the science of where exploring the power of location in a ......exploring the power of location in a...

Exploring the Power of Location in a Modern Agriculture

Management System

Charlie MagruderEsri, Agriculture Lead

Why is . . . VISION

. . .So Important to Ag?

PollutionCompetition

CommoditiesWorkforce

Loss of Nature

ConsumptionBiodiversity

Climate Change

Political Polarization

Natural Disasters

RegulationEnergy

Water

Food

Migration

The Evidence Is Clear…

We Need Better Understanding……and More Collaboration

Is Increasingly ChallengedOUR WORLD

…and Action

Is Undergoing a MassiveDigital Transformation

OUR WORLD

A Fundamental Digital Language

For Understanding andManaging Our World

Transforming How We Think and Act . . .. . . Creating a More Sustainable Future

Data Management & Integration

Visualization & Mapping

Planning & Design

Decision Making

Action

Analysis & Modeling

A Frameworkand Process

Using the Power of Where to Integrate Everything

GIS Provides the PlatformFor Managing, Analyzing, and Applying Geographic Information

Integrating People, Processes, Things,

and Data About Them

GIS Is Advancing RapidlyIntegrating and Leveraging Many Innovations

Data

ComputingInfrastructure

Open APIs

GIS Innovation

Expanding the Power of GIS

Web GIS Is the Modern GIS Architecture

Leveraging Web Services

Sharing Knowledge

Helping Everyone Do Their Work Better Growing Exponentially

Individuals

Teams

Departments

Collaboration

Organizations

Improving Productivity and Efficiency

Vector

Tabular

Imagery

Big Data

3D

Lidar

Real-Time (IoT)

Web GIS Simplifies Working With All Types of Data Using Web Maps, Scenes, and Layers

Creating A Common Language

Apps Distributed

I oT

Integrating Real-Time InformationLeverages Dynamic Data About Everything

Built Environment Natural Environment

Apps Are Bringing the Power of GIS to EveryoneExtending the Reach of GIS

Dashboards

Story Maps

Social MediaViewer AppsDesign Apps

Business Apps

Field Apps

Across Organizations and Beyond

Smart Mapping and Exploratory Data AnalysisSimplifies the Use of Analytics and Creates Beautiful Maps

Web GIS Enables a Whole New Scale of GISInterconnecting Systems and Expanding Collaboration

Individuals

Teams

Departments

Organizations

System of Systems

GIS Now Providesthe Means . . .

. . . and for You to Apply The Science of Where

. . . everywhere

To Do Your Work Better. . .

ArcGIS Use Case In Agriculture

Many GIS Uses Across Multiple Disciplines

ArcGIS | Supports Multiple Implementation Patterns

Web Services Are Interconnecting Everything

Server

Desktop

Distributed

System of Systems

Enterprise/Online

Millions of Maps and Layers Shared by Users

Soils

VegetationTraffic

LandsatLand Cover

Population

ElevationDemographics

BoundariesFloodplainsHazards

Protected Areas

OSM

Topo Maps

Geology

Oceans

Roads

Weather

NAIP

DigitalGlobe

POIs

Agriculture Addressing

Stream Forecasts

Railroads

Distribution

Wildfires

HistoricalMaps

LifestyleWater

Planes

Climate

Rainfall

StreamGauges

EarthquakesEcology

Sea Temperature

Species

Sentinel

MODIS Biology

Basemaps

Scientific

Landscape

ArcGIS Content | A Fundamental Part of the Platform

The Foremost Collection of Global Geographic Information . . .. . . A Living Atlas for the Planet

