A Novel Method to Integrate Speed and Emissions Characteristics in Pavement Marking Design

Pavement marking is a popular method to reduce freeway off-ramp speed. The objective of this study is to develop a methodology for selecting the optimal pavement marking design that will improve traffic safety and reduce emission levels in the freeway off-ramp. Six pavement marking pattern scenarios...

Full description

Saved in:
Bibliographic Details
Published inKSCE journal of civil engineering Vol. 22; no. 12; pp. 5178 - 5186
Main Authors Hong, Sungmin, Jung, Soyoung, Oh, Cheol, Park, Seri
Format Journal Article
LanguageEnglish
Published Seoul Korean Society of Civil Engineers 01.12.2018
Springer Nature B.V
대한토목학회
Subjects
Online AccessGet full text
ISSN1226-7988
1976-3808
DOI10.1007/s12205-017-0368-5

Cover

Abstract Pavement marking is a popular method to reduce freeway off-ramp speed. The objective of this study is to develop a methodology for selecting the optimal pavement marking design that will improve traffic safety and reduce emission levels in the freeway off-ramp. Six pavement marking pattern scenarios on a freeway off-ramp were examined through the following sub-tasks. The first step focused on the testing of six selected scenarios for pavement marking design using a VR driving simulator to obtain driving behavior patterns. Next, the driving behavior pattern for each scenario was implemented in VISSIM, a microscopic traffic flow simulation, to extract the speed reduction for each scenario considering vehicle interactions. Then, the vehicle emission level of each scenario was evaluated by a Motor Vehicle Emission Simulator (MOVES). Through a multiple-criteria decision making model, the best pavement marking design scenario that was both eco-friendly and effective in reducing vehicle speed was selected. Study results showed that transverse line type is the optimal design of pavement marking that improves traffic safety while decreasing emission at a freeway off-ramp. The proposed methodology in this study would quantitatively support the selection of optimal pavement marking design that will promote both traffic safety and traffic environment.
AbstractList Pavement marking is a popular method to reduce freeway off-ramp speed. The objective of this study is to develop a methodology for selecting the optimal pavement marking design that will improve traffic safety and reduce emission levels in the freeway off-ramp. Six pavement marking pattern scenarios on a freeway off-ramp were examined through the following sub-tasks. The first step focused on the testing of six selected scenarios for pavement marking design using a VR driving simulator to obtain driving behavior patterns. Next, the driving behavior pattern for each scenario was implemented in VISSIM, a microscopic traffic flow simulation, to extract the speed reduction for each scenario considering vehicle interactions. Then, the vehicle emission level of each scenario was evaluated by a Motor Vehicle Emission Simulator (MOVES). Through a multiple-criteria decision making model, the best pavement marking design scenario that was both eco-friendly and effective in reducing vehicle speed was selected. Study results showed that transverse line type is the optimal design of pavement marking that improves traffic safety while decreasing emission at a freeway off-ramp. The proposed methodology in this study would quantitatively support the selection of optimal pavement marking design that will promote both traffic safety and traffic environment.
