NCFMTC -Modeling Your Campus Basic GIS Modeling: Improving...

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NCFMTCNCFMTC-- Modeling Your CampusModeling Your Campus

Basic GIS Modeling: Improving CampusBasic GIS Modeling: Improving Campus

Maintenance, Management, and PlanningMaintenance, Management, and Planning

August 8August 8thth, 2007, 2007

Matt Davis

[email protected]

22

AbstractAbstract

• Basic GIS Modeling: Improving Campus Maintenance,

Management, and Planning

• Matt Davis

Regional Manager

ESRI Boston

• Data models, workflow and geoprocessing models, 3D and time

series models are all basic GIS building blocks. When combined

these capabilities add new dimensions to how decisions are being

made in day to day operations as well as planning for the future. This

presentation will explore some of the many uses and benefits that can

be realized by providing broad access to basic GIS capabilities in a

campus environment.

33

TopicsTopics

•• What is GISWhat is GIS

•• How is GIS being usedHow is GIS being used

•• GIS modelsGIS models

–– Data modelsData models

–– 3D models3D models

–– Geoprocessing modelsGeoprocessing models

–– Integration of TimeIntegration of Time

–– Making them work togetherMaking them work together

•• ESRIESRI’’ss visionvision

•• Q&AQ&A

44

What is GIS?What is GIS?Geographic Information SystemGeographic Information System

•• An information system based on geographic locationAn information system based on geographic location

•• A complete system toA complete system to

–– Visualize results via maps and reports distributed in softcopy oVisualize results via maps and reports distributed in softcopy or r

hardcopy form hardcopy form

–– Perform spatial and relational queries and analysisPerform spatial and relational queries and analysis

–– Create, update, and maintain spatial dataCreate, update, and maintain spatial data

……an integrating technologyan integrating technology

……promotes sharing and coordinationpromotes sharing and coordination

55

GIS

Geographic Information SystemsGeographic Information Systems

Hardware

Information

Business

Rules and

Procedures

Software

People

……5 parts of a GIS5 parts of a GIS

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What is a Geographic Information System?What is a Geographic Information System?A GIS links spatial data (geography) with tabular data (attributA GIS links spatial data (geography) with tabular data (attribute data)e data)

……all data is mapped to a location on the earthall data is mapped to a location on the earth

FeaturesFeatures(on map)

AttributesAttributes(in table)

Managed

As

LayersLayers

GIS databaseGIS database(set of layers for a

geographic area)

77

VisualizationVisualization

Iteration & LearningIteration & Learning

MappingMapping

•• Thematic analysisThematic analysis

•• AuthoringAuthoring

•• 2D/3D viewers 2D/3D viewers

•• Visual interrogationVisual interrogation

•• Animation and Animation and

graphinggraphing

•• Spatial selectionSpatial selection

•• SymbolizationSymbolization

•• LabelingLabeling

•• PublishingPublishing

Visualization & CommunicationVisualization & Communication

ArcGIS DesktopArcGIS Desktop

88

How many people live within a

300 yd cordon of the road?

Site suitability Analysis

Complex Spatial AnalysisComplex Spatial Analysis

•• ProximityProximity

•• OverlayOverlay

•• NetworkNetwork

……all data is self awareall data is self aware……

Utility Line Trace

Optimized Routing

99

DimensionsDimensions

CadastralCadastral

NetworksNetworks

SurveysSurveys

AddressesAddresses

AnnotationAnnotation

VectorsVectors

3D 3D ObjectsObjects

TopologyTopology

CADCAD

ImagesImages

TerrainTerrain

AttributeAttribute

CartographyCartography

GeodataGeodata ManagementManagement

•• Organization and Organization and

management of spatial management of spatial

informationinformation

–– PersistencePersistence

–– AccessAccess

–– ReplicationReplication

–– VersioningVersioning

–– Check in/outCheck in/out

Geodatabase: ObjectGeodatabase: Object--relational relational

information model responsible for information model responsible for

managing all geographic data types and managing all geographic data types and

their associative rules and behaviors.their associative rules and behaviors.

