Design and Implementation of a Spatial Database for Traded Real Estate
|
|
|
- Ashlie Price
- 9 years ago
- Views:
Transcription
1 Design and Implementation of a Spatial Database for Traded Real Estate Ewa D BI SKA, Poland Key words: spatial database, geographic information system, Unified Modelling Language SUMMARY A real estate surveyor needs fast access to relevant information to do his job effectively. Every surveyor collects the data on real estates that were subject to market transactions. Depending on the type of surveyed real estate, the data can contain transactions regarding real estate that is developed, undeveloped or residential. Additionally, the database is collected for different areas, districts or cities. While producing the value estimation, the surveyor has to analyze the entire database and select transactions relevant to the type of the real estate under consideration, its localization and update the database if necessary. The above activities make the spatial databases, which are basic for every spatial information system, an ideal solution for real estate surveyor. In addition, the basic tasks allocated to geographic information systems, like entering, storing, analyzing and annotating spatial data are also basic tasks necessary in real estate survey. At the moment, the most popular database design process is Computer Aided Software Engineering - CASE. Using relevant CASE tools allows increasing effectiveness of database development. The logical model of the database which can be recorded using object modelling language Unified Modelling Language can be used for automatic generation of the database schema that complies to the specification. The paper proposes a model of a database on real estate that were subject to market transactions. The ready-made data model contains object classes allowing locating undeveloped, developed and residential estate, as well as object classes relevant for the local spatial development plan, for districts and areas. On top of object classes containing the geometry data, we have also designed the tables for the information of notarial acts and realestate registers. For the defined classes and tables we have also defined the attributes that are the most relevant ones in the surveying process. We also have defined the database creation and data entry methods, as well as presented using GIS in the surveying process at the stage of data entry and later, database management.) 1/8
2 Design and Implementation of a Spatial Database for Traded Real Estate Ewa D BI SKA, Poland 1. INTRODUCTION A real estate surveyor needs fast access to relevant information to do his job effectively. Every surveyor collects data on real estates that were subject to market transactions. Depending on the type of surveyed real estate, the data can contain transactions regarding real estate that is developed, undeveloped or residential. Additionally, the database is collected for different areas, districts or cities. While producing the value estimation, the surveyor has to analyze the entire database and select transactions relevant to the type of the real estate under consideration, its localization and update the database if necessary. The above activities make spatial databases, which are basic for every spatial information system, an ideal solution for real estate surveyor. 2. THE DEFINITION OF A SPATIAL DATABASE AND GEOGRAPHICAL INFORMATION SYSTEMS A database is a set of integrated data from a certain domain. A spatial database is a kind of database broadened by a spatial factor, which means that the database includes a record of the geometry of objects, except for the descriptive attributes of objects. Spatial data belongs to understand as data with reference to surface to the Earth (Bielecka 2006). Spatial databases are a fundamental element of geographical information systems (GIS). The GIS is a system for creating, storing, analyzing, modernizing and managing spatial data (Ga dzicki 2001). It needs hardware, specialized software data as well as an educated group of people, which served mentioned components. Good organization and cooperation of mentioned elements can cause thrift of time and costs of work. In order for the system to function correctly, the presence of all elements is essential; however, data seems to be the most important element. Without the correct data, on proper level of minuteness and accuracy, even the best educated group of people and specialized programming cannot give answers to the question assigned by the user, such as: Where is ul. Szeroka located in Krakow? Or which lots are in the neighborhood of lot number 256? The database decides on the range of capability of the application of the GIS. Therefore, the formative stage of the database is very important. Proper selection of a feature class for the description of a selected piece of the real world during the phase of project design is not only important for essential maintenance of the information range of the system, but it also has an influence on the efficiency of later management data (Makowski 2005). 2/8
