Surface Motion Prediction and Mapping for Road Infrastructures Management by PS-InSAR Measurements and Machine Learning Algorithms

Surface Motion Prediction and Mapping for Road Infrastructures Management by PS-InSAR Measurements and Machine Learning Algorithms

This paper introduces a methodology for predicting and mapping surface motion beneath road pavement structures caused by environmental factors. Persistent Scatterer Interferometric Synthetic Aperture Radar (PS-InSAR) measurements, geospatial analyses, and Machine Learning Algorithms (MLAs) are emplo...

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Bibliographic Details
Main Authors: Nicholas Fiorentini, Mehdi Maboudi, Pietro Leandri, Massimo Losa, Markus Gerke
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Remote Sensing
Subjects:
infrastructure monitoring
PS-InSAR
machine learning
bayesian optimization algorithm
classification and regression tree
support vector machine
Online Access:https://www.mdpi.com/2072-4292/12/23/3976

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