1010

A GIS works with thematic layers of spatial data to model the A GIS works with thematic layers of spatial data to model the

natural and built environment providing a common picturenatural and built environment providing a common picture

TransportationTransportation

Roadways & PathsRoadways & Paths

RailwaysRailways

Bus RoutesBus Routes

WaterwaysWaterways

UtilitiesUtilitiesElectricElectric

GasGas

WaterWater

PhonePhone

SteamSteam

Boundary DataBoundary Data

TownTown

CampusCampus

Police PrecinctsPolice Precincts

Land ParcelsLand Parcels

BuildingsBuildings

……a framework for performing a framework for performing ““what ifwhat if”” scenariosscenarios

GIS Organizes & Integrates Data & WorkflowsGIS Organizes & Integrates Data & Workflows

1111

How is GIS Being Used inHow is GIS Being Used in

Facility/Campus ManagementFacility/Campus Management

•• GIS is being used for:GIS is being used for:

––PlanningPlanning

––Space ManagementSpace Management

––RealReal--estate/portfolio managementestate/portfolio management

––Asset managementAsset management

––Safety/SecuritySafety/Security

––Environmental healthEnvironmental health

––Transportation planningTransportation planning

––Emergency planning and responseEmergency planning and response

––Work order managementWork order management

––Way finding (routing across campus and thru buildings) Way finding (routing across campus and thru buildings)

–– IT infrastructure managementIT infrastructure management

……Just some of the business functionsJust some of the business functions

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Where is this happening?Where is this happening?Who Are the Early Adopters?Who Are the Early Adopters?

•• UniversitiesUniversities

•• Federal GovFederal Gov’’tt

––DoDDoD all servicesall services

––NASA, GSA, etcNASA, GSA, etc……

•• Large private companiesLarge private companies

•• State, County & large CityState, County & large City

•• AirportsAirports

……Organizations managing large campus environmentsOrganizations managing large campus environments

1313

GIS ModelsGIS Models

……GIS GIS ““AbstractsAbstracts”” GeographyGeography

1414

Data ModelsData Models

•• GIS data sets are more than database management GIS data sets are more than database management

system (DBMS) tablessystem (DBMS) tables

–– They incorporate advanced behavior and integrity like other They incorporate advanced behavior and integrity like other

information systems. information systems.

–– The schema, behavior, and integrity rules of geographic data setThe schema, behavior, and integrity rules of geographic data sets s

play a critical role in GIS.play a critical role in GIS.

……more closely represent real world objectsmore closely represent real world objects

1515

Data ModelingData ModelingBasics to get startedBasics to get started

•• GIS design involves GIS design involves

organizing geographic organizing geographic

information into data information into data

themes that can be themes that can be

integrated using integrated using

geographic location.geographic location.

•• Design begins by Design begins by

identifying the data themes identifying the data themes

to be used, then specifying to be used, then specifying

the contents and the contents and

representations of each representations of each

thematic layer.thematic layer.

……data modeling cycledata modeling cycle

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11 Steps to GIS database modeling11 Steps to GIS database modelingBasics to get startedBasics to get started

1.1. Identify the information products that you will create and Identify the information products that you will create and manage with your GISmanage with your GIS

2.2. Identify the key data themes based on your information Identify the key data themes based on your information requirementsrequirements

3.3. Specify the scale ranges and spatial representations of Specify the scale ranges and spatial representations of each data theme at each scaleeach data theme at each scale

4.4. Decompose each representation into one or more Decompose each representation into one or more geographic datasetsgeographic datasets

5.5. Define the tabular database structure and behavior for Define the tabular database structure and behavior for descriptive attributesdescriptive attributes

6.6. Define the spatial behavior and integrity rules for your Define the spatial behavior and integrity rules for your datasets datasets

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11 Steps to GIS database modeling11 Steps to GIS database modeling

cont.cont.

7.7. Propose a geodatabase design Propose a geodatabase design

8.8. Design editing workflows and map display properties Design editing workflows and map display properties

9.9. Assign responsibilities for building and maintaining each Assign responsibilities for building and maintaining each

data layer data layer

10.10.Build a working prototype and review and refine your Build a working prototype and review and refine your

design design

11.11.Document your geodatabase design Document your geodatabase design

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The GeodatabaseThe GeodatabaseContains DatasetsContains Datasets

•• Datasets represent integral collections of information with Datasets represent integral collections of information with a meaningful reala meaningful real--world interpretation.world interpretation.

•• Types of geographic dataset:Types of geographic dataset:–– TablesTables

–– Object classes, feature classes, relationship classesObject classes, feature classes, relationship classes

–– Feature datasetsFeature datasets

–– Networks, Topologies, Raster and Survey datasetsNetworks, Topologies, Raster and Survey datasets

•• Datasets have associated information to help manage Datasets have associated information to help manage integrity, behavior, and interpretationintegrity, behavior, and interpretation–– DomainsDomains

–– Relational integrityRelational integrity

–– TopologyTopology

–– MetadataMetadata

……the data model defines the schema of the Geodatabasethe data model defines the schema of the Geodatabase

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Validation RulesValidation Rules

•• Store attribute, connectivity, and relationship rules on Store attribute, connectivity, and relationship rules on

objects as part of the geodatabase.objects as part of the geodatabase.