3 3. THE PROJECT OF DATABASE The Microsoft Office Visio 2003 was used for record a project of database of real estate. Visio is software belonging to CASE tools. CASE means Computer-Aided Software Engineering and is a kind of software which improves the process of the project and is characterized by sophisticated tools for the editing of graphics. CASE tools can use different techniques for the visualization of projects. One of the most often used is the Unified Modeling Language (UML). UML is now the most common standard used for object-orinted modeling. The main idea of UML is to make possible the use of simple means to create a graphic model presenting any fragment of the reality. It is a very good tool for accurate expression of thoughts in the form of a graphic model. Notation UML is a set of legible symbols and marks which can be understood by anyone with a minimum level of knowledge of computer science. In the suggested model of a spatial database (Fig. 1), there are planned feature classes for residential estates such as developed, undeveloped and residential areas. The aforementioned types of estates are most often encountered in the real estate market. Taking into consideration the fact that suggested database is in development phase, other types of property have been omitted. The source of information at the spatial nature according to valued estates for surveyors is land and building cadastre (LBC). The basic and the most important surface object in LBC is a parcel. A parcel is possible to define as a continuous area of ground located within the boundary of one unit, homogeneous with respect to law, delimited from surrounded by means borderlines (Hycner 2007). By reason of the above-mentioned, in the suggested model of a database, the parcel is also the main feature class, and based upon this, it is possible to define the location of developed and undeveloped estates. There is a clear similarity between developed and undeveloped estate law classification, because in both cases, there is freehold or perpetual usufruct the main law. Whereas dwelling areas characterize clear dissimilarity with relation to the above-mentioned types of real estates. The main law for dwelling areas is not the freehold but ownership to residential; therefore, interrelation residential location with parcel would be not enough precise information. In a situation of many buildings on one parcel, one building can be situated more advantageous and another less, and this could exert an influence on the final value of the estate. Therefore, a dwelling area in the model of the database was connected with the feature class Building, due to that the concrete dwelling area is recorded to proper location in space - building. 3/8
4 Promise -TransactionDate : esrifieldtypedate -UsableFloorage_m2 : esrifieldtypedouble -TenureTypes : D_TenureTypes -PirceOfLandAndDwell : esrifieldtypeinteger -Adderss : esrifieldtypestring -Building_ID : esrifieldtypestring 1.. ND_DwellArea -NoNotDeed : esrifieldtypestring OwnerToDwell -Owner_ID : esrifieldtypestring -ProcentOwned : esrifieldtypesingle OwnerToBuilding -Owner_ID : esrifieldtypestring -Building_ID : esrifieldtypestring -ProcentOwned : esrifieldtypesingle 1 Spatial::Building -Building_ID : esrifieldtypestring -TenureTypes : D_FunkcjaBud -BuildingYear : esrifieldtypeinteger -Construction : esrifieldtypestring -UsableFloorage : esrifieldtypeinteger -NoFloors : esrifieldtypedouble -Street : esrifieldtypestring -NoHouse : esrifieldtypestring Owner -Owner_ID : esrifieldtypestring -OwnType : Domain Spatial::Parcel -ParcelArea : esrifieldtypesingle -PriceBuildingAndParcel : esrifieldtypeinteger -BuildingQuant : esrifieldtypeinteger -NoLandProperty : esrifieldtypeinteger -NoDevelopedProperty : esrifieldtypeinteger -NoMortageRegister : esrifieldtypestring ND_Parcel -NoNotDeed : esrifieldtypestring 1.. OwnerToParcel 0.. -Owner_ID : esrifieldtypestring -ProcentOwned : esrifieldtypesingle LandProperty -NoLandProperty : esrifieldtypeinteger -TransactionData : esrifieldtypedate -TypeOwnership : Domain -ParcelsArea : esrifieldtypedouble -Pirce : esrifieldtypeinteger -Address : esrifieldtypestring NotarialDeed -NoNotDeed : Rep. esrifieldtypestring -Seller : Domain -Buyer : Domain -Price : esrifieldtypeinteger -PartSharedArea : esrifieldtypestring -NoMortageRegister : esrifieldtypestring -SpecialTermsOfSales : esrifieldtypestring MR_ND -NoMortageRegister : esrifieldtypestring -NoNotDeed : esrifieldtypestring DevelopedProperty -NoDevelopedProp : esrifieldtypeinteger -TransactionData : esrifieldtypedate -NoParcels : esrifieldtypestring -Area_m2 : esrifieldtypedouble -Price : esrifieldtypedouble -TypeOwnership : Domain -Address : esrifieldtypestring MortageRegister -NoMortageRegister : esrifieldtypestring -TypeOfOwnership : esrifieldtypestring -ParcelaArea : esrifieldtypedouble -LimitedRightInProperty : esrifieldtypestring -PartSharedArea : esrifieldtypestring Fig. 1. The project of a spatial database for traded real estate; written in UML. Source: own recourses 4/8
5 Premise is defined as a table, not as feature class, in which objects have spatial attributes. Obtainment information of site of room estate will be possible through a defined relationship within the table named Premise and the feature class Building. There are two types of relationships possible: simple and composite. Simple relationships are relationships between two or more objects in the database that exist independently of each other. In the case of a composite relationship, the lifetime of one object controls the lifetime of its related objects. Practical application of a composite relationship could be, for example, in buildings demolition, in which are dwellings. When we delete a demolished building from the database record, all dwellings related to the building will automatically be deleted as well. In schema of database for traded real estate where the more transactions the better that relationship would not be good result. Therefore, the relationship between Building and Promise is defined as a simple relationship. However, if this situation takes place, a user will have access to all transactions regarding non-existing dwellings, but he does not have the possibility of locating on map a building where there were once dwellings. In order for the designed database to be fully functional, there are defined tables named