INTERNATIONAL JOURNAL OF GEOMATICS AND GEOSCIENCES Volume 1, No 1, 2010

Size: px
Start display at page:

Download "INTERNATIONAL JOURNAL OF GEOMATICS AND GEOSCIENCES Volume 1, No 1, 2010"

Transcription

1 Emergency Response Management and Information System (ERMIS) A GIS based software to resolve the emergency recovery challenges in Madurai city, Tamil Nadu B.Ganeshkumar, D.Ramesh PSNA College of Engineering & Technology, Dindigul, Tamilnadu, India bgeekay@gmail.com ABSTRACT Optimum utilization of the time after an accident which is golden hour serves as a measure of effectiveness of any emergency response service provider system. Recovery actions should be taken in time to reduce the loss of life and property. In spite of the reason that the service providers are well equipped, routing problems and traffic congestions breaks their speedy recovery action in real time. This paper presents a case study on Madurai which is the third largest city in Tamil Nadu with 51.9 Km 2 and is also referred to as City Never Sleeps because of its busy life round the clock. In the recent years, it is transforming its status from Athens of the East to Growing IT hub of southern Tamil Nadu, thanks to the development of IT sector in this zone. Most of the emergency situations arise in the city due to road and fire accident in this paper for which a detailed GIS database of transportation network, accident locations, hospitals, ambulance locations, police and fire stations was prepared and Spatial Analysis was also carried out for accident records of years by using ArcGIS9.3 to map the accident risk zones. ERMIS, a stand alone software free from GIS software backend was designed with all basic map interaction functions in VB.NET platform with MapObjects2.4, which can able to answer all kind of needs basically required for an emergency responder. A unique route finding OCX was programmed and used to plot O D cost matrix from multiple origins to multiple destinations. Route Finder was designed to find shortest, time saving routes and services areas. For effective response ERMIS found to provide a greater support in giving information about the vicinity of an emergency and solving direction finding problems. 1. INTRODUCTION Human resource is always of immense support for a developing country like India. Even though our country is saturated with 110 Crore population, not many are overlooking the safer 1

2 life of an individual. Transportation of a patient to hospital in emergency seems quite simple but in actual it is pretty difficult during peak hours. A significant operation for the handling of emergency incidents is the routing of responding vehicles to incident sites and then to the closest appropriate hospitals. GIS technology can support emergency responders to provide efficient response in quick response time through solving the steering problems. 2. STUDY AREA The city Madurai, is located between 9 53 to 9 59 North latitudes and 78 4 to East longitudes, lying at an altitude of meters and it covers a spatial extent of 51.9 Km 2. In 2006, the city has a population of persons 10,74,149, with a growth rate of percent during the period of with the density of 20,698 persons per sq.km. Ward wise analysis of density pattern within the MMC limits indicates that the area within the administrative jurisdiction of the MMC is almost saturated, with 52 wards of 72 wards having high or very high density. The existing land use pattern of the city has sq.km developed area and 6.21 sq.km undeveloped area. According to the current land use, 8.29 sq.km of developed area is dedicated to transportation next to residential. The existing road system comprises NH7, NH45B & NH49, 7 Major District Roads and Other Roads, totaling up to a road length of approximately km within the Madurai Municipal Corporation limits. The city has 22 major hospitals with trauma care facilities and a response network which is fully equipped with 16 ambulances for emergency movement of road accident victims to hospitals and also three Fire & Rescue Service stations are situated within the city. There are 16 Traffic Police stations available which covers the city in 16 sectional areas. 3. AIM AND OBJECTIVES The main aim of this study is to develop an efficient GIS based Emergency Response Management and Information System, called ERMIS, for the improvement of emergency recovery through solving the routing problems when a critical situation occurs on Madurai road networks. This work is done with the following objectives 2

3 To determine the existing emergency risk zones by employing a GIS analysis on the history of fire and road accident records To develop a standalone software called ERMIS by using MapObjects and VB.NET programming which is free from GIS software backend To locate the nearest emergency responder, such as an ambulance, hospital, fire & rescue station or police station during an emergency occurs through ERMIS To suggest shortest route from emergency spot to the recovery point using network analysis through a proposed OCX control To provide all the available information regarding emergency care situation through ERMIS 4. DATA USED The necessary data was collected from six different data sources as both spatial and non spatial data which are mentioned below. From Survey of India Toposheets Numbered 58 K/1/NW and 58 K/1/NE on 1:25,000 scales Madurai Guide Map on scale 1: From Corporation of Madurai Ward Map on scale 1:20000 Recent Transportation Network Map on scale 1:7500 Year 2006 Population Data Road Ledger 2006 Land Use Information Station wise Fire Accident Records for the years 2004 to 2008 Anuppanadi Fire & Rescue Station Madurai Fire & Rescue Station Tallakulam Fire & Rescue Station From Office of the Divisional Fire Officer, Madurai Economical Statistics 3

4 Fire & Rescue Station Locations From Office of the Police Commissioner (Traffic), Madurai Traffic Police Station Locations Accident Records for the years 2004 to 2008 Route restrictions From Field Visit (GPS Survey) Locations of Ambulance Services Locations of Hospitals Information regarding Emergency Services 5. GIS DATABASE DESIGN GIS database is prepared as with spatial and non spatial data. Every accident spot is specifically located at their exact geographic positions. In sum, 4535 road accident spots and 1046 fire accident spots are spotted with their attributes. Roads layer is digitized with more than 3016 road segments. The designed GIS database layers and their fields are 1. City Boundary (Area, Perimeter) 1. Ward Divisions (Ward No, Area, Males, Females, Total) 2. Roads (Name, One Way, Speed limits, Length, Category) 3. Fire Accident Spots (Stn_ID, Stn_Name, Place, Distance, Date, Time, Amt Lost, Amt Recovered) 4. Road Accidents (Stn_ID, Stn_Name, Place, Distance, Date, Time, Road Type, Vehicle Type, Fatal_No, Non Fatal_No) 5. Ambulance Services (ID, Name, Address, Contact, Category) 6. Hospitals (ID, Name, Address, Contact) 7. Fire & Rescue Stations (ID, Name, Address, Contact) 8. Police Stations (ID, Name, Address, Contact) 6. GIS ANALYSIS 4