•• Predefined, parameter drivenPredefined, parameter driven

–– Attribute range ruleAttribute range rule

–– Attribute set ruleAttribute set rule

–– Connectivity ruleConnectivity rule

•• Perform custom validation by writing code.Perform custom validation by writing code.

2020

DomainsDomains

•• Describe the legal values of a field type.Describe the legal values of a field type.

–– Used to ensure attribute integrityUsed to ensure attribute integrity

•• Can be shared among classesCan be shared among classes

•• Transfer with the geodatabaseTransfer with the geodatabase

•• Types of domains:Types of domains:

–– RangeRange

•• A tree can have a height between 0 and 300 feet.A tree can have a height between 0 and 300 feet.

•• A road can have between one and eight lanes.A road can have between one and eight lanes.

–– Coded value (e.g., a set)Coded value (e.g., a set)

•• A tree can be of type oak, redwood, or palm.A tree can be of type oak, redwood, or palm.

•• A road can be made of dirt, asphalt, or concrete.A road can be made of dirt, asphalt, or concrete.

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SubtypesSubtypes

•• Partition the objects in a class into like groups.Partition the objects in a class into like groups.

•• Defined by the value of a subtype field.Defined by the value of a subtype field.

–– Have the same attribute schemaHave the same attribute schema

–– Have the same behavior schemaHave the same behavior schema

–– Can have different default values and domains for each fieldCan have different default values and domains for each field

–– Can define topology rules between subtypesCan define topology rules between subtypes

Descriptions Codes

2222

TopologyTopology

•• A topology manages a set of simple feature classes that A topology manages a set of simple feature classes that

share geometry.share geometry.

•• Topology is used toTopology is used to

–– Integrate feature geometryIntegrate feature geometry

–– Validate featuresValidate features

–– Control editing toolsControl editing tools

–– Define relationships between featuresDefine relationships between features

–– Ensure the quality of your dataEnsure the quality of your data

Topology Error Topology Error

ExamplesExamples

No GapNo Gap

No OverlapNo Overlap

Dangling edge Dangling edge

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Geodatabase Data ModelsGeodatabase Data ModelsStandardized Templates for Many FieldsStandardized Templates for Many Fields

. . . Help Users Get Started. . . Help Users Get Started

. . . Provide . . . Provide Consistent StandardsConsistent Standards

•• AddressAddress

•• AgriculturalAgricultural

•• AtmosphericAtmospheric

•• Base MapBase Map

•• BiodiversityBiodiversity

•• CensusCensus--AdminAdmin

•• BoundariesBoundaries

•• DefenseDefense--IntelIntel

•• Energy UtilitiesEnergy Utilities

•• Environmental Environmental

•• ForestryForestry

•• GeologyGeology

•• GroundwaterGroundwater

•• HealthHealth

•• Historic Preservation Historic Preservation

& Archaeology& Archaeology

•• Homeland SecurityHomeland Security

•• HydroHydro

•• IHOIHO

•• Land ParcelsLand Parcels

•• Local GovernmentLocal Government

•• MarineMarine

•• National CadastreNational Cadastre

•• PetroleumPetroleum

•• PipelinePipeline

•• TelecommunicationsTelecommunications

•• TransportationTransportation

•• Water UtilitiesWater Utilities

ArcHydroArcHydro

Simple feature classHaul Contains Z values

Contains M values

Geometry Point

NoNo

Data typeField namePrec-ision Scale LengthDomainDefault value

Allownulls

OBJECTID Object ID

SHAPE Geometry Yes

HAULJOIN Long integer No 0

VESSELCODE Long integer No 0

CRUISE Long integer No 0

HAUL Long integer No 0

STATION_ID String No 7

SSTEMP Float No 0 0

BOTTOMTEMP Float No 0 0

EFFORT Float No 0 0

DataSourceID String Yes 50

TableDataSource


Allownulls

OBJECTID Object ID

DESC_ String Yes 35

SOURCE String Yes 35

CONTACT String Yes 20

PREC String Yes 20

CREATE_DATE Long integer Yes 0

LAST_UPDATED Long integer Yes 0

DataSourceID String Yes 50

TableFishCatch


Allownulls

OBJECTID Object ID

HAULJOIN Long integer No 0

SPECIESCODE Long integer No 0

LATINNAME String No 28

COMMONNAME String No 21

WEIGHTCPUE Double No 0 0

NUMBERCPUE Double No 0 0

Relationship class

Name

Primary key

Foreign key

Type

Cardinality

Notification

Forward label

Backward label

No relationship rules defined.