Pavement marking is a popular method to reduce freeway off-ramp speed. The objective of this study is to develop a methodology for selecting the optimal pavement marking design that will improve traffic safety and reduce emission levels in the freeway offramp. Six pavement marking pattern scenarios on a freeway off-ramp were examined through the following sub-tasks. The first step focused on the testing of six selected scenarios for pavement marking design using a VR driving simulator to obtain driving behavior patterns. Next, the driving behavior pattern for each scenario was implemented in VISSIM, a microscopic traffic flow simulation, to extract the speed reduction for each scenario considering vehicle interactions. Then, the vehicle emission level of each scenario was evaluated by a Motor Vehicle Emission Simulator (MOVES). Through a multiple-criteria decision making model, the best pavement marking design scenario that was both eco-friendly and effective in reducing vehicle speed was selected. Study results showed that transverse line type is the optimal design of pavement marking that improves traffic safety while decreasing emission at a freeway off-ramp. The proposed methodology in this study would quantitatively support the selection of optimal pavement marking design that will promote both traffic safety and traffic environment. KCI Citation Count: 2
Author Jung, Soyoung
Hong, Sungmin
Oh, Cheol
Park, Seri
Author_xml – sequence: 1
  givenname: Sungmin
  surname: Hong
  fullname: Hong, Sungmin
  email: sungminhong507@kotsa.or.kr
  organization: Transportation Safety Research and Development Institute, Korea Transportation Safety Authority
– sequence: 2
  givenname: Soyoung
  surname: Jung
  fullname: Jung, Soyoung
  organization: School of Safety Engineering, Dongyang University
– sequence: 3
  givenname: Cheol
  surname: Oh
  fullname: Oh, Cheol
  organization: Dept. of Transportation and Logistics Engineering, Hanyang University
– sequence: 4
  givenname: Seri
  surname: Park
  fullname: Park, Seri
  organization: Dept. of Civil and Environmental Engineering, Villanova Center for the Advancement of Sustainability in Engineering (VCASE) Villanova University
BackLink https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART002409118$$DAccess content in National Research Foundation of Korea (NRF)
BookMark eNp9kU1LAzEQhoMoWKs_wFvAk4fVfOwm2WOpX4X6gdaLl5DdndS0mtQk9ve7uoI35_LOwMMww3OAdn3wgNAxJWeUEHmeKGOkKgiVBeFCFdUOGtFaioIronb7njFRyFqpfXSU0or0xZlUvBqhlwm-C1t4w7eQX0OHc8Azn2EZTQb8tAHosPEdvnx3KbngE56-mmjaDNGl7NqEnccPZgvv4DO-NXHt_BJfQHJLf4j2rHlLcPSbY_R8dbmY3hTz--vZdDIv2pKTXHQdNNYwakg_U0WNUo1llkNJbUMsNS2U1nIpeEkbWdeNMsIw1YA0le0I5WN0Ouz10ep163Qw7ieXQa-jnjwuZporwaQse_ZkYDcxfHxCynoVPqPvz9OsprUgQjL2L0UZEYpVnPcUG6i0if3XEP8oSvS3GD2I0b0Y_S1GV_wLyqyA9Q
CitedBy_id crossref_primary_10_3390_su13031043
Cites_doi 10.1016/j.aap.2005.07.004
10.1016/S0001-4575(01)00056-2
10.3141/2058-20
10.1080/088395197118352
10.1108/13555850810844869
10.1016/S1361-9209(00)00002-X
10.1016/S0001-4575(97)00099-7
10.1016/j.rser.2007.07.009
10.1016/j.trd.2005.04.005
10.1061/(ASCE)0733-947X(2002)128:2(182)
10.3141/2149-06
10.1016/S0261-3069(99)00066-7
10.1037/h0043158
10.3141/2056-12
ContentType Journal Article
Copyright Korean Society of Civil Engineers 2018
KSCE Journal of Civil Engineering is a copyright of Springer, (2018). All Rights Reserved.
Korean Society of Civil Engineers 2018.
Copyright_xml – notice: Korean Society of Civil Engineers 2018
– notice: KSCE Journal of Civil Engineering is a copyright of Springer, (2018). All Rights Reserved.
– notice: Korean Society of Civil Engineers 2018.