5 Time based and month based analysis were carried out to ascertain which time period and month has more number of accident history. In time based analysis a whole day was divided into six intervals with four hours gap. The month based study dealt with month wise occurrence of accidents. From this the responder network may be get aware of prone time period or month. Similarly different types of SQL queries were applied on accident related attributes to obtain the results on the various topics. Spatial Analyst of ArcGIS is used to analyze density patterns using simple or kernel calculations. Specifically, Kernel density type of calculation is applied to prepare accident density maps. Roads in the city are categorized as NH, major roads and minor roads. This is done by giving a separate key number to each category in the database. Roads which are having names are identified and that data are stored in this database. Data base for one way, road segment length, speed limit and drive time was created. Road network was generated by using Network Analyst Extension 1.1b of ArcView GIS 3.2a. 7. NEED OF ERMIS Emergencies occur anywhere, at any location, at any time, and in various different ways, will make one at risk. Emergency situations require a speedy response. Thus, it is undoubted to establish direct, fast, and efficient software without delay. Hence, the development of emergency response management and information system has its own value and necessity. The ERMIS is known as software that supports the responders for quick and efficient emergency care during the accidental emergency situation. GIS based Emergency Response Management and Information System is proposed for trouble free routing of ambulances and fire vehicles during emergencies. Visual Basic.NET provides a versatile platform, enabling programmers to use object oriented methodologies. MapObjects 2.4 is the mapping component software created by ESRI, to allow mapping functions to be included in applications developed in a variety of programming environments. ERMIS is developed under the platform of VB.NET with MO2.4. ERMIS is designed as GUI which can handle by a user easily to obtain routing or ground truth information of an emergency site SOFTWARE OVERVIEW 5

6 In this system the main issues are the shortest path, nearest ambulance, hospitals, fire & rescue station, police station and storing the accident information in the database. ERMIS does not require the user to be proficient in GIS techniques. It creates the displayed message of the spatial data and allows these data elements to be combined without a user having knowledge of the GIS software. Main screen of ERMIS is shown below. The main window has six parts (1. Menu Bar, 2. Standard Toolbar 3. Map Toolbar, 4. Map Area, 5. Legend of Layers, 6. Taskbar) with their own functional importance. Figure 1: ERMIS V1.0.2 Main window 7. 2 MENU BAR & TOOL BARS To make the ERMIS more user friendly, menu bars are added to user interface. Menu bar contains different menus with common commands to perform different functionalities on spatial data. ERMIS has two types of toolbars. The Standard toolbar has 15 buttons including five control buttons and ten application buttons. Map toolbar has ten buttons including seven visual map interaction controls, two querying controls and an output control. Menus, submenus and tool bar functional descriptions are given in figure. 6

7 Figure 2: Menu Bar, Tool Bars with their functionality description Special Functionalities Labeling features Searching of facilities Extensive task bar guidance Scale and cursor position indicator JPEG map output 7. 3 APPLICATIONS ERMIS was designed to supply information to the user to make proper decisions at the time of emergencies. Applications part of ERMIS can be broadly classified into two sections. One is to provide ground truth of locality; other is to determine a shortest efficient route within city transportation network. ERMIS database has designed to carry wide range of information including record of accidents and details of existing emergency services of the city. OLEDB of VB.NET has used to access the database from the user side. Accident Analysis 7

8 Time based analysis reveals that the time interval 12 hrs to 15:59 hrs is most prone to fire accidents in the years In sum, 30% of accidents in 2004, 24% in 2005, 27% in 2006, 30% in 2007 and 26% in 2008 were happened in this specific interval of time. On considering road accidents history, the time intervals 8 hrs to 11:59 hrs and 16 hrs to 19:59 hrs carries most of the accidents. These two intervals bags 22% of accidents in 2004, 24% in 2005, 22% in 2006, 26% in 2007 and 21% in From month based analysis we can conclude that the months January March has the maximum fire accidents in all the years 2004 to Nearly 33% accidents were occurred. Fire accidents have been classified in to Serious, Medium and Small accidents by considering the amount lost. There were 19 serious, 73 medium and 954 small accidents happened in the years Road accidents have been classified in to Fatal and Non fatal accidents. In the year 2004, there were 524 fatal and 4011 non fatal accidents occurred. These results can be viewed through the Analysis Menu of ERMIS through following submenus Time Based Analysis of Fire & Road Accidents, Month Based Analysis of Fire Accidents & Road Accidents, Accident Type Statistics, Economical Impact of Fire Accidents, Accident Density spots, Road Accidents Based on Vehicle Type, Accidents Based on Road Type, Fatal and Non Fatal Statistics, Density maps Figure 3: Special application windows of ERMIS 8

9 Risk Zones Fire accident history recorded six places of frequent fire and had maximum economic loss. These places can be called as fire prone risk zones. The risk zones are 1. Sellur 2. Tallakulam 3. Ottakadai 4. Chinakadai Street 5. Villapuram 6. East Anuppanadi Road accident risk zones are predicted by keeping fatal accidents as important factor. Highly accident prone areas are 1. Thevar Statue Junction 2. Kalavasal Junction 3. South Veli Street 4. Bypass Kennet Road Junction Figure 4: Fire and Road Accidents Risk Zones Accident Records Both fire and road accident records were stored in database. This Records Menu carries the following information regarding Fire and Road accidents. These are Station Name, Place of Accident, Distance from Station, Date of Accident, Time of Accident, Asset Lost in Fire accident, 9

10 Asset Recovered in Fire accident, Road Type and Vehicle Type involved, Fatal and Non Fatal cases in Road Accidents Services This Services Menu gives the details of existing emergency responding facilitators of the city. The user can able to choose a particular or an alternative service provider depending upon the situation. Services menu comprises four emergency services viz., Ambulance services, Hospitals, Fire & Rescue Stations and Police Stations. Hospitals submenu carries all the essential information concerning the particular hospital. Location reference, contact numbers, existing medical facilities, specialties and trauma care facility details will make the user to prefer a precise choice ROUTE FINDER Route Finder is a specially designed application to enable the user to make route based decisions easily. The basic action of this application is determined by the developed Network.ocx control. Dijkstra s algorithm one can easily find out the shortest path from a given location (source) to all other points of interest (destination) in a graph /map. Here the other version of Dijkstra s Algorithm, which is called All Shortest Path Algorithm" is used in the programming of Network.ocx. Route Finder is a key to solve routing problems of Madurai city through some easy steps. Figure 5: Route Finder of ERMIS Separate application for solving routing problems 10

11 Route Finder has designed with eight separate components as shown in figure. Toolbar comprises of six operational buttons and three interaction buttons. The operational part of Route Finder has subdivided in to five categories namely Network activation, Attribute selection, Location spotting, Action selection and Output generation. A sample accident location is assumed approximately 3 Kms away from NH Bypass Junction i.e., Kaalavasal Junction. Closest ambulance location from the accident point and closest hospital from the accident is obtained from Route Finder. Route view map and Directions are the outputs of Route Finder. User can have a.jpeg format of map output with labels and a detailed text of route directions. There will be separate maps to show Closest Facility and Shortest Path. These two will assist emergency vehicle driver to solve routing problems. The closest ambulance service is Meenakshi Ambulance. The distance to be traveled between these two is 5.68 Kms. The closest hospital is Kennet Hospital. The shortest distance to be traveled to reach the hospital is 5.24 Kms. Figure 6: Results of Route Finder with Routing Directions 8 CONCLUSION 11