AD and RD for information from authenticated deeds and registers of deeds. In the model of the database, there are feature classes named Roads and LSDP, which allows for the storing of information about roads and Land Spatial Development Plans in one database. However, it could be difficult to enter vector data for the LSDP class. Later in the article, a proposal is provided for a slution to this problem. At the end of description of designing of database, it is worth to say that this project was forwent consultations with real etates surveyors. As a result of this, every feature class has defined the most essential attributes for producing a value estimation. However, the proposed range of the described information is not final, because the schema of the model UML makes possible his mulitple use and free modification objects and attributes. As a result, a spatial database for trated real etates can fit to the needs and dispositions of the surveyor. 4. IMPLEMENTATION OF A SPATAIL DATABASE After the design phase, the model was checked by Semantics Checker macro. The next step was to automatically generate an empty geodatabase in ArcGIS. This process was documented in a report. Preparation of the geodatabase for use by surveyors includes import spatial data regarding districts, road network, land spatial development plans, parcels and buildings. The ArcGIS system allows for the import of data from many formats such as.shp,.dgn,.dwg and.dxf. Such a prepared database must be complete with information about transactions. From delved result that most surveyors collect data on real estates in Microsoft Excel. Many of them also use the software WALOR. WALOR is a professional tool for appraisers. It records data in Microsoft Access, but a user can revise data only through the interface of the software or through export to the.xls format. Conversion from the XLS format to the geodatabase is possible by middle format dbase. Defined in database schema relationships between feature classes and tables make possible final integration of data. 5/8
6 5. APPLICATION OF GIS FOR VALUATION A database for real estates in GIS is an ideal source of spatial information for surveyors who needs a piece of information for appraisal. Every software belonging to the group described as desktop GIS has tools for finding, sorting and analyzing the described and geographic information in a geodatabase. How we can use the created database in an ArcGIS system is described below. ArcGIS enables the searching of data and later the selection of records in a database by building SQL expressions (Fig. 2). We can use comparison operators like: equal (=), not equal (<>), greater than (>), less than (<), greater than or equal (>=), less than or equal (<=), logical operators like AND, OR, NOT and arithmetic operators, e.g. SELECT from Promise WHERE: [PULokalu_m2] > 40 AND [PULokalu_m2] < 60 AND [DataTransakcji] < AND [DataTransakcji] > A selection s results can be sorted in one or more columns recorded in the reports as well as in new feature classes or tables. Furthermore, each record in a non-spatial table, e.g. Promise, DevelopedEstate, can be located on the map thanks to special tools and a previously defined relationships. The localization of an object is carried out singularly, i.e. for each record individually. This is a big limitation, because it is impossible to run spatial analyses for those records. In this case, the best solution is geocoding the tables: Promise, UndevelopedEstate and DevelopedEstate. Geocoding is the process of assigning a location, usually in the form of coordinate values, to an address by comparing the descriptive location elements in the address to those present in the reference material (ArcGIS Desktop Help). The result of the geocoding process is a new point feature class. Each point has the same attributes as the related record in the table. The representation of every transaction as a point, which has an XY coordinate, makes possible selection by location during the collection of data by a surveyor. Selection by location allows for the selection of objects based on their location relative to other features, e.g. Fig. 2. Select By Attributes dialog box. Source: own recourses are within a distance of, are completely within, contain. Though sometimes just displaying transactions on a map could show their mutual relationships and their dependence on other objects in a neighborhood (Fig. 3.). Most important are the spatial relationships, which are invisible during revision of the data recorded in tables. 6/8
7 Fig. 3. Location and identification of the selected property s attributes. Source: own recourses The GIS organizes geographic data into a series of thematic layers and tables. It makes possible the overlaying of layers in any order. It would be perfect if all the layers displayed on a map could be vectors, but the reality is different, and in Poland surveyors must work with rasters, which often happen according to LSDP. In the case of this data, we can use georeferencing, which means to assign the coordinates from a known reference system to the page coordinates of a raster (image) or a planar map. It is enough to raster data can be displayed, queried and analysed with other geographic data. Finally, the user decides which layers will be displayed and how the data will be visualized on the map. After all it only need to just one look of surveyor on the map to answer the questions: in which unit is located the valuated property? What are the numbers next units? Is there the LSDP and what is its establishing? 7/8