DBID 7QH
7UA
8FD
8FE
8FG
ABJCF
AEUYN
AFKRA
BENPR
BGLVJ
BHPHI
BKSAR
C1K
CCPQU
DWQXO
F1W
FR3
H96
HCIFZ
KR7
L.G
L6V
M7S
PCBAR
PHGZM
PHGZT
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PTHSS
ACYCR
DOI 10.1007/s12205-017-0368-5
DatabaseName Aqualine
Water Resources Abstracts
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
Materials Science & Engineering Collection
ProQuest One Sustainability
ProQuest Central UK/Ireland
ProQuest Central
Technology Collection (via ProQuest SciTech Premium Collection)
Natural Science Collection
Earth, Atmospheric & Aquatic Science Collection
Environmental Sciences and Pollution Management
ProQuest One
ProQuest Central
ASFA: Aquatic Sciences and Fisheries Abstracts
Engineering Research Database
Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources
SciTech Premium Collection (via ProQuest)
Civil Engineering Abstracts
Aquatic Science & Fisheries Abstracts (ASFA) Professional
ProQuest Engineering Collection
Engineering Database
Earth, Atmospheric & Aquatic Science Database
ProQuest Central Premium
ProQuest One Academic (New)
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
Engineering Collection
Korean Citation Index
DatabaseTitle Aquatic Science & Fisheries Abstracts (ASFA) Professional
Technology Collection
Technology Research Database
ProQuest One Academic Middle East (New)
SciTech Premium Collection
ProQuest One Community College
ProQuest Central China
Water Resources Abstracts
Environmental Sciences and Pollution Management
Earth, Atmospheric & Aquatic Science Collection
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest One Sustainability
ProQuest Engineering Collection
Natural Science Collection
ProQuest Central Korea
ProQuest Central (New)
Engineering Collection
Civil Engineering Abstracts
Engineering Database
ProQuest One Academic Eastern Edition
Earth, Atmospheric & Aquatic Science Database
ProQuest Technology Collection
ProQuest SciTech Collection
Aqualine
Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources
ProQuest One Academic UKI Edition
ASFA: Aquatic Sciences and Fisheries Abstracts
Materials Science & Engineering Collection
Engineering Research Database
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList Aquatic Science & Fisheries Abstracts (ASFA) Professional
Aquatic Science & Fisheries Abstracts (ASFA) Professional


Database_xml – sequence: 1
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1976-3808
EndPage 5186
ExternalDocumentID oai_kci_go_kr_ARTI_3862774
10_1007_s12205_017_0368_5
GroupedDBID -5B
-5G
-BR
-EM
-Y2
-~C
.86
.VR
06D
0R~
0VY
1N0
203
29L
29~
2J2
2JN
2JY
2KG
2KM
2LR
2VQ
2~H
30V
4.4
406
408
40D
40E
5GY
5VS
67Z
6NX
8FE
8FG
8FH
8TC
8UJ
95-
95.
95~
96X
9ZL
AAAVM
AABHQ
AACDK
AAHNG
AAIAL
AAJBT
AAJKR
AALRI
AANZL
AARHV
AARTL
AASML
AATNV
AATVU
AAUYE
AAWCG
AAXUO
AAYIU
AAYQN
AAYTO
AAYZH
ABAKF
ABDZT
ABECU
ABFTD
ABFTV
ABHQN
ABJCF
ABJNI
ABJOX
ABKCH
ABMNI
ABMQK
ABNWP
ABQBU
ABSXP
ABTAH
ABTEG
ABTHY
ABTKH
ABTMW
ABWNU
ABXPI
ACAOD
ACGFO
ACGFS
ACHSB
ACHXU
ACIWK
ACKNC
ACMDZ
ACMLO
ACOKC
ACOMO
ACPIV
ACREN
ACSNA
ACZOJ
ADHHG
ADHIR
ADINQ
ADKNI
ADKPE
ADRFC
ADTPH
ADURQ
ADVLN
ADYFF
ADYOE
ADZKW
AEBTG
AEFQL
AEGAL
AEGNC
AEJHL
AEJRE
AEMSY
AENEX
AEOHA
AEPYU
AESKC
AETLH
AEUYN
AEVLU
AEXYK
AFBBN
AFGCZ
AFKRA
AFLOW
AFQWF
AFRAH
AFWTZ
AFYQB
AFZKB
AGAYW
AGDGC
AGGDS
AGJBK
AGMZJ
AGQEE
AGQMX
AGRTI
AGWIL
AGWZB
AGYKE
AHAVH
AHBYD
AHKAY
AHSBF
AHYZX
AIAKS
AIGIU
AIIXL
AILAN
AITGF
AJBLW
AJRNO
ALMA_UNASSIGNED_HOLDINGS
ALWAN
AMKLP
AMTXH
AMXSW
AMYLF
AMYQR
AOCGG
ARMRJ
AXYYD
AYJHY
B-.
