arcgis pro: what's new and road ahead - esri...matt ballard esri - solution engineer arcgis...

$: ArcGIS Pro: What's New and Road Ahead - Esri...Matt Ballard Esri - Solution Engineer ArcGIS Pro: What’s New and the Road Ahead \爀屲\爀䔀猀爀椀䌀漀爀瀀漀爀愀琀攀$
Matt BallardEsri - Solution Engineer

ArcGIS Pro: What’s New and the Road Ahead

Presenter

Presentation Notes

Esri Corporate Template-Dark v3.4 16:9 version – January 29, 2017 For more templates, sample files, and icons, see https://compass.esri.com/resources/presentations/Pages/Main.aspx To add footer text in Windows On the Home tab, under Insert, click Text, and then click Header and Footer. Click the Slide tab, select the Footer check box, and then type the footer text that you want. Click either Apply or Apply to All. To add footer text on a Mac On the View menu, select Header and Footer. Select the Footer check box and then type the footer text that you want. Click either Apply or Apply to All. If footers don't appear on the slides If footers don't appear on title slides, in the Header and Footer dialog box make sure the Don't show on title slide check box is not selected. If the footers are missing from other slides, the placeholders for these items might have been removed from specific slide layouts or the slide master.

Agenda

• Introduction to ArcGIS Pro

• What’s new in ArcGIS Pro demonstrations

• What’s coming in ArcGIS Pro 2.4 and beyond

What is ArcGIS Pro

• 2D/3D Integration• 64-bit• Context sensitive• Ribbon framework• Connected to the Portal

Presenter

Presentation Notes

What’s New in ArcGIS Pro 2.3• Map Authoring

- Heatmap Renderer Enhancements

- Polygon Outline Color Ramps

- Clip to Shape

- Multiple Definition Expressions

• Multi Scale Mapping- Vector tile drawing improvements

- Dictionary symbology

• Scene Layers- Building Scene layer

- Mobile Scene Package

- Partial updates of edited scene layers

• Text- Arcade data access

- Dimensions

- Label abbreviation

- Contour Annotation Tool

- Annotation Map Notes

- Anno in Mobile Map Packages

• Layout / Arcpy.mp- Spellcheck in Layout

- Reference Grids

- Map Series GP tools (completed)

- Clip to Shape

- Legend Patch Shapes

- Map Series SDK

• Geodatabase- Contingent Attribute Values

- Attribute Rule Enhancements

- Branch Versioning Enhancements

• Map Exploration- Reports

- Measure Tool UX,

- Animate EAT

- Flicker

• Content Management- Open in ArcGIS Pro & "Start Pro without a template

- LocateXT tools

- Catalog view improvements

• Catalog- Catalog home tab upgrades- Project item contextual tabs- Table preview - Expanding favorites

• Sharing- Publishing to standalone ArcGIS Server with Python- Support WFS, WMS, WCS, and KML

- Create Scene Layer Package

• Editing- Dimensions - Association support- Ground to Grid - Split By Feature- Annotation - Follow Feature- Stereo Editing Improvements- Divide Polygon- Fillet- Midpoint Constructor - Streaming- Generalize

https://pro.arcgis.com/en/pro-app/get-started/whats-new-in-arcgis-pro.htm

What’s New in ArcGIS Pro 2.3 - Page 2• Raster

- Deep Learning for Image Classification

- Working in Cloud Stores

• Geoprocessing- Search enhancements

- New GP options

- ModelBuilder Diagram Improvements

- Scatter plot matrix

- Bubble plot

• Spatial Statistics- Generalized Linear Regression

- Geographically Weighted Regression

- Enhancements to RF

• Python- ArcPy Package (off cycle)

- Python Upgrade

- Python Backstage Enhancements

• Revit as a Datasource- Improve 3D/2D georeference experience

- Add additional Revit Geometry/attributes

• Geostatistical Analyst- 3D Interpolation Framework

- 3D Interpolation Tools

- Visualize 2D surface (slice)

• Network Analysis- Edit network dataset properties

- Web tools for NA

- NA Python API Enhancements

• 3D Analysis- Surface feedback in stereo

- Geoprocessing enhancements

• Motion Video- Export to PowerPoint- Record Live Video

- Show Features on Video

- Save Metadata as Features

- Edit Features on Video Window

• Geocoding- Build Next Generation Locators

• Data Reviewer- Rule Authoring (constraint)

