crash data: how kentucky improved their system eric green, msce, pe, gisp university of kentucky...

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Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

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Page 1: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Crash Data: How Kentucky Improved Their System

Eric Green, MSCE, PE, GISP

University of Kentucky

Kentucky Transportation Center

Page 2: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Improving Crash Data in Kentucky

• Traffic Records Committee (KTRAC)• Crash Location Research• Crash Query software• Crash Mapping (GIS)• Safety Circuit Rider Program• HSM

Page 3: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

KTRAC

• SAFETEA-LU• Section 408• Programs to improve the timeliness,

accuracy, completeness, uniformity, integration, and accessibility of traffic safety programs

Page 4: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Crash Locations

• Location, location, location• GPS units issued to police in 2000• Evaluated accuracy of location data in

2004– Recommendations made– Software developed

Page 5: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Paper Reports

• Submitted manually• GPS from Magellan,

Google® Maps, 911 system

• County, Route and Milepoint (CRMP) using reference system

Page 6: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center
Page 7: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Map Click

Page 8: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

eCrash KYOPS

• MapIt• Added October 1st

2007• CRMP data linked

to GPS• Between/Intersect

streets• Searchable• RT Unique:

“034-US-0068 -000”

Page 9: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

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Page 10: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Crash Locations

• Follow-up study in 2010• Investigated crash data since the

MapIt system was added to eCrash

Page 11: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Crash Data Potted by Lat/Long

Page 12: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Crash Data plotted by Lat/Long Showing County Check

Page 13: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Conclusions and Recommendations

• 92% of all crashes were accurate compared to around 50% in the previous study

• Most of this improvement can be attributed to the implementation of the MapIt system in eCrash

• A large majority of incorrectly located were largely due to a lack of reference points

• The MapIt system currently requires user to know where they are on a map

• Identified errors should be investigated by KYOPS

Page 14: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Potential Improvements

• Aerial photos• Integrated GPS receivers• Reference log data

– Mileposts, bridges, culverts, etc.• Training

– QC of location data• Contact specific agencies or evaluate county

data• ‘Distance From’ glitch• Edits to check for county and distance between

CRMP and GPS

Page 15: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Critical Rate Calculator CRC

Page 16: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

CRC Results

Page 17: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Buildup

Page 18: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Buildup – Results

Page 19: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Public Crash Website

Page 20: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Crash Results

Page 21: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Map Results

Page 22: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Secured Crash Website

Page 23: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Crashes by Type

Page 24: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Crash Densities

1 F = 12 PDO1 I = 3 PDO

Page 25: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Safety Circuit Rider

• KY LTAP Stared in 2005• SCR: Todd Morrison

– Retired engineer from KYTC D3• Technical assistance to counties and

cities• Safety improvement workshop• Focus counties• RSA

Page 26: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Safety Circuit Rider

Page 27: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center
Page 28: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center
Page 29: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center
Page 30: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center
Page 31: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center
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Page 36: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center
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Page 39: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Highway Safety Manual

• Science-based• Combines predicted and actual

crashes• Doesn’t assume crashes are normally

distributed• 10 years in the making

Page 40: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Safety Performance Function

Four-Lane Divided Road - Total Crashes Per Year

Page 41: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

General Form of PredictionMethodology

WHERE:

N = predicted accidents per year (road

segment or intersection)

Nbase = predicted accidents per year - base

conditions

C = calibration factor - convert predicted accidents to local conditions

AMFn = accident modification factor – adds

effects of specific site situation to base conditions

Page 42: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Highway Safety Manual

• Safety Analyst• www.highwaysafetymanual.org • FHWA-NHI-380106:

– Google search above– 12 Hours– Free!

Page 43: Crash Data: How Kentucky Improved Their System Eric Green, MSCE, PE, GISP University of Kentucky Kentucky Transportation Center

Questions?

• Eric Green, GISP, MSCE, PEKentucky Transportation CenterResearch Engineer140C Raymond BuildingUniversity of KentuckyLexington, KY 40506-0281  [email protected]: (859) 257-2680