BA0
BDATZ
BENPR
BGLVJ
BGNMA
BHPHI
BKSAR
CAG
CCPQU
COF
CS3
CSCUP
DBRKI
DDRTE
DNIVK
DPUIP
DU5
EBLON
EBS
EIOEI
EJD
ESBYG
FDB
FERAY
FFXSO
FIGPU
FINBP
FNLPD
FRRFC
FSGXE
FWDCC
GGCAI
GGRSB
GJIRD
GNWQR
GQ6
GQ7
GW5
H13
HCIFZ
HF~
HG6
HMJXF
HRMNR
HZ~
IJ-
IKXTQ
IWAJR
IXC
IXD
I~X
I~Z
J-C
J0Z
JBSCW
JZLTJ
KOV
KVFHK
L6V
LK5
LLZTM
M41
M4Y
M7R
M7S
MA-
MZR
NPVJJ
NQJWS
NU0
O9-
O9J
P2P
P9P
PCBAR
PF0
PT4
PT5
PTHSS
QOS
R89
R9I
RIG
RNI
ROL
RPX
RSV
RZK
S16
S1Z
S27
S3B
SAP
SDH
SEG
SHX
SISQX
SJYHP
SNE
SNPRN
SNX
SOHCF
SOJ
SPISZ
SRMVM
SSLCW
STPWE
SZN
T13
TDB
TSG
TSK
TSV
TUC
U2A
UG4
UOJIU
UTJUX
UZXMN
VC2
VFIZW
W48
WK8
YLTOR
Z45
Z5O
Z7R
Z7X
Z7Y
Z7Z
Z83
ZMTXR
ZY4
ZZE
~A9
7QH
7UA
8FD
AAPKM
AAYWO
ABFSG
ACSTC
ACVFH
ADCNI
AEUPX
AEZWR
AFHIU
AFOHR
AFPUW
AHPBZ
AHWEU
AIGII
AIXLP
AKBMS
AKYEP
ATHPR
C1K
DWQXO
F1W
FR3
H96
KR7
L.G
PHGZM
PHGZT
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
ACDTI
ACYCR
ID FETCH-LOGICAL-c430t-ddebfa21a0c43181a88bf2f3e41fb0f1ace4ff376341b799b8a6a28be7a5fd013
IEDL.DBID BENPR
ISSN 1226-7988
IngestDate Sun Jan 19 03:36:37 EST 2025
Fri Jul 25 09:36:50 EDT 2025
Fri Jul 25 11:12:12 EDT 2025
Fri Feb 21 02:33:46 EST 2025
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 12
Keywords vehicle speed
multiple-criteria decision making
vehicle emission
freeway off-ramp
pavement marking design
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c430t-ddebfa21a0c43181a88bf2f3e41fb0f1ace4ff376341b799b8a6a28be7a5fd013
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
OpenAccessLink https://dx.doi.org/10.1007/s12205-017-0368-5
PQID 2120682533
PQPubID 1496355
PageCount 9
ParticipantIDs nrf_kci_oai_kci_go_kr_ARTI_3862774
proquest_journals_2919606722
proquest_journals_2120682533
springer_journals_10_1007_s12205_017_0368_5
PublicationCentury 2000
PublicationDate 20181200
20181201
2018-12
PublicationDateYYYYMMDD 2018-12-01
PublicationDate_xml – month: 12
  year: 2018
  text: 20181200
PublicationDecade 2010
PublicationPlace Seoul
PublicationPlace_xml – name: Seoul
PublicationTitle KSCE journal of civil engineering
PublicationTitleAbbrev KSCE J Civ Eng
PublicationYear 2018
Publisher Korean Society of Civil Engineers
Springer Nature B.V
대한토목학회
Publisher_xml – name: Korean Society of Civil Engineers
– name: Springer Nature B.V
– name: 대한토목학회
References Jee, Kang (CR15) 2000; 21
Sone (CR21) 2010
Ahn, Rakha, Trani, Aerde (CR3) 2002; 128
Drakopoulos, Vergou (CR9) 2003
Godley, Triggs, Fildes (CR12) 2002; 34
Törnros (CR22) 1998; 30
Agent (CR2) 1980; 773
Kaygusuz (CR16) 2009; 13
Hsu, Chen (CR13) 2008; 20
André, Hammarstrom (CR4) 2000; 5
Hunter, Boonsiripant, Guin, Rogers, Jared (CR14) 2010; 2149
Aarts, Schagen (CR1) 2006; 38
Cheng, Chen, Li (CR6) 2011
Lee (CR18) 2012
Miller (CR19) 1956; 63
Esposito, Malerba, Ripa, Semeraro (CR10) 1997; 11
(CR17) 2013
Gates, Qin, Noyce (CR11) 2008; 2056
Barth, Boriboonsomsin (CR5) 2008; 2058
Coelho, Farias, Rouphail (CR8) 2005; 10
