( ) P208 : B : (2011) GIS. [2] Yee Leung GIS GIS

Size: px
Start display at page:

Download "( ) P208 : B : (2011) GIS. [2] Yee Leung GIS GIS"

Transcription

1 ( ), P208 : B : (2011) GIS [1] [2] Yee Leung GIS [3] [4] GIS [5] [2]

2 79 1.2, Bentham 1843 GIS Gruber1993,1995 [7] Guarino 1998, 1 GIS GIS 4 /// / [6] 2.2 Tversky and Hemenway GIS GIS GIS GIS Rough Protégé OWL OWL Class subclassof Marsh Coastal InlandMarsh ManualMarsh 3 Coastal Mangrove ShallowSea ManualMarsh IrrigateArea Canal IrrigateArea Acequia Paddyfield 2

3 [10] 1Protégé OWL OWL OWL import Gruber [7] 2 OWL Racer 3 R 1, R 2, R 3R 1^R 2R 3R 1 R 2 R 3 CF [0,1] [11] [12] 3 3 GIS GIS 83

4 [1],,. [M]. :,2006 [2],,,.ENVI [M]. :,2008,9: [3],,,. [J].,2007,(10):17-20 [4] HelmiZ M, AffendiSuhailiandShattriMansor. ThePerformance of Maximum Likelihood, Spectral Angle Mapper, Neural Network and Decision Tree Classifiers in Hyperspectral Image Analysis[J]. Journal of Computer Science, 2007, 3 (6): [5],,.[J].,2006,26(6):89-91 [6] Jia X and Richards J A.Segmented Principal Components Transformation Forefficient Hyperspectral Remote-Sensing Image Display and Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 1999,37(1): [7] M and Tatnall A R L. Introduction to Neural Networks in Remote Sensing[J]. International Journal of Remote Sensing, 1997, 11: [8] Weeks P J D and Gaston K J. Image Analysis, Neural Networks and the Taxonomic Impediment to Biodiversity Studies[J]. Biodiversity and Conservation, 1997, 6: [9] Foody G M and Mathur A. A Relative Evaluation of Multiclass Image Classification by Support Vector Machines [J]. Transactions On Geoscience And Remote Sensing, 2004, 42: [10] Osuna E,Freund R,Girosi F. Improved Training Algorithm for Support Vector Machines[J]. Proceedings of Workshop on Neural Networks for Signal Processing,1997,10 : [11]. [D] [12],,. [J].,2005,9(2) : [13],. [J].,2007,24(3) : [14] Kumar Shailesh, Ghosh Joydeep, Crawford Melba M. Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis[J]. Pattern Analysis&Applications, 2002, 5(2) : [15] Bachmann Charles M., Bettenhausen Michael H.,Fusina Robert A.,et al. A Credit Assignment Approach to Fusing Classifiers of Multiseason Hyperspectral Imagery [J]. IEEE Transactions on Geoscience&Remote sensing, 2003, 41(11) : [1]. [J] (1) [2]. [J] [3]. [J] :5-9 [4].[J] [5].[J]. ( ) : [6].GIS [J] [7] Gruber T. Towards Principles for the Design of Ontologies Used for Knowledge Sharing [J]. International Journal of Human Computer Studies,1995,43(5/ 6) : [8] Studer R, Benjamins V R, Fensel D. Knowledge Engineering, Principles and Methods [J]. Data and Knowledge Engineering, 1998,25(12): [9] Perez A G, Benjamins V R. Over View of Knowledge Sharing and Reuse Components: Ontologies and Problem Solving Methods. IJ-CA(1999). [10]. [D] [11],,,.[J] [12].FMEA [J]. 2009,311 :87-90

5 3 Google Earth in the Surveying and Mapping for Water Conservancy and Hydropower by DOU Chunhong Methods for GPS Satellite Orbits Interpolation by LI Guangzhou Analysis of the Image Pyramid-based Connection Points Extraxtionby YAO Zhiqing Construction of Three-dimensional Geographic Public Information Service Platform by DENG Shihu GDAL Multi-source Spatialdata Access Middleware by LIU Changming Temporal and Spatial Characteristics of Global Sea-level Changes Based on the Observation of Altimeter by WANG Zhenzhen Application of SketchUp to Virtual Mountain Modeling by LI Gang Coordinate Transformation for Large-Scale Topographic Maps with Unknow Spatial Reference System by HU Haiju Research of Interaction and Sharing Between Geo-Spatial Data of ESRI and AutoCAD Data by SONG Chao Application of Ontology to Geographic Knowledge Base Construction by CHEN Hu

6 4 Supervised Classification Method for Hyperspectral Images by HUANG Lixian s Development of Chengdu Scenic Spots Information Query System by WU Jing Design and Realization of Spatial Information System for Reservoir Management by XIE Senhui Design of Prehistoric Settlement Spatial Database around Mountain Song Area by ZHOU Jinyan Design and Development of the Geological Environment Evaluation and Compensation Calculation Module by WANG Yun Study of Encrypt and Decrypt DEM Based on Classical Cryptography by CHEN Lingyu Landscape Pattern Analysis of Qin'an Rural Settlements Spatial Distribution by CONG Yibo Application of RS and GIS Techniques to Studying the Evolution of Channel and Wetland along the Yangtze River in Anhui by YANG Juan

Application of ZY-3 remote sensing image in the research of Huashan experimental watershed

Application of ZY-3 remote sensing image in the research of Huashan experimental watershed Remote Sensing and GIS for Hydrology and Water Resources (IAHS Publ. 368, 2015) (Proceedings RSHS14 and ICGRHWE14, Guangzhou, China, August 2014). 51 Application of ZY-3 remote sensing image in the research

More information

Simulation of Wetlands Evolution Based on Markov-CA Model

Simulation of Wetlands Evolution Based on Markov-CA Model Simulation of Wetlands Evolution Based on Markov-CA Model ZHANG RONGQUN 1 ZHAI HUIQING 1 TANG CHENGJIE 2 MA SUHUA 2 1 Department of Geography informantion science, College of information and Electrical