12 Emergency Response Management and Information System (ERMIS) were designed in the work by analyzing the ground situation of Madurai city. ERMIS is aimed to solve routing problems effectively and it also provides shortest as well as efficient route for speedy transportation of a patient when an accident or emergency occurs in Madurai city. Route map and Directions output supply a substantial assistance to enable service providers to giving their service at least time. ERMIS also analyzes emergency situations and emergency prone zones of the city from the past years accident history. ERMIS is capable of handling multi accident situation. It is analyzed with the results obtained that how well the developed Route Finder working with the efficient accuracy as much as the Network Analyst1.1b of ArcView 3.2a. Accident records database can be updated by the user side itself with the software. The whole system was designed to with an easy updation functionality due to the requirements in future. Traffic control authorities, emergency service providers, policemen and any common man can use the system without any prior GIS software proficiency. 9 REFERENCES 1. Bruce A. Ralson (2000), GIS and ITS Traffic assignment, Geoinformatica Vol 4, Issue 2, pp Cherkassky. B et.al., (1993) Shortest path algorithms: theory and experimental evaluation. Technical Report , Dept of Computer Science, Stanford University 3. Coutinho Rodriques, J et.al.,(1996) An interactive spatial decision support system for multiobjective hazmat location routing problems, Working Paper WPS 95 39, Max M. Fisher College of Business, The Ohio State University 4. Dijkstra E.W. (1959) A note on two problems in connexion with graphs, Numerische Mathematik, pp Douglas, David H (1999), Least cost path in GIS using an Accumulated Cost Surface and Slope Line, Cartographica, Vol 31 No 3 pp Environmental Systems Research Institute (2006) Getting Started with MapObjects Gheorghe. AV (1999), Integrated Decision Support Systems for Emergency Preparedness and Management, Annual Con of the Int Emergency Management Society, pp

13 8. Harewood, S.I (2002) Emergency Ambulance deployment in Barbados: a multi objective approach, Journal of the Operations Research Society, Vol 53, pp Thirumalaivasan D and Guruswamy V (1999) Optimal route analysis using GIS, Accessed from on Dec Husdal J et.al., (2001), Shortest path computation: A comparative analysis, Accessed from on Feb Maheep Singh Thapar (1999) Emergency Response Management System for Hyderabad city, Accessed from on Feb Moses Santhakumar et.al., (2001) Transportation system management for Madurai city using GIS, Accessed from on Mar

DISASTER DISASTER MANAGEMENT CRISIS INFORMATICS GIS IN DIFFEERENT STAGES OF DISASTER MANAGEMENT

DISASTER DISASTER MANAGEMENT CRISIS INFORMATICS GIS IN DIFFEERENT STAGES OF DISASTER MANAGEMENT APPLICATION OF GIS AND REMOTE SENSING IN DISASTER PRONE AREAS: A CASE STUDY IN COASTAL KERALA DISASTER Disaster is an unpleasant event than occurs with little or no warning which results in economic disruption,

More information

Government 1009: Advanced Geographical Information Systems Workshop. LAB EXERCISE 3b: Network

Government 1009: Advanced Geographical Information Systems Workshop. LAB EXERCISE 3b: Network Government 1009: Advanced Geographical Information Systems Workshop LAB EXERCISE 3b: Network Objective: Using the Network Analyst in ArcGIS Implementing a network functionality as a model In this exercise,

More information

GIS and GPS Integrated Fleet Management system for Chennai City using GIS technique ABSTRACT

GIS and GPS Integrated Fleet Management system for Chennai City using GIS technique ABSTRACT GIS and GPS Integrated Fleet Management system for Chennai City using GIS technique A.Ambica Department of Civil Engineering Bharath University, Selaiyur, Chennai 73 ABSTRACT Routes and networks are the

More information

Geographical Information System (GIS)-Based Analysis of Road Traffic Accident Blackspots in Federal Capital Territory (F.C.T)

Geographical Information System (GIS)-Based Analysis of Road Traffic Accident Blackspots in Federal Capital Territory (F.C.T) Geographical Information System (GIS)-Based Analysis of Road Traffic Accident Blackspots in Federal Capital Territory (F.C.T) Samaila Saleh Department Of Civil Engineering, College of Engineering, Hassan

More information

Lab 6: Distance and Density

Lab 6: Distance and Density Lab 6: Distance and Density Exercise 1: Air Ambulance study The dispatch managers of local hospitals providing air ambulance service are working together with local schools and colleges to conduct a preliminary

More information

Development of a Geographic Information Systems Road Network Database for Emergency Response; A Case Study Of Oyo-Town, Oyo State, Nigeria

Development of a Geographic Information Systems Road Network Database for Emergency Response; A Case Study Of Oyo-Town, Oyo State, Nigeria International Journal of Engineering Science Invention ISSN (Online): 2319 6734, ISSN (Print): 2319 6726 Volume 4 Issue 12 December 2015 PP.34-42 Development of a Geographic Information Systems Road Network

More information

Introduction to PostGIS

Introduction to PostGIS Tutorial ID: IGET_WEBGIS_002 This tutorial has been developed by BVIEER as part of the IGET web portal intended to provide easy access to geospatial education. This tutorial is released under the Creative

More information

GEOGRAPHIC INFORMATION SYSTEMS (GIS): THE BEDROCK OF NG9-1-1

GEOGRAPHIC INFORMATION SYSTEMS (GIS): THE BEDROCK OF NG9-1-1 GEOGRAPHIC INFORMATION SYSTEMS (GIS): THE BEDROCK OF NG9-1-1 THE TIME IS NOW FOR PSAPS AND REGIONAL AGENCIES TO TAKE ADVANTAGE OF THE ACCURATE GEOSPATIAL DATABASES THAT WILL BE KEY TO NEXT GENERATION EMERGENCY

More information

Operations Modified On:Nov 24, 2010 12:37

Operations Modified On:Nov 24, 2010 12:37 NOTE: EMS Aircraft utilized in Alameda County for prehospital emergency care will meet the qualifications specified in Title 22, Chapter 8. 1. DEFINITIONS 1.1 "EMS Aircraft" any aircraft utilized for the

More information

Real Time Bus Monitoring System by Sharing the Location Using Google Cloud Server Messaging

Real Time Bus Monitoring System by Sharing the Location Using Google Cloud Server Messaging Real Time Bus Monitoring System by Sharing the Location Using Google Cloud Server Messaging Aravind. P, Kalaiarasan.A 2, D. Rajini Girinath 3 PG Student, Dept. of CSE, Anand Institute of Higher Technology,

More information

Enterprise Location Intelligence

Enterprise Location Intelligence Solutions for Enabling Lifetime Customer Relationships Enterprise Location Intelligence Bringing Location-related Business Insight to Support Better Decision Making and More Profitable Operations W HITE

More information

Collided Vehicle Position Detection using GPS & Reporting System through GSM

Collided Vehicle Position Detection using GPS & Reporting System through GSM Collided Vehicle Position Detection using GPS & Reporting System through GSM M.M.Raghaveendra 1, N.Sahitya 2, N.Nikhila 3, S.Sravani 4 1 Asst.Professor ECE Department, 2 Student, 3 Student, 4 Student,

More information

Data Visualization. Brief Overview of ArcMap

Data Visualization. Brief Overview of ArcMap Data Visualization Prepared by Francisco Olivera, Ph.D., P.E., Srikanth Koka and Lauren Walker Department of Civil Engineering September 13, 2006 Contents: Brief Overview of ArcMap Goals of the Exercise

More information

GPS BASED TRUCK DISPATCH SYSTEM (TDS) IN HIGHLY MECHANIZED BAUXITE MINES A CASE STUDY.