Noh, Lee, Kim, Jang (CR20) 2010; 12
Claggett (CR7) 2011
References_xml – volume: 38
  start-page: 215
  issue: 2
  year: 2006
  end-page: 224
  ident: CR1
  article-title: Driving speed and the risk of road crashes: A review
  publication-title: Accident Analysis and Prevention, Elsevier
  doi: 10.1016/j.aap.2005.07.004
– volume: 34
  start-page: 589
  issue: 5
  year: 2002
  end-page: 600
  ident: CR12
  article-title: Driving simulator validation for speed research
  publication-title: Accident Analysis and Prevention, Elsevier
  doi: 10.1016/S0001-4575(01)00056-2
– year: 2012
  ident: CR18
  publication-title: Integrated modeling of air quality and health impacts of a freight transportation corridor
– volume: 2058
  start-page: 163
  year: 2008
  end-page: 171
  ident: CR5
  article-title: Real-world carbon dioxide impacts of traffic congestion
  publication-title: Transportation Research Record: Journal of the Transportation Research Board, TRB
  doi: 10.3141/2058-20
– volume: 11
  start-page: 71
  issue: 1
  year: 1997
  end-page: 84
  ident: CR10
  article-title: Discovering causal rules in relational databases
  publication-title: Applied Artificial Intelligence, Taylor & Francis
  doi: 10.1080/088395197118352
– volume: 20
  start-page: 44
  issue: 1
  year: 2008
  end-page: 54
  ident: CR13
  article-title: Integrated analytic hierarchy process and entropy to develop a durable goods chain store franchisee selection model
  publication-title: Asia Pacific Journal of Marketing and Logistics, Emerald
  doi: 10.1108/13555850810844869
– volume: 5
  start-page: 321
  issue: 5
  year: 2000
  end-page: 335
  ident: CR4
  article-title: Driving speeds in europe for pollutant emissions estimation
  publication-title: Transportation Research Part D, Elsevier
  doi: 10.1016/S1361-9209(00)00002-X
– start-page: 305
  year: 2011
  end-page: 308
  ident: CR6
  article-title: An AHP method for road traffic safety, Computational Science and Optimization (CSO)
  publication-title: 4th International Joint Conference on IEEE
– volume: 30
  start-page: 497
  issue: 4
  year: 1998
  end-page: 503
  ident: CR22
  article-title: Driving behaviour in a real and a simulated road tunnel – A validation study
  publication-title: Accident Analysis and Prevention, Elsevier
  doi: 10.1016/S0001-4575(97)00099-7
– volume: 13
  start-page: 253
  issue: 1
  year: 2009
  end-page: 270
  ident: CR16
  article-title: Energy and environmental issues relating to greenhouse gas emissions for sustainable development in Turkey
  publication-title: Renewable and Sustainable Energy Reviews, Elsevier
  doi: 10.1016/j.rser.2007.07.009
– volume: 12
  start-page: 9
  issue: 3
  year: 2010
  end-page: 16
  ident: CR20
  article-title: Effectiveness of pavement marking for speed reduction by using driving simulator
  publication-title: International Journal of Highway Engineering, KSRE