More information

STUDY ON FOREST VEGETATION CLASSIFICATION BASED ON MULTI- TEMPORAL REMOTE SENSING IMAGES

STUDY ON FOREST VEGETATION CLASSIFICATION BASED ON MULTI- TEMPORAL REMOTE SENSING IMAGES STUDY ON FOREST VEGETATION CLASSIFICATION BASED ON MULTI- TEMPORAL REMOTE SENSING IMAGES Xia Jing 1, 2, JiHua Wang 2, WenJiang Huang 2,*, LiangYun Liu 2, JinDi Wang 1 1 School of Geography, Beijing Normal

More information

MONITORING OF GLACIAL CHANGE IN THE HEAD OF THE YANGTZE RIVER FROM 1997 TO 2007 USING INSAR TECHNIQUE

MONITORING OF GLACIAL CHANGE IN THE HEAD OF THE YANGTZE RIVER FROM 1997 TO 2007 USING INSAR TECHNIQUE MONITORING OF GLACIAL CHANGE IN THE HEAD OF THE YANGTZE RIVER FROM 1997 TO 2007 USING INSAR TECHNIQUE Hong an Wu a, *, Yonghong Zhang a, Jixian Zhang a, Zhong Lu b, Weifan Zhong a a Chinese Academy of

More information

DEM-based Ecological Rainfall-Runoff Modelling in. Mountainous Area of Hong Kong

DEM-based Ecological Rainfall-Runoff Modelling in. Mountainous Area of Hong Kong DEM-based Ecological Rainfall-Runoff Modelling in Mountainous Area of Hong Kong Qiming Zhou 1,2, Junyi Huang 1* 1 Department of Geography and Centre for Geo-computation Studies, Hong Kong Baptist University,

More information

An Introduction to Geographic Information System

An Introduction to Geographic Information System An Introduction to Geographic Information System PROF. Dr. Yuji MURAYAMA Khun Kyaw Aung Hein 1 July 21,2010 GIS: A Formal Definition A system for capturing, storing, checking, Integrating, manipulating,

More information

Comparison of MLC and FCM Techniques with Satellite Imagery in A Part of Narmada River Basin of Madhya Pradesh, India

Comparison of MLC and FCM Techniques with Satellite Imagery in A Part of Narmada River Basin of Madhya Pradesh, India Cloud Publications International Journal of Advanced Remote Sensing and GIS 013, Volume, Issue 1, pp. 130-137, Article ID Tech-96 ISS 30-043 Research Article Open Access Comparison of MLC and FCM Techniques

More information

USING HYPERSPECTRAL IMAGERY

USING HYPERSPECTRAL IMAGERY USING HYPERSPECTRAL IMAGERY AND LIDAR DATA TO DETECT PLANT INVASIONS 2016 ESRI CANADA SCHOLARSHIP APPLICATION CURTIS CHANCE M.SC. CANDIDATE FACULTY OF FORESTRY UNIVERSITY OF BRITISH COLUMBIA CURTIS.CHANCE@ALUMNI.UBC.CA

More information

Remote Sensing and GIS Application in Change Detection Study Using Multi Temporal Satellite

Remote Sensing and GIS Application in Change Detection Study Using Multi Temporal Satellite Cloud Publications International Journal of Advanced Remote Sensing and GIS 2013, Volume 2, Issue 1, pp. 374-378, Article ID Tech-181 ISSN 2320-0243 Case Study Open Access Remote Sensing and GIS Application

More information

Improvement of the National Hydrography Dataset for Parts of the Lower Colorado Region and Additional Areas of Importance to the DLCC

Improvement of the National Hydrography Dataset for Parts of the Lower Colorado Region and Additional Areas of Importance to the DLCC Improvement of the National Hydrography Dataset for Parts of the Lower Colorado Region and Additional Areas of Importance to the DLCC Carlos Reyes-Andrade California State University, Northridge September

More information

Object Based Image Classification for Mapping Urban Land Cover Pattern; A case study of Enugu Urban, Enugu State, Nigeria.

Object Based Image Classification for Mapping Urban Land Cover Pattern; A case study of Enugu Urban, Enugu State, Nigeria. Object Based Image Classification for Mapping Urban Land Cover Pattern; A case study of Enugu Urban, Enugu State, Nigeria. Nnam, Godwin Uchechukwu, u_nnam@yahoo.com a Ndukwu, Raphael I., raphael.ndukwu@unn.edu.ng

More information

GEO-INFORMATION (LAKE DATA) SERVICE BASED ON ONTOLOGY

GEO-INFORMATION (LAKE DATA) SERVICE BASED ON ONTOLOGY GEO-INFORMATION (LAKE DATA) SERVICE BASED ON ONTOLOGY Long-hua He* and Junjie Li Nanjing Institute of Geography & Limnology, Chinese Academy of Science, Nanjing 210008, China * Email: lhhe@niglas.ac.cn

More information

THE DESIGN AND IMPLEMENTATION OF A WEB SERVICES-BASED APPLICATION FRAMEWORK FOR SEA SURFACE TEMPERATURE INFORMATION

THE DESIGN AND IMPLEMENTATION OF A WEB SERVICES-BASED APPLICATION FRAMEWORK FOR SEA SURFACE TEMPERATURE INFORMATION THE DESIGN AND IMPLEMENTATION OF A WEB SERVICES-BASED APPLICATION FRAMEWORK FOR SEA SURFACE TEMPERATURE INFORMATION HE Ya-wen a,b,c, SU Fen-zhen a, DU Yun-yan a, Xiao Ru-lin a,c, Sun Xiaodan d a. Institute

More information

KNOWLEDGE-BASED CLASSIFICATION OF LAND COVER FOR THE QUALITY ASSESSEMENT OF GIS DATABASE. Israel -

KNOWLEDGE-BASED CLASSIFICATION OF LAND COVER FOR THE QUALITY ASSESSEMENT OF GIS DATABASE. Israel - KNOWLEDGE-BASED CLASSIFICATION OF LAND COVER FOR THE QUALITY ASSESSEMENT OF GIS DATABASE Ammatzia Peled a,*, Michael Gilichinsky b a University of Haifa, Department of Geography and Environmental Studies,

More information

RVM-based multi-class classification of remotely sensed data

RVM-based multi-class classification of remotely sensed data RVM-based multi-class classification of remotely sensed data Foody, G. M. International Journal of Remote Sensing, 29, 1817-1823 (2008). The manuscript of the above article revised after peer review and

More information

M.C.PALIWAL. Department of Civil Engineering NATIONAL INSTITUTE OF TECHNICAL TEACHERS TRAINING & RESEARCH, BHOPAL (M.P.), INDIA