8 6. SUMMARY Presented in the article database model is initial proposal. The proposed feature class as well as its attributes could be modified. The author realizes that the proposed database in ArcGIS is not handy for people who have never had contact with desktop GIS. Therefore, the author is working on the creation of an application which could make usage of the database easier for traded real estates. REFERENCE Bielecka E Systemy informacji geograficznej. Teoria i zastosowania. Wyd. PJWSTK, Warszawa Ga dzicki J Leksykon geomatyczny. Wyd. PTIP. Warszawa Hycner R Notes from lecture: Fundamentals of cadastre and real estates management, academic year 2007/08 Kucharska-Stasiak E Nieruchomo w gospodarce rynkowej. Wyd. PWN. Warszawa Makowski A System informacji topograficznej kraju. Wyd. PW. Warszawa. - ArcGIS Desktop Help CONTACTS Ms. AGH University of Science and Technology Department of Geomatics Al. Mickiewicza Kraków POLAND Tel Fax [email protected] 8/8
ArcGIS Data Models Practical Templates for Implementing GIS Projects
ArcGIS Data Models Practical Templates for Implementing GIS Projects GIS Database Design According to C.J. Date (1995), database design deals with the logical representation of data in a database. The
Digital Cadastral Maps in Land Information Systems
LIBER QUARTERLY, ISSN 1435-5205 LIBER 1999. All rights reserved K.G. Saur, Munich. Printed in Germany Digital Cadastral Maps in Land Information Systems by PIOTR CICHOCINSKI ABSTRACT This paper presents
UPDATED GIS DATABASE DESIGN: Geodatabase Model
CITY OF SUFFOLK, VIRGINIA UPDATED GIS DATABASE DESIGN: Geodatabase Model Prepared by: Michael Baker Jr., Inc. Virginia Beach, Virginia TABLE OF CONTENTS A. GEODATABASE OVERVIEW...2 B. TYPES OF GEODATABASES...3
The process of database development. Logical model: relational DBMS. Relation
The process of database development Reality (Universe of Discourse) Relational Databases and SQL Basic Concepts The 3rd normal form Structured Query Language (SQL) Conceptual model (e.g. Entity-Relationship
Personal Geodatabase 101
Personal Geodatabase 101 There are a variety of file formats that can be used within the ArcGIS software. Two file formats, the shape file and the personal geodatabase were designed to hold geographic
1. Introduction LAND VALUE MAP AS A SOURCE OF INFORMATION ABOUT LOCAL REAL ESTATE MARKET. GEODEZJA TOM 11 Zeszyt 1/1 2005
GEODEZJA TOM 11 Zeszyt 1/1 2005 Sabina róbek*, Rados³aw Cellmer*, Jan Kuryj* LAND VALUE MAP AS A SOURCE OF INFORMATION ABOUT LOCAL REAL ESTATE MARKET 1. Introduction A land value map can be a highly important
GEOGRAPHIC INFORMATION SYSTEMS CERTIFICATION
GEOGRAPHIC INFORMATION SYSTEMS CERTIFICATION GIS Syllabus - Version 1.2 January 2007 Copyright AICA-CEPIS 2009 1 Version 1 January 2007 GIS Certification Programme 1. Target The GIS certification is aimed
GEOGRAPHIC INFORMATION SYSTEMS
GIS GEOGRAPHIC INFORMATION SYSTEMS FOR CADASTRAL MAPPING Chapter 6 2015 Cadastral Mapping Manual 6-0 GIS - GEOGRAPHIC INFORMATION SYSTEMS What is GIS For a long time people have sketched, drawn and studied
The Courses. Covering complete breadth of GIS technology from ESRI including ArcGIS, ArcGIS Server and ArcGIS Engine.
ESRI India: Corporate profile ESRI India A profile India s Premier GIS Company Strategic alliance between ESRI Inc. and NIIT Technologies Adjudged as India s Best GIS Solutions Company - Map India 2001
GIS Databases With focused on ArcSDE
Linköpings universitet / IDA / Div. for human-centered systems GIS Databases With focused on ArcSDE Imad Abugessaisa [email protected] 20071004 1 GIS and SDBMS Geographical data is spatial data whose
Reading Questions. Lo and Yeung, 2007: 2 19. Schuurman, 2004: Chapter 1. 1. What distinguishes data from information? How are data represented?
Reading Questions Week two Lo and Yeung, 2007: 2 19. Schuurman, 2004: Chapter 1. 1. What distinguishes data from information? How are data represented? 2. What sort of problems are GIS designed to solve?
Basics on Geodatabases
Basics on Geodatabases 1 GIS Data Management 2 File and Folder System A storage system which uses the default file and folder structure found in operating systems. Uses the non-db formats we mentioned
ArcGIS 10.1 Geodatabase Administration. Gordon Sumerling & Christopher Brown
ArcGIS 10.1 Geodatabase Administration Gordon Sumerling & Christopher Brown Key Improvements at ArcGIS 10.1 1. Easier Administration through Graphic Interfaces 2. Greater Seamless integration with Open
A GIS helps you answer questions and solve problems by looking at your data in a way that is quickly understood and easily shared.
A Geographic Information System (GIS) integrates hardware, software, and data for capturing, managing, analyzing, and displaying all forms of geographically referenced information. GIS allows us to view,
Bentley ArcGIS. Connector
Bentley ArcGIS Connector Introduction ESRI, as a GIS software products company, and Bentley Systems, Incorporated, as a developer of solutions for architecture/engineering/construction (AEC) professionals,
INTRODUCTION TO ARCGIS SOFTWARE
INTRODUCTION TO ARCGIS SOFTWARE I. History of Software Development a. Developer ESRI - Environmental Systems Research Institute, Inc., in 1969 as a privately held consulting firm that specialized in landuse
How To Design A Three Dimensional Property Right Database For Turkey
African Journal of Business Management Vol. 5(22), pp. 9440-9447, 30 September, 2011 Available online at http://www.academicjournals.org/ajbm ISSN 1993-8233 2011 Academic Journals Full Length Research
GIS. Digital Humanities Boot Camp Series
GIS Digital Humanities Boot Camp Series GIS Fundamentals GIS Fundamentals Definition of GIS A geographic information system (GIS) is used to describe and characterize spatial data for the purpose of visualizing
Introduction to GIS (Basics, Data, Analysis) & Case Studies. 13 th May 2004. Content. What is GIS?
