Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Progress In Geography》 2005-01
Add to Favorite Get Latest Update

A Review of the Application of Cellular Models in Landscape Evolution Modeling

HUANG Chong, LIU Gaohuan (Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing, 100101, China)  
Cellular automata are discrete and dynamical systems that are divided up into small cells with each cell taking a certain state. The basic idea of cellular automata is to reduce a complex system of complex rules into something simpler. The theory of cellular automata was originally conceived by Ulam and Von Neumann in the 1940s to provide a model for investigating the behavior of complex and extended systems. In recent years cellular automata have been increasing in popularity in the study of modeling real phenomena occurring in biology, chemistry, ecology, economy, geology, mechanical engineering, medicine, physics, sociology, public traffic, etc. The extended cellular automata or cellular models have many advantages in landscape evolution modeling. First, cellular models include both spatial and temporal contents which are important factors in landscape evolution. Second, the rules and computation in cellular models are simpler and not so many parameters are required. Third, through the local interactions among cells, cellular models can exhibit a lot of complex phenomena such as emergence, chaos, reproduction, et al. Some disadvantages are also reviewed, which include the uncertainty of influence of cell size and the difficulty in result validation. Despite the deficiencies, cellular models exhibit a good prospect in landscape evolution modeling.
【Fund】: 国家自然科学基金资助项目(40371093)
【CateGory Index】: P931
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 2 Hits
1 ZHANG Qin1,ZHANG You-jing1,2,ZHANG Tao3(1.School of Earth Science and Engineering,Hohai University,Nanjing 210098;2.State Key Laboratory of Hydrology-Water Resource and Hydraulic Engineering,Hohai University,Nanjing 210098; 3.Shanghai Shuhui Technology Co.Ltd,Shanghai 201210,China);Improved Case-Based Reasoning Based Cellular Automaton for Simulating Land Cover Change[J];Geography and Geo-Information Science;2012-03
2 HUANG Chong,LIU Gao-huan(Institute of Geographic Sciences and Natural Resources Research,CAS, Beijing 100101,China);Dynamic modelling on stream profile evolution based on cellular models[J];Geographical Research;2006-02
【Citations】
Chinese Journal Full-text Database 3 Hits
1 LUO Ping~(1 2),DU Qing-yun~1, HE Su-fang~2(1.School of Resources & Environment Science, Wuhan University, Wuhan 430072, China;2.School of Nature Science, Foshan University, Foshan 528000, China);The experiment study on spatio-temporal simulation of urbanizing regions based on CA integrated with population density model[J];Science of Surveying and Mapping;2003-04
2 ZHANG Shanshan 1 (1 Research Center of Spatial Information and Digital Engineering ,Wuhan University, 129 Luoyu Road, Wuhan 430079, China);CA-based Modeling of Spatio-temporal Processes Simulation[J];Editorial Board of Geomatics and Information Science of Wuhan University;2004-02
3 CHEN Jian ping,DING Huo ping,WANG Gong wen,LI Qing, FENG Chun (China University of Geosciences, Beijing 100083,China);Desertification Evolution Modeling through the Integration of GIS and Cellular Automata[J];Journal of Remote Sensing;2004-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 DENG Xiang-zheng et al (Institute of Geographic Sciences and Natural Resources,Chinese Academy of Sciences,Beijing 100101);Simulation and Analysis of Structural Changes of Land System in Huanghuai-hai Plain[J];Journal of Anhui Agricultural Sciences;2008-04
2 ZHENG Yan-feng et al (College of Resource and Environment,Shandong Agricultural University,Taian,Shandong 271018);Study on Land Use Change Based on GIS and CA Model[J];Journal of Anhui Agricultural Sciences;2008-24
