Predictive Temperature Modeling in Granular Base and Subgrade Layers Using Machine Learning: A Smart Road Study in Edmonton, Alberta, CanadaSource: Journal of Cold Regions Engineering:;2026:;Volume ( 040 ):;issue: 003::page 04026032-1Author:Awan, Malik Noor-Ul-Amin
,
Barbosa de Carvalho, Silas Henrique
,
Hashemian, Leila
,
Shafiee, Mohammad
,
Bayat, Alireza
DOI: 10.1061/JCRGEI.CRENG-966Publisher: American Society of Civil Engineers
Abstract: Abstract Temperatures in the pavement layers are critical for preserving pavement structural
integrity especially during freeze and thaw cycles. Better prediction of these temperatures,
based on factors such as air temperature, incoming solar radiation, ...
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| contributor author | Awan, Malik Noor-Ul-Amin | |
| contributor author | Barbosa de Carvalho, Silas Henrique | |
| contributor author | Hashemian, Leila | |
| contributor author | Shafiee, Mohammad | |
| contributor author | Bayat, Alireza | |
| date accessioned | 2026-08-20T10:47:34Z | |
| date available | 2026-08-20T10:47:34Z | |
| date copyright | 2026/05/19 | |
| date issued | 2026 | |
| identifier other | JCRGEI.CRENG-966.pdf | |
| identifier uri | http://yetl.yabesh.ir/yetl1/handle/yetl/4311263 | |
| description abstract | Abstract Temperatures in the pavement layers are critical for preserving pavement structural integrity especially during freeze and thaw cycles. Better prediction of these temperatures, based on factors such as air temperature, incoming solar radiation, ... | |
| publisher | American Society of Civil Engineers | |
| title | Predictive Temperature Modeling in Granular Base and Subgrade Layers Using Machine Learning: A Smart Road Study in Edmonton, Alberta, Canada | |
| type | Journal Article | |
| journal volume | 40 | |
| journal issue | 3 | |
| journal title | Journal of Cold Regions Engineering | |
| identifier doi | 10.1061/JCRGEI.CRENG-966 | |
| journal fristpage | 04026032-1 | |
| journal lastpage | 04026032-11 | |
| page | 11 | |
| tree | Journal of Cold Regions Engineering:;2026:;Volume ( 040 ):;issue: 003 | |
| contenttype | Fulltext |