Introduction to GIS (Basics, Data, Analysis) & Case Studies 13 th May 2004 Content Introduction to GIS Data concepts Data input Analysis Applications selected examples What is GIS? Geographic Information
The UCC-21 cognitive skills that are listed above will be met via the following objectives.
Master Syllabus Department of Geography GEOG 265: Introduction to Geographic Information Systems Course Description Fundamentals of geographic information systems (GIS). How to visualize geographic information
Attribute Data and Relational Database. Lecture 5 9/21/2006
Attribute Data and Relational Database Lecture 5 9/21/2006 definition Attribute data is about what of a spatial data and is a list or table of data arranged as rows and columns Rows are records (map features)
Developing Fleet and Asset Tracking Solutions with Web Maps
Developing Fleet and Asset Tracking Solutions with Web Maps Introduction Many organizations have mobile field staff that perform business processes away from the office which include sales, service, maintenance,
ES341 Overview of key file formats and file extensions in ArcGIS
ES341 Overview of key file formats and file extensions in ArcGIS Commonly Encountered File Types/Extensions in ArcGIS.mxd A file containing a map, its layers, display information, and other elements used
New IT developments and services in Hungarian Cadastre
New IT developments and services in Hungarian Cadastre Gyula IVÁN Institute of Geodesy, Cartography and Remote Sensing (FÖMI) Budapest, HUNGARY FIG Commission VII. Annual Meeting 19-25 June, 2005. Madison,
GIS Data Quality and Evaluation. Tomislav Sapic GIS Technologist Faculty of Natural Resources Management Lakehead University
GIS Data Quality and Evaluation Tomislav Sapic GIS Technologist Faculty of Natural Resources Management Lakehead University The quality of GIS data gains in importance when considering some of the main
Creating a File Geodatabase
Creating a File Geodatabase Updated by Thomas Stieve January 06, 2012 This exercise demonstrates how to create a file geodatabase in ArcGIS 10; how to import existing data into the geodatabase, and how
Agenda. What is GIS? GIS and SAP Real Examples
Agenda What is GIS? GIS and SAP Real Examples Life Without GIS My Stuff My Paper Maps Features Three Elements of a GIS Attributes What parcels are adjacent to Main Street? Behavior Display Query Analysis
Introduction to Geographic Information System course SESREMO Tempus Project. Gabriel Parodi
WRS - ITC. The Netherlands. Introduction to Geographic Information System course SESREMO Tempus Project. Gabriel Parodi Curricula transfer 2014 INTRODUCTION TO GIS COURSE- SESREMO TEMPUS Table of Contents
KEY WORDS: Geoinformatics, Geoinformation technique, Remote Sensing, Information technique, Curriculum, Surveyor.
CURRICULUM OF GEOINFORMATICS INTEGRATION OF REMOTE SENSING AND GEOGRAPHICAL INFORMATION TECHNOLOGY Kirsi VIRRANTAUS*, Henrik HAGGRÉN** Helsinki University of Technology, Finland Department of Surveying
State of Israel Ministry of Housing and Construction Survey of Israel. system for the Israeli real estate market
State of Israel Ministry of Housing and Construction Survey of Israel A Location Based Business Intelligence (LBBI) A system for the Israeli real estate market Established in 1920 by the British Mandate
Chapter Contents Page No
Chapter Contents Page No Preface Acknowledgement 1 Basics of Remote Sensing 1 1.1. Introduction 1 1.2. Definition of Remote Sensing 1 1.3. Principles of Remote Sensing 1 1.4. Various Stages in Remote Sensing
Visualization Method of Trajectory Data Based on GML, KML
Visualization Method of Trajectory Data Based on GML, KML Junhuai Li, Jinqin Wang, Lei Yu, Rui Qi, and Jing Zhang School of Computer Science & Engineering, Xi'an University of Technology, Xi'an 710048,
Introduction to GIS. http://libguides.mit.edu/gis
Introduction to GIS http://libguides.mit.edu/gis 1 Overview What is GIS? Types of Data and Projections What can I do with GIS? Data Sources and Formats Software Data Management Tips 2 What is GIS? 3 Characteristics
An architecture for open and scalable WebGIS
An architecture for open and scalable WebGIS Aleksandar Milosavljević, Leonid Stoimenov, Slobodanka Djordjević-Kajan CG&GIS Lab, Department of Computer Science Faculty of Electronic Engineering, University
GEOGRAPHIC INFORMATION SYSTEMS
GIS GEOGRAPHIC INFORMATION SYSTEMS FOR CADASTRAL MAPPING Chapter 7 2015 Cadastral Mapping Manual 7-0 GIS - GEOGRAPHIC INFORMATION SYSTEMS What is GIS For a long time people have sketched, drawn and studied