GPS BASED TRUCK DISPATCH SYSTEM (TDS) IN HIGHLY MECHANIZED BAUXITE MINES A CASE STUDY. GPS BASED TRUCK DISPATCH SYSTEM (TDS) IN HIGHLY MECHANIZED BAUXITE MINES A CASE STUDY. Dr Ashutosh Roul, PhD Senior Manager(Mines),NALCO. NALCO Asia s largest integrated Aluminium Complex, Encompassing

More information

GIS Web Based Application in Crime Monitoring in Malaysia

GIS Web Based Application in Crime Monitoring in Malaysia Safe City Monitoring System GIS Web Based Application in Crime Monitoring in Malaysia Geospatial World Forum 2014 Geneva, Switzerland 5-9 M ay 2014 SIOW SUAN NEO Safe City Programme Unit Town and Country

More information

Crash data may not contain complete information, some elements may be unknown

Crash data may not contain complete information, some elements may be unknown Crash Data Introduction: Crash data are information that comes from a reportable crash. A reportable crash according to Title 75, Pennsylvania Consolidated Statutes, Section 3746(a) is: an incident that

More information

Estimation of response time for ground ambulance transport

Estimation of response time for ground ambulance transport ISSN 1816-6075 (Print), 1818-0523 (Online) Journal of System and Management Sciences Vol. 1 (2011) No. 5, pp. 81-92 Estimation of response time for ground ambulance transport Bruno Jezek 1, Jan Vanek 1,

More information

Ashtashil Vrushketu Bhambulkar* / (IJAEST) INTERNATIONAL JOURNAL OF ADVANCED ENGINEERING SCIENCES AND TECHNOLOGIES Vol No. 11, Issue No.

Ashtashil Vrushketu Bhambulkar* / (IJAEST) INTERNATIONAL JOURNAL OF ADVANCED ENGINEERING SCIENCES AND TECHNOLOGIES Vol No. 11, Issue No. Ashtashil Vrushketu Bhambulkar* / () INTERNATIONAL JOURNAL OF ADVANCED ENGINEERING SCIENCES AND TECHNOLOGIES MUNICIPAL SOLID WASTE COLLECTION ROUTES OPTIMIZED WITH ARC GIS NETWORK ANALYST Ashtashil Vrushketu

More information

Enterprise Location Intelligence

Enterprise Location Intelligence Solutions for Customer Intelligence, Communications and Care. Enterprise Location Intelligence Bringing Location-related Business Insight to Support Better Decision Making and More Profitable Operations

More information

Getting Started with the ArcGIS Predictive Analysis Add-In

Getting Started with the ArcGIS Predictive Analysis Add-In Getting Started with the ArcGIS Predictive Analysis Add-In Table of Contents ArcGIS Predictive Analysis Add-In....................................... 3 Getting Started 4..............................................

More information

Geocoding in Law Enforcement Final Report

Geocoding in Law Enforcement Final Report Geocoding in Law Enforcement Final Report Geocoding in Law Enforcement Final Report Prepared by: The Crime Mapping Laboratory Police Foundation August 2000 Report to the Office of Community Oriented Policing

More information

SECURITY AND EMERGENCY VEHICLE MANAGEMENT

SECURITY AND EMERGENCY VEHICLE MANAGEMENT SECURITY AND EMERGENCY VEHICLE MANAGEMENT Index Purpose Description Relevance for Large Scale Events Options Technologies Impacts Integration potential Implementation Best Cases and Examples 1 of 10 Purpose

More information

WFP Liberia Country Office

WFP Liberia Country Office 1 Oscar Gobbato oscar.gobbato@wfp.org oscar.gobbato@libero.it WFP Liberia Country Office GIS training - Summary Objectives 1 To introduce to participants the basic concepts and techniques in using Geographic

More information

Real-Time Traffic Patrol Allocation for Abu Dhabi Emirate (UAE)

Real-Time Traffic Patrol Allocation for Abu Dhabi Emirate (UAE) Real-Time Traffic Patrol Allocation for Abu Dhabi Emirate (UAE) Hussain Al-Harthei Traffic and Patrols Directorate, Abu Dhabi Police, Email: alharthei@saaed.ae Oualid (Walid) Ben Ali University of Sharjah,

More information

Vehicle Tracking System,

Vehicle Tracking System, Vehicle Tracking System, The Complete Solution What is GPS? Product Review. Complete system. Contact Us. What is GPS? GPS, which stands for Global Positioning System, is the only system today able to show

More information

Available online at www.sciencedirect.com. ScienceDirect. Procedia Computer Science 52 (2015 ) 902 907

Available online at www.sciencedirect.com. ScienceDirect. Procedia Computer Science 52 (2015 ) 902 907 Available online at www.sciencedirect.com ScienceDirect Procedia Computer Science 52 (2015 ) 902 907 The 4th International Workshop on Agent-based Mobility, Traffic and Transportation Models, Methodologies

More information

Data Visualization. Prepared by Francisco Olivera, Ph.D., Srikanth Koka Department of Civil Engineering Texas A&M University February 2004

Data Visualization. Prepared by Francisco Olivera, Ph.D., Srikanth Koka Department of Civil Engineering Texas A&M University February 2004 Data Visualization Prepared by Francisco Olivera, Ph.D., Srikanth Koka Department of Civil Engineering Texas A&M University February 2004 Contents Brief Overview of ArcMap Goals of the Exercise Computer

More information

Technology Driven Traffic Management

Technology Driven Traffic Management Technology Driven Traffic Management Preparing for the future Presentation by Praveen Sood ADG Police Computer Wing & Commissioner for Traffic & Road Safety Bangalore Agenda IT enabled monitoring and information

More information

Analysis of Land Use/Land Cover Change in Jammu District Using Geospatial Techniques

Analysis of Land Use/Land Cover Change in Jammu District Using Geospatial Techniques Analysis of Land Use/Land Cover Change in Jammu District Using Geospatial Techniques Dr. Anuradha Sharma 1, Davinder Singh 2 1 Head, Department of Geography, University of Jammu, Jammu-180006, India 2

More information

REPORT EMERGENCY SERVICES ON STATE HIGHWAYS

REPORT EMERGENCY SERVICES ON STATE HIGHWAYS Created by:- REPORT EMERGENCY SERVICES ON STATE HIGHWAYS BOMBAY GOODS TRANSPORT ASSOCIATION 18, MEHTA CHAMBERS, 2 ND FLOOR, KALYAN STREET, MUMBAI 400009. Tel :- 23775415,23719882. Fax:- 23728681 Email

