neural networks to simulate soil–tool interaction and soil behavior, Canadian Agricultural Engineering, 41, 119