getting the most out of living atlas: multispectral and

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Getting the Most out of Living Atlas: Multispectral and Multitemporal Imagery Robert Waterman and Peter Becker

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Page 1: Getting the Most out of Living Atlas: Multispectral and

Getting the Most out of Living Atlas:

Multispectral and Multitemporal ImageryRobert Waterman and Peter Becker

Page 2: Getting the Most out of Living Atlas: Multispectral and

ArcGIS Living Atlas of the World

Introduction

Page 3: Getting the Most out of Living Atlas: Multispectral and

ArcGIS Living Atlas of the WorldLiving Atlas is the foremost collection of geographic information from around the globe. It includes maps, apps, and data

layers to support your work.

Environment

Infrastructure

Boundaries

Imagery

BasemapsPeople

Trending

Content Categories

Page 4: Getting the Most out of Living Atlas: Multispectral and

ArcGIS Living Atlas of the WorldLiving Atlas is the foremost collection of geographic information from around the globe. It includes maps, apps, and data

layers to support your work.

Environment

Infrastructure

Boundaries

BasemapsPeople

Trending

Imagery

Content Categories

Page 5: Getting the Most out of Living Atlas: Multispectral and

Types of Living Atlas Imagery

• Basemap Imagery

- Imagery for Visual Interpretation and Context

- Powered by Tile and Map Services

- Optimized for scalability and performance, but limited in functionality

- E.g. World Imagery

• Multispectral Imagery

- Imagery for Visual Interpretation, Context, and Analysis

- Powered by Dynamic Image Services

- Designed for advanced functionality

- Access to individual spectral bands, pixel values, date attribution, and more

- E.g. Landsat 8 and Sentinel-2

Page 6: Getting the Most out of Living Atlas: Multispectral and

Dynamic Image Services

• Working with Large image collections

- Query

- Dynamic Mosaicking

- On-the-fly processing

- Access to data values

• Optional capabilities that can be enabled or disabled

- Catalog, Download, Uploads, Edit, Mensuration, Metadata, Pixels

• Based on Mosaic Datasets served through ArcGIS Image Server

Page 7: Getting the Most out of Living Atlas: Multispectral and

Accessing Living Atlas Imagery Dynamic Image Layers, Maps, and Apps

ArcGIS ProFull ArcGIS Functionality

ArcGIS Living Atlas Web SiteBrowse Layers, Maps, and Apps

ArcGIS Map ViewerWeb Map Experience

ArcGIS Web ApplicationsCustom Experience

Page 8: Getting the Most out of Living Atlas: Multispectral and

Robert Waterman

Imagery Access

Demo

Page 9: Getting the Most out of Living Atlas: Multispectral and

Living Atlas Services and Layers

Multispectral and Multitemporal Imagery Sources

Page 10: Getting the Most out of Living Atlas: Multispectral and

NAIP ImageryCONUS imagery for regional analysis

- Geographic Coverage: Continental United States

- Temporal Resolution: 2010 to 2017

- Spatial Resolution: 0.6m, 1m

- Spectral Resolution: 4 Bands

- Blue, Green, Red, NIR

- Revisit Time: Approximately 2 years

- Living Atlas Updates: Annual

- Volume of data: Approx. 200TB

- Number of images: 800,000

- Storage: AWS S3 PDS – Requestor Pays bucket

- Format: 4-band TIF and MRF, 3-band COG

Page 11: Getting the Most out of Living Atlas: Multispectral and

NAIP Visualization and Analysis Dynamic Image Service with Raster Functions applied On-The-Fly

- Available to all ArcGIS users with ArcGIS Online Subscription (no credits required)

- Custom Raster Functions can be defined and applied on this service

- Option to stand up a custom ArcGIS Image Server (Mosaic Dataset provided)

Natural Color

Color Infrared

2 Multispectral Band Combinations

NDVI Colorized

NDVI Raw

NDMI Raw

3 Standard Indices

Page 12: Getting the Most out of Living Atlas: Multispectral and

Robert Waterman

NAIP Image Filter and

Image Display

Page 13: Getting the Most out of Living Atlas: Multispectral and

Landsat 8 ImageryGlobal imagery for Earth Observation

- Geographic Coverage: Global (Including Arctic and Antarctic)

- Temporal Resolution: 2013 to Present

- Landsat GLS Imagery also Available (1975,1990,2000,2005,2010)

- Spatial Resolution: 15m PAN, 30m MS, 15m PS

- Spectral Resolution: 9 Bands

- CoastalAerosol

- Blue, Green, Red

- NIR, SWIR1, SWIR2, Cirrus

- Panchromatic

- Revisit Time: Approximately 16 days

- Living Atlas Updates: Daily

- Volume of data: Approx. 1PB

- Number of Scenes: 1.15 Million

- Storage: AWS S3 PDS – Public bucket

- Format: Tiled TIF

Page 14: Getting the Most out of Living Atlas: Multispectral and

Landsat 8 Visualization and AnalysisDynamic Image Services with Raster Functions applied On-The-Fly