More information

Spatial Analyst Tutorial

Spatial Analyst Tutorial Copyright 1995-2010 Esri All rights reserved. Table of Contents About the ArcGIS Spatial Analyst Tutorial......................... 3 Exercise 1: Preparing for analysis............................ 5 Exercise

More information

An Introduction to Point Pattern Analysis using CrimeStat

An Introduction to Point Pattern Analysis using CrimeStat Introduction An Introduction to Point Pattern Analysis using CrimeStat Luc Anselin Spatial Analysis Laboratory Department of Agricultural and Consumer Economics University of Illinois, Urbana-Champaign

More information

Improvement in Transit Service using GIS Case study of Bhavnagar State Transport Depot

Improvement in Transit Service using GIS Case study of Bhavnagar State Transport Depot Improvement in Transit Service using GIS Case study of Bhavnagar State Transport Depot Mukti Advani Research Scholar, TRIPP/IIT Delhi B.Srirama Research Scientist, TRIPP/IIT Delhi S.K.Pathan Head, LPPD,

More information

A Low Cost Vehicle Monitoring System for Fixed Routes Using Global Positioning System (GPS)

A Low Cost Vehicle Monitoring System for Fixed Routes Using Global Positioning System (GPS) A Low Cost Vehicle Monitoring System for Fixed Routes Using Global Positioning System (GPS) Mark Darren Savuriar, Chandrasekharan Nataraj, Chitturi Venkatratnam, Sardar Ali School of Engineering Asia Pacific

More information

PUBLIC SAFETY. Industry Solutions Harness the Power of GIS for Public Safety

PUBLIC SAFETY. Industry Solutions Harness the Power of GIS for Public Safety PUBLIC SAFETY Industry Solutions Harness the Power of GIS for Public Safety Esri has thousands of customers worldwide who are using the transforming power of GIS technology to respond to disasters and

More information

Coming To An Airport Near You

Coming To An Airport Near You Airport GIS Data & ealp Coming To An Airport Near You Kevin Shirer, AAE Project Manager Association of California Airports; September 2009 Today s Presentation & Expectations Take away Basic knowledge

More information

Location Identification and Vehicle Tracking using VANET(VETRAC)

Location Identification and Vehicle Tracking using VANET(VETRAC) Location Identification and Vehicle Tracking using VANET(VETRAC) Supervisor Name: Md. Mosaddik Hasan Assistant Professor Dept. of CSE MBSTU Md. Al-Amin Nipu CE-10031 Dept. of CSE MBSTU Abstract: Large

More information

Continuous Fastest Path Planning in Road Networks by Mining Real-Time Traffic Event Information

Continuous Fastest Path Planning in Road Networks by Mining Real-Time Traffic Event Information Continuous Fastest Path Planning in Road Networks by Mining Real-Time Traffic Event Information Eric Hsueh-Chan Lu Chi-Wei Huang Vincent S. Tseng Institute of Computer Science and Information Engineering

More information

Using Geographical Information Systems (GIS) To Establish Access To Aged Care Residential Services In Non-Metropolitan Australia

Using Geographical Information Systems (GIS) To Establish Access To Aged Care Residential Services In Non-Metropolitan Australia Using Geographical Information Systems (GIS) To Establish Access To Aged Care Residential Services In Non-Metropolitan Australia Graeme Hugo, Rachel Aylward 5th National Rural Health Conference Graeme

More information

DEVELOPMENT OF INTEGRATED HIGHWAY MANAGEMENT SYSTEM IN KOREA

DEVELOPMENT OF INTEGRATED HIGHWAY MANAGEMENT SYSTEM IN KOREA DEVELOPMENT OF INTEGRATED HIGHWAY MANAGEMENT SYSTEM IN KOREA Chunjoo YOON Researcher Highway Research Department Korea Institute of Construction Technology 2311, Daehwa-Dong, Ilsan-Gu, Goyang-Si, Gyeonggi-Do,

More information

Esri for Logistics. Logistics Optimization through GIS

Esri for Logistics. Logistics Optimization through GIS Esri for Logistics Logistics Optimization through GIS The Geographic Approach to Logistics All over the world, Esri geographic information system (GIS) solutions are helping transportation organizations

More information

Automatic vehicle location tracking system based on GIS environment O. Aloquili 1 A. Elbanna 2 A. Al-Azizi 1

Automatic vehicle location tracking system based on GIS environment O. Aloquili 1 A. Elbanna 2 A. Al-Azizi 1 Published in IET Software Received on 4th December 2007 Revised on 4th December 2008 ISSN 1751-8806 Automatic vehicle location tracking system based on GIS environment O. Aloquili 1 A. Elbanna 2 A. Al-Azizi

More information

ABSTRACT INTRODUCTION OVERVIEW OF POSTGRESQL AND POSTGIS SESUG 2012. Paper RI-14

ABSTRACT INTRODUCTION OVERVIEW OF POSTGRESQL AND POSTGIS SESUG 2012. Paper RI-14 SESUG 2012 Paper RI-14 Creating a Heatmap Visualization of 150 Million GPS Points on Roadway Maps via SAS Shih-Ching Wu, Virginia Tech Transportation Institute, Blacksburg, Virginia Shane McLaughlin, Virginia

More information

3D Model of the City Using LiDAR and Visualization of Flood in Three-Dimension

3D Model of the City Using LiDAR and Visualization of Flood in Three-Dimension 3D Model of the City Using LiDAR and Visualization of Flood in Three-Dimension R.Queen Suraajini, Department of Civil Engineering, College of Engineering Guindy, Anna University, India, suraa12@gmail.com

More information

VOL. 3, NO.12 Dec, 2012 ISSN 2079-8407 Journal of Emerging Trends in Computing and Information Sciences 2009-2012 CIS Journal. All rights reserved.

VOL. 3, NO.12 Dec, 2012 ISSN 2079-8407 Journal of Emerging Trends in Computing and Information Sciences 2009-2012 CIS Journal. All rights reserved. GIS Based Service Oriented Architecture Approach for Electric Distribution N.Maharajan Asst Prof, Dept of Civil Eng, BS Abdur Rahman University, Chennai 48 ABSTRACT In this age of technological advancements,

More information

Road Asset Management System for Madurai CBD

Road Asset Management System for Madurai CBD Road Asset Management System for Madurai CBD 1 T.Karthigaipriya, 2 D.Srividya 1 PG Scholar, Department of Civil Engineering,ThiagarajarCollegeof Engineering, Madurai. 2 Assistant Professor, Department

More information

EMS Aircraft Operations

EMS Aircraft Operations Page 1 Policy: Field Care Patient Management EMS Aircraft Operations I. AUTHORITY California Code of Regulations, Title 22, Division 9, Chapter 8, Articles 1-5 II. PURPOSE A. To establish guidelines for

More information

Business Analytics using Data Mining

Business Analytics using Data Mining Business Analytics using Data Mining Project Report Indian School of Business Group A6 Bhushan Khandelwal 61410182 61410806 - Mahabaleshwar Bhat Mayank Gupta 61410659 61410697 - Shikhar Angra Sujay Koparde

More information

GTFS: GENERAL TRANSIT FEED SPECIFICATION

GTFS: GENERAL TRANSIT FEED SPECIFICATION GTFS: GENERAL TRANSIT FEED SPECIFICATION What is GTFS? A standard in representing schedule and route information Public Transportation Schedules GIS Data Route, trip, and stop information in one zipfile

More information

ELDIS Software Police and safety

ELDIS Software Police and safety ELDIS Software Police and safety creating safety by technology! 1 Product information ELDIS ELDIS The safety expert in the police environment Increased safety thanks to many years of experience Eurofunk

More information

Global Positioning System (GPS) Automated Vehicle Location (AVL) Geographic Information System (GIS) and Routing/Scheduling System

Global Positioning System (GPS) Automated Vehicle Location (AVL) Geographic Information System (GIS) and Routing/Scheduling System Global Positioning System (GPS) Automated Vehicle Location (AVL) Geographic Information System (GIS) and Routing/Scheduling System Jeff Tsai Program Director Institute for Transportation Research and Education

More information

Introduction to GIS functionality

Introduction to GIS functionality Exercise Introduction to GIS functionality Step 1 Start ArcInfo If necessary, start ArcInfo. Click the Start button in your Windows 2000 Task Bar and select Programs. Click the ArcInfo program group and

More information

From GPS Data Collection to GIS Data Display A Walk-Through Example

From GPS Data Collection to GIS Data Display A Walk-Through Example From GPS Data Collection to GIS Data Display A Walk-Through Example The Global Positioning System (GPS) is a satellite based navigation system consisting of 24 satellites, a worldwide network of tracking

More information

Big Data Collection and Utilization for Operational Support of Smarter Social Infrastructure

Big Data Collection and Utilization for Operational Support of Smarter Social Infrastructure Hitachi Review Vol. 63 (2014), No. 1 18 Big Data Collection and Utilization for Operational Support of Smarter Social Infrastructure Kazuaki Iwamura Hideki Tonooka Yoshihiro Mizuno Yuichi Mashita OVERVIEW:

More information

International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) Volume 3, Issue 6, June 2014

International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) Volume 3, Issue 6, June 2014 Real Time Wireless based Train Tracking, Track Identification and Collision avoidance System for Railway Sectors 1 R. Immanuel Rajkumar, 2 Dr.P. E. Sankaranarayanan, and 3 Dr.G.Sundari 1 Research Scholar,

More information

AUTOMATIC ACCIDENT DETECTION AND AMBULANCE RESCUE WITH INTELLIGENT TRAFFIC LIGHT SYSTEM

AUTOMATIC ACCIDENT DETECTION AND AMBULANCE RESCUE WITH INTELLIGENT TRAFFIC LIGHT SYSTEM AUTOMATIC ACCIDENT DETECTION AND AMBULANCE RESCUE WITH INTELLIGENT TRAFFIC LIGHT SYSTEM Mr.S.Iyyappan 1, Mr.V.Nandagopal 2 P.G Scholar, Dept. of EEE, Ganadipathy Tulis s Jain Engineering College, Vellore,

More information

Traffic Estimation and Least Congested Alternate Route Finding Using GPS and Non GPS Vehicles through Real Time Data on Indian Roads

Traffic Estimation and Least Congested Alternate Route Finding Using GPS and Non GPS Vehicles through Real Time Data on Indian Roads Traffic Estimation and Least Congested Alternate Route Finding Using GPS and Non GPS Vehicles through Real Time Data on Indian Roads Prof. D. N. Rewadkar, Pavitra Mangesh Ratnaparkhi Head of Dept. Information

More information

Using GIS to Identify Pedestrian- Vehicle Crash Hot Spots and Unsafe Bus Stops

Using GIS to Identify Pedestrian- Vehicle Crash Hot Spots and Unsafe Bus Stops Using GIS to Identify Pedestrian-Vehicle Crash Hot Spots and Unsafe Bus Stops Using GIS to Identify Pedestrian- Vehicle Crash Hot Spots and Unsafe Bus Stops Long Tien Truong and Sekhar V. C. Somenahalli

More information

GIS DRIVEN URBAN TRAFFIC ANALYSIS BASED ON ONTOLOGY

GIS DRIVEN URBAN TRAFFIC ANALYSIS BASED ON ONTOLOGY GIS DRIVEN URBAN TRAFFIC ANALYSIS BASED ON ONTOLOGY Tazin Malgundkar 1,Madhuri Rao 2 and Dr. S.S. Mantha 3 1 Student, Computer Engineering, Thadomal Shahani Engineering College, Bandra, Mumbai, India.

More information

Madras College Site Traffic Management Plan (South Street) August 2015

Madras College Site Traffic Management Plan (South Street) August 2015 Madras College Site Traffic Management Plan (South Street) August 2015 South Street, St. Andrews, KY16 9EJ Kilrymont Road, St. Andrews, KY16 8DE Telephone (01334) 659402 Telephone (01334) 659401 Email

More information

CHAPTER 2 PAVEMENT MANAGEMENT SYSTEM

CHAPTER 2 PAVEMENT MANAGEMENT SYSTEM CHAPTER 2 PAVEMENT MANAGEMENT SYSTEM 2.1. INTRODUCTION TO PAVEMENT MANAGEMENT The ability of a pavement system to serve a society is largely a function of planning. Planning is the intersection between

More information

1. Abstract. 2. The Problem / Need for the Program

1. Abstract. 2. The Problem / Need for the Program Program Information: Montgomery County, Maryland Program Title: A GIS Platform for Emergency Management and Response: Common Operational Pictures (COP) Program Category: # 14, Information Technology 1.

More information

How to use PGS: Basic Services Provision Map App

How to use PGS: Basic Services Provision Map App How to use PGS: Basic Services Provision Map App The PGS: Basic Services Provision Map App The main features of the PGP Basic Services web application includes: Navigation Tools Map Tools Main Map Links

More information

Professional navigation solutions for trucks and fleets

Professional navigation solutions for trucks and fleets Professional navigation solutions for trucks and fleets are there tools that can get you through anything? Narrow roads, low bridges, no opportunities to turn around a lot of roads are not made for freight

More information

Tutorial 8 Raster Data Analysis

Tutorial 8 Raster Data Analysis Objectives Tutorial 8 Raster Data Analysis This tutorial is designed to introduce you to a basic set of raster-based analyses including: 1. Displaying Digital Elevation Model (DEM) 2. Slope calculations

More information

An ESRI White Paper June 2009 ESRI K 12 Solutions: School Bus Routing Using ESRI Tools to Address the Problems