M.C.PALIWAL. Department of Civil Engineering NATIONAL INSTITUTE OF TECHNICAL TEACHERS TRAINING & RESEARCH, BHOPAL (M.P.), INDIA INVESTIGATIONS ON THE ACCURACY ASPECTS IN THE LAND USE/LAND COVER MAPPING USING REMOTE SENSING SATELLITE IMAGERY By M.C.PALIWAL Department of Civil Engineering NATIONAL INSTITUTE OF TECHNICAL TEACHERS

More information

Investigation of the Effect of Transportation Network on Urban Growth by Using Satellite Images and Geographic Information Systems

Investigation of the Effect of Transportation Network on Urban Growth by Using Satellite Images and Geographic Information Systems Presented at the FIG Congress 2018, May 6-11, 2018 in Istanbul, Turkey Investigation of the Effect of Transportation Network on Urban Growth by Using Satellite Images and Geographic Information Systems

More information

Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan University, China

Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan University, China Name: Peng Yue Title: Professor and Director, Institute of Geospatial Information and Location Based Services (IGILBS) Associate Chair, Department of Geographic Information Engineering School of Remote

More information

CURRICULUM VITAE (As of June 03, 2014) Xuefei Hu, Ph.D.

CURRICULUM VITAE (As of June 03, 2014) Xuefei Hu, Ph.D. CURRICULUM VITAE (As of June 03, 2014) Xuefei Hu, Ph.D. Postdoctoral Fellow Department of Environmental Health Rollins School of Public Health Emory University 1518 Clifton Rd., NE, Claudia N. Rollins

More information

Using Cellular Automaton to Simulate Urban Expansion in Changchun, China

Using Cellular Automaton to Simulate Urban Expansion in Changchun, China Sensors & Transducers 2014 by IFSA Publishing, S. L. http://www.sensorsportal.com Using Cellular Automaton to Simulate Urban Expansion in Changchun, China 1, 2 Jing MA, 3 Qiang BI, 4 Jingxia ZHANG, 1 Hongmei

More information

Spatial Data Science. Soumya K Ghosh

Spatial Data Science. Soumya K Ghosh Workshop on Data Science and Machine Learning (DSML 17) ISI Kolkata, March 28-31, 2017 Spatial Data Science Soumya K Ghosh Professor Department of Computer Science and Engineering Indian Institute of Technology,

More information

A Method to Improve the Accuracy of Remote Sensing Data Classification by Exploiting the Multi-Scale Properties in the Scene

A Method to Improve the Accuracy of Remote Sensing Data Classification by Exploiting the Multi-Scale Properties in the Scene Proceedings of the 8th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences Shanghai, P. R. China, June 25-27, 2008, pp. 183-188 A Method to Improve the

More information

GIS GIS.

GIS GIS. Vol.7, No. 1, Spring 2015 Iranian Remote Sensing & - * Email: Hamid.hansar@Gmail.com * (Wang, 1990) (Liu et al., 2011) (Liu et al., 2011) (Rajesh et al., 2015) - Melgani et al., 2000 (Liu et al., 2011)

More information

Free Open Source Software: FOSS Based GIS for Spatial Retrievals of Appropriate Locations for Ocean Energy Utilizing Electric Power Generation Plants

Free Open Source Software: FOSS Based GIS for Spatial Retrievals of Appropriate Locations for Ocean Energy Utilizing Electric Power Generation Plants Free Open Source Software: FOSS Based GIS for Spatial Retrievals of Appropriate Locations for Ocean Energy Utilizing Electric Power Generation Plants Kohei Arai 1 Graduate School of Science and Engineering

More information

APPLICATION OF LAND CHANGE MODELER FOR PREDICTION OF FUTURE LAND USE LAND COVER A CASE STUDY OF VIJAYAWADA CITY

APPLICATION OF LAND CHANGE MODELER FOR PREDICTION OF FUTURE LAND USE LAND COVER A CASE STUDY OF VIJAYAWADA CITY APPLICATION OF LAND CHANGE MODELER FOR PREDICTION OF FUTURE LAND USE LAND COVER A CASE STUDY OF VIJAYAWADA CITY K. Sundara Kumar 1, Dr. P. Udaya Bhaskar 2, Dr. K. Padmakumari 3 1 Research Scholar, 2,3

More information

Abstract: About the Author:

Abstract: About the Author: REMOTE SENSING AND GIS IN LAND USE PLANNING Sathees kumar P 1, Nisha Radhakrishnan 2 1 1 Ph.D Research Scholar, Department of Civil Engineering, National Institute of Technology, Tiruchirappalli- 620015,

More information

Development and application of hyperspectral image classification technology

Development and application of hyperspectral image classification technology , pp.143-149 http://dx.doi.org/10.14257/astl.2016.123.28 Development and application of hyperspectral image classification technology Jiang Wei 1, Su Wunhai 2, Fan Yongcun 2, and Li Jian 3 1 Harbin Finance

More information

SUPPORTING INFORMATION. Ecological restoration and its effects on the

SUPPORTING INFORMATION. Ecological restoration and its effects on the SUPPORTING INFORMATION Ecological restoration and its effects on the regional climate: the case in the source region of the Yellow River, China Zhouyuan Li, Xuehua Liu,* Tianlin Niu, De Kejia, Qingping

More information

LAND COVER CATEGORY DEFINITION BY IMAGE INVARIANTS FOR AUTOMATED CLASSIFICATION

LAND COVER CATEGORY DEFINITION BY IMAGE INVARIANTS FOR AUTOMATED CLASSIFICATION LAND COVER CATEGORY DEFINITION BY IMAGE INVARIANTS FOR AUTOMATED CLASSIFICATION Nguyen Dinh Duong Environmental Remote Sensing Laboratory Institute of Geography Hoang Quoc Viet Rd., Cau Giay, Hanoi, Vietnam

More information

Land Features Extraction from Landsat TM Image Using Decision Tree Method

Land Features Extraction from Landsat TM Image Using Decision Tree Method www.ijrsa.org International Journal of Remote Sensing Applications (IJRSA) Volume 6, 2016 doi: 10.14355/ijrsa.2016.06.011 Land Features Extraction from Landsat TM Image Using Decision Tree Method Jason

