Visualizing Change
KyFromAbove lidar point clouds
Oblique image of downtown Louisville. Find more
Ky obliques
NACIS Conference, October 17, 2025
Boyd Shearer
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Senior Lecturer, UKy Geography 🔗
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Assistant Director, Ky DGI (yesterday) 🔗
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outrageGIS mapping 🔗
KyFromAbove
- KY Aerial Photo & Elev Data Prog (KYAPED)
- started in 2010 and ongoing.
- Multiple funding partners 🔗
- common goal: statewide, open
data.
Data & vintages
- DEMs 🔗 from Lidar 🔗
- Phase 1: 2010-2017
- Phase 2: 2019-2024
- Phase 3: 2023...
- Photography 🔗
- Phase 1: 2012-2014
- Phase 2: 2019-2022
- Phase 3: 2022-2024
Resolution
- Highest resolution open data for Ky.
- 2-ft DEMs and 3-in photography
- Gives neighborhood context.
What about change?
- Point cloud has above ground features
- from two different vintages.
change = Pt2 - Pt1
- But how to visualize?
Colorization
- RGB attribute in point cloud
- normally aerial photography.
+change
and -change
- Increase and decrease.
Two points
- Intersecting point clouds
Pt2
and Pt1
- shown in same view.
Thank you!
KyFromAbove resources
🔗
web apps
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