3 HUANG Jia-sheng et al(School of Life Science,Nanjing University,Nanjing,Jiangsu 210093);Dynamic Study on Agricultural Land in Zhangjiagang City Based on Cellular Automata Model[J];Journal of Anhui Agricultural Sciences;2009-02
4 ZHANG Shuai et al(Center of Information Technology in Agriculture,Shanghai Academy of Agriculture Sciences,Shanghai 201106);Application of Information Technology in Spatial-temporal Dynamic Simulation of Insect Pests[J];Journal of Anhui Agricultural Sciences;2009-07
5 WANG Xue-ge et al(China Northeast Municipal Engineering Design and Research Institute,Changchun,Jilin 130021);Establishment and Application of Agriculture Landscape Pattern Spatial Optimization Model Based on GIS-MATLAB-CA[J];Journal of Anhui Agricultural Sciences;2009-14
6 ZHENG De-ben et al (Guangzhou Institute of Geochemistry,Chinese Academy of Sciences,Guangzhou,Guangdong 510640);Simulation on Land Use Change Based on Logistic Regression CA——With Huadu in Guangzhou as an Example[J];Journal of Anhui Agricultural Sciences;2010-11
7 ZHANG Yun-sheng et al (Nanjing Forest Police Institute,Nanjing,Jiangsu 210046);Review and Prospect of Researches on Simulation of Forest Fire Spread[J];Journal of Anhui Agricultural Sciences;2010-32
8 YUE Cai-rong et al(Southwest Forestry University,Kunming,Yunnan 650224);Simulation of Landuse Change of Shangri-La County Based on Cellular Automata[J];Journal of Anhui Agricultural Sciences;2011-04
9 BAI Xin-ping(Institute of Geographic Sciences and Natural Resources Research,CAS,Beijing 100101);Forecast of Land Use Based on ANN-CA in Tianjin New Coastal Area[J];Journal of Anhui Agricultural Sciences;2011-12
10 SHEN Tiyan 1,3,ZHANG Hongxia2,LI Xun3,LI Xi2 1.School of Government,Peking University,Beijing 100871;2.School of Remote Sensing and Information Engineering,Wuhan University,Wuhan 430079;3.Center for Computational Science and Engineering,Peking University,Beijing 100871;Research on Real Estate Development Simulation Based on GIS and ABM[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2009-04
China Proceedings of conference Full-text Database 8 Hits
1 Deng Fang,Chen Jie,Chen Wenjie,Zhu Lin Department of Automatic Control,Beijing Institute of Technology,Beijing 100081,P.R.China;Cellular Automata and Their Applications in Combat Modeling & Simulation[A];[C];2007
2 Xilei Pang~(1,2,3) Chongfu Huang~(1,2,3) Sijian Zhao~(1,2,3) 1 State Key Laboratory of Earth Surface Processes and Resources Ecology(Beijing Normal University),Beijing 100875,China 2 Key Laboratory of Environmental Change and Natural Disaster,Ministry of Education of China,Beijing Normal University,Beijing 100875,China 3 Academy of Disaster Reduction and Emergency Management,Ministry of Civil Affairs & Ministry of Education,the Peoples' Republic of China,Beijing 100875,China;Research Tracking of the Methods and Technologies on Risk Analysis of Natural Disaster[A];[C];2010
3 ;Research on the Methods of 3D Virtual City Construction based on CA model[A];[C];2010
4 Wang Lin~1,Zheng Xinqi~2,Hu Haifeng~1,Wang Shuqing~2,Ning Gan~2 (1.College of Mining Engineering,Taiyuan University of Technology,Taiyuan 030024; 2.School of Land Science & Technology,China University of Geosciences,Beijing 100083);Research on LUCC of Changping District in Beijing based on the CA_Markov Model[A];[C];2010
5 Ning Gan~1,Zheng Xinqi~(1,2),Xin Ying~3,Lv Lina~1,Deng Jing~1 (1.School of Land Science & Technology,China University of Geosciences,Beijing 100083; 2.Beijing Key Laboratory of Land & Resources Information Research & Development,Beijing 100083; 3.Department of Electronics & Information Engineering,Huazhong University of Science & Technology,Wuhan 430074);Review on Research of Dynamic Model of Urban Land Use[A];[C];2010