More information

INVESTIGATION LAND USE CHANGES IN MEGACITY ISTANBUL BETWEEN THE YEARS BY USING DIFFERENT TYPES OF SPATIAL DATA

INVESTIGATION LAND USE CHANGES IN MEGACITY ISTANBUL BETWEEN THE YEARS BY USING DIFFERENT TYPES OF SPATIAL DATA INVESTIGATION LAND USE CHANGES IN MEGACITY ISTANBUL BETWEEN THE YEARS 1903-2010 BY USING DIFFERENT TYPES OF SPATIAL DATA T. Murat Celikoyan, Elif Sertel, Dursun Zafer Seker, Sinasi Kaya, Uğur Alganci ITU,

More information

GLOBWETLAND AFRICA TOOLBOX

GLOBWETLAND AFRICA TOOLBOX The GlobWetland Africa Toolbox is an open source and free-of-charge software toolbox for inventorying, mapping, monitoring and assessing wetlands. The toolbox comes with end-to-end processing workflows

More information

FLOOD DAMAGE ASSESSMENT INTEGRATING GEOSPATIAL TECHNOLOGIES. A CASE STUDY IN HUE, VIET NAM

FLOOD DAMAGE ASSESSMENT INTEGRATING GEOSPATIAL TECHNOLOGIES. A CASE STUDY IN HUE, VIET NAM Paper 5-4-2 FLOOD DAMAGE ASSESSMENT INTEGRATING GEOSPATIAL TECHNOLOGIES. A CASE STUDY IN HUE, VIET NAM DINH NGOC DAT, J. S. M. FOWZE, NGUYEN DUONG ANH, MANZUL K. HAZARIKA AND LAL SAMARAKOON GeoInformatics

More information

GERSVIEW: A New Database for Web Mapping

GERSVIEW: A New Database for Web Mapping GERSVIEW: A New Database for Web Mapping William J. Hernández, M.S. Graduate Student Department of Marine Sciences-UPRM Fernando Gilbes, Ph.D. Associate Professor Department of Geology-UPRM Overview Introduction

More information

Vegetation Change Detection of Central part of Nepal using Landsat TM

Vegetation Change Detection of Central part of Nepal using Landsat TM Vegetation Change Detection of Central part of Nepal using Landsat TM Kalpana G. Bastakoti Department of Geography, University of Calgary, kalpanagb@gmail.com Abstract This paper presents a study of detecting

More information

Using geographically weighted variables for image classification

Using geographically weighted variables for image classification Remote Sensing Letters Vol. 3, No. 6, November 2012, 491 499 Using geographically weighted variables for image classification BRIAN JOHNSON*, RYUTARO TATEISHI and ZHIXIAO XIE Department of Geosciences,

More information

HIERARCHICAL IMAGE OBJECT-BASED STRUCTURAL ANALYSIS TOWARD URBAN LAND USE CLASSIFICATION USING HIGH-RESOLUTION IMAGERY AND AIRBORNE LIDAR DATA

HIERARCHICAL IMAGE OBJECT-BASED STRUCTURAL ANALYSIS TOWARD URBAN LAND USE CLASSIFICATION USING HIGH-RESOLUTION IMAGERY AND AIRBORNE LIDAR DATA HIERARCHICAL IMAGE OBJECT-BASED STRUCTURAL ANALYSIS TOWARD URBAN LAND USE CLASSIFICATION USING HIGH-RESOLUTION IMAGERY AND AIRBORNE LIDAR DATA Qingming ZHAN, Martien MOLENAAR & Klaus TEMPFLI International

More information

SENSING URBAN LAND-USE PATTERNS BY INTEGRATING GOOGLE TENSORFLOW AND SCENE-CLASSIFICATION MODELS

SENSING URBAN LAND-USE PATTERNS BY INTEGRATING GOOGLE TENSORFLOW AND SCENE-CLASSIFICATION MODELS SENSING URBAN LAND-USE PATTERNS BY INTEGRATING GOOGLE TENSORFLOW AND SCENE-CLASSIFICATION MODELS Yao Yao a, Haolin Liang a, Xia Li b, *, Jinbao Zhang a, Jialv He a a Guangdong Key Laboratory for Urbanization

More information

A Case Study for Semantic Translation of the Water Framework Directive and a Topographic Database

A Case Study for Semantic Translation of the Water Framework Directive and a Topographic Database A Case Study for Semantic Translation of the Water Framework Directive and a Topographic Database Angela Schwering * + Glen Hart + + Ordnance Survey of Great Britain Southampton, U.K. * Institute for Geoinformatics,

More information

Using Geographic Information Systems and Remote Sensing Technology to Analyze Land Use Change in Harbin, China from 2005 to 2015

Using Geographic Information Systems and Remote Sensing Technology to Analyze Land Use Change in Harbin, China from 2005 to 2015 Using Geographic Information Systems and Remote Sensing Technology to Analyze Land Use Change in Harbin, China from 2005 to 2015 Yi Zhu Department of Resource Analysis, Saint Mary s University of Minnesota,

More information

Urban remote sensing: from local to global and back

Urban remote sensing: from local to global and back Urban remote sensing: from local to global and back Paolo Gamba University of Pavia, Italy A few words about Pavia Historical University (1361) in a nice town slide 3 Geoscience and Remote Sensing Society

More information

Deriving Uncertainty of Area Estimates from Satellite Imagery using Fuzzy Land-cover Classification

Deriving Uncertainty of Area Estimates from Satellite Imagery using Fuzzy Land-cover Classification International Journal of Information and Computation Technology. ISSN 0974-2239 Volume 3, Number 10 (2013), pp. 1059-1066 International Research Publications House http://www. irphouse.com /ijict.htm Deriving

More information

Geography & Technology. Geography of Canada

Geography & Technology. Geography of Canada Geography & Technology Geography of Canada www.craigmarlatt.com/school Geography & Technology 1. Geographic Informationn Systems 2. Global Positioning System 3. Aerial Photographs 4. Satellite Imagery

More information

Advancing Machine Learning and AI with Geography and GIS. Robert Kircher

Advancing Machine Learning and AI with Geography and GIS. Robert Kircher Advancing Machine Learning and AI with Geography and GIS Robert Kircher rkircher@esri.com Welcome & Thanks GIS is expected to do more, faster. see where find where predict where locate, connect WHERE route

