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TRANSFORMING OUR WORLD . . . . . . WITH GEOSPATIAL INFRASTRUCTURE Geospatial World Forum

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Page 1: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

TRANSFORMING OUR WORLD . . .

. . . WITH GEOSPATIAL INFRASTRUCTURE

Geospatial World Forum

Page 2: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Purpose Helping You Succeed

Page 3: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Nature Conservation

Water Resources

Pollution

Environment

Natural Resources

Economic Development

Social Conflicts

Transparent

Government

Business

Infrastructure

Urbanization

& Development

National Security

Natural

Disasters

Agriculture

Science & Technology

Energy

Climate Change

You and Your Work

Addressing All Our World’s Challenges

Page 4: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Environmental Modeling and Assessment

Air Quality Modeling

Invasive Pest Risk

New Disease Risk

Ground Water Modeling

Watershed Management

Water Quality Risk

Air Pollution Monitoring

Threatened Species Protection

Glacier Change

Pollution Impacts to Whales

Nearshore Ecological Marine Units

Impacts of Ocean Currents

Habitat Corridor Analysis

Red Drum Hypoxia Risk Analysis

Page 5: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Managing and Analyzing Land Information

3D Appraisals

CAMA Data Collection

Parcel Mapping

Parcel Land Use

Year of Construction Citizen Property Explorer

Tax Productivity

Comparable Parcel Assessment

Parcel Citizen Viewer

Assessed Valuation

Property Prices

Parcel Registration

Property Characterization

Page 6: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Demographic Statistics and Public Health

Homelessness Dashboard

Health Facilities

Population Growth

Opioids High-Risk Schools

Narcan Counts

Flu Epidemic

Cardiac Incidents

Election Operations

Kenya Presidential Elections

Uninsured

Ebola Response Access To Health Care

Esri Indonesia Indonesia

Page 7: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Smart City Development

Urban Redevelopment

Urban Planning

Land Use Planning

Geodesign

3D Growth Capacity

3D City Model

Proposed Building Height Limits

Housing Permits

Conservation Planning

New Town Master Plan

Page 8: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Cartography and Charting

Storms of a Century

US Liberty Mutual

DNA Mapping

London DNA Compass

Global Foundation Geospatial Management (FGM)

NGA

Wall Planning Chart

AED

Hiking Map

Switzerland swisstopo

Cartographic Map

South Sudan United Nations

City Map

Spain

Land Cover

British Columbia Audubon

Green Infrastructure

Virginia Albemarle County

Nautical Charts and

Navigation Safety

Topographic Mapping

Page 9: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Open Data, Portals, and Citizen Engagement

Citizen Problem Reporting

Adopt-A-Storm Drain

Zoning Comment

Flood Reporting with Social Media (Tweets)

311 Reporter

Wildlife Trafficking

One Stop Citizen Hub

Smart Device Integration

Mexico

Palestine

UNSD SDG Hub

Community Data Collaborative

New Mexico

Disease Surveillance

New York

Page 10: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Helping Organizations Do Their Work Better

Delivering Business Value Everywhere

GIS Mapping and Geospatial Infrastructure

Have Never Been So Important

Page 11: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

?

VISION

Page 12: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

In a Complex . . .

Human

Resources Oceans

Energy Networks

Technology Agriculture

Cities

Buildings

Communications

Land Uses

Transportation Population

Nature

Climate

Plants Animals

Water

Ecosystems

Atmosphere

Constantly Changing . . .

. . . and Interconnected World

WE LIVE

Page 13: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Creating Many Challenges

The Pace of Change Is Accelerating

Drought

Mass Migration

Loss of Biodiversity

Ocean Acidification

Deforestation

Population

Climate Change

Pollution

Food

Water

Political Polarization

Urbanization

Energy

Evidence

We Need More Understanding

. . . Collaboration and

. . . Action

Social Conflict

Page 14: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Design with

Nature

Create Sustainable

Development

Make Cities

Smarter

Integrate

Environmental

Thinking

Engage

Citizens

Improve

Productivity

and Efficiency

Leverage Our Best Technology,

Geographic Science, and Holistic Design Thinking

Protect

Biodiversity

Keep Moving, Learning, and Understanding . . .