– year: 2010
  ident: CR21
  publication-title: The effect of behavioral, geometric and heavy vehicle traffic flow characteristics on capacity and emissions at roundabouts
– volume: 10
  start-page: 323
  issue: 4
  year: 2005
  end-page: 340
  ident: CR8
  article-title: Impact of speed control traffic signals on pollutant emissions
  publication-title: Transportation Research Part D, Elsevier
  doi: 10.1016/j.trd.2005.04.005
– volume: 773
  start-page: 11
  year: 1980
  end-page: 14
  ident: CR2
  article-title: Transverse pavement marking for speed control and accident reduction (Abridgement)
  publication-title: Transportation Research Record: Journal of the Transportation Research Board
– volume: 128
  start-page: 182
  issue: 2
  year: 2002
  end-page: 190
  ident: CR3
  article-title: Estimating vehicle fuel consumption and emissions based on instantaneous speed and acceleration levels
  publication-title: Journal of Transportation Engineering, ASCE
  doi: 10.1061/(ASCE)0733-947X(2002)128:2(182)
– year: 2003
  ident: CR9
  article-title: Evaluation of the converging chevron pavement marking pattern at one wisconsin location
  publication-title: AAA Foundation for Traffic Safety
– volume: 2149
  start-page: 95
  year: 2010
  end-page: 103
  ident: CR14
  article-title: Evaluation of effectiveness of converging chevron pavement markings in reducing speed on freeway ramps
  publication-title: Transportation Research Record: Journal of the Transportation Research Board, TRB
  doi: 10.3141/2149-06
– volume: 21
  start-page: 199
  issue: 1
  year: 2000
  end-page: 206
  ident: CR15
  article-title: A method for optimal material selection aided with decision making theory
  publication-title: Materials and Design, Elsevier
  doi: 10.1016/S0261-3069(99)00066-7
– year: 2011
  ident: CR7
  article-title: OpMode look-up tables for linking traffic simulation models and moves emissions
  publication-title: The 90th Annual Meeting of Transportation Research Board
– year: 2013
  ident: CR17
  publication-title: Internal crash data, Reports
– volume: 63
  start-page: 81
  issue: 2
  year: 1956
  end-page: 97
  ident: CR19
  article-title: The magical number seven, plus or minus two: Some limits on our capacity for processing information
  publication-title: The Psychological Review, APA
  doi: 10.1037/h0043158
– volume: 2056
  start-page: 95
  year: 2008
  end-page: 103
  ident: CR11
  article-title: Effectiveness of experimental transverse-bar pavement marking as speed-reduction treatment on freeway curves
  publication-title: Transportation Research Record: Journal of the Transportation Research Board, TRB
  doi: 10.3141/2056-12
SSID ssj0000327835
Score 2.1134086
Snippet Pavement marking is a popular method to reduce freeway off-ramp speed. The objective of this study is to develop a methodology for selecting the optimal...