More information

Dr. Qihao Weng s published works on urban remote sensing,

Dr. Qihao Weng s published works on urban remote sensing, Dr. Qihao Weng s published works on urban remote sensing, 2012-2016 Total articles: 41; Books: 2 Urban Climatology (11 articles) 1) Fu, P. and Q. Weng*. 2016. A time series analysis of urbanization induced

More information

VISUALIZATION URBAN SPATIAL GROWTH OF DESERT CITIES FROM SATELLITE IMAGERY: A PRELIMINARY STUDY

VISUALIZATION URBAN SPATIAL GROWTH OF DESERT CITIES FROM SATELLITE IMAGERY: A PRELIMINARY STUDY CO-439 VISUALIZATION URBAN SPATIAL GROWTH OF DESERT CITIES FROM SATELLITE IMAGERY: A PRELIMINARY STUDY YANG X. Florida State University, TALLAHASSEE, FLORIDA, UNITED STATES ABSTRACT Desert cities, particularly

More information

Object Based Imagery Exploration with. Outline

Object Based Imagery Exploration with. Outline Object Based Imagery Exploration with Dan Craver Portland State University June 11, 2007 Outline Overview Getting Started Processing and Derivatives Object-oriented classification Literature review Demo

More information

These modules are covered with a brief information and practical in ArcGIS Software and open source software also like QGIS, ILWIS.

These modules are covered with a brief information and practical in ArcGIS Software and open source software also like QGIS, ILWIS. Online GIS Training and training modules covered are: 1. ArcGIS, Analysis, Fundamentals and Implementation 2. ArcGIS Web Data Sharing 3. ArcGIS for Desktop 4. ArcGIS for Server These modules are covered

More information

This is trial version

This is trial version Journal of Rangeland Science, 2012, Vol. 2, No. 2 J. Barkhordari and T. Vardanian/ 459 Contents available at ISC and SID Journal homepage: www.rangeland.ir Full Paper Article: Using Post-Classification

More information

The Positional and Thematic Accuracy for Analysis of Multi-Temporal Satellite Images on Mangrove Areas

The Positional and Thematic Accuracy for Analysis of Multi-Temporal Satellite Images on Mangrove Areas The Positional and Thematic Accuracy for Analysis of Multi-Temporal Satellite Images on Mangrove Areas Paulo Rodrigo Zanin¹, Carlos Antonio O. Vieira² ¹Universidade Federal de Santa Catarina, Campus Universitário

More information

GIS GIS 2 GIS GIS. ; ArcGlobe DS. Sketchup. ArcGlobe 2.2 GIS 3D 3D. ArcGIS. 3D ArcGIS P208 : B : (2011)

GIS GIS 2 GIS GIS. ; ArcGlobe DS. Sketchup. ArcGlobe 2.2 GIS 3D 3D. ArcGIS. 3D ArcGIS P208 : B : (2011) 2011 2 9 1 GIS 1 2 2 2 1 (1. 650224 2. 650224) GIS 3D ArcGIS ArcGIS 3D 3D 3D ArcGIS P208 : B : 1672-4623 (2011) 01-0085-03,, [1] GIS [2] 1 GIS 1.1 [3] 3DS MAX MAYA XSI 1 GIS 1 3DS MAX MAYA XSI [4] ESRI

More information

Urban Geo-Informatics John W Z Shi

Urban Geo-Informatics John W Z Shi Urban Geo-Informatics John W Z Shi Urban Geo-Informatics studies the regularity, structure, behavior and interaction of natural and artificial systems in the urban context, aiming at improving the living

More information

Taxonomies of Building Objects towards Topographic and Thematic Geo-Ontologies

Taxonomies of Building Objects towards Topographic and Thematic Geo-Ontologies Taxonomies of Building Objects towards Topographic and Thematic Geo-Ontologies Melih Basaraner Division of Cartography, Department of Geomatic Engineering, Yildiz Technical University (YTU), Istanbul Turkey

More information

Determination of flood risks in the yeniçiftlik stream basin by using remote sensing and GIS techniques

Determination of flood risks in the yeniçiftlik stream basin by using remote sensing and GIS techniques Determination of flood risks in the yeniçiftlik stream basin by using remote sensing and GIS techniques İrfan Akar University of Atatürk, Institute of Social Sciences, Erzurum, Turkey D. Maktav & C. Uysal

More information

CORRELATION BETWEEN URBAN HEAT ISLAND EFFECT AND THE THERMAL INERTIA USING ASTER DATA IN BEIJING, CHINA

CORRELATION BETWEEN URBAN HEAT ISLAND EFFECT AND THE THERMAL INERTIA USING ASTER DATA IN BEIJING, CHINA CORRELATION BETWEEN URBAN HEAT ISLAND EFFECT AND THE THERMAL INERTIA USING ASTER DATA IN BEIJING, CHINA Yurong CHEN a, *, Mingyi DU a, Rentao DONG b a School of Geomatics and Urban Information, Beijing

More information

Chapter 5 LiDAR Survey and Analysis in

Chapter 5 LiDAR Survey and Analysis in Chapter 5 LiDAR Survey and Analysis in 2010-2011 Christopher Fennell A surveyor s plat and town plan filed in 1836 set out an intended grid of blocks, lots, alleys, and streets for New Philadelphia. Geophysical,

More information

Online publication date: 22 January 2010 PLEASE SCROLL DOWN FOR ARTICLE

Online publication date: 22 January 2010 PLEASE SCROLL DOWN FOR ARTICLE This article was downloaded by: On: 29 January 2010 Access details: Access Details: Free Access Publisher Taylor & Francis Informa Ltd Registered in England and Wales Registered Number: 1072954 Registered

More information

USING GIS CARTOGRAPHIC MODELING TO ANALYSIS SPATIAL DISTRIBUTION OF LANDSLIDE SENSITIVE AREAS IN YANGMINGSHAN NATIONAL PARK, TAIWAN

USING GIS CARTOGRAPHIC MODELING TO ANALYSIS SPATIAL DISTRIBUTION OF LANDSLIDE SENSITIVE AREAS IN YANGMINGSHAN NATIONAL PARK, TAIWAN CO-145 USING GIS CARTOGRAPHIC MODELING TO ANALYSIS SPATIAL DISTRIBUTION OF LANDSLIDE SENSITIVE AREAS IN YANGMINGSHAN NATIONAL PARK, TAIWAN DING Y.C. Chinese Culture University., TAIPEI, TAIWAN, PROVINCE