DataSourceHasHaul

Origin table Destination feature class

Simple

One to many

None

Haul

DataSource

DataSource

DataSourceID

DataSourceID

HaulName

Relationship class

Name

Primary key

Foreign key

Type

Cardinality

Noti fication

Forward label

Backward label

No relationship rules defined.

HaulHasFishCatch

Origin feature class Destination table

Simple

One to many

None

FishCatch

Haul

Haul

HAULJOIN

HAULJOIN

FishCatchName

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Geodatabase Model for Building InteriorsGeodatabase Model for Building Interiors

Penobscot Bay MediaPenobscot Bay Media

2525

3D Models3D ModelsProviding new Providing new

perspectivesperspectives

•• A means to visualize A means to visualize ““realityreality””

•• Another dimension for Another dimension for

thematic mapping & reportingthematic mapping & reporting

•• Basis for 3D analysisBasis for 3D analysis

……a powerful way to visualize your campusa powerful way to visualize your campus

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City & Campus PlanningCity & Campus PlanningEconomic DevelopmentEconomic Development

Green Mountain Green Mountain GeographicsGeographics, Ltd., Ltd.

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City & Campus PlanningCity & Campus PlanningEconomic DevelopmentEconomic Development

Green Mountain Green Mountain GeographicsGeographics, Ltd., Ltd.

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Simple Campus VisualizationSimple Campus Visualization

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Class Room UseClass Room Use

3030

Hospital Visualization Hospital Visualization –– Patient Rooms by Patient Rooms by

DepartmentDepartment

3131

Developing a 3D ModelDeveloping a 3D ModelDemoDemo

•• Extruded VectorsExtruded Vectors

•• Draped VectorsDraped Vectors

•• ImageryImagery

•• ElevationElevation

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Geoprocessing ModelsGeoprocessing Models

•• Geoprocessing is a languageGeoprocessing is a language consisting of operators, or consisting of operators, or tools, that operate on the data (tables, feature classes, tools, that operate on the data (tables, feature classes, rastersrasters, , TINsTINs, and so on), and perform tasks that are , and so on), and perform tasks that are necessary for manipulating and analyzing geographic necessary for manipulating and analyzing geographic information across a wide range of disciplinesinformation across a wide range of disciplines

•• Geoprocessing models are how you automate your work.Geoprocessing models are how you automate your work.–– When you create a model, you are preserving a set of tasks, or aWhen you create a model, you are preserving a set of tasks, or aworkflow, that you can execute multiple times.workflow, that you can execute multiple times.

–– There are an infinite number of workflows you can automate usingThere are an infinite number of workflows you can automate usingmodels.models.

–– Models can range from very simple to as complex as you can Models can range from very simple to as complex as you can imagineimagine

–– Models are a way of documenting & sharing your knowledge about Models are a way of documenting & sharing your knowledge about a workflow with others a workflow with others

3333

A Simple and a Complex ModelA Simple and a Complex Model

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Geoprocessing DemonstrationGeoprocessing Demonstration

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•• ModelBuilderModelBuilder now supports loopingnow supports looping

•• UseUse……––ListsLists

––SeriesSeries

––Boolean conditionsBoolean conditions

––CountCount

––FeedbackFeedback

Iterative ModelingIterative Modeling

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Monitoring the built environmentMonitoring the built environment

……interpolated surface from field readingsinterpolated surface from field readings

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TT11

xx

yyTT

FilesFilesModelingModelingSimulationSimulation

MultidimensioMultidimensionn Data Sets Data Sets (NetCDF)(NetCDF)ViewView ControlControl

RoomRoom

StationaryStationary

MobileMobile

Real TimeReal Time

Sensor NetworkSensor Network

Integration of TimeIntegration of TimeNew Ways to Manage, Analyze, & Visualize GeographyNew Ways to Manage, Analyze, & Visualize Geography