Thousands of Ready-to-Use Maps and Datasets from Esri

Imagery

Data Stewardship

Data Management and Compilation | Advancing Data Models, Workflows, and Tools

AdvancedEditing

AnnotationEditing

3D Editing

Smart Conflation

Automatic ImageRegistration

Stereo & Feature Extraction

CAD Integration

CAD Toolbar

GeoreferencingDrawings

3D CAD/BIMAutodesk Integration

Improved Geocoding& Location Finding

USNG/MGRS

Performance

Aerial Photos

High-Resolution SatellitesSmall Sats

Supporting Advanced Processing, Analysis, and Management

ArcGIS | A Complete Imagery Platform

Desktopand Web

Pro Imagery Tab

Image Space

Full-Motion Video

Mensuration

Drone2Map

All Major Sensors

Dynamic Image Processing

Classification

Change Analysis

Powerful Analytics

NDVI

Dynamic Processing Performed Next to the Data

Enabling• Image Services

• Raster Analytics

MassiveImage Storage

ArcGISImage Server

ArcGIS | Provides Dynamic Image Services

Any Image Source

SST

NAIP

Landsat

Airbus Global Elevation

Sentinel-2

DigitalGlobeImagery+Analytics

Image Services

. . . Fully Integrated with the Platform

Change Analysis

Aggregation

Machine Learning Tools

Enhanced Cube Explorer

Vector Analysis In Space-Time Cubes

Space-Time Point Aggregation

Space-Time Pattern Mining

Join Features

Hot Spot Outliers

New Raster Functions

Improved Slope/Aspect

Raster and Lidar

LAS Classification

Geostatistical Wizard

Web-Based Analysis

ArcGIS API for Python

Areal Interpolation

Dynamic Aggregation

Optimized VRP Clustering

Model Builder

Optimum Site Selection

Improved RIntegration

Spatial Statistics

Science Integration

Other Enhancements

Parallel Processing

Models as a Service

Improved Processing

Spatial Analysis | Expanding and Improving Tools

Charting

Spatial / BI

GIS

New Charts

Linked and Responsive Charts and Maps

On-the-Fly Visual Models

Integrated Spatial and Tabular Analysis

• SQL Server• Oracle• SAP HANA• Teradata

DBMSs• Excel• CSV

Local

Insights | A New Experience for Spatial Analytics

For Analysts and Data Scientists

• Visual, Intuitive, Responsive

• Exploratory Data Analysis and Visualization

Coming Soon In ArcGIS Online

Big Data Spatial Analytics | Faster and Massively Scalable

Faster (10x+)

Power Outages(50+ Million)

Density

Imagery

Lidar: Bare Earth

Hot Spots

Riparian AreasSpace-Time Cube

Lidar: First Return

. . . Accessible from ArcGIS Pro and Python APILeveraging Distributed Computing and Parallel Processing

Image ServerLarge Imagery Collection

Imagery / Raster

Image ProcessingClassificationChange DetectionTopoSuitabilityDensityCorridorsDistanceProximitiesInterpolation

Features / Vectors

Space-Time AnalyticsHot SpotsDensityBufferSummarizeAggregationConstruct TracksFind SimilarSpatial Join

GeoAnalytics ServerLarge Observation Collections

GeoEventServer

Real-TimeData

Situational Awareness

Analytics Alerting

GeoAnalyticsServer

Real-Time Analytics | Integrating Sensor Networks and the IoT

Supporting Real-Time GIS Applications . . .

• High-Velocity Data Streams

• Monitoring and Alerting

Improvements • Scalability• Availability • Cloud IoT Connectors

. . . Successfully Integrated into Thousands of Systems

Open Standards and Formats

ProductIntegration

Open Software

AutoCAD

SAP HANAIBM Cognos

Adobe Creative Cloud

AWS

AzureMS Office

Oracle

SQL Server

TeradataNetezza

REST

OPeNDAP

WMS WCS

CSW

GML WFSKML

WMTS

WPS

SLD

GeoPackage

SOAP

IFC

LAS

WWW

ISONetCDF

SQL

JSON

WaterML

CityGML

OneGeology

LERC

Shapefiles

Web Scene (I3S)

INSPIRE

Extensible Architecture

Open-Source Contributions (500+)

Embeddable Components

Open APIs & SDKsOpen Data Access

Open-Source Integration

ArcGIS An Open, Interoperable, and Standards-Compliant Platform

SharePoint

Any System

Desktop

Enterprise

Online

Apps

APIs & SDKs

An Integrated SystemArcGIS Platform

— Leonardo da Vinci

Being willing is not enough . . .. . . we must do.

Knowing is not enough . . .. . . we must apply.

Exploring the Power of Location in a Modern Agriculture

Management System

Charlie MagruderEsri, Agriculture Leadcmagruder@esri.com

636.949.6620 ext. 18549@cmagruder