More information

multibeam bathymetric data is often based on the local depth datum, which is the local lowest normal low sea level, see the Figure 1. Multibeam Bathym

multibeam bathymetric data is often based on the local depth datum, which is the local lowest normal low sea level, see the Figure 1. Multibeam Bathym 3D DYNAMIC TERRAIN VISUALIZATION OF ISLAND AREAS AI Bo a, *, TANG Xinming b, SHI Shaoyu c, WANG Hongyan d, YANG Fanlin e a Geomatics College, Shandong University of Science and Technology, Qingdao, China

More information

Proceedings - AutoCarto Columbus, Ohio, USA - September 16-18, Dee Shi and Xiaojun Yang

Proceedings - AutoCarto Columbus, Ohio, USA - September 16-18, Dee Shi and Xiaojun Yang Support Vector Machines for Landscape Mapping from Remote Sensor Imagery Dee Shi and Xiaojun Yang ABSTRACT: Landscape mapping is an important activity leading to the generation of various geospatial products

More information

The Failure-tree Analysis Based on Imprecise Probability and its Application on Tunnel Project

The Failure-tree Analysis Based on Imprecise Probability and its Application on Tunnel Project 463 A publication of CHEMICAL ENGINEERING TRANSACTIONS VOL. 59, 2017 Guest Editors: Zhuo Yang, Junjie Ba, Jing Pan Copyright 2017, AIDIC Servizi S.r.l. ISBN 978-88-95608-49-5; ISSN 2283-9216 The Italian

More information

Testing the Sensitivity of Vegetation Indices for Crop Type Classification Using Rapideye Imagery

Testing the Sensitivity of Vegetation Indices for Crop Type Classification Using Rapideye Imagery Testing the Sensitivity of Vegetation Indices for Crop Type Classification Using Rapideye Imagery Mustafa USTUNER and Fusun BALIK SANLI, Turkey Keywords: Remote Sensing, Agriculture, Geoinformation SUMMARY

More information

MONITORING AND MODELING NATURAL AND ANTHROPOGENIC TERRAIN CHANGE

MONITORING AND MODELING NATURAL AND ANTHROPOGENIC TERRAIN CHANGE MONITORING AND MODELING NATURAL AND ANTHROPOGENIC TERRAIN CHANGE Spatial analysis and simulations of impact on landscape processess Helena MITASOVA, Russell S. HARMON, David BERNSTEIN, Jaroslav HOFIERKA,

More information

The Self-adaptive Adjustment Method of Clustering Center in Multi-spectral Remote Sensing Image Classification of Land Use

The Self-adaptive Adjustment Method of Clustering Center in Multi-spectral Remote Sensing Image Classification of Land Use The Self-adaptive Adjustment Method of Clustering Center in Multi-spectral Remote Sensing Image Classification of Land Use Shujing Wan 1,Chengming Zhang(*) 1,2, Jiping Liu 2, Yong Wang 2, Hui Tian 1, Yong

More information

National Hydrography Dataset (NHD) Update Project for US Forest Service Region 3

National Hydrography Dataset (NHD) Update Project for US Forest Service Region 3 National Hydrography Dataset (NHD) Update Project for US Forest Service Region 3 Allison Moncada California State University, Northridge February 2017 July 2017 Advisor: Joel Osuna Center for Geographical

More information

Crowdsourcing approach for large scale mapping of built-up land

Crowdsourcing approach for large scale mapping of built-up land Crowdsourcing approach for large scale mapping of built-up land Kavinda Gunasekara Kavinda@ait.asia Geoinformatics Center Asian Institute of Technology, Thailand. Regional expert workshop on land accounting

More information

Land Use/Cover Change Detection Using Feature Database Based on Vector-Image Data Conflation

Land Use/Cover Change Detection Using Feature Database Based on Vector-Image Data Conflation Proceedings of the 8th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences Shanghai, P. R. China, June 25-27, 2008, pp. 255-262 Land Use/Cover Change

More information

SECOND ORDER STATISTICS FOR HYPERSPECTRAL DATA CLASSIFICATION. Saoussen Bahria and Mohamed Limam

SECOND ORDER STATISTICS FOR HYPERSPECTRAL DATA CLASSIFICATION. Saoussen Bahria and Mohamed Limam Manuscrit auteur, publié dans "42èmes Journées de Statistique (2010)" SECOND ORDER STATISTICS FOR HYPERSPECTRAL DATA CLASSIFICATION Saoussen Bahria and Mohamed Limam LARODEC laboratory- High Institute

More information

Classification of High Spatial Resolution Remote Sensing Images Based on Decision Fusion

Classification of High Spatial Resolution Remote Sensing Images Based on Decision Fusion Journal of Advances in Information Technology Vol. 8, No. 1, February 2017 Classification of High Spatial Resolution Remote Sensing Images Based on Decision Fusion Guizhou Wang Institute of Remote Sensing

More information

Lesson 4b Remote Sensing and geospatial analysis to integrate observations over larger scales

Lesson 4b Remote Sensing and geospatial analysis to integrate observations over larger scales Lesson 4b Remote Sensing and geospatial analysis to integrate observations over larger scales We have discussed static sensors, human-based (participatory) sensing, and mobile sensing Remote sensing: Satellite

More information

OBJECT BASED IMAGE ANALYSIS FOR URBAN MAPPING AND CITY PLANNING IN BELGIUM. P. Lemenkova

OBJECT BASED IMAGE ANALYSIS FOR URBAN MAPPING AND CITY PLANNING IN BELGIUM. P. Lemenkova Fig. 3 The fragment of 3D view of Tambov spatial model References 1. Nemtinov,V.A. Information technology in development of spatial-temporal models of the cultural heritage objects: monograph / V.A. Nemtinov,

More information

ERS Track 98 SAR Data and InSAR Pairs Used in the Analysis

ERS Track 98 SAR Data and InSAR Pairs Used in the Analysis ERS Track 98 SAR Data and InSAR Pairs Used in the Analysis Date 1 Date 2 Date 1 Date 2 Date 1 Date 2 Date 1 Date 2 7/17/1992 6/19/2000 7/17/1992 7/2/1993 9/10/1993 10/28/1996 9/3/1995 10/18/1999 9/25/1992