•• Tools for ManipulationTools for Manipulation

–– QueryQuery

–– Change analysisChange analysis

–– Iterative processingIterative processing

–– VisualizationVisualization

•• AnimationAnimation

•• ChartingCharting

–– Tracking analysisTracking analysis

–– NetCDFNetCDF data supporteddata supported

•• Tools to Manage Historical Tools to Manage Historical StateState

. . . New Opportunities. . . New Opportunities

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Animation in All ApplicationsAnimation in All ApplicationsVisualizing Change Over Space & TimeVisualizing Change Over Space & Time

•• MapsMaps

•• GraphsGraphs

•• 3D Scenes3D Scenes

•• GlobesGlobes

Data Census ChangeData Census Change

. . . Communicating Patterns, Relationships, & Processes. . . Communicating Patterns, Relationships, & Processes

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Example: Office Vacancy AnimationExample: Office Vacancy Animation

4040

Making Them Work TogetherMaking Them Work Together

More complex scenarios can be modeled by combining More complex scenarios can be modeled by combining

basic capabilities from each area discussedbasic capabilities from each area discussed

–– Data ModelsData Models

•• Representation and BehaviorRepresentation and Behavior

–– 2D & 3D Visualization2D & 3D Visualization

–– GeoprocessingGeoprocessing

–– TimeTime

……The whole is more than the sum of the partsThe whole is more than the sum of the parts

4141

Campus Room LocatorCampus Room Locator

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Planning & Analysis Planning & Analysis -- ParkingParking

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•• Compact 2D display of Compact 2D display of large amounts of large amounts of informationinformation

•• Abstract representation Abstract representation for the real featuresfor the real features

•• Features scaled to Features scaled to represent any quantityrepresent any quantity

•• All ESRI GIS tools All ESRI GIS tools applicableapplicable

•• Modeled in ArcGIS Modeled in ArcGIS ArcMapArcMap

Optimization VisualizationOptimization Visualization

Spatial Subdivision DiagramSpatial Subdivision Diagram

5050

Current Space Allocation

• Organizations Split Across Floors

• Inefficient Use of Space

5151

Early Random/Greedy

Solution

• Good Intra-Organizational Synergy

• Efficient Use Of Space

5454

Emergency Preparedness and Response Emergency Preparedness and Response

planningplanning

5555

ESRIESRI’’ss VisionVision

5656

ActionAction

DecisionDecision

MakingMaking

ModelingModeling

AnalyzeAnalyze

MeasureMeasure

Guiding Human Guiding Human

ActivitiesActivities

PlanningPlanning

. . . Connects Disciplines, Departments, Organizations. . . Connects Disciplines, Departments, Organizations

Our Customers Use GIS as a Framework Our Customers Use GIS as a Framework

for Managing Their Businessfor Managing Their Business

5757

GIS is Providing a New Medium For GIS is Providing a New Medium For

UnderstandingUnderstandingModeling the Physical and Cultural Knowledge of our WorldModeling the Physical and Cultural Knowledge of our World

Breaking Down the Earth into Components and Systems . . .Breaking Down the Earth into Components and Systems . . .

. . . Creating Order and Meaning. . . Creating Order and Meaning. . . Defining Interconnections and Interdependence. . . Defining Interconnections and Interdependence

. . . Providing a Broad Understanding of Natural and Human Ecolo. . . Providing a Broad Understanding of Natural and Human Ecologygy

ProvidingProviding

•• Systematic KnowledgeSystematic Knowledge

•• An Integrative FrameworkAn Integrative Framework

•• Analytic MethodsAnalytic Methods

•• Intuitive VisualizationIntuitive Visualization

5858

GIS Is GIS Is Influencing How We See and Do ThingsInfluencing How We See and Do ThingsBuilding a Common UnderstandingBuilding a Common Understanding

. . . Changing How We Communicate. . . Changing How We Communicate

Providing MoreProviding More

•• ScienceScience

•• Accuracy/DetailAccuracy/Detail

•• RealismRealism

•• Logic & AnalysisLogic & Analysis

•• ImmediacyImmediacy

Creating a Sense of Creating a Sense of

Engagement Engagement

5959

GIS Should Work as a GIS Should Work as a Complete SystemComplete SystemA New Way to Manage and Disseminate Geographic KnowledgeA New Way to Manage and Disseminate Geographic Knowledge

Author/Serve/UseAuthor/Serve/Use

•• MapsMaps

•• DataData

•• ModelsModels

•• GlobesGlobes

•• MetadataMetadata

Making GIS Knowledge Available To Anyone Making GIS Knowledge Available To Anyone . . .. . .

