Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Scientia Geographica Sinica》 2004-05
Add to Favorite Get Latest Update

Application of Integrative Technioue of GIS and ANN to Forecast of Timber Volume of Forest Resource

CONG Pei-Tong~(1,2), ZU Yuan-Gang~1 , WANG Rui-Lan~1 , LI Cui-Xia~2(1. Northeast Forest University Open Research Laboratory of Forest Plant Ecology, Harbin, Heilongjiang 150040; 2. Tianjin Normal University College of Urban Environment Science, Tianjin 300074)  
The platforms of MO and MATLAB was effectively combined, and the evaluation of forest resource reserve as well as the GIS for prediction in Lao Shan Experimental Base was also established by the second development. The historical data is learned and the forest resource reserve of Lao Shan Experimental base is predicted and calculated by the adopting Artificial Neural Network of BP on the platform of GIS in the system. The system possesses the transmission function for database between the platforms and the analysis of GIS intellectual determination is realized. The study also provides the digitalized, visualized and intellectualized research system and method for the simulation and prediction for regional variations.
【CateGory Index】: P208
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 7 Hits
1 Wang Jing;Wu Jian;Chuzhou University;;Forest Stock Volume Estimation by Hyperspectral Remote Sensing in Arid and Semi-arid Area[J];东北林业大学学报;2014-01
2 SHI Peng-cheng;PENG Dao-li;College of Forestry,Beijing Forestry University;;Estimation of Forest Volume of Miyun County on Remote Sensing by Partial Least Squares Regression[J];江西农业大学学报;2013-04
3 CHI Zhi-feng,YANG Xian-wu(College of Urban and Environment Science,Xinyang Normal University,Henan Xinyang 464000,China);Geographic information prediction based on RBF neural network optimized by improved particle swarm algorithm[J];测绘科学;2012-03
4 QIE Guang-ping LIN Hui SUN Hua(South-central China Forestry Science and Technology University,Changsha 410004,Hunan Province);A Study of the Estimation of China Fir Forest Storage Volume by use of the Six Trees Method[J];四川林业科技;2011-02
5 QIE Guang-ping,LIN Hui,SUN Hua(Forestry Research Center of Remote Sensing Information Engineering,Central South Forestry University,Changsha 410004,China);Stock Volume Estimation of Cunninghamia Plantation Based on Six Trees Method[J];林业调查规划;2011-02
6 MA Jun-hong,ZHANG Yong-fu,WANG Hua(College of Resources and Environmental Science,Xinjiang University,Urumqi 830046,China);Research Progress in Estimating Forest Stock Amount with Remote Sensing[J];内蒙古林业调查设计;2008-02
7 HOU Ying-Zi1,2,CHEN Xiao-Ling1,WANG Fang-Xiong2(1.State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,Wuhan,Hubei 430079;2.School of Urban and Environmental Sciences,Liaoning Normal University,Dalian,Liaoning 116029);Fuzzy Comprehensive Evaluation of Water Environment Value Based on GIS[J];地理科学;2008-01
【Citations】
Chinese Journal Full-text Database 10 Hits
1 LI Xi-fei, WANG Ming-liang (Research Institute of Forest Resources Information Techniques, CAF, Beijing 100091, China);Research on Whole-stand Volume Models[J];林业科学研究;2001-03
2 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];测绘学报;2001-02
3 Liu Suqing\ Zhou Chang\ Du Shengzhen(Agronomy College,Zhanjiang Ocean University\ Zhanjiang 524088);THE STUDY ON THE WOOD CONSUMING PREDICTION MODEL OF NEURAL NETWORK BASING ON GENETIC ALGORITHM[J];林业科学;2001-03
4 YUE Tian xiang (State Key Laboratory of Resources and Environment Information System, Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, China);Standardized Documentation of Models for Resources and Environment and Their Integration with GIS[J];地理学报;2001-01
5 Zhou Hongze; Qn Zhilin (Northeast Forestry University, Harbin 150040, P. R. China);The Method to Estimate Timber Volume with GIS in Forest Resource Inventory[J];东北林业大学学报;2000-05
6 LIU Sheng he, WU Chuan jun, SHEN Hong quan (Institute of Geographical Sciences & Natural Resources, CAS, Beijing 100101, China);A GIS based Model of Urban Land Use Growth in Beijing[J];地理学报;2000-04
