20
Matt Heller, John Wall, and Lorrie Coiner Virginia Department of Mines, Minerals, and Energy North Carolina State university Using LiDAR to identify sinkholes and other depressions in the Shenandoah Valley of Virginia

Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

  • Upload
    others

  • View
    3

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

M a t t H e l l e r , J o h n W a l l , a n d L o r r i e C o i n e r

V i r g i n i a D e p a r t m e n t o f M i n e s , M i n e r a l s , a n d E n e r g y

N o r t h C a r o l i n a S t a t e u n i v e r s i t y

Using LiDAR to identify sinkholes and other depressions in the Shenandoah Valley of Virginia

Page 2: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

SINKHOLES AND WHY ARE THEY IMPORTANT

• A “sinkhole” is a depressed area that has no

external drainage.

• Sinkholes are one part of a karst landscape that

includes losing streams, springs, and caves.

• Sinkholes capture surface runoff as well as infiltrating

ground water.

• Water that enters an aquifer through a sinkhole

probably receive less filtering.

Page 3: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

AREA OF STUDY

Harrisonburg

Luray

Broadway

New

Market

Woodstock

Richmond

Washington, D.C.

Charlottesville

CENTRAL SHENANDOAH

VALLEY

Page 4: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

Timberville New Market

Broadway Tenth Legion

Car

bo

nat

e C

arb

on

ate

Page 5: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

LIDAR DATA AND DEPRESSIONS

Digital Elevation Model

347,839 depressions

detected

Page 6: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

A MORE MANAGEABLE DATASET

25,927 depressions > 100 ft2

Hydrocutter Tool (Wall, 2015) removed

1,171false depressions related to culverts

and bridges

Even after this tool was used, random

sampling suggested more than 80% of

depressions were “false” sinkholes

Page 7: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

A REASONABLE DATASET TO QA/QC

8,233 depressions >100 ft2

and >0.9 ft deep

Page 8: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

THREE DAYS LATER…

8,233 depressions >100 ft2

and >0.9 ft deep Depressions were classified into

eight categories

Page 9: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

SINKHOLE CLASSIFICATION

Depressions were classified into

eight categories

Page 10: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

EXAMPLE – STREAM-RELATED DEPRESSIONS

Page 11: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

EXAMPLE – ROAD-RELATED DEPRESSIONS

Page 12: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

EXAMPLE – IMPOUNDMENTS

Page 13: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

EXAMPLE – DEVELOPMENT-RELATED DEPRESSIONS

Page 14: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

EXAMPLE – MINING-RELATED DEPRESSIONS

Page 15: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

EXAMPLE – MINING-RELATED DEPRESSIONS

Page 16: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

SOME ACTUAL SINKHOLES

Page 17: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

MODIFIED SINKHOLES

Page 18: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

PRELIMINARY RESULTS

Car

bo

nat

e C

arb

on

ate

Page 19: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

PRELIMINARY RESULTS

Surficial Deposits underlain by

Conococheague to Edinburg Formations

Page 20: Using LiDAR to identify sinkholes and other depressions in ......SINKHOLES AND WHY ARE THEY IMPORTANT •A “sinkhole” is a depressed area that has no external drainage. •Sinkholes

CONCLUDING THOUGHTS

Within the area of study:

• All carbonate formations have some potential for sinkholes, but Middle

Ordovician formations have significantly higher densities of sinkholes.

• The New Market/Lincolnshire map unit has larger sinkholes on average than other formations.

• Areas overlain by older terrace deposits the North Fork of the

Shenandoah River have twice the average frequency of sinkholes in carbonate formations.

• >100 square ft and >1 foot depth are probably good thresholds for 1:24,000-scale work in this area.

• Lidar is a useful tool for locating sinkholes, but significant QA/QC is required.