What Should We Do Next? Apply the Power of Digital Geography

Transform Land Management

Page 15: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Leveraging the Power of Geography . . .

to Better Manage Our World

A Framework

and Process

Action

Decision-

Making

Analysis &

Modeling

Planning &

Design

Visualization &

Mapping

Data Management

& Integration

Shared

Geospatial

Infrastructure

Page 16: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

What Is Geospatial Infrastructure?

. . . and Solving

Problems Holistically

Integration

Leveraging Location . . .

. . . and Technology

Foundational . . .

. . . Directly Usable

and Services-Based

Content

Geographic Sciences . . .

. . . and Visualization

Mapping &

Analytics

A Platform for Sharing . . .

. . . and Collaboration

. . . GIS at Scale

Understanding

Page 17: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Web

GIS

GIS Is Advancing Rapidly Integrating and Leveraging Many Innovations

Easier, Open,

and Accessible

Data

Computing GIS Innovation

. . . Enabling a new pattern of GIS

Page 18: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Teams

Distributed

Engaging

Everyone

Individuals

Departments

Organizations

Communities

Sharing and

Collaboration

. . . and

Interconnected

Web GIS Is a Platform Helping Everyone Do Their Work Better

Leveraging

Web Services

Open. Scalable

. . . and Interoperable

Page 19: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Web GIS Supports Multiple Implementation Patterns Integrating Cloud and On-Premises Systems

Projects Systems System of Systems (Geospatial Infrastructure)

Portal

Page 20: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Creating

a Common Language

Imagery

Lidar

3D Vector

Tabular

Real-Time

(IoT)

Big Data Unstructured

Web GIS Abstracts and Integrates

All Types of Data

BIM

Web Services-Based

Distributed

Portal

Page 21: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Dashboards

Story Maps

Geodesign Viewer Apps Analytic Apps

Field Apps

Across Organizations and Beyond

Desktop Pro App

Web Services-Based

Web Apps Extend the Reach of GIS to Everyone

Portal

Page 22: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Flood Prediction

Helping Us Understand, Predict, and Make Decisions . . .

. . . at Many Scales

Sea Surface

Temperature

Human

Footprint

Ecological

Land Units

Web GIS Integrates Earth Observations with GIS and AI

Providing Real-Time Global Intelligence

Page 23: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Creating Massive Transformation

Using the Power of Location to Integrate Everything

Web GIS Is Driving Digital Transformation Interconnected Information, Processes, and Workflows . . .

. . . All Happening at the Same Time

Geospatial

Portal

Simultaneous

Integrated Operations

Collaboration

Page 24: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

UN - Creating a Federated System of Open SDG Hubs Sharing and Collaborating

A Global SDG Hub …

UN SDG Hub Network

Central Statistics Office &

Ordnance Survey Ireland

Ireland

Philippine Statistics

Authority

Philippines

Instituto Nacional de

Estadística y Geografía

(INEGI)

Mexico

Palestine Central Bureau

of Statistics

Palestine

UAE

Federal Competitiveness &

Statistics Authority

National SDG Hubs

Enabling a

Sustainable World

Page 25: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Countries Own Their Own System – Using & Sharing SDG Data . . Are Already Determining Mexico’s Development Progress

Page 26: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Web GIS Technology Is Transforming Our Field

Many Innovations

Geospatial Cloud Platform

Open Shared Content

Ready to Use Solutions and Apps

Advanced Analytics & Visualization

Integrated Imagery & Real Time / IoT

Open and Interoperable Systems

Page 27: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Geo-Enabled

Systems

Mapping &

Location

Developers

Expands the Reach of the Geospatial Community

GIS

The Geospatial Cloud Platform

Geospatial

Services as

SaaS

Page 28: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Soils

Vegetation Traffic

Landsat

Land Cover

Population

Elevation

Demographics

Boundaries

Floodplains Hazards

Protected Areas

OSM

Topo Maps

Geology

Oceans

Roads

Weather

NAIP

DigitalGlobe

POIs

Agriculture Addressing

Stream Forecasts

Railroads

Distribution

Wildfires

Historical

Maps

Lifestyle

Water

Planes

Climate

Rainfall

Stream

Gauges

Earthquakes Ecology

Sea Temperature

Species

Sentinel

MODIS Biology

Basemaps

Scientific

Landscape

Imagery

Millions of Maps Data Sets and Layers

Shared by GIS Users

Open Shared Content

Free and Commercial

Thousands of Authoritative Sources

Ready to Use

Page 29: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Dynamic Clustering

Smart 3D

Fast Performance WebGL

Graduated Symbols

Smart Heat Map

Time

Firefly Style

Size & Color

Thematic

Relationship Map (Multivariant)