More information

INTERNATIONAL JOURNAL OF GEOMATICS AND GEOSCIENCES Volume 4, No 1, 2013

INTERNATIONAL JOURNAL OF GEOMATICS AND GEOSCIENCES Volume 4, No 1, 2013 INTERNATIONAL JOURNAL OF GEOMATICS AND GEOSCIENCES Volume 4, No 1, 2013 Copyright 2010 All rights reserved Integrated Publishing services Research article ISSN 0976 4380 Spatio-temporal analysis of land

More information

Method for Optimizing the Number and Precision of Interval-Valued Parameters in a Multi-Object System

Method for Optimizing the Number and Precision of Interval-Valued Parameters in a Multi-Object System Method for Optimizing the Number and Precision of Interval-Valued Parameters in a Multi-Object System AMAURY CABALLERO*, KANG YEN*, *, JOSE L. ABREU**, ALDO PARDO*** *Department of Electrical & Computer

More information

Preparation of LULC map from GE images for GIS based Urban Hydrological Modeling

Preparation of LULC map from GE images for GIS based Urban Hydrological Modeling International Conference on Modeling Tools for Sustainable Water Resources Management Department of Civil Engineering, Indian Institute of Technology Hyderabad: 28-29 December 2014 Abstract Preparation

More information

Last date for submission of Assignments is Title of the course: PGD-GARD - II Semester. Third Batch (2018) - ASSIGNMENT

Last date for submission of Assignments is Title of the course: PGD-GARD - II Semester. Third Batch (2018) - ASSIGNMENT Last date for submission of Assignments is 31-12-2018 Title of the course: PGD-GARD - II Semester Third Batch (2018) - ASSIGNMENT Course No. GARD-507: Course Title: Remote Sensing -II Total Marks: 30 Note:

More information

FINDING SPATIAL UNITS FOR LAND USE CLASSIFICATION BASED ON HIERARCHICAL IMAGE OBJECTS

FINDING SPATIAL UNITS FOR LAND USE CLASSIFICATION BASED ON HIERARCHICAL IMAGE OBJECTS ISPRS SIPT IGU UCI CIG ACSG Table of contents Table des matières Authors index Index des auteurs Search Recherches Exit Sortir FINDING SPATIAL UNITS FOR LAND USE CLASSIFICATION BASED ON HIERARCHICAL IMAGE

More information

INTEGRATION OF HIGH RESOLUTION QUICKBIRD IMAGES TO GOOGLEEARTH

INTEGRATION OF HIGH RESOLUTION QUICKBIRD IMAGES TO GOOGLEEARTH INTEGRATION OF HIGH RESOLUTION QUICKBIRD IMAGES TO GOOGLEEARTH M. Alkan a, *, U.G. Sefercik a, M. Oruç a a ZKU, Engineering Faculty, 67100 Zonguldak, Turkey - (mehmetalkan44@yahoo.com) Interactive Sessions,

More information

CAPE Unit 1 Module 2 & 3. Topic Specific Objectives Content Explain the main concepts, flows and processes associated with coastal environments

CAPE Unit 1 Module 2 & 3. Topic Specific Objectives Content Explain the main concepts, flows and processes associated with coastal environments # Week(s) Wks 1-3 CAPE Unit 1 Module 2 & 3 Topic Specific Objectives Content Explain the main concepts, flows and processes associated with coastal environments Wave formation, structure, types Textbook

More information

INTERNATIONAL JOURNAL OF GEOMATICS AND GEOSCIENCES Volume 2, No 1, 2011

INTERNATIONAL JOURNAL OF GEOMATICS AND GEOSCIENCES Volume 2, No 1, 2011 INTERNATIONAL JOURNAL OF GEOMATICS AND GEOSCIENCES Volume 2, No 1, 2011 Copyright 2010 All rights reserved Integrated Publishing services Research article ISSN 0976 4380 Spatio-Temporal changes of Land

More information

A Video from Google DeepMind.

A Video from Google DeepMind. A Video from Google DeepMind http://www.nature.com/nature/journal/v518/n7540/fig_tab/nature14236_sv2.html Can machine learning teach us cluster updates? Lei Wang Institute of Physics, CAS https://wangleiphy.github.io

More information

Application of Remote Sensing and GIS in Wildlife Habitat Mapping

Application of Remote Sensing and GIS in Wildlife Habitat Mapping Justice Camillus Mensah December 6, 2011 NRS 509 Application of Remote Sensing and GIS in Wildlife Habitat Mapping Introduction Wildlife habitat represents the physical space within which an organism lives.

More information

Landuse and Landcover change analysis in Selaiyur village, Tambaram taluk, Chennai

Landuse and Landcover change analysis in Selaiyur village, Tambaram taluk, Chennai Landuse and Landcover change analysis in Selaiyur village, Tambaram taluk, Chennai K. Ilayaraja Department of Civil Engineering BIST, Bharath University Selaiyur, Chennai 73 ABSTRACT The synoptic picture

More information

Using 3D Geographic Information System to Improve Sales Comparison Approach for Real Estate Valuation

Using 3D Geographic Information System to Improve Sales Comparison Approach for Real Estate Valuation XXV FIG Congress, Kuala Lumpur, Malaysia TS02E-3D Using 3D Geographic Information System to Improve Sales Comparison Approach for Real Estate Valuation Haicong Yu Center for Assessment and Development

More information

Introduction to Geographic Information Systems (GIS): Environmental Science Focus

Introduction to Geographic Information Systems (GIS): Environmental Science Focus Introduction to Geographic Information Systems (GIS): Environmental Science Focus September 9, 2013 We will begin at 9:10 AM. Login info: Username:!cnrguest Password: gocal_bears Instructor: Domain: CAMPUS

More information

Land cover/land use mapping and cha Mongolian plateau using remote sens. Title. Author(s) Bagan, Hasi; Yamagata, Yoshiki. Citation Japan.

Land cover/land use mapping and cha Mongolian plateau using remote sens. Title. Author(s) Bagan, Hasi; Yamagata, Yoshiki. Citation Japan. Title Land cover/land use mapping and cha Mongolian plateau using remote sens Author(s) Bagan, Hasi; Yamagata, Yoshiki International Symposium on "The Imp Citation Region Specific Systems". 6 Nove Japan.

