Sensitivity analysis and calibration of the alligator cracking model using regional data

Vivek Jha; Yusuf Mehta; Alan Norton; Christopher Tomlinson; Leslie McCarthy

doi:10.1061/41095(365)256

Sensitivity analysis and calibration of the alligator cracking model using regional data

Vivek Jha, Yusuf Mehta, Alan Norton, Christopher Tomlinson, Leslie McCarthy

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The models used in the M-EPDG were calibrated using regression coefficients and calibration constants that were determined from data collected from all across the United States. The verification of M-EPDG with level 2 and 3 inputs for the State of New Jersey did not yield satisfactory results with respect to alligator cracking for the twenty-five sections analyzed in one of the study. It was determined that the error might be from the calibration factor or regression coefficients in the prediction model that was calculated based on the national average. The main focus of this study is to use the aforementioned twenty-five section study and four more NJDOT sections to calibrate and validate the alligator cracking model for New Jersey.

Original language	English (US)
Title of host publication	GeoFlorida 2010
Subtitle of host publication	Advances in Analysis, Modeling and Design - Proceedings of the GeoFlorida 2010 Conference
Pages	2521-2530
Number of pages	10
Edition	199
DOIs	https://doi.org/10.1061/41095(365)256
State	Published - 2010
Externally published	Yes
Event	GeoFlorida 2010: Advances in Analysis, Modeling and Design Conference - West Palm Beach, FL, United States Duration: Feb 20 2010 → Feb 24 2010

Publication series

Name	Geotechnical Special Publication
Number	199
ISSN (Print)	0895-0563

Other

Other	GeoFlorida 2010: Advances in Analysis, Modeling and Design Conference
Country/Territory	United States
City	West Palm Beach, FL
Period	2/20/10 → 2/24/10

All Science Journal Classification (ASJC) codes

Civil and Structural Engineering
Architecture
Building and Construction
Geotechnical Engineering and Engineering Geology

Access to Document

10.1061/41095(365)256

Cite this

Jha, V., Mehta, Y., Norton, A., Tomlinson, C., & McCarthy, L. (2010). Sensitivity analysis and calibration of the alligator cracking model using regional data. In GeoFlorida 2010: Advances in Analysis, Modeling and Design - Proceedings of the GeoFlorida 2010 Conference (199 ed., pp. 2521-2530). (Geotechnical Special Publication; No. 199). https://doi.org/10.1061/41095(365)256

@inproceedings{b39b65acaa8248f3a59d05543feef734,

title = "Sensitivity analysis and calibration of the alligator cracking model using regional data",

abstract = "The models used in the M-EPDG were calibrated using regression coefficients and calibration constants that were determined from data collected from all across the United States. The verification of M-EPDG with level 2 and 3 inputs for the State of New Jersey did not yield satisfactory results with respect to alligator cracking for the twenty-five sections analyzed in one of the study. It was determined that the error might be from the calibration factor or regression coefficients in the prediction model that was calculated based on the national average. The main focus of this study is to use the aforementioned twenty-five section study and four more NJDOT sections to calibrate and validate the alligator cracking model for New Jersey.",

author = "Vivek Jha and Yusuf Mehta and Alan Norton and Christopher Tomlinson and Leslie McCarthy",

year = "2010",

doi = "10.1061/41095(365)256",

language = "English (US)",

isbn = "9780784410950",

series = "Geotechnical Special Publication",

number = "199",

pages = "2521--2530",

booktitle = "GeoFlorida 2010",

edition = "199",

note = "GeoFlorida 2010: Advances in Analysis, Modeling and Design Conference ; Conference date: 20-02-2010 Through 24-02-2010",

}

Jha, V, Mehta, Y, Norton, A, Tomlinson, C & McCarthy, L 2010, Sensitivity analysis and calibration of the alligator cracking model using regional data. in GeoFlorida 2010: Advances in Analysis, Modeling and Design - Proceedings of the GeoFlorida 2010 Conference. 199 edn, Geotechnical Special Publication, no. 199, pp. 2521-2530, GeoFlorida 2010: Advances in Analysis, Modeling and Design Conference, West Palm Beach, FL, United States, 2/20/10. https://doi.org/10.1061/41095(365)256

Sensitivity analysis and calibration of the alligator cracking model using regional data. / Jha, Vivek; Mehta, Yusuf; Norton, Alan et al.
GeoFlorida 2010: Advances in Analysis, Modeling and Design - Proceedings of the GeoFlorida 2010 Conference. 199. ed. 2010. p. 2521-2530 (Geotechnical Special Publication; No. 199).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Sensitivity analysis and calibration of the alligator cracking model using regional data

AU - Jha, Vivek

AU - Mehta, Yusuf

AU - Norton, Alan

AU - Tomlinson, Christopher

AU - McCarthy, Leslie

PY - 2010

Y1 - 2010

N2 - The models used in the M-EPDG were calibrated using regression coefficients and calibration constants that were determined from data collected from all across the United States. The verification of M-EPDG with level 2 and 3 inputs for the State of New Jersey did not yield satisfactory results with respect to alligator cracking for the twenty-five sections analyzed in one of the study. It was determined that the error might be from the calibration factor or regression coefficients in the prediction model that was calculated based on the national average. The main focus of this study is to use the aforementioned twenty-five section study and four more NJDOT sections to calibrate and validate the alligator cracking model for New Jersey.

AB - The models used in the M-EPDG were calibrated using regression coefficients and calibration constants that were determined from data collected from all across the United States. The verification of M-EPDG with level 2 and 3 inputs for the State of New Jersey did not yield satisfactory results with respect to alligator cracking for the twenty-five sections analyzed in one of the study. It was determined that the error might be from the calibration factor or regression coefficients in the prediction model that was calculated based on the national average. The main focus of this study is to use the aforementioned twenty-five section study and four more NJDOT sections to calibrate and validate the alligator cracking model for New Jersey.

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M3 - Conference contribution

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BT - GeoFlorida 2010

T2 - GeoFlorida 2010: Advances in Analysis, Modeling and Design Conference

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ER -

Sensitivity analysis and calibration of the alligator cracking model using regional data

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Center for Research and Education in Advanced Transportation Engineering Systems (CREATES)

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Sensitivity analysis and calibration of the alligator cracking model using regional data

Abstract

Publication series

Other

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

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Center for Research and Education in Advanced Transportation Engineering Systems (CREATES)

Cite this