SourceID nrf
proquest
springer
SourceType Open Website
Aggregation Database
Publisher
StartPage 5178
SubjectTerms Civil Engineering
Computer simulation
Decision making
Design
Driving
Driving ability
Emission analysis
Emissions control
Engineering
Flow simulation
Geotechnical Engineering & Applied Earth Sciences
Highway safety
Industrial Pollution Prevention
Interactions
Marking
Methods
Motor vehicles
Multiple criterion
Pavement design
Pavement markings
Pavements
Roads & highways
Safety
Simulators
Traffic accidents & safety
Traffic flow
Traffic safety
Traffic speed
Transportation Engineering
Vehicle emissions
토목공학
SummonAdditionalLinks – databaseName: SpringerLink Journals (ICM)
  dbid: U2A
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3dS8MwEA86X_RB_MTplCC-SaDNx5o-jrmxCRuCDoYvIWkTGZNWturf76VrnZO9-FRK2jzcJXe_y939gtCdkdzpFCJVyhNNuIhDEttAEBMaLiLKOLP-HHI0bg8m_HEqplUf97Kudq9TkqWlXje7-Z5Q4q0qWF1JxC7aExC6-904oZ2fg5WA-csjfOki_NAmno-rzmZumwV8SrZwG_jyT0q09DT9I3RYQUTcWen0GO3Y7AQd_CIOPEWvHTzOv-w7HpUXQOMix8Oa9wE_f4BHwjpLcQ-U6E_Dlri7ycuMZxl-0iVVeIF9uw7Mih_KYo4zNOn3XroDUt2SQBLOgoKAfTJO01AH8A7-WktpHHUg49CZwIU6sdw5b0d4aKI4NlK3NZXGRlq4FBDgOWpkeWYvEHaezl2zwCap45pTE0lLaZQYmlIL2K-JbkFWap7MlGel9s-3XM0XCrD3UDEIjgBMNlGrFqWq9sNSgYMM2hCMMrZ9OA59JBVR2kT3tfTXw2tqZa88BcpTXnlKXP7r6yu0D3BHropRWqhRLD7tNUCKwtyUS-gbWx_Cmw
  priority: 102
  providerName: Springer Nature
Title A Novel Method to Integrate Speed and Emissions Characteristics in Pavement Marking Design
URI https://link.springer.com/article/10.1007/s12205-017-0368-5
https://www.proquest.com/docview/2120682533
https://www.proquest.com/docview/2919606722
https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART002409118
Volume 22
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
ispartofPNX KSCE Journal of Civil Engineering, 2018, 22(12), , pp.5178-5186
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1NT9wwEB0Be2kPCPqhboGVVfWGLBLH2TgHhHZhFygiQqUr0V4sO7ERokpgCfx-ZkLClxAnK7Lkg58z8zyeeQPw0yrpTYE3VSFzw2Wchjx1QcxtaGWciEhGjuKQx9nwYCZ_ncVnC5B1tTCUVtnZxMZQF1VOMfItkYZEthMhdq6uOXWNotfVroWGaVsrFNuNxNgi9NAkKzz3vfEkO_n9GHUJIuosQXmNIfIOTmJd3VNnU09HZaecDDcadsXJ4ZRz_4J8vnovbdzQdAWWW_7IRg-Ar8KCKz_Bx2eqgp_h34hl1Z37z46b7tCsrthhJwrBTq_QXTFTFmyCCFOo7IbtvhRtZhclOzGNjnjNqJYHV2V7TabHF5hNJ392D3jbQoHnMgpqjsbLeiNCE-A3OnOjlPXCIwCht4EPTe6k92RkZGiTNLXKDI1Q1iUm9gXSw6-wVFal-wbMk9a7iQKXF14aKWyinBBJbkUhHBLDPvzAvdKX-YUmyWoazyt9OddIzA91hDcnZJp9WO-2Urc_y41GqIIh3lSj6O3pR-T7sNnt_tP0k-4ygacRPE3g6fj7-4utwQckP-ohNWUdlur5rdtAglHbASyq6f4AeqPpeJzRuP_3aDJozxLOzsToHqFi0Zg
