Wood VS Wings

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Trees and Airplanes don't play nicely together. Many airports face the constant struggle of ensuring that obstacles, like trees, do not threaten the safe operation of arriving and departing aircraft. How does YYJ, located on the west coast of Canada, in area known for its especially large trees, deal with this issue? LiDAR is often used to capture the height of obstacles around the airport, but what do you do with all that data? This presentation will show how FME is used by YYJ to manipulate the LiDAR data, develop cost estimates for removal and develop layers for an ArcGIS Online management tool.

Technologie

FME
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Tim Albert
GIS Coordinator
Victoria Airport Authority
Victoria International Airport
British Columbia, Canada

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Trees (Woods) and
Airplanes (Wings)
don’t belong in the
same airspace.
Watch FME conquer
all our LiDAR data fears.

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Finding the Tree Tops
1) Traditional Solution
2) LiDAR to the Rescue???
3) FME Rescues the Rescuer
4) Managing the Results with AGO
5) What’s Next
Now I can see
the trees!!!

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Traditional Survey
Captured
Obstacle
Missed Obstacle

LiDAR to the Rescue???
Light Detection And Ranging
● Consistent Data Collection
● Relative Cost Eﬀective (Similar Cost to
Traditional Survey)
● Large Amount of Data
● Study Area 74,259,236 Points
● How To Display and Analyze Eﬀectively

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FME Rescues the Rescuer!!
Confession of a FME Kleptomaniac – All these ideas are stolen
FME let me easily TRANSMOGRIFY the LiDAR data into usable data
products:
• Colourize the LiDAR Points
• Compare to the Airport’s Obstacle Limitation Surface (OLS)
• Identify Obstacles as 3D Areas and Assign IDs
• Create Cost Estimates for Removal
FME made the whole process easily repeatable with
all future LiDAR Datasets.
Transmogrify = transform in a surprising or magical manner.

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Colourize LiDAR

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Transmogrify the Data with FME
Convert OLS 3D Surfaces to Raster DEM (Rough Elevation)

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Add OLS “Rough” Elevation and Ground Elevation as
Point Cloud Components
Transmogrify the Data with FME

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Compare Point Cloud Z with OLS Elevation
Store as New Point Cloud Component
Transmogrify the Data with FME

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Filter Point Cloud Points to ﬁnd ones that are close to
(within 2m below or above) the OLS and Not on the Ground
3m 10s
Transmogrify the Data with FME

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Convert Point Cloud to Point Features
(Only ~1.1 million of ~74 million Points left after ﬁlters)
Transmogrify the Data with FME

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Drape on Original OLS 3D Surfaces
Assign “Actual” OLS Elevation to Each Point
6m 20s
Transmogrify the Data with FME

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Convert data back to Point Cloud then Multipoint Feature
Hull Accumulator Creates Logical Areas Grouping Points
8m 14s
Transmogrify the Data with FME

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Unique Identiﬁers
General Areas in CAD as Polylines
Determine Rotation using PolylineAnalyzer

Unique Identiﬁers
Consistent Way to Identify
Obstacles
● For Referencing During Clearing
and Removal
● Compare Between Years
● My Sanity

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Unique Identiﬁers
General Areas in CAD
Tiler (~88,000 Identiﬁer 10m x 10m Regions)

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Managing the Results with AGO
Use ESRI products to create Management Tools:
• AGO 2D and 3D Applications to Interact with the Data
• Manage Data Locally and Push to AGO using FME
• Use FME to Create Cost Estimates for Removal
• AGO 2D Dashboard Apps to Examine Removal Estimate Ranges
AGO = ESRI’s ArcGIS Online

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AGO Mobile App
• Map for use in ArcGIS Field Maps
• IOS / Android
• Shows Obstacle Areas with Details
• Removal Estimates and Actual Costs
• Manage Paperwork
Place your screen
capture here

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AGO Desktop App
• 3D WebApp
• Work with the LiDAR data and Final
Data in 3D
• Point Cloud Scene Layer Package
• Launch OLS Obstacle Management
3D App
Place your screen capture here

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AGO Dashboard
• 2D Dashboard App
• Cumulative Removal Area Estimates
• Launch Current Removal Dashboard
Place your screen capture here

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AGO Dashboard
• 2D Dashboard App
• Future Removal Area Estimates
• Potential Obstacles Currently 1m or
2m below OLS
• Launch Future Removal Dashboard
Place your screen capture here

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Using FME to Create Practicle
Products From LiDAR Data is Easy