DATA QUALITY AND SCALE IN CONTEXT OF EUROPEAN SPATIAL DATA HARMONISATION
DATA QUALITY AND SCALE IN CONTEXT OF EUROPEAN SPATIAL DATA HARMONISATION Katalin Tóth, Vanda Nunes de Lima European Commission Joint Research Centre, Ispra, Italy ABSTRACT The proposal for the INSPIRE
Technology Trends In Geoinformation
Technology Trends In Geoinformation Dato Prof. Sr Dr. Abdul Kadir Bin Taib Department of Survey and Mapping Malaysia (JUPEM) Email: [email protected] www.jupem.gov.my NGIS 2008 3 rd. National GIS Conference
Guidelines on Information Deliverables for Research Projects in Grand Canyon National Park
INTRODUCTION Science is playing an increasing role in guiding National Park Service (NPS) management activities. The NPS is charged with protecting and maintaining data and associated information that
An Esri White Paper October 2010 Esri Production Mapping Product Library: Spatially Enabled Document Management System
An Esri White Paper October 2010 Esri Production Mapping Product Library: Spatially Enabled Document Management System Esri, 380 New York St., Redlands, CA 92373-8100 USA TEL 909-793-2853 FAX 909-793-5953
Building & Developing the Environmental
Building & Developing the Environmental Web Explorer for Riyadh City Authors: Engineer Yousef Bin Othman Al-Fariheedi Manager of Environmental Data Unit Environmental Management and Protection Department
Title 10 DEPARTMENT OF NATURAL RESOURCES Division 35 Land Survey Chapter 1 Cadastral Mapping Standards
Title 10 DEPARTMENT OF NATURAL RESOURCES Division 35 Land Survey Chapter 1 Cadastral Mapping Standards 10 CSR 35-1.010 Application of Standards PURPOSE: These minimum standards provide the digital mapper
GEOGRAPHIC INFORMATION SYSTEMS Lecture 20: Adding and Creating Data
Adding Existing Data Into ArcGIS - there are many different ways to get data into ArcGIS GEOGRAPHIC INFORMATION SYSTEMS Lecture 20: Adding and Creating Data Add Data - normally we use the Add Data button
Working with the Geodatabase Using SQL
An ESRI Technical Paper February 2004 This technical paper is aimed primarily at GIS managers and data administrators who are responsible for the installation, design, and day-to-day management of a geodatabase.
Texas Develops Online Geospatial Data Repository to Support Emergency Management
Bing Maps for Enterprise Microsoft Customer Solution Case Study Texas Develops Online Geospatial Data Repository to Support Emergency Management Overview Country or Region: United States Industry: Government
Institute of Natural Resources Departament of General Geology and Land use planning Work with a MAPS
Institute of Natural Resources Departament of General Geology and Land use planning Work with a MAPS Lecturers: Berchuk V.Y. Gutareva N.Y. Contents: 1. Qgis; 2. General information; 3. Qgis desktop; 4.
Title 10 DEPARTMENT OF NATURAL RESOURCES Division 35 Land Survey Chapter 1 Cadastral Mapping Standards
Title 10 DEPARTMENT OF NATURAL RESOURCES Division 35 Land Survey Chapter 1 Cadastral Mapping Standards 10 CSR 35-1.010 Application of Standards PURPOSE: These minimum standards provide the digital mapper
Property Management System
Property Management System 3 For more information or for a demonstration of the Forté Property Management System please contact: Dylan Rawlins 083 407 6280 [email protected] The Importance of Property
Chapter 1: Introduction to ArcGIS Server
Chapter 1: Introduction to ArcGIS Server At a high level you can think of ArcGIS Server as software that helps you take your geographic information and make it available to others. This data can be distributed
Data Modeling Basics. John Auel GIS Technician II United Services Group
Data Modeling Basics John Auel GIS Technician II United Services Group Background Bachelor of Science at University of Wisconsin, Steven s Point Area of Emphasis -- Cartography Been at United Services
Leveraging Cartegraph Data for the Management of Public Works Assets for the City of Grapevine
Leveraging Cartegraph Data for the Management of Public Works Assets for the City of Grapevine Presented By: Suja Joseph & Julie Paine Public Works City of Grapevine Overview of Cartegraph System for the
Creating Maps in QGIS: A Quick Guide
Creating Maps in QGIS: A Quick Guide Overview Quantum GIS, which is often called QGIS, is an open source GIS desktop application. Comparing to ArcGIS, QGIS can be installed on various operating systems,
Cookbook 23 September 2013 GIS Analysis Part 1 - A GIS is NOT a Map!