- Workflow Manager integration

• Workflow Manager- Functional Equivalency

• Business Analyst- Custom Data

- Infographics

- Territory Design - constraints support

- New GP Tools

• Pipeline Referencing- Network Editing using REST Services

- Pipeline Referencing geoprocessing tools

- Conflict Prevention

• Topo Mapping- Layout Data Generalization

- Data Management Tools

• Maritime- S-101 Edition 4 Updates from IHO

- Improve S-101 Exporter Performance

https://pro.arcgis.com/en/pro-app/get-started/whats-new-in-arcgis-pro.htm

What’s new in ArcGIS Pro

ArcGIS

Classification

Clustering

Prediction

Deep Learning

ArcGIS Includes Machine Learning Tools

Presenter

Presentation Notes

Classification: Classify impervious surfaces to help effectively prepare for storm and flood events based on the latest high-resolution imagery Prediction: Predict impacts of climate change on local temperature using global climate model data

• Pixel & Object Based• Image Segmentation

• Maximum Likelihood

• Random Trees• Support Vector Machine

• Empirical Bayesian Kriging• Areal Interpolation

• EBK Regression Prediction

• Ordinary Least Squares Regression and Exploratory Regression

• Geographically Weighted Regression

Classification

PredictionClustering

• Spatially Constrained Multivariate Clustering

• Multivariate Clustering

• Density-based Clustering

• Hot Spot Analysis• Cluster and Outlier Analysis

• Space Time Pattern Mining

• Export Training Data for Deep Learning • Classify Pixels using Deep Learning

• Detect Objects using Deep Learning

• Non Maximum Suppression

Deep Learning

Machine Learning Tools in ArcGIS

Presenter

Presentation Notes

From Classification, to Clustering, to Prediction, ArcGIS has a series of tools that already use Machine Learning in their algorithms. Esri has actually had Machine Learning algorithms in its geoprocessing tools for many years. By necessity we’ve had these tools to solve geospatial problems – Tools that perform (tools in from slide) if you are already using these tools you are using machine learning in arcgis.

ArcGIS ProfessionalArcGIS User

collaborates with Data Scientist and uses the

Export Training Data for Deep Learning GP tool in

Pro or on the server

receives model definition packages and configures them for use in ArcGIS

may run inference and publish results

may leverage the ArcGIS API for Python and hosted

jupyter notebooks

uses training data to develop model

delivers deep learning model package

Data Scientist

runs Detect Objects Using Deep Learning GP tool in


runs Classify Pixels Using Deep Learning GP tool in


consumes model inference results if ArcGIS

Professional prepares them

zip

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feature / image services

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Machine Learning Workflow for ImageryDeep Learning in ArcGIS



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Data Scientist







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ArcGIS Professional

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Machine Learning Workflow for ImageryBuilding a Training Sample Dataset













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jupyter notebooks



Data Scientist

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Machine Learning Workflow for ImageryTraining the Model

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Data Scientist







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Machine Learning Workflow for ImageryPerforming and Enabling Analysis



ArcGIS Professional





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Data Scientist

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Machine Learning Workflow for ImageryFinding Answers








jupyter notebooks



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Machine Learning Workflow for ImageryDeep Learning in ArcGIS

Well Pad Detection Demonstration

What’s new in ArcGIS Pro

3D Lease Viewer

3D Empirical Bayesian Kriging

Exploratory Analysis

Drilling Constraints

3D Wellbore Planning

Automated Well Stick Creation

Well Development Planning

3D Analysis and Visualization

Exprodat Unconventionals Analyst

GeoAnalytics on the Desktop

New Charting Tools

Heat Map Symbology in ArcGIS Pro

Map Exploration

Map Flicker

Well Pad Detection

Detected Well Pads

*Subject to change

What’s coming next

• Animated Symbols• Materials• Multipatch editing in stereo• Heat chart• ModelBuilder to Python• Geoprocessing scheduler• Layer blend modes• Presentations• GPS support• Dynamic feature clustering• Voxel layer sharing• Python notebooks• New Extensions

Near-term Mid-termImprovements

• Parcel Management• Offset printing• Parallel desktop processing using

Spark• Dynamic Feature binning• Projects in the Enterprise• Raster Pixel Editor• Tie Point Manager• Geoprocessing leveraging spatial

databases• Voxel layer• Materials (point symbols)• Animated Water Symbol• Create New Network Dataset

• Terrain Editing• 3D Mesh as ground• High Fidelity rendering

Presenter

Presentation Notes

Parcel Management - The new generation parcel fabric will introduce 2D/3D editing capabilities and a simpler more efficient approach for parcel maintenance. The new generation of the parcel fabric can be edited from the entire ArcGIS Platform and maintained using the new improved editing functionality of ArcGIS Pro. Offset printing - Color management, spot color support, and support for overprints and knockouts used in offset lithography and commercial printing processes. Parallel desktop geoprocessing using Spark - Spatial-temporal analysis tools that run across multiple cores on a single desktop machine, resulting in increased performance. Dynamic Feature Binning - Dynamic grouping of features as tessellating hexagons or squares in order to visualize areas with greater and lesser numbers of features when displaying data at varying scales. Projects in the Enterprise - Share and collaborate more effectively with others in your organization. Raster Pixel Editor - Tools enabling interactive DEM editing, thematic raster editing, and image redaction. Tie Point Manager - Tools to analyze coverage and examine the quality of auto generated tie points, with support for manually adding or removing tie points to improve adjustment quality in ortho mapping. Geoprocessing leveraging spatial databases - New options to run certain geoprocessing tools like Buffer, Spatial Join, Select, or Intersect as queries in databases that support these operations, which will result in improved performance. Voxel Layer - Explore large multidimensional space time voxel cubes for scientific applications. Materials (point symbols) - Support for materials and texture properties for point symbols to support reflectivity, roughness, and other renderer properties that will allow ArcGIS apps to assign realistic materials to objects in 3D scenes. Create New Network Dataset - Support the ability to create a new network dataset Mid-term (next two or three releases) Animated symbols - Symbols that dynamically change to show direction of movement, change in intensity, or fluctuations in value to support scientific temporal visualizations. Materials - Cross-platform support for materials and texture properties to support reflectivity, roughness, and other renderer properties that will allow ArcGIS apps to assign realistic materials to objects in 3D scenes. Multipatch editing in Stereo - Ability to modify multipatch vertices, edges, and faces in the 3D stereo editing environment. Heat Chart - A calendar grid that shows hotspots of data over time, using categories like day of the week or day of the month. ModelBuilder to Python - Interactive Python snippet generation as you build a model. Can be exported to Python script file (.py). Geoprocessing scheduler - Choose to run your tool immediately, or select a date and time in the future to run it, as well as recurrence. Layer blend modes - Control the appearance of layers by blending content using a variety of blending modes. Presentations - Create and share a collection of map and scene views along with titles, graphics, and descriptive text as presentations. GPS Support - Connect, collect data, and update positions directly from a GPS device. Dynamic Feature Clustering - Dynamic grouping of features as proportional symbols in order to visualize areas with greater and lesser numbers of features when displaying data at varying scales. Voxel layer sharing - Share Voxel Scene Layers across the platfrom for use in web, desktop and mobile apps. Python Notebooks - A new Python coding experience integrated into ArcGIS Pro, that allows you to create and run local or portal-based Python notebooks in an interactive interface. New Extensions Aviation: Charting Roads and Highways Long-term (in the plan but not assigned to a release at this point) Terrain Editing - Edit features participating in a terrain data set. Add, remove and replace data referenced by terrains. 3D Mesh as Ground - The ability to use integrated mesh or TIN information as a true triangulated ground surface that would be more precise than our raster surfaces and allow structures such as tunnels and mines. High Fidelity rendering - The ability to use material properties for smoothness, glossiness, roughness, and other characteristics to render realistic textures in 3D scenes.

ArcGIS Pro Resources

Training Classes Videos Learn.ArcGIS.com Blogs

Books GeoNet Help Developer Resources

Presenter

Presentation Notes

166 Training Items in the Esri Academy when you search for Pro More than 70,000 people signed up for the two offerings of the Cartogarphy MOOC.

https://www.esri.com/training/

https://www.youtube.com/watch?v=mNCxPRycso8&t=3s

http://learn.arcgis.com/en/projects/get-started-with-arcgis-pro/

https://www.esri.com/arcgis-blog/arcgis-pro/

https://esripress.esri.com/display/index.cfm?fuseaction=display&websiteID=370&moduleID=0

https://community.esri.com/

http://pro.arcgis.com/en/pro-app/help/main/welcome-to-the-arcgis-pro-app-help.htm

https://pro.arcgis.com/en/pro-app/sdk/

ArcGIS Pro: What’s new and the road ahead

Matt BallardSolution Engineer – Natural Resources [email protected](713) 205-3850

Thank you!Questions?

Presenter

Presentation Notes

At Esri – our focus is the Science of Where. For our clients – that translates into the analytics and tools to transform operations (working with our clients consultatively and strategically) by unlocking data’s full potential

arcgis pro: what's new and road ahead - esri...matt ballard esri - solution engineer arcgis...

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