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Don’t Fear the
Point Cloud
Raster Data and PointClouds
Make a Great Team

Thank You!
tim.albert@victoriaairport.com

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Join us for a future-facing webinar this New Year as we host an exclusive interview with Safe Software’s Co-Founders, Don Murray and Dale Lutz. Delve into a detailed discussion on the transformative trends emerging in the data integration industry and explore how you can leverage FME to gain an advantage in this rapidly evolving world of technology. Discover how these advancements are revolutionizing data solutions, from artificial intelligence (AI) and machine learning to the exciting realm of Augmented Reality (AR) technology. As we all navigate through a complex global landscape impacted by recent events, this webinar will provide a glimpse into the future of data integration, unveiling Safe Software’s innovative solutions in the pipeline and the envisioned industry trajectory for the next decade. Don’t miss this opportunity to gain invaluable insights into the future of data integration and how Safe Software is positioning itself to foster continuous innovation and address the anticipated challenges of the industry.

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Join us to discover actionable insights for elevating your airport operations. We've partnered with three airports and contractor teams to share real-world FME applications in airport environments: In Segment 1, hear from Hartsfield-Jackson Atlanta International Airport and Axim Geospatial on how FME streamlined the flow of data between their Cityworks Asset Management System and their GIS, enhancing airport staff's experience by reducing manual effort and paperwork duplication. Segment 2 will take you on Philadelphia International Airport’s geospatial roadmap journey, alongside their Spatial Services group, C&S Companies. Discover how FME is integral in bridging data integration gaps between BIM/CAD/GIS and their asset management platform, overcoming previous hurdles and improving data integration efficiency. In the final segment, join Woolpert in the exploration of the ETL processes implemented at Orlando International and Fort Lauderdale International airports, facilitating the smooth flow of data between BIM, GIS, and CAD systems. Learn the importance of data standards from firsthand experience with the development of automation processes. They’ll also share the significant time and cost-saving benefits reaped, and discuss future applications of this technology in data QA/QC tasks. Don’t miss the chance to discover how FME is transforming airport operations, paving the way for enhanced efficiency and reduced operational costs. Register today!

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Join us as we delve into the benefits of developing a Governance strategy for your organization. Learn the requisite knowledge and tools for efficient deployment and management of FME Governance within your own organization. This webinar will feature two guest speaker segments: Segment 1, by Jelle De Zwaef from Nordend & Francis Vanden Bulcke from District09, unravels the Governance journey at the Municipality of Ghent. As FME Flow becomes a cornerstone for business-critical processes in Ghent, discover how a well-orchestrated governance strategy, employing Named Connections, Python Scripts, and user access control among other elements, has facilitated the transition of processes to a production environment. This also strategy ensures swift and accurate deployment of alterations in the FME process. In Segment 2, Théo Drogo & Lesley MacKenzie from Consortech, demonstrate a kickstart into FME Governance with a straightforward self-assessment approach. This segment unveils a proven methodology, cultivated over 20 years, to perform a quick yet thorough assessment of your current FME infrastructure. The discussion, grounded on three foundational pillars—technology, people, and practices, will provide a robust checklist to guide your governance strategy. This method aims to ensure an optimal, secure, and cost-effective FME integration into your IT and business dynamics. Attend and gain a better understanding of how you can use FME to support data and GIS governance, as well as practical tips and techniques for implementing FME within your own organization.

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Discover the future of data integration with FME as we seamlessly blend the power of DevOps with the simplicity of no-code workflows. DevOps, the dynamic fusion of development (Dev) and operations (Ops), is revolutionizing the software industry by enhancing collaboration, boosting efficiency, and automating processes. Now, we're bringing this transformation to data integration. Join us to explore a real-life case study where a large team collaborates on an FME Workspace stored in GitHub. See how we automate testing and deployment, ensuring seamless transitions to staging and production in the FME Flow environment. Learn the essential tools to deploy enterprise workflows with stability. We'll showcase key features like Compare & Merge, the Deployment Parameter Store, the FME Flow CLI, and FME Flow Projects, and demonstrate their integration with CI/CD tooling. The result? An agile, collaborative, and change-ready approach to FME workflow creation. Don't miss this chance to unlock the full potential of FME and revolutionize your data integration game. Join us for an exciting glimpse into the future where DevOps and FME unite for unparalleled efficiency and quality.

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Wood VS Wings

1. Woods vs. Wings

2. FME User Conference 20 22 Tim Albert GIS Coordinator Victoria Airport Authority Victoria International Airport British Columbia, Canada

3. 20 22 FME User Conference Trees (Woods) and Airplanes (Wings) don’t belong in the same airspace. Watch FME conquer all our LiDAR data fears.