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3dS9xAEB_0fKg-FKstnl9dRJ_K0mSzuSQPUvw4uVPvkFZB-rLuJrsiSqJ3qdJ_zr_NmZhoLeKbTyEEljAzu_Ob2ZnfAKybWDqdYaQqZKq5DBOfJ9YLufGNDCMRyMBSHnIw7PRO5P5peDoB900vDJVVNmdidVBnRUo58u8i8QlsR0L8uL7hNDWKblebERq6Hq2QbVYUY3Vjx4H9e4ch3Hizv4v63hBir3u80-P1lAGeysArOe5v47TwtYfv6O90HBsnHP6j74znfJ1a6RztQ-mbKElMrDtaxMZGOnQZIihcdxKmJHW4tmBquzs8-vmU5fECmmRBdZQ-4hxO5GDN1WrVv0dtrpwcBTqSmJODy0fuBdj97362cnt7s_Cxxqts69HAPsGEzedg5h8Ww3n4vcWGxa29YoNqGjUrC9ZvSCjYr2t0j0znGeuiRVFqbsx2XpJEs4ucHemKt7xk1DuEq7LdqrLkM5y8izC_QCsvcrsAzBG3vA48m2ZOailMFFshotSITFgEom1YQ1mpy_RCEUU2Pc8LdTlSGAj0VYCRGiLbNiw3olT15hwr9NZeByPjIHj985OlteFbI_3nz888z6Q8hcpTpDwVLr692Ff40DseHKrD_vBgCaYReMWPZTHL0CpHf-wKgpvSrNYWxODsvY32AburC4s
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3dS8MwEA86QfRB_MTp1CC-SVibpmv7OPbBpm4MdDB8CUmbyJh0Y6v-_d51q3Pii0-lJM3DXXr3u-Tud4Tc6VBYlUCkykWsmPAjl0XG8Zl2tfAD7gnP4Dlkr1_rDMXDyB-t-pwuimz34kpyWdOALE1pVp0ltroufMP6UIYWFixwyPxtsgPW2MWNPuT170MWx8NGEpjGCB_UGHJzFTebf60C_iWd2w2s-et6NPc67UNysIKLtL7U7xHZMukx2f9BInhCXuu0P_0077SXN4Om2ZR2Cw4I-jwD70RVmtAWKBRPxha0scnRTMcpHaicNjyjWLoDq9JmnthxSobt1kujw1YdE1gsPCdjYKu0VdxVDryD71ZhqC23IG_Xase6KjbCWrQpwtVBFOlQ1RQPtQmUbxNAg2eklE5Tc06oRWp35TkmTqxQgusgNJwHseYJN4ADy-QWZCUn8VgiQzU-36ZyMpeAw7vSg0AJgGWZVApRytW_sZDgLJ0aBKae9_dw5GJUFXBeJveF9NfDa5plVJ4E5UlUnvQv_jX7huwOmm351O0_XpI9QEHhMkelQkrZ_MNcAdLI9HW-m74AWjvJyg
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+Novel+Method+to+Integrate+Speed+and+Emissions+Characteristics+in+Pavement+Marking+Design&rft.jtitle=KSCE+journal+of+civil+engineering&rft.au=%ED%99%8D%EC%8A%B9%EB%AF%BC&rft.au=%EC%A0%95%EC%86%8C%EC%98%81&rft.au=%EC%98%A4%EC%B2%A0&rft.au=%EB%B0%95%EC%84%B8%EB%A6%AC&rft.date=2018-12-01&rft.pub=%EB%8C%80%ED%95%9C%ED%86%A0%EB%AA%A9%ED%95%99%ED%9A%8C&rft.issn=1226-7988&rft.eissn=1976-3808&rft.spage=5178&rft.epage=5186&rft_id=info:doi/10.1007%2Fs12205-017-0368-5&rft.externalDBID=n%2Fa&rft.externalDocID=oai_kci_go_kr_ARTI_3862774
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1226-7988&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1226-7988&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1226-7988&client=summon