7 Guo Zhenggang (College of Forestry, Gansu Agricultural University, Lanzhou 730070)Wu Bingli (Gansu Institute of Forest Resources Inventory, Design and Research);Application of Grey Theory in Prediction of Stand Volume[J];甘肃农业大学学报;1999-02
8 Ma Shengli(Northwest Forest Inventory and Planning Institute of The state Forestry Administration,Xi'an Shaanxi 710048);GIS APPLICATION IN THE FOREST RESOURCES ON COUNTY LEVEL BY USING VIEWGIS[J];陕西林业科技;1999-01
9 Xiao Sheng (Fujian Research Center of Forestry Technical Development);Establishment,Management and Analytic Methods of the Forestry Geographic Information System[J];福建林业科技;1998-03
10 HONG Wei WU Cheng zhen HE Dong jin(Fujian College of Forestry,Nanping 353001);A STUDY ON THE MODEL OF FOREST RESOURCES MANAGEMENT BASED ON THE ARTIFICIAL NEURAL NETWORK[J];自然资源学报;1998-01
【Co-citations】
Chinese Journal Full-text Database 9 Hits
1 LIU Zhiguo;WANG Di;ZHANG Hong;ZHANG Xiaoyu;HAN Jianping;WANG Yunxia;Institute of Loess Plateau,Shanxi University;Shanxi Institute of Forest Inventory and Planning;College of Environment Science and Resources,Shanxi University;;Estimation for the Forest Volume of Pinus tabulaeformis Forest Based on Remote Sensing Data in East Shanxi[J];山西大学学报(自然科学版);2017-01
2 GONG Fuhua;YANG Shan;;Analysis of the Evolution of the Spatial Morphology of Suzhou City under the Influence of the Development Zone Rapid Construction[J];现代城市研究;2017-02
3 LI Bing;SUN Xiu-heng;WEI Hai-ning;XING Gang;CUI Yao-peng;Benxi Meteorological Bureau in Liaoning Province;;Elasticity Analysis of Land Expansion in Taiyuan City[J];现代农业科技;2017-02
4 GUAN Dun-yi;Liaoning Key Laboratory of Physical Geography and Geomatics,Liaoning Normal University;;Analyzing spatio-temporal differentiation of land use in Jinshitan, Dalian[J];国土与自然资源研究;2016-06
5 CHEN Kexin;ZHANG Feng;DU Zhenhong;LIU Renyi;Zhejiang Provincial Key Lab of GIS,Zhejiang University;Department of Geographic Information Science,Zhejiang University;;Analysis of urban expansion and driving forces in Jiaxing city based on remote sensing image[J];浙江大学学报(理学版);2016-06
6 CHEN Qingyun;TANG Xiaohua;Colleg of Geographical Science,Fujian Normal University;;Mechanism of Time and Space to Expand in Fuzhou City Areas[J];城市学刊;2016-06
7 FENG Xiaogang;SA Liwei;LI Fengxia;LI Meng;ZHOU Zaihui;YUAN Longfei;School of Architecture,Xi'an Univ.of Arch.& Tech.;;The simulation on Xi'an's urban heat environment based on CA-Markov model[J];西安建筑科技大学学报(自然科学版);2016-05
8 GAO Xiaofeng;LIU Huiping;ZHANG Yanghua;LV Ying;LIU Xiangping;State Key Laboratory of Remote Sensing Science,Beijing Key Laboratory for Remote Sensing of Environment and Digital Citie,School of Geography,Beijing Normal University;;Spatio-temporal patterns of urban expansion in the Yangtze River Delta Megalopolis from 1990 to 2010[J];北京师范大学学报(自然科学版);2016-05
9 ZHAI Tian-lin;JIN Gui;DENG Xiang-zheng;LI Zhao-hua;WANG Run;Faculty of Resources and Environmental Science Hubei University;Hubei Province Key Laboratory of Regional Development and Environmental Response;Institute of Geographic Sciences and Natural Resources Research,CAS;;RESEARCH OF WUHAN CITY LAND USE CLASSIFICATION METHOD BASED ON MULTI-SOURCE REMOTE SENSING IMAGE FUSION[J];长江流域资源与环境;2016-10
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LI Xiao-song1,2,LI Zeng-yuan1,GAO Zhi-hai1,BAI Li-na1,WANG Beng-yu1 (1.Institute of Forest Resource Information Techniques,Chinese Academy of Forestry,Beijing 100091,China;2.Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China);Estimation of Vegetation Cover in Desertified Regions from Hyperion Imageries Using NDVI and Partial Least Squares Regression[J];中国沙漠;2011-01
2 WANG Gai-Liang,WU Yan(1.Department of Computer Science and Technology,Tongji University,Shanghai 201804,China);TRAINING ARTIFICIAL NEURAL NETWORK BY INVADING ADAPTIVE GENETIC ALGORITHM[J];红外与毫米波学报;2010-02
3 CAO Yang①②,SONG Wei-dong①(① College of Surveying and Geographic science,LiaoNing Technical University,Fuxin 123000,China;② Chinese Academy of Surveying and Mapping,Beijing 100039,China);Rubber planting suitability evaluation model based on cloud theory,rough set and fuzzy neural network[J];测绘科学;2009-06
