Climate change impact on infrastructure: A machine learning solution for predicting pavement condition index

Construction and Building Materials ◽

10.1016/j.conbuildmat.2021.124905 ◽

2021 ◽

Vol 306 ◽

pp. 124905

Author(s):

S. Madeh Piryonesi ◽

Tamer El-Diraby

Keyword(s):

Climate Change ◽

Machine Learning ◽

Climate Change Impact ◽

Condition Index ◽

Pavement Condition ◽

Pavement Condition Index ◽

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Assessment and evaluation of potential climate change impact on monsoon flows using machine learning technique over Wainganga River basin, India

Hydrological Sciences Journal ◽

10.1080/02626667.2018.1469757 ◽

2018 ◽

Vol 63 (7) ◽

pp. 1020-1046 ◽

Author(s):

Jew Das ◽

Umamahesh V. Nanduri

Keyword(s):

Climate Change ◽

Machine Learning ◽

River Basin ◽

Climate Change Impact ◽

Machine Learning Technique ◽

Assessment And Evaluation ◽

Learning Technique ◽

Change Impact ◽

Potential Climate Change

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Machine learning methods for crop yield prediction and climate change impact assessment in agriculture

Environmental Research Letters ◽

10.1088/1748-9326/aae159 ◽

2018 ◽

Vol 13 (11) ◽

pp. 114003 ◽

Author(s):

Andrew Crane-Droesch

Keyword(s):

Climate Change ◽

Machine Learning ◽

Impact Assessment ◽

Climate Change Impact ◽

Yield Prediction ◽

Learning Methods ◽

Climate Change Impact Assessment ◽

Machine Learning Methods ◽

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Deep machine learning approach to develop a new asphalt pavement condition index

Construction and Building Materials ◽

10.1016/j.conbuildmat.2020.118513 ◽

2020 ◽

Vol 247 ◽

pp. 118513 ◽

Author(s):

Hamed Majidifard ◽

Yaw Adu-Gyamfi ◽

William G. Buttlar

Keyword(s):

Machine Learning ◽

Asphalt Pavement ◽

Condition Index ◽

Learning Approach ◽

Pavement Condition ◽

Machine Learning Approach ◽

Pavement Condition Index

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Climate change: Impact on agriculture and costs of adaptation

10.2499/0896295354 ◽

2009 ◽

Author(s):

International Food Policy Research Institute (IFPRI)

Keyword(s):

Climate Change ◽

Climate Change Impact ◽

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VALIDITY OF GARBER MODEL IN PREDICTING PAVEMENT CONDITION INDEX OF FLEXIBLE PAVEMENT IN KERBALA CITY

Kufa Journal of Engineering ◽

10.30572/2018/kje/090211 ◽

2018 ◽

Vol 09 (02) ◽

pp. 139-151

Author(s):

Hussein Ewadh ◽

◽

Raid Almuhanna ◽

Saja Alasadi ◽

◽

...

Keyword(s):

Condition Index ◽

Flexible Pavement ◽

Pavement Condition ◽

Pavement Condition Index

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Effect of Sample Unit Size and Number of Survey Distress Types on the Pavement Condition Index (PCI) for Asphalt-Surfaced Roads.

10.21236/ada310687 ◽

1996 ◽

Author(s):

Mohamed Y. Shahin ◽

Chad Stock ◽

Lisa Beckberger ◽

Chao-Ming Wang ◽

M. R. Crrovetti

Keyword(s):

Condition Index ◽

Unit Size ◽

Pavement Condition ◽

Sample Unit ◽

Pavement Condition Index

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Estimating Groundwater Balance in the Presence of Climate Change Impact: A Case Study of Semi-Arid Area

Journal of Bioscience and Applied Research ◽

10.21608/jbaar.2019.114536 ◽

2019 ◽

Vol 5 (4) ◽

pp. 437-455

Author(s):

Mohammed Nanekely ◽

Furat Al-Faraj ◽

Miklas Scholz

Keyword(s):

Climate Change ◽

Climate Change Impact ◽

Arid Area ◽

Groundwater Balance ◽

Change Impact ◽

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UNCERTAINTY OF REGIONAL CLIMATE MODEL AND IMPACT ASSESSMENT MODEL TOWARD CLIMATE CHANGE IMPACT ASSESSMENT

Journal of Japan Society of Civil Engineers Ser B1 (Hydraulic Engineering) ◽

10.2208/jscejhe.74.5_i_109 ◽

2018 ◽

Vol 74 (5) ◽

pp. I_109-I_114

Author(s):

Yasuyuki MARUYA ◽

Morihiro HARADA ◽

Rui ITO ◽

Hiroaki KAWASE ◽

Koji DAIRAKU ◽

...

Keyword(s):

Climate Change ◽

Impact Assessment ◽

Regional Climate Model ◽

Climate Change Impact ◽

Climate Model ◽

Regional Climate ◽

Assessment Model ◽

Climate Change Impact Assessment ◽

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COMPARISON BETWEEN STATISTICAL CORRECTION METHOD AND DYNAMICAL DOWNSCALING FOR JRA-55 IN RIVER BASIN SCALE TOWARD CLIMATE CHANGE IMPACT ASSESSMENT

Journal of Japan Society of Civil Engineers Ser B1 (Hydraulic Engineering) ◽

10.2208/jscejhe.75.2_i_1123 ◽

2019 ◽

Vol 75 (2) ◽

pp. I_1123-I_1128

Author(s):

Yasuyuki MARUYA ◽

Satoshi WATANABE ◽

Ichiro TAMAGAWA

Keyword(s):

Climate Change ◽

Impact Assessment ◽

River Basin ◽

Climate Change Impact ◽

Dynamical Downscaling ◽

Correction Method ◽

Climate Change Impact Assessment ◽

Statistical Correction ◽

Basin Scale ◽

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PREDICTION OF CLIMATE CHANGE IMPACT ON THROUGHFLOW IN THE SETO INLAND SEA USING A LAND-OCEAN INTEGRATED MODEL

Journal of Japan Society of Civil Engineers Ser B2 (Coastal Engineering) ◽

10.2208/kaigan.76.2_i_1105 ◽

2020 ◽

Vol 76 (2) ◽

pp. I_1105-I_1110

Author(s):

Hiroshi YOSHINARI ◽

Hironori HIGASHI ◽

Satoshi NAKADA

Keyword(s):

Climate Change ◽

Climate Change Impact ◽

Integrated Model ◽

Seto Inland Sea ◽

The Seto Inland Sea ◽

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