10. 20 22 FME User Conference Finding the Tree Tops 1) Traditional Solution 2) LiDAR to the Rescue??? 3) FME Rescues the Rescuer 4) Managing the Results with AGO 5) What’s Next Now I can see the trees!!!

11. 20 22 FME User Conference Traditional Survey Captured Obstacle Missed Obstacle

12. LiDAR to the Rescue??? Light Detection And Ranging ● Consistent Data Collection ● Relative Cost Eﬀective (Similar Cost to Traditional Survey) ● Large Amount of Data ● Study Area 74,259,236 Points ● How To Display and Analyze Eﬀectively

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15. 20 22 FME User Conference FME Rescues the Rescuer!! Confession of a FME Kleptomaniac – All these ideas are stolen FME let me easily TRANSMOGRIFY the LiDAR data into usable data products: • Colourize the LiDAR Points • Compare to the Airport’s Obstacle Limitation Surface (OLS) • Identify Obstacles as 3D Areas and Assign IDs • Create Cost Estimates for Removal FME made the whole process easily repeatable with all future LiDAR Datasets. Transmogrify = transform in a surprising or magical manner.

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17. 20 22 FME User Conference Colourize LiDAR

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21. 20 22 FME User Conference Transmogrify the Data with FME Convert OLS 3D Surfaces to Raster DEM (Rough Elevation)

22. 20 22 FME User Conference Add OLS “Rough” Elevation and Ground Elevation as Point Cloud Components Transmogrify the Data with FME

23. 20 22 FME User Conference Compare Point Cloud Z with OLS Elevation Store as New Point Cloud Component Transmogrify the Data with FME

24. 20 22 FME User Conference Filter Point Cloud Points to ﬁnd ones that are close to (within 2m below or above) the OLS and Not on the Ground 3m 10s Transmogrify the Data with FME

25. 20 22 FME User Conference Convert Point Cloud to Point Features (Only ~1.1 million of ~74 million Points left after ﬁlters) Transmogrify the Data with FME

26. 20 22 FME User Conference Drape on Original OLS 3D Surfaces Assign “Actual” OLS Elevation to Each Point 6m 20s Transmogrify the Data with FME

27. 20 22 FME User Conference Convert data back to Point Cloud then Multipoint Feature Hull Accumulator Creates Logical Areas Grouping Points 8m 14s Transmogrify the Data with FME

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34. 20 22 FME User Conference Unique Identiﬁers General Areas in CAD as Polylines Determine Rotation using PolylineAnalyzer

35. Unique Identiﬁers Consistent Way to Identify Obstacles ● For Referencing During Clearing and Removal ● Compare Between Years ● My Sanity

36. 20 22 FME User Conference Unique Identiﬁers General Areas in CAD Tiler (~88,000 Identiﬁer 10m x 10m Regions)

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44. 20 22 FME User Conference Managing the Results with AGO Use ESRI products to create Management Tools: • AGO 2D and 3D Applications to Interact with the Data • Manage Data Locally and Push to AGO using FME • Use FME to Create Cost Estimates for Removal • AGO 2D Dashboard Apps to Examine Removal Estimate Ranges AGO = ESRI’s ArcGIS Online

45. 20 22 FME User Conference AGO Mobile App • Map for use in ArcGIS Field Maps • IOS / Android • Shows Obstacle Areas with Details • Removal Estimates and Actual Costs • Manage Paperwork Place your screen capture here

46. 20 22 FME User Conference AGO Desktop App • 3D WebApp • Work with the LiDAR data and Final Data in 3D • Point Cloud Scene Layer Package • Launch OLS Obstacle Management 3D App Place your screen capture here

47. 20 22 FME User Conference AGO Dashboard • 2D Dashboard App • Cumulative Removal Area Estimates • Launch Current Removal Dashboard Place your screen capture here

48. 20 22 FME User Conference AGO Dashboard • 2D Dashboard App • Future Removal Area Estimates • Potential Obstacles Currently 1m or 2m below OLS • Launch Future Removal Dashboard Place your screen capture here

49. 20 22 FME User Conference Using FME to Create Practicle Products From LiDAR Data is Easy

50. 20 22 FME User Conference Don’t Fear the Point Cloud Raster Data and PointClouds Make a Great Team

51. Thank You! tim.albert@victoriaairport.com

Wood VS Wings

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