4 Sun Qingyan1,2,Yu Xinxiao1,Yang Xinbing3,Yue Yongjie1,Chen Huixin1(1.Key Lab.for Soil & Water Conservation and Desertification of Ministry of Education,College of Water and Soil Conservation,Beijing Forestry University,100083,Beijing;2.Heilongjiang Agricultural Reclamation Survey,Design and Research Institute,150090,Harbin;3.Forestry College,Agriculture University of Hebei,071000,Baoding,Hebei: China);Forest canopy interception of different tree species of protection forest in Miyun Reservoir watershed[J];中国水土保持科学;2009-03
5 ZHANG Kai1,2,WANG Run-yuan1,WANG Xiao-ping1,ZHAO Hong1,HAN Hai-tao3 (1Key Laboratory of Arid Climatic Changing and Reducing Disaster of Gansu Province,Key Open Laboratory of Arid Climate Change and Disaster Reduction of CMA,Institute of Arid Meteorology,China Meteorological Administration,Lanzhou 730020,China; 2Cold and Arid Regions Environmental and Engineering Research Institute,Chinese Academy of Sciences,Lanzhou 730000,China; 3Gansu Meteorological Information Center,Lanzhou 730020,China);Hyperspectral remote sensing estimation models for aboveground fresh biomass of spring wheat on Loess Plateau[J];生态学杂志;2009-06
6 CHENG Wu-xue et al(Chengdu Institute of Mountain Hazards and Environment,CAS,Chengdu,Sichuan 610041);Research Summary of Forest Volume Quantitative Estimation Based on Remote Sensing Technology[J];安徽农业科学;2009-16
7 HU Jian-ce,WU Guo-pingFaculty of Mechanical & Electronic Information,China University of Geosiences,Wuhan 430074,China);BP neural network based on principle component analysis in multi-spectral remote sensing images classification[J];测绘科学;2009-03
8 WANG Hong①③,ZHANG Zheng-lu②,ZHANG Jun①(① College of Economics and Trade & College of Land Management,Huazhong Agricultural University,Wuhan 430070,China;② School of Geodesy and Geomatics,Wuhan University,Wuhan 430072,China;③The Faculty of Earth Resources,China University of Geosciences(Wuhan),Wuhan 430079,China);A new A new algorithm for time series change point and its application on deformation analysis[J];测绘科学;2009-01
9 LIU Zhi-hua1,2,CHANG Yu1,CHEN Hong-wei1,2(1Institute of Applied Ecology,Chinese Academy of Sciences,Shenyang 110016,China;2Graduate University of Chinese Academy of Sciences,Beijing,100049,China);Estimation of forest volume in Huzhong forest area based on RS,GIS and ANN[J];应用生态学报;2008-09
10 XU Dong 1,2,DAI Limin 1,SHAO Guofan 1,3,TANG Lei 4,GU Huiyan5(1.Institute of Applied Ecology,Chinese Academy of Sciences,Shenyang 110016,China;2.Graduate School of Chinese Academy of Sciences,Beijing 100039,China;3.Department of Forestry and Natural Resources,Purdue University,West Lafayette IN 47907,USA;4.Department of Management,Shenyang Institute of Aeronautical Engineering,Shenyang 110034,China;5.School of Forestry,Northeast Forestry University,Haerbin 150040,China);Stand volume estimation based on RS,GIS and k-nearest neighbor methods[J];辽宁工程技术大学学报(自然科学版);2008-02
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 LIU Zhiguo;WANG Di;ZHANG Hong;ZHANG Xiaoyu;HAN Jianping;WANG Yunxia;Institute of Loess Plateau,Shanxi University;Shanxi Institute of Forest Inventory and Planning;College of Environment Science and Resources,Shanxi University;;Estimation for the Forest Volume of Pinus tabulaeformis Forest Based on Remote Sensing Data in East Shanxi[J];山西大学学报(自然科学版);2017-01
2 Wang Kangning;Ma Ting;Lv Jie;College of Geomatics,Xi'an University of Science and Technology;;Stock Volume Estimation Research Based on Random Forest Algorithm in Liangshui Nature Reserve[J];西南林业大学学报;2016-05
3 WANG Qiuwen;HE Cheng;LIU Kezhen;HONG Fangxia;Nanjing Forest Police College;Research Institute of Forest Ecology,Environment and Protection,Chinese Academy of Forestry;School of Tourism,Jiangxi Science & Technology Normal University of China;;A New Sampling Plot Inventory Method—the 7-Tree Method[J];林业资源管理;2016-01