. . . Integrates With Other Systems Via Standards. . . Integrates With Other Systems Via Standards

UseUse

ServeServe

AuthorAuthor

Web MapWeb Map

ViewerViewer

DesktopDesktop ExplorerExplorer

ArcGIS ServerArcGIS Server

MobileMobile EnterpriseEnterprise

Service BusService Bus

OpenOpen

APIsAPIs

DesktopDesktop

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GIS is the Perfect Platform forGIS is the Perfect Platform for IntegrationIntegration

To To Author, Serve, and Use Geographic KnowledgeAuthor, Serve, and Use Geographic Knowledge

. . . And Making It All Accessible. . . And Making It All Accessible

Managing Complexity . . .Managing Complexity . . .

GIS

AuthorAuthor

ServeServe

UseUse

6161

ManagingManaging Governments, Businesses, & CampusesGovernments, Businesses, & Campuses

. . .Increasing Efficiency And Collaboration. . .Increasing Efficiency And Collaboration

6262

Visualizing & Reporting Space UtilizationVisualizing & Reporting Space UtilizationNASA LaRCNASA LaRC

Inside Buildings

Across Facilities/

Real Property Portfolios

6363

Managing IT InfrastructuresManaging IT Infrastructures

6464

WebWeb--based Facility Management Reportingbased Facility Management Reporting

US Navy Atlantic Fleet

Shore Installation

Management Systems

6565

Bed Capacity ManagementBed Capacity Management

Community Memorial HospitalCommunity Memorial Hospital

6666

•• Tracking Server Tracking Server

•• Legacy SystemsLegacy Systems

•• Business SystemsBusiness Systems

•• Geospatial Analysis & Geospatial Analysis &

Map PublishingMap Publishing

–– ArcGIS ServerArcGIS Server

Building an ESRI Common Operating PictureBuilding an ESRI Common Operating PictureEmployee LocatorEmployee Locator

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Where To Go From Here?Where To Go From Here?Session to Attend to Learn More:Session to Attend to Learn More:

• W2A - Jim Nelson - Building a Campus Model from Scratch

• W4A – Mike Parkin – Inside Out: Performing GIS Analysis on

interior spaces

•• W4C W4C –– Katherine OKatherine O’’Brien Brien –– A CampusA Campus--Wide Geodatabase: bricks Wide Geodatabase: bricks

and Mortar of a University's GISand Mortar of a University's GIS

•• TG1 TG1 –– Panel moderated by Jeannie Rice Panel moderated by Jeannie Rice –– Implementing GIS: How Implementing GIS: How

Do I Know If I Was Successful?Do I Know If I Was Successful?

•• T2A T2A –– Paul Cote Paul Cote –– Integrating BIM and GIS: The Road AheadIntegrating BIM and GIS: The Road Ahead

•• T4B T4B –– Stuart Rich Stuart Rich –– Developing a GIS Data Model Standard for Developing a GIS Data Model Standard for

Interior SpacesInterior Spaces

•• F2A F2A –– Gary Smith Gary Smith –– Using Using SketchUpSketchUp and ArcGIS to Map and and ArcGIS to Map and

Manage BuildingsManage Buildings

•• F3A F3A –– Birds of a Feather Session Birds of a Feather Session -- Assessment and Assessment and

Implementation Planning for GIS SystemsImplementation Planning for GIS Systems

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ESRI Training and EducationESRI Training and EducationHelping You to LearnHelping You to Learn

•• InstructorInstructor--led Trainingled Training

•• ESRI Virtual CampusESRI Virtual Campus

–– Online selfOnline self--paced learningpaced learning

–– Virtual classroomVirtual classroom

–– Live training seminarsLive training seminars

•• Learning PathwaysLearning Pathways

•• Instructional Series PodcastsInstructional Series Podcasts

•• Training and Education Web SiteTraining and Education Web Site

http://training.esri.comhttp://training.esri.com

NEW

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History of GISHistory of GISat Harvardat Harvard

Real WorldReal World

Case StudiesCase Studies

ESRI PressESRI PressLeader in Quality GIS Educational MaterialsLeader in Quality GIS Educational Materials

WorkbooksWorkbooks

•• 68 Titles in print68 Titles in print

•• Worldwide distributionWorldwide distribution

Teacher ResourcesTeacher Resources

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Our World Needs Better ManagementOur World Needs Better Management

Questions?Questions?

Thank YouThank You

Please Come See Us at Our Please Come See Us at Our

BoothBooth

. . . More Rational Approach That Considers . . . More Rational Approach That Considers & Integrates All the Factors . . .& Integrates All the Factors . . .

. . . A Geographic Science Approach. . . A Geographic Science Approach

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