Sanborn’s KyFromAbove Oblique Imagery Project

Landmark project which marked the first time a U.S. state acquired statewide oblique imagery

Commonwealth of Kentucky

The Challenge

The Commonwealth of Kentucky faced the challenge of acquiring comprehensive, high-resolution oblique imagery across its entire state. Previously, imagery was collected on a county-by-county basis, which led to inconsistencies in quality, coverage, and accessibility. The piecemeal approach hindered effective planning, public safety, and infrastructure development, especially in rural areas. Kentucky’s need was to democratize access to high-quality imagery and incorporate it into a wide array of government and private sector workflows, benefiting all communities, regardless of size or resources.

The Outcome

The KyFromAbove initiative successfully completed the acquisition of statewide 3” resolution lidar data through a multi-vendor contract. Sanborn was responsible for approximately 12,000 square miles, about a third of the state (40,408 square miles), covering the majority of Eastern Kentucky. This landmark project marked the first time a U.S. state acquired statewide oblique imagery. Sanborn’s sole-source deployment of Sanborn Oblique Analyst®, branded as KyFromAbove Explorer, provides open and free access to this imagery for all government entities, private sector organizations, and citizens of Kentucky. KyFromAbove allows users to measure elevation, calculate distances, export images, and share locations. The software’s service-oriented architecture ensures that it can serve and consume data as needed, offering flexibility and scalability. 

A significant aspect of the project was the support from the AWS Open Data Sponsorship Program, which enabled the storage and distribution of the vast amount of data generated by the project. The imagery, now incorporated into Kentucky’s authoritative aerial basemap, is publicly accessible through a cloud-based storage system.

Kentucky Keeneland Racing Oblique Imagery

Keeneland Race Course in Lexington, KY

  • The KyFromAbove aerial photography initiative is highly beneficial to Kentucky’s first responders. Adding the ability to leverage oblique imagery is another valuable tool to increase situational awareness during emergencies and better direct emergency response.

  • – Mike Sunseri, Kentucky Office of Homeland Security’s Deputy Executive Director

The Details

The KyFromAbove project was initiated by bringing together all key stakeholders across Kentucky to fund and move forward with a statewide, unified approach to aerial imagery acquisition. This collaborative effort replaced the previous county-by-county approach, ensuring consistent quality and comprehensive coverage. 

The successful integration of this oblique imagery into various state and local government operations has significantly enhanced transportation planning, broadband deployment, infrastructure development, wildlife management, and public safety. Notably, the imagery has been integrated into Kentucky's 911 call centers to improve situational awareness for first responders.

Kentucky Map Aerial Collection
0 Square Miles
of 3-inch resolution oblique imagery acquired statewide
0 Square Miles
of 3-inch resolution oblique imagery collected by Sanborn
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U.S. state to acquire statewide 3-inch oblique imagery

Key Results

Kentucky Map Aerial Collection
  • Statewide Coverage: Completed acquisition of 12,000 square miles of 3-inch resolution oblique imagery acquired by Sanborn, with the entire project covering the state of Kentucky in totality.
  • First-of-its-Kind Project: Kentucky became the first U.S. state to acquire statewide oblique aerial imagery.
  • Enhanced Public Safety: Integration of oblique imagery into Kentucky’s 911 call centers, improving situational awareness for emergency responders.
  • Widespread Access: Free and open access to high-resolution imagery for all government agencies, private sector entities, and citizens.
  • Increased Return on Investment: Integration of imagery into Kentucky’s aerial basemap, benefiting a wide range of public and private sector applications.

Learn More

The KyFromAbove site is a version of Sanborn Oblique Analyst.

Watch our on-demand webinar Straight Talk on Oblique Imagery to learn more about how to build a successful program with Oblique Imagery and understanding the ROI, standards, technology, licensing options, funding, and strategy to obtain the best data for your program.

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