Vector Feature Tiles

Smart Mapping | Enabling Everyone to Make Amazing Maps

Page 30: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

3D Visualization and Analytics

3D Measurement

Shadow Analysis

Scenarios

and Dashboards

Line of Sight

Viewshed Analyses

3D Parcels

BIM Integration

Dynamic Modeling

and Reporting of Space

Page 31: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Workforce Navigator

Collector

Survey123

Explorer

Real-Time

Dashboard

Field Apps | Empowering Mobile Workers

Smart

Forms Digital Map Book

Connected and

Disconnected

Tracker

G

• Collecting Data

• Coordinating Work

• Navigation

• Mapping & Markup

• Tracking

Page 32: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Real-Time Analytics | Integrating Sensor Networks and the IoT

Supporting High-Velocity Data Streams

Tracking, Monitoring, and Alerting

Situational

Awareness

Analytics Alerting

Supporting Real-Time Applications

VIDEO

Real-Time Data

Big Data

Page 33: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Integrated Imagery Management and Exploitation

Integrated and Massively Scalable

Classification

Change Analysis Indexes

Integrating with

AI / Deep Learning

Raster Processing

Functions

Analysis

Drone2Map

Drone Mapping

Map Production

DTM

Generation

Seamless

Orthophotos

Ortho Mapping

Stereo

Temporal Profile

Charting

Visualization &

Exploration

Full-Motion Video

Image Space and

Mensuration

Street Views

Oriented

Imagery

Page 34: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Big Data

Computation

Models as a Service

Big Data

Comprehensive Spatial Analysis | Enabling Geospatial Data Science

Hosted Python

Notebooks

Charting

Improved VRP

and Allocation

Corridor

Analysis

Hydrologic Tools

Contour

Polygons

If-Then-Else

Logical Tools

Network Analysis

Raster Analysis

Flood Modeling

Data Clock

Uncertainty

Data Understanding

Relationships

Big Datasets

(230 Billion)

Spatial Statistics Space-Time Cubes

Outlier

Analysis

4D Hot Spots Space-Time

Pattern Mining

Batch

Geoprocessing

ModelBuilder

Thousands of Geoprocessing

and Modeling Tools

Page 35: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Feature

Extraction Accident

Prediction

Feature Identification

AI

Property Condition

Survey

• CNTK

• TensorFlow

• scikit-learn

• Microsoft

• IBM Watson

• Amazon

Integrated ML and AI

Empirical Bayesian Kriging

Regression Prediction

Training Data

Preparation

GIS

Density-Based Clustering

Forest-Based Classification

and Regression

Machine Learning

Geoprocessing Tools

Python

Integration

Artificial Intelligence & Machine Learning

Page 36: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

Open Platform - Enabling Easy Integration

Successfully Integrated Into Thousands of Systems

App Templates

700+ GitHub Projects

(LERC, Esri Leaflet)

Open Formats

Open

Standards

Community

APIs Open

Source

REST APIs

SDKs

Python API

FGDB API

ISO OGC

W3C

IHO

Security

Accessibility

Open

Data TLS

Extensible

Open

Science CNTK

pandas

R

scikit-learn

Python

Interoperable

I3S

LERC

Page 37: Geospatial World Forum · Raster Analysis Flood Modeling Data Clock Uncertainty Data Understanding Relationships Big Datasets (230 Billion) Spatial Statistics Space-Time Cubes Outlier

We Need to Transform Our Understanding of the World . . .

And How We Carry Out Our Responsibilities

Geospatial Technology Provides the Best Platform . . .

To Rapidly Scale This Work

Our Collective Success Applying GIS . . . Will Help Create and Inspire . . .

. . . What’s Next

… a Better World

We Are Exponentially Changing Our World . . .

Creating Many Problems . . .

Threatening Our Life Support Systems