4 LIAO Xing-yong;WEI Chao-fu;LUO Yun-zhong;School of Resources and Environment,Southwest University;;Multilevel Fuzzy Comprehensive Evaluation of Environmental Quality of a Vegetable Production Base——A Case Study of a Vegetable Base in Bishan County,Chongqing[J];西南大学学报(自然科学版);2015-01
5 LI Haiyan;CHEN Xiaohong;National and Provincial Joint Engineering Laboratory of Wetlands and Ecological Conservation, Institute of Natural Resources and Ecology, Heilongjiang Academy of Sciences;Key Laboratory of Geographical Resource and Environment Remote Sensing, Colleges of Heilongjiang Province,Harbin Normal University;;Research on Urbanization and Ecological Environment Coupling Development Based on SD Model: A Case in Eastern Coal-Electricity Base of Heilongjiang Province[J];生态经济;2014-12
6 JIN Zhi-feng;LU Xiao-ping;ZHANG Wei;YAN Chang-qing;Jiangsu Institute of Land Surveying and Planning;Nanjing Institute of Geography &Limnology,The Chinese Academy of Sciences;University of the Chinese Academy of Sciences;;ANALYSIS OF SCALE LAND USE OF VILLAGES IN TAICANG CITY BASED ON FUZZY SYNTHETIC EVALUATION[J];长江流域资源与环境;2014-07
7 Zheng Huaibing;Feng Zhongke;Nanjing Forest Police College;Beijing Forestry University;;Investigation and Monitoring of Forest Resources Based on Polygonal Sample Plot Method[J];东北林业大学学报;2014-07
8 Yang Sihan;Yue Depeng;Feng Zhongke;Zheng Jun;The Ministry of Education,Key Laboratory of Forest Breeding and Protecting,Beijing Forestry University;Institute of GIS,RS & GPS,Beijing Forestry University;;Optimal Value Selection of Trees with Polygon Plot Method[J];东北林业大学学报;2013-12
9 GUO Zhiwen;YUE Depeng;CAO Rui;YANG Sihan;Beijing Municipal Commission of Urban Planning;Beijing Forestry University;;Research on the Accuracy of Polygon Sample Plots[J];林业资源管理;2013-06
10 HUANG Yanping,CHEN Jinsong(Shenzhen Institutes of Advanced Technology,Chinese Academy of Science,Shenzhen 518551,China);Advances in the estimation of forest biomass based on SAR data[J];国土资源遥感;2013-03
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 ZONG Yue-guang, TANG Yan-bing, CHEN Hong-chun, GUO Rui-hua(Dept. of Resources & Environment, Beijing Normal University, Beijing 100875, China);The corridor effect of metropolitan spatialextension and optimization of landscape structure-the case of Beijing[J];The Journal of Chinese Geography;1999-04
2 Tian Li;THE URBAN LAND LEASING:CONTROL AND GUIDE[J];城市规划;1999-08
3 Wang Jun (Chinese Academy of Surveying and Mapping, Beijing 100039) Zhu Gongwu (Guangzhou Institute of Geography, Guangzhou 510071);A PRELIMINARY STUDY OF THE SOCIAL GEOGRAPHYOF BEIJING DURING THE LATE QING ANDTHE EARLY REPUBLICAN PERIOD[J];地理学报;1999-01
4 Li Xifei Hong Lingxia;Comparison of the Basal Area Growth Model Parameters for Chinese fir and Larix olgensis[J];林业科学研究;1997-05
5 Wang Mingliang Tang Shouzheng;Research on Universal Height Diameter Curves[J];林业科学研究;1997-03
6 Li Xifei ,Hong Lingxia(The Research Institute of Forest Resource Information Techniques,CAF Beijing 100091).;Research on the Use of Dummy Variables Method to Calculate the Family of Site Index Curves[J];林业科学研究;1997-02
7 Lan Bin; Hong Wei;Wu Chengzhen; Fang Luming (Resource & Environment Dept, Fujian College of Forestry, Nanping, Fujian 353001)Lan Jinde (Cutting and Planting Farm of Shaowu, Fujian 354000);Mathematical Model of Forest Resource Management in Northern Fujian Province[J];福建林学院学报;1996-01
8 Gu Chaolin Chen Tian(Institute of Geography,Chinese Academy of Sciences, Beijing 100101)Ding Jinhong (Institute of Population , East China Normal University,Shanghai 200062)Yu Wei (Institute of Urban Planning,Tongji University, Shanghai 200092);THE STUDY OF THE URBAN FRINGES IN CHINESE MEGALOPOLISES[J];地理学报;1993-04
9 Cui Gonghao Wu Jin (Department of Geo and Ocean Sciences. Naming University);THE SPATIAL STRUCTURE AND DEVELOPMENT OF CHINESE URBAN FRINGE[J];地理学报;1990-04
10 Li Xifei Tang Souzhen Wang Songlin(The Research Institute of Forest Resources Information Technique CAF);THE ESTABLISHMENT OF VARIABLE DENSITY YIELD TABLE FOR CHINESE FIR PLANTATION IN DAGANGSHAN EXPERIMENT BUREAU[J];林业科学研究;1988-04
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved