STATE-WIDE HIGH-DENSITY LIDAR IS NOW AVAILABLE GEIGER-MODE LIDAR AND THE MULTI-USE BENEFITS

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1 Place image here (13.33 x 3.5 ) STATE-WIDE HIGH-DENSITY LIDAR IS NOW AVAILABLE GEIGER-MODE LIDAR AND THE MULTI-USE BENEFITS SCOTT BENNETT Director of Strategic Growth - Geospatial Solutions scott.a.bennett@harris.com March 2, 2017

2 Harris Corporation Overview Communications Systems NYSE: HRS Space and Intelligence Systems Incl. Geospatial Solutions Constant Evolution Market leading franchises Commercial and International Harris Pro Forma Revenue FY2015: ~$8 Billion Government Stronger platform to innovate Top 10 defense contractor Global scale and international reach Culture of high performance Electronic Systems Overview Advanced, technology-based solutions for government and commercial customers ~22,000 employees: 9,000 scientists and engineers Customers & Offices in ~125 countries & 49 US States ~3700 active patents Critical Networks 120 Years of Adapting to Our Customers Needs

3 Harris Geospatial Solutions From sensors and software to actionable information, our solutions and products help you make informed decisions when and where they are needed. Custom Services Innovative Geiger-mode LiDAR sensor designed for wide-area and high density collections Off-the-shelf and custom solutions for advanced geospatial analysis Tools for hosting and managing distributed data processing in a high-performance computing environment An online marketplace that puts the best commercially available geospatial data and imagery at your fingers. ENVI Geospatial Marketplace IDL Value-added services (VAS) that give you actionable information. Jagwire Geiger-mode LiDAR

4 Harris Geospatial Solutions Commercial Imagery Providers Data Sources Product Generation Domain Knowledge Harris Proprietary and Unique Access (Geiger LiDAR, Global AIS) Automated Processing 40 million sq. mi. of imagery processed yearly Advancing One Object One Time capability Elevation Extraction to source pixel resolution Petabytes of sub-meter Elevation processing Product Generation Defense / Intel Federal - Civil / Local Govt and many more Geospatial Data & Value-Added Products (imagery, vector features, elevation, 3D models) Public and Open Source Access Over 30 commercial sources and growing >2 million data sets / mo to users worldwide Producing dynamic GEOINT content for twothirds of the world Advanced Analytics Enhanced SW Tools (ENVI, ENVI LiDAR, SARScape) for creating derivative works Analytics and Services Provide Actionable Information Products Repository / Delivery Improved currency through content-centric mgt. Data Management, Ingest (Jagwire, Active Catalog) E-Commerce, Online Geospatial Marketplace Hosted Archive / Retrieval Utilities, Energy Global Maritime Land Mgmt

5 Harris Geospatial Marketplace Over 45 Different Suppliers and Growing! Also offer secure hosting, data management, and enterprise search, view and download in private and public cloud Unique online interface allows users to zoom-in to an area of interest, determine data availability and preview prior to purchase. Data Store, Data Samples, Value-Added Products/Services

6 Geiger-Mode LiDAR World leader in next generation Geiger LiDAR technology Advantages Wide Area Mapping Charlotte, NC (part of wide area collect) 17K ft. AGL; 30 ppsm With Greater Point Density Multi-Use; Best Value Better Precision/Accuracy Less Obscurations Homogeneous Multi-look

7 How is collection better? Collect Once for Multiple Uses/Applications High Altitude / Larger Swath Width: Larger collection footprint than linear mode LiDAR Low Power High Sensitivity Large Array Collection Multiple Angles Captures objects all sides, opposite flight directions, minimizes vertical obstructions and voids High Point Density Geiger Mode Altitude: 29,000 ft Groundspeed: 290 knots Linear Mode Altitude: 2,500 ft Groundspeed: 120 knots 0.5 km 5 km

8 Higher Point Density Enables More Accurate Decisions Courtesy of the State of NC ~4m Profile (~1 ppsm) 8 ppsm Profile Actual Ground Survey Pts. 8 ppsm nearly mirrors existing high precision survey data harris.com

9 Reflectance Image: Higher Density Matters! Geiger-mode Linear-mode Geiger data provides increased detail Provides homogeneous high-density, accurate elevation data

10 Geiger LiDAR vs. Linear (Conventional) LiDAR Geiger 12,000 feet AGL Linear 3,200 feet AGL

11 Ability to precisely map Infrastructure from 17,000 feet WAM

12 Geiger LiDAR Data: Multi-Use Applications Vegetation Obstruction Graphic Courtesy of NM Group Flood Modeling Graphic Courtesy of ESP & Assoc. Insurance Asset Management / Utilities Forestry Fly once and support multiple project needs Transportation

13 Past Year in Review - Geiger LiDAR Projects in 10 States past year: CA, CO, CT, FL, NC, NM, OR, SD, TX, and WA Multiple land covers and terrains: Leaf-on, leaf-off, day-time, and night-time Multiple Altitudes: 6,000 to 30,000 ft. AGL Project applications: 3DEP, Flood Modeling, Forestry/Ag, Utilities, City Planning, others Total project miles past year: Over 35,000 square miles We are still learning and improving: Sensors/CONOPS/Process Continuous improvements have reduced costs and improved quality

14 USGS Connecticut Test Site Leaf-on Test 2016 Comparison 62% Higher Altitude Higher Points/Meter Superior Foliage Penetration Higher Coverage Rate/hour GM LiDAR GM LiDAR 12,000 Feet August 2016 Linear LiDAR 7,500 Feet September meter cross section Geiger 1 meter cross section Linear

15 Foliage Penetration - Linear and Geiger - Florida Mangrove Ortho Geiger LiDAR Top View Geiger 5ft Cross Section 12,000 feet Linear 5ft Cross section 3,200 feet

16 Geiger LiDAR Data: Texas Pine Forest Example Ortho LiDAR Top View 10m Cross Section GM LiDAR Night Collect 17K ft AGL 1m Cross section

17 Forestry Management Pacific Northwest Automated Tree Species Classification (Classification Courtesy of Object Raku) Geiger LiDAR - Capitol Forest, WA 8K ft AGL and >35 ppsm (up to ~2500 pts/tree)

18 Geiger LIDAR: Utility Asset Mapping / Updating Missing Assets Existing Database Uses: Mapping As-Built through Change detection

19 ENVI (From COTS to the Cloud) One solution for all the data types you use ENVI IMAGERY AND DATA BECOME KNOWLEDGE Pan, Thermal or SAR > Add information from imagery to your GIS > Automated workflows to get answers fast > Easily navigate through menus and options > One solution for all the data types you use LiDAR SAR One complete and integrated solution for all the data types you use

20 ENVI and Integration w/ GIS Export results between ENVI and ArcGIS with the push of a button ENVI LiDAR IMAGERY AND DATA BECOME KNOWLEDGE > Prepare LiDAR Data for Geospatial Analysis > Identify & Extract 3D Features > Export Results to/from ENVI and ArcGIS Import/Export Common Format / Results from ENVI to ArcGIS or any other GIS software

21 Harris Geospatial Solutions: 3D LiDAR Web Viewer Data Visualization without Limits Stream unlimited number of points ENVI Analytics for the Enterprise Integrate trusted analysis algorithms with modern geospatial interface & layers Enable On-Demand Analytics LiDAR feature extraction for buildings, trees, and other objects on-the-fly Fuse Multiple Modalities LiDAR data plus imagery, unstructured data, and other layers create a whole picture never before possible

22 Geiger Data Automated Classification UC Santa Barbara; 17K ft AGL; 20ppsm Automated Classification Results & Visualization Using ENVI LiDAR Color represents classification

23 Harris Geospatial Solutions: Advanced Analytics & Data Fusion Modern Algorithms: Domain & subject matter experts applying years of knowledge to solve problems in new ways Example: SoftMax Regression Form of a neural network Ideal input: LAYER STACK OF MULTIPLE DATA MODALITIES Multispectral image Height Model (LiDAR-derived is ideal) Other Layers Multiple classes & mutually exclusive for multi-class classifications

24 Harris Geospatial Solutions: Custom Solutions Group Utility Pole Portal: Feature Extraction and Asset Analysis Custom Solutions Group Builds Lightweight Apps Use only the analytics necessary to complete a project Domain experts in remote sensing science and geospatial analytics Expose information in the context of solving business/project problems Object Detection in LiDAR Point Clouds: Finds a variety of 3D objects including signals, crossings, boxes, guy wires, and poles. Machine / Deep Learning Custom Solutions Group builds reusable classifiers or provides full-scale service Project example: European National Railroad Asset Inventory

25 Questions? Geospatial Marketplace, Geiger LiDAR, ENVI LiDAR Scott Bennett Business Director - Geospatial Solutions Scott.A.Bennett@Harris.com