Cookbook 23 September 2013 GIS Analysis Part 1 - A GIS is NOT a Map! Overview 1. A GIS is NOT a Map! 2. How does a GIS handle its data? Data Formats! GARP 0344 (Fall 2013) Page 1 Dr. Carsten Braun 1) A
Modeling the Spatial and Legal Processes in a Land Readjustment procedure in Greece
1 Spatial Information Management Toward Legalizing Informal Urban Development FIG Com3 2007 Annual Meeting and Workshop 28 31 March 2007, Athens, Greece Modeling the Spatial and Legal Processes in a Land
Introduction to GIS. Dr F. Escobar, Assoc Prof G. Hunter, Assoc Prof I. Bishop, Dr A. Zerger Department of Geomatics, The University of Melbourne
Introduction to GIS 1 Introduction to GIS http://www.sli.unimelb.edu.au/gisweb/ Dr F. Escobar, Assoc Prof G. Hunter, Assoc Prof I. Bishop, Dr A. Zerger Department of Geomatics, The University of Melbourne
Geodatabase Programming with SQL
DevSummit DC February 11, 2015 Washington, DC Geodatabase Programming with SQL Craig Gillgrass Assumptions Basic knowledge of SQL and relational databases Basic knowledge of the Geodatabase We ll hold
GIS BASED LAND INFORMATION SYSTEM FOR MANDAL SOUM, SELENGE AIMAG OF MONGOLIA
GIS BASED LAND INFORMATION SYSTEM FOR MANDAL SOUM, SELENGE AIMAG OF MONGOLIA B. Tuul GTZ, Land Management and Fiscal Cadastre project, Government building 12, ALAGCaC, Ulaanbaatar, Mongolia [email protected],
The GeoMedia Architecture Advantage. White Paper. April 2002. The GeoMedia Architecture Advantage Page 1
The GeoMedia Architecture Advantage White Paper April 2002 The GeoMedia Architecture Advantage Page 1 Introduction What is wrong with GIS? GIS is primarily about data not software. Data should be independent
Application of GIS Analyzes with Cloud Computing
ion of GIS Analyzes with Cloud Computing Sevket BEDIROGLU, Volkan YILDIRIM and Selcuk ERBAS (Turkey) Key words: GIS, Cloud Computing, Spatial Cloud Computing SUMMARY Usage of Cloud Computing (CC) has been
Spatial data models (types) Not taught yet
Spatial data models (types) Not taught yet A new data model in ArcGIS Geodatabase data model Use a relational database that stores geographic data A type of database in which the data is organized across
Development of 3D Cadastre System to Monitor Land Value and Capacity of Zoning (Case study: Tehran)
8 th International Congress on Advances in Civil Engineering, 15-17 September 2008 Eastern Mediterranean University, Famagusta, North Cyprus Development of 3D Cadastre System to Monitor Land Value and
Data Validation Online References
Data Validation Online References Submitted To: Program Manager GeoConnections Victoria, BC, Canada Submitted By: Jody Garnett Brent Owens Refractions Research Inc. Suite 400, 1207 Douglas Street Victoria,
WHAT IS GIS - AN INRODUCTION
WHAT IS GIS - AN INRODUCTION GIS DEFINITION GIS is an acronym for: Geographic Information Systems Geographic This term is used because GIS tend to deal primarily with geographic or spatial features. Information
Vermont GIS Parcel Data Standard
VT Center for Geographic Information Vermont GIS Parcel Data Standard Version 1.1 Release Date: November 2013 Acknowledgements This data standard was drafted by staff at the VT Center for Geographic Information
GEOGRAPHIC INFORMATION SYSTEMS
GEOGRAPHIC INFORMATION SYSTEMS WHAT IS A GEOGRAPHIC INFORMATION SYSTEM? A geographic information system (GIS) is a computer-based tool for mapping and analyzing spatial data. GIS technology integrates
APLS 2011. GIS Data: Classification, Potential Misuse, and Practical Limitations
APLS 2011 GIS Data: Classification, Potential Misuse, and Practical Limitations GIS Data: Classification, Potential Misuse, and Practical Limitations Goals & Objectives Develop an easy to use geospatial
Syllabus AGET 782. GIS for Agricultural and Natural Resources Management
Syllabus AGET 782 Course Title: GIS for Agricultural and Natural Resources Management Course Abbreviation: AGET 782 Course Credits: Instructor: Course Description: Required Text: 3 hours Timothy N. Burcham,
Using CAD Data in ArcGIS
Esri International User Conference San Diego, California Technical Workshops July 27, 2012 Using CAD Data in ArcGIS Jeff Reinhart & Phil Sanchez Agenda Overview of ArcGIS CAD Support Using CAD Datasets
Oracle Platform GIS & Location-Based Services. Fred Louis Solution Architect Ohio Valley
Oracle Platform GIS & Location-Based Services Fred Louis Solution Architect Ohio Valley Overview Geospatial Technology Trends Oracle s Spatial Technologies Oracle10g Locator Spatial Oracle Application
are aimed for the investigation, planning, implementation, and decision making divisions.