- Service Available to all ArcGIS users

- Also includes Panchromatic band and Pansharpen function

- Custom Raster Functions can be defined and applied On-The-Fly

- All renderings include Top of Atmosphere/Apparent Reflectance

- Option to stand up a custom ArcGIS Image Server (Mosaic Dataset provided)

NDMI Colorized

NDVI Raw

NDVI Colorized

NBR Raw

4 Standard Indices

Natural Color

Agriculture

Bathymetric

Color Infrared

Geology

Short-wave Infrared

6 Band Combinations

Page 15: Getting the Most out of Living Atlas: Multispectral and

Robert Waterman

Landsat 8 Image Filter

and Image Display

Page 16: Getting the Most out of Living Atlas: Multispectral and

Sentinel-2 ImageryGlobal imagery for Earth Observation

- Geographic Coverage: 65.4°South to 72.1°North

- Temporal Resolution: Past 14 months (beta service)

- Complete archive available via custom image server

- Spatial Resolution: 10m, 20m, 60m

- Spectral Resolution: 13 bands

- Blue, Green, Red, NIR (10m)

- VRE1, VRE2, VRE3, NarrowNIR, SWIR1 (20m)

- 3 Vegetative Red-Edge bands for enhanced vegetative analysis

- CoastalAerosol, WaterVapour, SWIR-Cirrus (60m)

- Revisit Time: Approximately 5 days

- Living Atlas Updates: Daily

- Storage: AWS S3 PDS in Frankfurt – Requestor pays bucket

- Number of Images (Granules): 2.6Million

- Format: JP2000

Page 17: Getting the Most out of Living Atlas: Multispectral and

Sentinel-2 Visualization and Analysis Dynamic Image Service with Raster Functions applied On-The-Fly

- Available to all ArcGIS users with ArcGIS Online Subscription (no credits required)

- All renderings include Top of Atmosphere/Apparent Reflectance

- Custom Raster Functions can be defined and applied on this service

- Option to stand up a custom ArcGIS Image Server (Mosaic Dataset provided)

7 Standard Indices

Natural Color

Agriculture

Bathymetric

Color Infrared

Geology

Short-wave Infrared

6 Band Combinations

NDMI Colorized

NDVI Raw

NDVI Colorized

NDVI-VRE only Raw

NDVI with VRE Raw

Normalized Burn Ratio

Normalized Difference

Built-Up Index

Page 18: Getting the Most out of Living Atlas: Multispectral and

Robert Waterman

Sentinel-2 Image Filter

and Image Display

Page 19: Getting the Most out of Living Atlas: Multispectral and

Working with Multispectral

Image Services

Page 20: Getting the Most out of Living Atlas: Multispectral and

WebMaps

`

• Add Layers

• Set Properties

• Query

• Some analysis

• Save Webmap

• Used as the based of apps

Page 21: Getting the Most out of Living Atlas: Multispectral and

Imagery Configurable Apps

`

• Imagery View

- Visualize different layers

- Swipe

- Collect and edit feature

• Image Mask

- Create Mask on Index

- Change detection

• Image Visit

- Drive to different features

- Collect locations

Check out Block: Build custom apps for imagery using configurable app templateshttp://esriurl.com/BlogCustomImageryApps

Page 22: Getting the Most out of Living Atlas: Multispectral and

Sample Imagery Apps

http://www.esriurl.com/EOExplorer

http://www.esriurl.com/landsatonaws

Page 23: Getting the Most out of Living Atlas: Multispectral and

Performing Advanced Analytics

• ArcGIS Enterprise + ArcGIS Image Server

- Raster Tile Cache

- Imagery Hosting

- Dynamic Image Services

- Ortho Mapping

- Raster Analytics

Enterprise

GIS

Web GIS Layers

GIS Data & Imagery

New Web GIS Layers

GDBFiles Cloud Store

Desktop Web Device

Design & Run Models

distributed raster analytics cluster

Model Execution Distribution

distributed raster datastore

analysis results as a new Web GIS LayersArcGIS Pro

Developers &

System Integrators

Model Execution Distribution

Portal UX

Page 24: Getting the Most out of Living Atlas: Multispectral and

Road Ahead

• New and improved NDVI colormap for all Multispectral services

• Landsat 8

- Inclusion of thermal bands (10 and 11)

- Urban heat island applications

- Inclusion of Level-2 atmospherically corrected, analysis ready data

- Enable Spectral Library

• Sentinel-2

- Inclusion of Level-2 atmospherically corrected, analysis ready data

• NAIP

- 2018 update (availability delayed due to APFO office relocation and government furlow)

- Publication of NAIP Tile Service (in addition to existing Dynamic Image Service)

• Imagery as a Service

Subject to Change!

Page 25: Getting the Most out of Living Atlas: Multispectral and

Please Share Your Feedback in the App

Download the Esri

Events app and find

your event

Select the session

you attended

Scroll down to

“Survey”

Log in to access the

survey

Complete the survey

and select “Submit”