An ESRI White Paper June 2009 ESRI K 12 Solutions: School Bus Routing Using ESRI Tools to Address the Problems An ESRI White Paper June 2009 ESRI K 12 Solutions: School Bus Routing ESRI 380 New York St., Redlands, CA 92373-8100 USA TEL 909-793-2853 FAX 909-793-5953 E-MAIL info@esri.com WEB www.esri.com Copyright

More information

GIS and Mapping Solutions for Developers. ESRI Developer Network (EDN SM)

GIS and Mapping Solutions for Developers. ESRI Developer Network (EDN SM) GIS and Mapping Solutions for Developers ESRI Developer Network (EDN SM) GIS and Mapping Solutions for Developers If you are a software developer looking for an effective way to bring geographic and mapping

More information

Getting to and from Bengaluru International Airport

Getting to and from Bengaluru International Airport Getting to and from Bengaluru International For more information, visit our website www.bengaluruairport.com For any feedback, email feedback@bialairport.com Bengaluru International, Bangalore 560 300

More information

An Open-Architecture GIS Component for Creating Multiband Traffic Density Maps

An Open-Architecture GIS Component for Creating Multiband Traffic Density Maps An Open-Architecture GIS Component for Creating Multiband Traffic Density Maps October 15, 2012 INFORMS Annual Meeting Phoenix, AZ David Hunt (presenting author) Francis Julian Ming Lu Marc Meketon Carl

More information

A Dynamic Programming Approach for 4D Flight Route Optimization

A Dynamic Programming Approach for 4D Flight Route Optimization A Dynamic Programming Approach for 4D Flight Route Optimization Christian Kiss-Tóth, Gábor Takács Széchenyi István University, Győr, Hungary IEEE International Conference on Big Data Oct 27-30, 2014 Washington

More information

Government 1008: Introduction to Geographic Information Systems. LAB EXERCISE 4: Got Database?

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

More information

Network Analysis with ArcGIS Online

Network Analysis with ArcGIS Online Federal GIS Conference February 9 10, 2015 Washington, DC Network Analysis with ArcGIS Online Matt Kennedy Topics Online versus on-premise network analysis services How to access online services How to

More information

QGIS LAB SERIES GST 102: Spatial Analysis Lab 6: Vector Data Analysis - Network Analysis

QGIS LAB SERIES GST 102: Spatial Analysis Lab 6: Vector Data Analysis - Network Analysis QGIS LAB SERIES GST 102: Spatial Analysis Lab 6: Vector Data Analysis - Network Analysis Objective Learn the Basics of Network Analysis Document Version: 2014-07-04 (Beta) Contents Introduction...2 Objective:

More information

Intermodal Freight GIS Network Risk Assessment Final Report. Introduction

Intermodal Freight GIS Network Risk Assessment Final Report. Introduction Intermodal Freight GIS Network Risk Assessment Final Report Introduction Previous Center for Intermodal Freight Transportation Studies (CIFTS) projects funded the development of an intermodal freight transportation

More information

OPEN SOURCE SOFTWARES IN BUILDING WEBGIS OF BUS INFORMATION SYSTEM.

OPEN SOURCE SOFTWARES IN BUILDING WEBGIS OF BUS INFORMATION SYSTEM. OPEN SOURCE SOFTWARES IN BUILDING WEBGIS OF BUS INFORMATION SYSTEM. Duc Nguyen Huu 1 and Chon Le Trung 2 1 University of Resources and Environment, Ho Chi Minh City. Email: nhduc@hcmunre.edu.vn 2 University

More information

USE OF STATE FLEET VEHICLE GPS DATA FOR TRAVEL TIME ANALYSIS

USE OF STATE FLEET VEHICLE GPS DATA FOR TRAVEL TIME ANALYSIS USE OF STATE FLEET VEHICLE GPS DATA FOR TRAVEL TIME ANALYSIS David P. Racca Center for Applied Demography and Survey Research (CADSR) University of Delaware Graham Hall, Rm 284, Newark, Delaware 19716

More information

How To Use Vehicle Gps Data To Understand Travel Time And Speed In Delaware

How To Use Vehicle Gps Data To Understand Travel Time And Speed In Delaware USE OF STATE FLEET VEHICLE GPS DATA FOR TRAVEL TIME ANALYSIS David P. Racca Center for Applied Demography and Survey Research (CADSR) University of Delaware Graham Hall, Rm 284, Newark, Delaware 19716

More information

Computer Aided Dispatch & Mobile Digital Communicator

Computer Aided Dispatch & Mobile Digital Communicator Computer Aided Dispatch & Mobile Digital Communicator Fast - Reliable - Secure Application Overview The Crimestar Computer Aided Dispatch (CAD) and Mobile Digital Communicator (MDC) are two separate and

More information

APPLICATIONS OF GIS IN INFRASTRUCTURE PROJECT MANAGEMENT

APPLICATIONS OF GIS IN INFRASTRUCTURE PROJECT MANAGEMENT Int. J. Struct. & Civil Engg. Res. 2013 Sandip N Palve, 2013 Research Paper ISSN 2319 6009 www.ijscer.com Vol. 2, No. 4, November 2013 2013 IJSCER. All Rights Reserved APPLICATIONS OF GIS IN INFRASTRUCTURE

More information

Vehicle Tracking System using GPRS

Vehicle Tracking System using GPRS Urban Transport XIII: Urban Transport and the Environment in the 21st Century 409 Vehicle Tracking System using GPRS S. Ikram 1 & F. T. Shah 2 1 Seidco Communication L.L.C, Abu Dhabi, UAE 2 COMSATS Institute

More information

TRANSPORTATION functions are an indispensable basis. Advanced Traveler Information System for Hyderabad City

TRANSPORTATION functions are an indispensable basis. Advanced Traveler Information System for Hyderabad City 26 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, VOL. 6, NO. 1, MARCH 2005 Advanced Traveler Information System for Hyderabad City Praveen Kumar, Varun Singh, Student Member, IEEE, and Dhanunjaya

More information

SPATIAL ANALYSIS IN GEOGRAPHICAL INFORMATION SYSTEMS. A DATA MODEL ORffiNTED APPROACH

SPATIAL ANALYSIS IN GEOGRAPHICAL INFORMATION SYSTEMS. A DATA MODEL ORffiNTED APPROACH POSTER SESSIONS 247 SPATIAL ANALYSIS IN GEOGRAPHICAL INFORMATION SYSTEMS. A DATA MODEL ORffiNTED APPROACH Kirsi Artimo Helsinki University of Technology Department of Surveying Otakaari 1.02150 Espoo,

More information

DEPARTMENT OF TRANSPORT CYCLING STRATEGY 29 February 2008

DEPARTMENT OF TRANSPORT CYCLING STRATEGY 29 February 2008 DEPARTMENT OF TRANSPORT CYCLING STRATEGY 29 February 2008 INTRODUCTION The Department of Transport s Business Plan for the 2007/08 financial year stated the following: Government Aim: Quality Environment

More information

Contents. Introduction... Shorthand... Tappable Items... Arrows... The Basics: Finding and Navigating to a Destination