A GIS PROJECT MANAGEMENT TEMPLATE Dr. Emin BANK Surveying Engineer, Ms.Sc. ISLEM Geographic Information Systems&Engineering Co.Ltd. 13. Cad No: 14, Beysukent 06530 ANKARA, TURKEY Tel: +90 312 235 64 90
Lecture 8. Online GIS
Lecture 8 Online GIS Lecture 8: Outline I. Online GIS 1. Google Earth 2. MSN Live Maps II. Open Source GIS III. ArcGIS Server and the ESRI suite of online software utility options IV. Advanced Data Mining
MrSID Plug-in for 3D Analyst
LizardTech MrSID Plug-in for 3D Analyst User Manual Copyrights Copyright 2009 2010 LizardTech. All rights reserved. Information in this document is subject to change without notice. The software described
Using GIS to Develop a Control Map and Database
PENN STATE UNIVERSITY Using GIS to Develop a Control Map and Database SUR-351 Geodetic Models Brian E. Halchak & Rich Cebrick 12/2/2013 Table of Contents Abstract... 2 What is a GIS?... 2 Development of
A Web services solution for Work Management Operations. Venu Kanaparthy Dr. Charles O Hara, Ph. D. Abstract
A Web services solution for Work Management Operations Venu Kanaparthy Dr. Charles O Hara, Ph. D Abstract The GeoResources Institute at Mississippi State University is leveraging Spatial Technologies and
Business Intelligence System for Monitoring, Analysis and Forecasting of Socioeconomic Development of Russian Territories
Business Intelligence System for Monitoring, Analysis and Forecasting of Socioeconomic Development of Russian Territories The Ministry of Economic Development of the Russian Federation is responsible for
GIS Architecture and Data Management Practices Boone County GIS Created and Maintained by the Boone County Planning Commission GIS Services Division
GIS Architecture and Data Management Practices Boone County GIS Created and Maintained by the Boone County Planning Commission June 2008 Background Boone County s GIS program has been in existence for
Diagnostic and analytics centre in ELES. Marina di Ragusa, 8. 10. 2015
Diagnostic and analytics centre in ELES Marina di Ragusa, 8. 10. 2015 Diagnostic and analytics centre in ELES Basic project data Project name: Establishment of Diagnostic and analytics centre in ELES Goal:
GIS Tools for Land Managers
Citation: Karl, J. 2010. GIS Tools for Land Managers. Sound Science White Paper Series #05. www.sound-science.org. GIS Tools for Land Managers Most land managers recognize that geographic information systems
Workflow improvement with FME in Skedsmo municipality
Workflow improvement with FME in Skedsmo municipality Anders Hveem Malum (Geodata AS) and Turid Brox Nilsen (Skedsmo municipality) 16.05.2014 Skedsmo Kommune, Teknisk sektor 1 Skedsmo municipality Situated
CHAPTER-24 Mining Spatial Databases
CHAPTER-24 Mining Spatial Databases 24.1 Introduction 24.2 Spatial Data Cube Construction and Spatial OLAP 24.3 Spatial Association Analysis 24.4 Spatial Clustering Methods 24.5 Spatial Classification
Application MS Access for Surveying Computations**
GEOMATICS AND ENVIRONMENTAL ENGINEERING Volume 5 Number 4 2011 Jan Ruchel*, Tomasz Adamczyk* Application MS Access for Surveying Computations** 1. Introduction The computations performed in surveying tasks
Thematic Map Types. Information Visualization MOOC. Unit 3 Where : Geospatial Data. Overview and Terminology
Thematic Map Types Classification according to content: Physio geographical maps: geological, geophysical, meteorological, soils, vegetation Socio economic maps: historical, political, population, economy,
Polish Spatial Data Infrastructure - from the Concept towards its Implementation
Polish Spatial Data Infrastructure - from the Concept towards its Implementation 8th EC-GI&GIS Workshop ESDI A Work in Progress Dublin, July 3-5 June 2001 r. Adam Linsenbarth, Ewa Wysocka Institute of
GIS Data in ArcGIS. Pay Attention to Data!!!
GIS Data in ArcGIS Pay Attention to Data!!! 1 GIS Data Models Vector Points, lines, polygons, multi-part, multi-patch Composite & secondary features Regions, dynamic segmentation (routes) Raster Grids,
METADATA-DRIVEN QLIKVIEW APPLICATIONS AND POWERFUL DATA INTEGRATION WITH QLIKVIEW EXPRESSOR
METADATA-DRIVEN QLIKVIEW APPLICATIONS AND POWERFUL DATA INTEGRATION WITH QLIKVIEW EXPRESSOR A QlikView Technical Brief Document March 2013 qlikview.com Introduction This technical brief highlights a subset
ArcGIS Pro. James Tedrick, Esri
ArcGIS Pro James Tedrick, Esri What you already know Why ArcGIS PRO? Vision The next generation ArcGIS desktop application for the GIS community who need a clean and comprehensive user experience which
SUMA K4205 GIS for Sustainability Management. Instructor Information: Dara Mendeloff GIS Specialist, CIESIN
SUMA K4205 GIS for Sustainability Management Instructor Information: Dara Mendeloff GIS Specialist, CIESIN Course Description Geographic Information Systems (GIS) are a system of computer software, data
Government 1008: Introduction to Geographic Information Systems. LAB EXERCISE 4: Got Database?
Government 1008: Introduction to Geographic Information Systems Objectives: Creating geodatabases Joining attribute tables Attribute and location based queries Spatial joins Creating spatial and attribute
