期刊文献+

一种LVQ与CA的流域下垫面抗蚀力模拟研究模型

Erosion-Resistance of Watershed Underlying Surface Simulation Model Based on LVQ and CA
下载PDF
导出
摘要 针对黄土高原岔巴沟流域水土流失及土壤侵蚀时空演化模拟中存在的问题,运用GIS、RS、元胞自动机、数据库等技术理论,基于LVQ神经网络规则构建流域下垫面抗蚀力时空演化CA模型,建立并实现了下垫面抗蚀力因素数据库与模型系统。通过处理分析该流域1990年与2004年地形数据和遥感影像数据,得出其2018年下垫面抗蚀力时空演化数据。 Aiming at the problems existing in the space-time evolution simulation of soil erosion, using GIS, RS, cellular automaton and database technology, based on the underlying surface corrosion resistance CA model of space-time evolution, we built and realized a erosion-resistance of underlying surface factor database and model system in this paper. Through processing the topographic data and remote sensing image data of 1990 and 2004, the space-time evolution data in 2018 was provided.
出处 《地理空间信息》 2014年第4期69-71,74,共4页 Geospatial Information
基金 国家科技支撑计划重点资助项目(2006BAB06B01-07)
关键词 流域 下垫面抗蚀力 GIS CA 神经网络 watershed,erosion-resistance of underlying surface,GIS,CA,neural networks
  • 相关文献

参考文献9

  • 1Wischmeier W H, Smith D D. Predicting RainFall - Erosio Losses from Cropland East of the Rocky Mountains [M]. USDA Agricultural Handbook, 1965.
  • 2Regard K G, Foster G R, Weenie G A.Predicting Soil Erosion by Water:A Guide to Conservation Planning with the Revised Universal Soil Loess Equation(RUSLE)IMI.USDA Handbook,1997.
  • 3Laffen J M, Lwonard J L, Foster G R. WEPP a New Ceneration of Erosion Prediction Technolog[J]. Journal of Soil and Water Conservation,1991,46(1):34-38.
  • 4Chase G C.Fluvial Landsculpting and the Fractal Dimension of Topography[J] .Geomorphology, 1992(5):39-57.
  • 5Luo W,Peronja E,Duffin K, et al.lncorporating Nonlinear Rules in a Web-based Interactive Landforln Siinulation Model(WILSIM)[J]. Computers & Geosciences, 2006,32(9): 1 512-1 518.
  • 6张永兴,欧敏,熊有胜,胡居义.基于GEOCA和GIS的土壤侵蚀空间演化模拟[J].西南农业大学学报(自然科学版),2005,27(4):427-431. 被引量:3
  • 7Anthony Gar-on Yeh.Integration of Neural Networks and Cellular Automata for Urban Planning[J].Geo-Spatial Information Science,2004,7(1):6-13. 被引量:2
  • 8赵晶,陈华根,许惠平.元胞自动机与神经网络相结合的土地演变模拟[J].同济大学学报(自然科学版),2007,35(8):1128-1132. 被引量:17
  • 9邢昱.小流域下垫面抗蚀力评价信息系统应用研究[D].开封:河南大学,2008.

二级参考文献34

  • 1黎夏,叶嘉安.知识发现及地理元胞自动机[J].中国科学(D辑),2004,34(9):865-872. 被引量:85
  • 2[1]Batty M, Xie Y (1994) From cells to cities. Environment and Planning B: Planning and Design, 21:531-548
  • 3[2]Clarke K C, Gaydos L J (1998) Loose-coupling a cellular automata model and GIS: long-term urban growth prediction for San Francisco and Washington/Baltimore. International Journal of Geographical Information Science, 12(7):699-714
  • 4[3]White R, Engelen G (1993) Cellular automata and fractal urban form: a cellular modelling approach to the evolution of urban land-use patterns. Environment and Planning A, 25:1 175-1 199
  • 5[4]Batty M, Xie Y, Sun Z L (1999) Modeling urban dynamics through GIS-based cellular automata. Computers, Environment and Urban Systems, 23:205-233
  • 6[5]Webster C J, Wu F (1999) Regulation, land-use mix, and urban performance. Part 2: simulation. Environment and Planning A, 31:1 529-1 545
  • 7[6]White R, Engelen G, Uijee I (1997) The use of constrained cellular automata for high-resolution modelling of urban land-use dynamics. Environment and Planning B: Planning and Design, 24:323-343
  • 8[7]Li X, Yeh A G O (2000) Modelling sustainable urban development by the integration of constrained cellular automata and GIS. International Journal of Geographical Information Science,14(2): 131-152
  • 9[8]Yeh A G O, Li X (2001) A constrained CA model for the simulation and planning of sustainable urban forms using GIS. Environment and Planning B: Planning and Design, 28:733-753
  • 10[9]Ward D P, Murray A T, Phinn S R (2000) A stochastically constrained cellular model of urban growth. Computers, Environment and Urban Systems, 24:539-558

共引文献19

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部