Contents. Introduction... Shorthand... Tappable Items... Arrows... The Basics: Finding and Navigating to a Destination Contents Introduction... Shorthand... Tappable Items... Arrows... The Basics: Finding and Navigating to a Destination Simple Search and Navigation... Part 1. Getting Started Touch Gestures... Using Touch

More information

A Proposed Service Broker Policy for Data Center Selection in Cloud Environment with Implementation

A Proposed Service Broker Policy for Data Center Selection in Cloud Environment with Implementation A Service Broker Policy for Data Center Selection in Cloud Environment with Implementation Dhaval Limbani*, Bhavesh Oza** *(Department of Information Technology, S. S. Engineering College, Bhavnagar) **

More information

A23 CHEQUERS ROUNDABOUT, HORLEY: PREDESTRIAN AND CYCLING CROSSING IMPROVEMENTS

A23 CHEQUERS ROUNDABOUT, HORLEY: PREDESTRIAN AND CYCLING CROSSING IMPROVEMENTS s A23 CHEQUERS ROUNDABOUT, HORLEY: PREDESTRIAN AND CYCLING CROSSING IMPROVEMENTS SURREY COUNTY COUNCIL S LOCAL COMMITTEE FOR REIGATE AND BANSTEAD 12 JANUARY 2004 KEY ISSUE To consider the conclusions of

More information

Evaluation of Forest Road Network Planning According to Environmental Criteria

Evaluation of Forest Road Network Planning According to Environmental Criteria American-Eurasian J. Agric. & Environ. Sci., 9 (1): 91-97, 2010 ISSN 1818-6769 IDOSI Publications, 2010 Evaluation of Forest Road Network Planning According to Environmental Criteria Amir Hosian Firozan,

More information

ArcSDE Spatial Data Management Roles and Responsibilities

ArcSDE Spatial Data Management Roles and Responsibilities ArcSDE Spatial Data Management Roles and The following discussion outlines the major roles and responsibilities involved in deploying your spatial data and geographic information system (GIS) applications

More information

INTERACTIVE TRAINING SOFTWARE FOR OPTIMUM TRAVEL ROUTE ANALYSIS APPLICATIONS IN RAILWAY NETWORKS

INTERACTIVE TRAINING SOFTWARE FOR OPTIMUM TRAVEL ROUTE ANALYSIS APPLICATIONS IN RAILWAY NETWORKS 1. Uluslar arası Raylı Sistemler Mühendisliği Çalıştayı (IWRSE 12), 11-13 Ekim 2012, Karabük, Türkiye INTERACTIVE TRAINING SOFTWARE FOR OPTIMUM TRAVEL ROUTE ANALYSIS APPLICATIONS IN RAILWAY NETWORKS Abstract

More information

SkyEYE Tracking Feature List 1.1 Contents

SkyEYE Tracking Feature List 1.1 Contents 1 SkyEYE Tracking Feature List 1.1 Contents Real Time Tracking... 2 Vehicle Track History Mapping... 3 Automatic Electronic Trip Log Book... 3 Over speed Monitoring... 4 Customer Site Visit Monitoring...

More information

Implementation of traffic effect estimations. for intermodal dynamic routing services on VIELMOBIL - an. ITS-platform for the RheinMain region

Implementation of traffic effect estimations. for intermodal dynamic routing services on VIELMOBIL - an. ITS-platform for the RheinMain region Implementation of traffic effect estimations for intermodal dynamic routing services on VIELMOBIL - an ITS-platform for the RheinMain region Rüdiger BERNHARD, Enrico STEIGER, Stefan KRAMPE, Stefan KOLLARITS,

More information

Vehicle Scrutinizing using GPS & GSM Technologies Implemented with Ardunio controller

Vehicle Scrutinizing using GPS & GSM Technologies Implemented with Ardunio controller Vehicle Scrutinizing using GPS & GSM Technologies Implemented with Ardunio controller A.Kalaiarasi 1, Raviram.P 2, Prabakaran. P M 3, ShanthoshKumar.K 4, Dheeraj B P 5 Assistant Professor, Dept. of EEE,

More information

A Multipurpose Vehicle Tracking System Based on ARM CORTEX-M3 STM32, HMC5883L, MPU-6050, GSM and GPS

A Multipurpose Vehicle Tracking System Based on ARM CORTEX-M3 STM32, HMC5883L, MPU-6050, GSM and GPS Journal of Traffic and Logistics Engineering Vol. 4, No. 1, June 2016 A Multipurpose Vehicle Tracking System Based on ARM CORTEX-M3 STM32, HMC5883L, MPU-6050, GSM and GPS Muhammad Husnain Ul Abdeen, Umar

More information

Tracking System for GPS Devices and Mining of Spatial Data

Tracking System for GPS Devices and Mining of Spatial Data Tracking System for GPS Devices and Mining of Spatial Data AIDA ALISPAHIC, DZENANA DONKO Department for Computer Science and Informatics Faculty of Electrical Engineering, University of Sarajevo Zmaja

More information

Contents WEKA Microsoft SQL Database

Contents WEKA Microsoft SQL Database WEKA User Manual Contents WEKA Introduction 3 Background information. 3 Installation. 3 Where to get WEKA... 3 Downloading Information... 3 Opening the program.. 4 Chooser Menu. 4-6 Preprocessing... 6-7

More information

Data Visualization Techniques and Practices Introduction to GIS Technology

Data Visualization Techniques and Practices Introduction to GIS Technology Data Visualization Techniques and Practices Introduction to GIS Technology Michael Greene Advanced Analytics & Modeling, Deloitte Consulting LLP March 16 th, 2010 Antitrust Notice The Casualty Actuarial

More information

Revised October, 2010. DOH 530-129 October 2010 Revised State Air Medical Plan Page 1

Revised October, 2010. DOH 530-129 October 2010 Revised State Air Medical Plan Page 1 STATE OF WASHINGTON EMS AND TRAUMA CARE SYSTEM AIR MEDICAL SERVICE PLAN Revised October, 2010 DOH 530-129 October 2010 Revised State Air Medical Plan Page 1 Overview The State of Washington regulates air

More information

GEOGRAPHIC INFORMATION SYSTEMS CERTIFICATION

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

More information

HydroDesktop Overview

HydroDesktop Overview HydroDesktop Overview 1. Initial Objectives HydroDesktop (formerly referred to as HIS Desktop) is a new component of the HIS project intended to address the problem of how to obtain, organize and manage

More information

Assessing the implementation of Rawalpindi s Guided Development Plan through GIS and Remote Sensing Muhammad Adeel

Assessing the implementation of Rawalpindi s Guided Development Plan through GIS and Remote Sensing Muhammad Adeel Assessing the implementation of Rawalpindi s Guided Development Plan through GIS and Remote Sensing Muhammad Adeel (Lecturer Muhammad Adeel, Institute of Geographical Information Systems, NUST, H-12 Islamabad,

More information