WVDEP Drone Mapping Program

Initiation, implementation, and realized benefits of UAS within WVDEP.

Intro

Beginning in the spring of 2016, WVDEP began evaluating drone data capture as an alternative to external contracts and flights that could significantly cut costs and greatly reduce data delivery schedules. Both of these objectives were met. Data quality was sufficient for performing cost estimations and creating reclamation designs. The program expanded using existing personnel, primarily surveyors, project managers, and members of the GIS group.


Test Range

WVDEP has adapted an old reclamation site to be used as a UAV test range. Survey equipment was used to create a series of checkpoints at known locations, which are used to evaluate the accuracy of data products created by a variety of equipment and data collection techniques.

Test range features:

  • 24 horizontal checkpoints (12 of those are semi-permanent concrete tiles)
  • 86 vertical checkpoints (using survey GNSS systems)
  • 120ft of elevation change
  • variety of vegetation
  • constructed features

Test range showing GCP and checkpoints


Cameras/Sensors

Thermal camera

WVDEP is evaluating a thermal camera to identify groundwater sources that that may be the source of contamination from prior mining operations. The sensor relies on the temperature differential between ambient ground and groundwater which is typically around 55 degrees F.

Image collected to investigate sources of acidic mine drainage. Use slider to view imagery vs thermal camera/sensor results.

Multi-spectral camera

WVDEP is flying a multi-spectral camera that is being used to monitor the condition of selected wetlands. The camera captures data in two infrared bands that are more suitable for identifying vegetation types and monitoring vegetation condition over time.

Wetland being monitored with several drone-collected layers produced with every flight.

Bathymetric platform

Hydrone boat on pond's edge.

One of our drone pilots also has begun operating a remotely controlled catamaran platform for bathymetric mapping for contours of water bodies.  The primary use is for monitoring sediment deposition in larger drainage control and treatment ponds.


Terrain

One challenge frequently faced in WV is our terrain. There are sites that have elevations changes of 400ft or more, so a single altitude flight would be outside 400ft AGL FFA restriction. In these situations, we’ve had to adapt and started using terrain following flights when the need arises.

Point cloud from a terrain following flight. Each green sphere above the point cloud represents an image centroid location (xyz).

Longacre slide terrain following flight.


Deliverables

There are sites flown that only want a video or imagery, but most request a standard set of deliverables. In that set, we include the imagery, classified point cloud (las file), surface model (includes ground/buildings/veg), elevation model (only ground), any boundaries or breaklines created, and 1 & 2ft contours that are GIS (shp) and CAD (dwg) compatible. These deliverables can then be used to create further data products, like volume calculations.

>Imagery

Mosaiced orthoimage

>Digital Terrain Model (DTM) & Digital Surface Model (DSM)

DTM (ground only) on the left, DSM (all data) on the right

>Contours

Contours available in 1 & 2ft intervals, GIS (shp) & CAD (dwg) compatible

>Change detection

Site flown two months apart for change detection. Use slider for change visualization.

>Volume calculations

Volume of earth moved in two months caluclated and visualized. Use slider to view volume change depiction over before and after imagery.


Reclamation Design

Drones are most often used to collect data for in-house cost estimation and design for reclamation sites managed by the Division of Land Restoration. An example of this, below, is a drainage control pond that was damaged during a flood and needed to be removed. The drone was able to map the modified conditions, which included a temporary bypass ditch, and the elevation data was used by an engineer to design a permanent solution.

Chickopee reclamation site design

Greendale Special Reclamation Site

Royal Scot Reclamation Site


Reclamation Monitoring

Because the cost of flying a site has been significantly reduced, it is practical to monitor progress on a reclamation site over time. The project manager can confirm cut and fill volumes reported by the contractor and verify that post-reclamation elevation profiles match the approved engineering plans.

Coal refuse impoundment being reclaimed under WVDEP Department of Special Reclamation.

Monthly flights for reclamation progress monitoring


UAS Progress

UAV mapping with WVDEP has progressed in the last several years. Now, flights and data collection have grown to include hazardous waste sites, landfills, stream habitat mitigation projects, wetland monitoring, and more.

Wetland vegetation monitoring, 3 month difference. Use slider to view change depiction.

South Charleston LCAP


Before & After UAS

Cost per site

Before: $20,000+

After: Employee time

Turnaround

Before: weeks-months

After: days

Labor source

Before: Contractors, outsourced

After: Current, internal employees

Flight frequency

Before: Sporadic, infrequent

After: As needed, numerous

Flight restrictions

Before: Clear skies, no clouds

After: Cloud cover feasible (this is ideal)


Policies & FAQ

Federal Policies

-The maximum flight level is 400 ft above the ground. -UAV pilot must maintain line of sight. -Do not fly over people or moving vehicles. -Avoid all other manned aircraft and at least five miles from airports. -Do not fly after dark. -Drone pilot must have FAA remote pilot certification and retest every two years.

WVDEP Policy 51: sUAS (Drone) Privacy Policy Overview

-Electronically obscure Personally Identifiable Information (PII), like faces and license plates. -Avoid using for the specific purpose of persistent and continuous collection of PII. -Minimize UAS operations over or within private property without consent. -Any data collected is subject to existing laws and regulations regarding privacy. -It is at DEP's discretion to share data, that conforms to guidelines, with news organizations, prospective contractors, or public interest groups.

FAQ

Will you fly over private property? Generally no, consent must first be obtained to fly over private property. What happens if I shoot a drone out of the sky? Nothing good. The FAA has stated that this is a federal crime. Aircraft Sabotage statute (18 U.S.C. 32) makes it a felony to damage or destroy an aircraft. Is anyone spying on me with a zoom lens? No, we're only interested in things that pertain to WVDEP and its missions. Can you see inside my house? Nope! The angle of the camera doesn't allow this. If someone else tried, you'd know because it is as loud as a lawnmower.

Test range showing GCP and checkpoints

Wetland being monitored with several drone-collected layers produced with every flight.

Hydrone boat on pond's edge.

Point cloud from a terrain following flight. Each green sphere above the point cloud represents an image centroid location (xyz).

Mosaiced orthoimage

Contours available in 1 & 2ft intervals, GIS (shp) & CAD (dwg) compatible

Coal refuse impoundment being reclaimed under WVDEP Department of Special Reclamation.

Monthly flights for reclamation progress monitoring

Image collected to investigate sources of acidic mine drainage. Use slider to view imagery vs thermal camera/sensor results.

Site flown two months apart for change detection. Use slider for change visualization.

Volume of earth moved in two months caluclated and visualized. Use slider to view volume change depiction over before and after imagery.

Wetland vegetation monitoring, 3 month difference. Use slider to view change depiction.