6 ;Spatio-Temporal Analysis and Modeling of the Spread of Infectious Disease Based on Object-Oriented Cellular Automaton[A];[C];2004
7 LIU Song-tao1,2, YANG Shao-qing1, ZHOU Xiao-dong2 (1.Dept. of Information & Communication Engineering, Dalian Naval Academy, Dalian 116018, China; 2.Control Engineering Dept, Naval Aeronautical Engineering Institute, Yantai 264001, China);Cellular automata and its application to image processing[A];[C];2006
8 LIU Song-tao1,2, ZHOU Xiao-dong2, YANG Shao-qing1 (1.Dept. of Information & Communication Engineering, Dalian Naval Academy, Dalian 116018, China; 2.Control Engineering Dept, Naval Aeronautical Engineering Institute, Yantai 264001, China);New method of infrared image enhancement based on cellular automata[A];[C];2006
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 NI Guoqiang,LI Yongliang,NIU Lihong (Department of Optical Engineering, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China);New Developments in Data Fusion Technology Based on Neural Network[J];Journal of Beijing Institute of Technology;2003-04
2 HUANG Hua-guo;ZHANG Xiao-li; WANG Lei. College of Resources and Environment, Beijing Forestry University, 100083, P.R. China.;Simulation of forest fire spread based on a 3D-surface Cellular Automata Model[J];Journal of Beijing Forestry University;2005-03
3 Zhao Cheng (Yichang Institute of Geology and Mineral Resources, CAGS,Yichang 443003);RIVER CAPTURE AND ORIGIN OF THE YANGTZE GORGES[J];;1996-04
4 WANG Xie kang, FANG Duo (Sichuan University, China);ARTIFICIAL NEURAL NETWORK MODELING OF THE SOIL EROSION AND SEDIMENT YIELD[J];JOURNAL OF CHENGDU UNIVERSITY OF TECHNOLOGY;2000-02
5 SUN Yun-zhi~(1,2), SU Ai-jun~2 (1.Engineering Faculty, China University of Geosciences, Wuhan, China; 2.The Yangtze Institute of Geo-technique and Survey, Changjiang Water Resources Commission of China);Hydrogeological feature of Wanzhou Heping Square landslide in reservoir region of Three Gorges and significance for preventing project[J];Journal of Chengdu University of Technology(Science & Technology Edition);2004-04
6 XIANG Fang~1, ZHU Li-dong~1, WANG Cheng-shan~2, LI Yong-zhao~1, YANG Wen-guang~1(1.College of Earth Sciences, Chengdu University of Technology, Chengdu 610059, China;2.China University of Geosciences, Beijing 100083, China);Terrace age correlation and its significance in research of Yangtze Three Gorges, China[J];Journal of Chengdu University of Technology(Science & Technology Edition);2005-02
7 LUO Zhizeng\ \ YE Ming (Hangzhou Institute of Electronic Engineering, Hangzhou, 310037\ P.R.China);Multisensor Data Fusion Based on Bayes and It′s Application[J];Journal of Transcluction Technology;2001-03
8 ZHANG Xian feng,CUI Wei hong (Institute of Remote Sensing Applications, Chinese Academy of Sciences, Beijing 100101,China);Integrating GIS with Cellular Automaton Model to Establish a New Approach for Spatio-temporal Process Simulation and Prediction[J];Acta Geodaetica Et Cartographic Sinica;2001-02
9 LIU Xue-jun~(1,4), GONG Jian-ya~2, ZHOU Qi-ming~3, TANG Guo-an~1 for Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China; 3. Hong Kong Baptist University, Hong Kong, China, 4. Changsha Science and Technology University, Changsha 710069, China);A Study of Accuracy and Algorithms for Calculating Slope and Aspect Based on Grid Digital Elevation Model(DEM)[J];Acta Geodaetica Et Cartographic Sinica;2004-03
10 Chen Jun ①, Zhao Renliang ②① (① National Geomatics Center of China, Zhizhuyuan, Beijing, 100044, China) (② Institute of Surveying and Mapping, Central South University of Technology, Changsha,410083,China);Spatial relations in GIS: a survey on its key issues and research progress[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1999-02