More information

Spatial Decision Tree: A Novel Approach to Land-Cover Classification

Spatial Decision Tree: A Novel Approach to Land-Cover Classification Spatial Decision Tree: A Novel Approach to Land-Cover Classification Zhe Jiang 1, Shashi Shekhar 1, Xun Zhou 1, Joseph Knight 2, Jennifer Corcoran 2 1 Department of Computer Science & Engineering 2 Department

More information

A MULTI-RESOLUTION HIERARCHY CLASSIFICATION STUDY COMPARED WITH CONSERVATIVE METHODS

A MULTI-RESOLUTION HIERARCHY CLASSIFICATION STUDY COMPARED WITH CONSERVATIVE METHODS A MULTI-RESOLUTION HIERARCHY CLASSIFICATION STUDY COMPARED WITH CONSERVATIVE METHODS G. B. Zhu a, 1, X. L. Liu b, Z. G. Jia c a International School of Software, Wuhan University, 129 Luoyu Road, Wuhan

More information

1. Introduction. S.S. Patil 1, Sachidananda 1, U.B. Angadi 2, and D.K. Prabhuraj 3

1. Introduction. S.S. Patil 1, Sachidananda 1, U.B. Angadi 2, and D.K. Prabhuraj 3 Cloud Publications International Journal of Advanced Remote Sensing and GIS 2014, Volume 3, Issue 1, pp. 525-531, Article ID Tech-249 ISSN 2320-0243 Research Article Open Access Machine Learning Technique

More information

EMERGENCY PLANNING IN NORTHERN ALGERIA BASED ON REMOTE SENSING DATA IN RESPECT TO TSUNAMI HAZARD PREPAREDNESS

EMERGENCY PLANNING IN NORTHERN ALGERIA BASED ON REMOTE SENSING DATA IN RESPECT TO TSUNAMI HAZARD PREPAREDNESS EMERGENCY PLANNING IN NORTHERN ALGERIA BASED ON REMOTE SENSING DATA IN RESPECT TO TSUNAMI HAZARD PREPAREDNESS Barbara Theilen-Willige Technical University of Berlin, Institute of Applied Geosciences Department

More information

GIS Applications on Environmental Education in Taiwan

GIS Applications on Environmental Education in Taiwan GIS Applications on Environmental Education in Taiwan Track: Education Authors: Yu-Chen Lai, Mei-Ling Yeh, Tien-Yin Chou Abstract GIS is a perfect vehicle to deliver environmental knowledge and spatial

More information

Land Administration and Cadastre

Land Administration and Cadastre Geomatics play a major role in hydropower, land and water resources and other infrastructure projects. Lahmeyer International s (LI) worldwide projects require a wide range of approaches to the integration

More information

Developments in Remote Sensing and Object-Based Image Classification for Urban Applications at University of Sao Paulo

Developments in Remote Sensing and Object-Based Image Classification for Urban Applications at University of Sao Paulo Developments in Remote Sensing and Object-Based Image Classification for Urban Applications at University of Sao Paulo José Alberto Quintanilha Rodrigo A. A. Nóbrega Slide 02 Summary HRI and OBIA: the

More information

CHANGE DETECTION FROM LANDSAT-5 TM SATELLITE DATA

CHANGE DETECTION FROM LANDSAT-5 TM SATELLITE DATA CHANGE DETECTION FROM LANDSAT-5 TM SATELLITE DATA Ummi Kalsom Mohd Hashim 1, Asmala Ahmad 1, Burhanuddin Mohd. Aboobaider 1, Hamzah Sakidin 2, Subatira B. 3 and Mohd Saari Mohamad Isa 4 1 Faculty of Information

More information

LOCAL SPATIAL STATISTICS FOR REMOTELY SENSED IMAGE CLASSIFICATION OF MANGROVE

LOCAL SPATIAL STATISTICS FOR REMOTELY SENSED IMAGE CLASSIFICATION OF MANGROVE LOCAL SPATIAL STATISTICS FOR REMOTELY SENSED IMAGE CLASSIFICATION OF MANGROVE LIU Zhi-gang a, LI Jing b, LIM Boon-leong c, SENG Chung-yueh c, INBARAJ Suppiah c, SUN Zhichao a a State Key Laboratory of

More information

THE RESEARCH ON THE SPECTRAL CHARACTERISTICS OF SEA FOG BASED ON CALIOP AND MODIS DATA

THE RESEARCH ON THE SPECTRAL CHARACTERISTICS OF SEA FOG BASED ON CALIOP AND MODIS DATA THE RESEARCH ON THE SPECTRAL CHARACTERISTICS OF SEA FOG BASED ON CALIOP AND MODIS DATA Wan Jianhua 1, *,Su Jing 1,Liu Shanwei 1,Sheng Hui 1 1 School of Geosciences, China University of Petroleum (East

More information

July 5-6, 2010 Mytilene, Greece

July 5-6, 2010 Mytilene, Greece Web GIS platform for forest fire management Prof. Kostas Kalabokidis Principal Investigator Univ. of the Aegean, Dept. of Geography, Greece Prof. George Kallos Univ. of Athens, Dept. of Physics, Greece

More information

Advanced Image Analysis in Disaster Response

Advanced Image Analysis in Disaster Response Advanced Image Analysis in Disaster Response Creating Geographic Knowledge Thomas Harris ITT The information contained in this document pertains to software products and services that are subject to the

More information

Automatic Surface Temperature Mapping in ArcGIS using Landsat-8 TIRS and ENVI Tools Case Study: Al Habbaniyah Lake

Automatic Surface Temperature Mapping in ArcGIS using Landsat-8 TIRS and ENVI Tools Case Study: Al Habbaniyah Lake Automatic Surface Temperature Mapping in ArcGIS using Landsat-8 TIRS and ENVI Tools Case Study: Al Habbaniyah Lake Maher Ibrahim Sameen *, Mohammed Ahmed Al Kubaisy Universiti Putra Malaysia Selangor-Malaysia

More information

A SURVEY OF REMOTE SENSING IMAGE CLASSIFICATION APPROACHES

A SURVEY OF REMOTE SENSING IMAGE CLASSIFICATION APPROACHES IJAMML 3:1 (2015) 1-11 September 2015 ISSN: 2394-2258 Available at http://scientificadvances.co.in DOI: http://dx.doi.org/10.18642/ijamml_7100121516 A SURVEY OF REMOTE SENSING IMAGE CLASSIFICATION APPROACHES

More information