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 YANG Qing-sheng,LI Xia(School of Geography and Planning,Sun Yat-sen University,Guangzhou 510275,China);Calibrating urban cellular automata using genetic algorithms[J];Geographical Research;2007-02
2 YAN Zhen-zhen,FAN Xiang-tao,DU Xiao-ping (Center for Earth Observation and Digital Earth,Chinese Academy of Sciences,Beijing,100094,China);Finite element analysis on the characteristics of hillslope evolution[J];Progress in Geophysics;2011-05
3 LIANG Da-shuang,HUANG Hua-guo,ZHAO Xiu-hai,WU Lei(Key Laboratory for Silviculture and Conservation,Ministry of Education,Beijing Forestry University,Beijing 100083);The Analysis of Classification Accuracy of Remote Sensing Data on the Wetland Change Prediction[J];Remote Sensing Information;2010-04
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Xian feng,CUI Wei hong (Institute of Remote Sensing Applications, Chinese Academy of Sciences, Beijing 100101,China);Integrating GIS with Cellular Automaton Model to Establish a New Approach for Spatio-temporal Process Simulation and Prediction[J];Acta Geodaetica Et Cartographic Sinica;2001-02
2 YU Xing xiu 1,2 , YANG Gui shan 1 (1 Nanjing Institute of Geography and Limnology, CAS, Nanjing 210008, China; 2 Department of Geograhy, Linyi Teacher, s College, Linyi 276005, China);The Advances and Problems of Land Use and Land Cover Change Research in China[J];Progress In Geography;2002-01
3 CHEN You-qi, Peter H. Verburg ( Institute of Natural Resources and Regional Planning, CAAS, Beijing 100081; Wageningen Agricultural University, The Netherlands);Multi-scale Spatial Characterization of Land Use/Land Cover in China[J];Scientia Geographica Sinica;2000-03
4 SHI Pei jun 1, CHEN Jin 2, PAN Yao zhong 1 (1.Insitute of Resoureces Science, Beijing Normal University, Opening Laboratory of Environmental Change amd Natural Disster, Ministry of State Education of China, Beijing 100875; 2.Institute of Env;Landuse Change Mechanism in Shenzhen City[J];ACTA GEOGRAPHICA SINICA;2000-02
5 LI Xia, YEH Anthony Gar-On ( Guangzhou Institute of Geography, Guangzhou 510070, China; Centre of Urban Planning and Environmental Management, University of Hong Kong, Hong Kong, China);Neural-network-based Cellular Automata for Realistic and Idealized Urban Simulation[J];Acta Geographica Sinica;2002-02
6 LI Xia 1, YEH A G O 2 (1. Guangzhou Institute of Geography, Guangzhou 510070; 2. Centre of Urban Planning and Environmental Management, University of Hong Kong, Hong Kong);Constrained Cellular Automata for Modelling Sustainable Urban Forms[J];ACTA GEOGRAPHICA SINICA;1999-04
7 LONG Hua-lou 1, LI Xiu-bin 2 (1. Land Consolidation and Rehabilitation Center, Ministry of Land and Resources, Beijing 100035, China; 2.Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, China);Spatio-temporal modelling of land use changes in transect of the Yangtse River and corresponding countermeasures[J];Geographical Research;2001-06
8 CUI Weihong ZHANG Xianfeng (Institute of remote sensing applications, CAS, Beijing 100101);Study on Dynamic Monitoring and Dynamic Simulating of Land Resource[J];Geo-information Science;2002-01
9 DUAN Yi\|chun 1,2 , CHEN Jian\|ping 1 , LI Qing 1 , DING Huo\|ping 1 , HUANG Ding\|hua 1 (1 Faculty of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China; 2. The Geological Museum of China, Bei;DESERTIFICATION: FROM LAYERS COUPLING TO GLOBAL CHANGE[J];Earth Science Frontiers;2002-02
10 Jia Hua Zhu Guorui Sato Yohei (School of Land Science, WTUSM, 129 Luoyu Road, Wuhan, China, 430079);The Mechanism Research on Land Use Conversions Based on Cellualr Automata and Grey Situation Decision Rules[J];JOURNAL OF WUHAN TECHNICAL UNIVERSITY OF SURVEYING AND MAPPING(WTUSM);1999-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved