Journal of Civil Structural Health Monitoring

Article	Citations
Structural health monitoring research under varying temperature condition: a review	69
MaDnet: multi-task semantic segmentation of multiple types of structural materials and damage in images of civil infrastructure	56
Bridge health monitoring in environmental variability by new clustering and threshold estimation methods	50
One stage detector (RetinaNet)-based crack detection for asphalt pavements considering pavement distresses and surface objects	46
A framework for assessing the value of information for health monitoring of scoured bridges	42
A data-based structural health monitoring approach for damage detection in steel bridges using experimental data	40
One-dimensional convolutional neural network-based damage detection in structural joints	38
A robotics and computer-aided procedure for defect evaluation in bridge inspection	37
Dynamic structural health monitoring of a model wind turbine tower using distributed acoustic sensing (DAS)	37
Extraction of contact-point response in indirect bridge health monitoring using an input estimation approach	36
Technology for condition and performance evaluation of highway bridges	35
Predicting the compressive strength of unreinforced brick masonry using machine learning techniques validated on a case study of a museum through nondestructive testing	34
Structural damage identification based on substructure method and improved whale optimization algorithm	33
Towards smart cities: crowdsensing-based monitoring of transportation infrastructure using in-traffic vehicles	31
Early warning system for the detection of unexpected bridge displacements from radar satellite data	30
A multiple camera position approach for accurate displacement measurement using computer vision	28
Assessment of bridge natural frequency as an indicator of scour using centrifuge modelling	27
Deep learning-based visual defect-inspection system for reinforced concrete bridge substructure: a case of Thailand’s department of highways	27
A big data analytics strategy for scalable urban infrastructure condition assessment using semi-supervised multi-transform self-training	26
Distributed fiber optic shape sensing along shotcrete tunnel linings: Methodology, field applications, and monitoring results	26
Temperature-induced deflection separation based on bridge deflection data using the TVFEMD-PE-KLD method	25
Identifying damage on a bridge using rotation-based Bridge Weigh-In-Motion	25
A portable monitoring approach using cameras and computer vision for bridge load rating in smart cities	24
Simplified vehicle–bridge interaction for medium to long-span bridges subject to random traffic load	24
Bridge frequency estimation strategies using smartphones	24

An innovative hybrid strategy for structural health monitoring by modal flexibility and clustering methods	23
On the integration of multi-temporal synthetic aperture radar interferometry products and historical surveys data for buildings structural monitoring	23
Time series-based SHM using PCA with application to ASCE benchmark structure	22
Performance-based post-earthquake decision making for instrumented buildings	22
Structural damage identification using modified Hilbert–Huang transform and support vector machine	22
Two-step approach for fatigue crack detection in steel bridges using convolutional neural networks	21
Development of video analytics with template matching methods for using camera as sensor and application to highway bridge structural health monitoring	21
Structural condition assessment of reinforced-concrete bridges based on acoustic emission and strain measurements	20
Seismic and structural health monitoring of Cabril dam. Software development for informed management	20
Building information modeling-based bridge health monitoring for anomaly detection under complex loading conditions using artificial neural networks	19
Using bridge weigh-in-motion systems to monitor single-span bridge influence lines	19
Tracking bridge tilt behaviour using sensor fusion techniques	18
Dynamic monitoring and data analysis of a long-span arch bridge based on high-rate GNSS-RTK measurement combining CF-CEEMD method	18
Thermal response separation for bridge long-term monitoring systems using multi-resolution wavelet-based methodologies	18
Digital modeling approach of distributional mapping from structural temperature field to temperature-induced strain field for bridges	18
Monitoring-based evaluation of dynamic characteristics of a long span suspension bridge under typhoons	18
Comparison of hierarchical clustering based deformation prediction models for high arch dams during the initial operation period	17
Data set from wind, temperature, humidity and cable acceleration monitoring of the Jiashao bridge	17
Using the unit influence line of a bridge to track changes in its condition	17
An optical fiber-based monitoring system to study the seepage flow below the landside toe of a river levee	17
Fibre optic sensing of ageing railway infrastructure enhanced with statistical shape analysis	16
A fast-convergent approach for damage assessment using CMA-ES optimization algorithm and modal parameters	15
Field-testing and numerical simulation of vantage steel bridge	15
Statistical evaluation of wind properties based on long-term monitoring data	15
Partially online damage detection using long-term modal data under severe environmental effects by unsupervised feature selection and local metric learning	15
Performance of signal processing techniques for anomaly detection using a temperature-based measurement interpretation approach	15
Damage identification using the PZT impedance signals and residual learning algorithm	15
Statistical analysis of favorable conditions for thermographic inspection of concrete slabs	15
Seismic damage identification by fitting the nonlinear and hysteretic dynamic response of monitored buildings	14
Innovative stabilization diagram for automated structural modal identification based on ERA and hierarchical cluster analysis	14
Structural health monitoring using high-dimensional features from time series modeling by innovative hybrid distance-based methods	14
Tilt mapping for zigzag-shaped concrete panel in retaining structure using terrestrial laser scanning	14
Long-term strain measurements of traffic and temperature effects on an RC bridge deck slab strengthened with an R-UHPFRC layer	14
Bayesian damage identification based on autoregressive model and MH-PSO hybrid MCMC sampling method	14
Concrete arch dam behavior prediction using kernel-extreme learning machines considering thermal effect	14
Bridge flexural rigidity calculation using measured drive-by deflections	13
Distributed fiber optic sensing along driven ductile piles: Design, sensor installation and monitoring benefits	13
Modal identification of concrete dams under natural excitation	13
Distributed dynamic fibre-optic strain monitoring of the behaviour of a skewed masonry arch railway bridge	13
Real-time cable tension estimation from acceleration measurements using wireless sensors with packet data losses: analytics with compressive sensing and sparse component analysis	13
Recognition and location of steel structure surface corrosion based on unmanned aerial vehicle images	13
Performance of hybrid decomposition algorithm under heavy noise condition for health monitoring of structure	12
Progressive numerical model validation of a bowstring-arch railway bridge based on a structural health monitoring system	12
Bayesian model updating of a twin-tower masonry structure through subset simulation optimization using ambient vibration data	12
Mitigation of geohazard risk along transportation infrastructures with optical fiber distributed sensing	12
Generative adversarial networks for labeled acceleration data augmentation for structural damage detection	12
UAV vision detection method for crane surface cracks based on Faster R-CNN and image segmentation	12
A structural damage detection algorithm based on discrete wavelet transform and ensemble pattern recognition models	12
Data-driven crack behavior anomaly identification method for concrete dams in long-term service using offline and online change point detection	12
Bearing assessment tool for longitudinal bridge performance	11

Monitoring of corrosion-induced damage to bolted joints using an active sensing method with piezoceramic transducers	11
Multisensor data fusion-based structural health monitoring for buried metallic pipelines under complicated stress states	11
Strain predictions at unmeasured locations of a substructure using sparse response-only vibration measurements	11
Comparison of different finite element model updates based on experimental onsite testing: the case study of San Giovanni in Macerata	11
Evaluation of a novel video- and laser-based displacement sensor prototype for civil infrastructure applications	11
Smartphone-based bridge monitoring through vehicle–bridge interaction: analysis and experimental assessment	10
Structural health monitoring systems of long-span bridges in Turkey and lessons learned from experienced extreme events	10
Experimental verification for load rating of steel truss bridge using an improved Hamiltonian Monte Carlo-based Bayesian model updating	10
Mitigating effects of temperature variations through probabilistic-based machine learning for vibration-based bridge scour detection	10
On the denoising of structural vibration response records from low-cost sensors: a critical comparison and assessment	10
Zonal intelligent inversion of viscoelastic parameters of high arch dams using an HEST statistical model	10
Dynamic Stacking ensemble monitoring model of dam displacement based on the feature selection with PCA-RF	10
A simple PZT transducer design for electromechanical impedance (EMI)-based multi-sensing interrogation	10
Nonlinear finite element model updating using constrained unscented Kalman filter for condition assessment of reinforced concrete structures	10
Bayesian and deterministic surrogate-assisted approaches for model updating of historical masonry towers	10
Study on structural health monitoring of vertical vibration of ballasted track in high-speed railway	10
A new signal reconstruction for damage detection on a simply supported beam subjected to a moving mass	10
Damage identification under ambient vibration and unpredictable signal nature	9
Full-field non-destructive image-based diagnostics of a structure using 3D digital image correlation and laser scanner techniques	9
Settlement prediction of existing metro induced by new metro construction with machine learning based on SHM data: a comparative study	9
Experimental and numerical investigation into corrosion-induced mortar/concrete cracking with distributed optical fiber sensors	9
Mapping temperature contours for a long-span steel truss arch bridge based on field monitoring data	9
Development of laser-based displacement monitoring system and its application to large-scale spatial structures	9
UAV-based smart rock localization for bridge scour monitoring	9
Informed successive condition assessments in bridge maintenance	9
Internal crack detection in concrete pavement using discrete strain sensors	9
Fatigue crack detection in welded structural components of steel bridges using artificial neural network	9
Artificial intelligence-based visual inspection system for structural health monitoring of cultural heritage	9
Vibration investigation for telecom structures with smartphone camera: case studies	9
Displacement mapping of point clouds: application of retaining structures composed of sheet piles	9
Large-scale distributed fiber optic sensing network for short and long-term integrity monitoring of tunnel linings	9
Long-term strain behavior of in-service cable-stayed bridges under temperature variations	8
ND testing and establishing models of a multi-span masonry arch bridge	8
Modal tracking under large environmental influence	8
Health monitoring of timber poles using time–frequency analysis techniques and stress wave propagation	8
Ground penetrating radar for assessment of reinforced concrete wastewater treatment plant	8
Stress concentrations due to simulated corrosion pits in buried metal pipes under longitudinal bending	8
SHM for informed management of civil structures and infrastructure	8
An innovative approach for high-performance road pavement monitoring using black box	8
Experimental vibration analysis of large structures using 3D DIC technique with a novel calibration method	8
Cable tension monitoring through feature-based video image processing	8
A transfer learning SHM strategy for bridges enriched by the use of speaker recognition x-vectors	8
Rapid seismic performance evaluation of existing frame structures using equivalent SDOF modeling and prior dynamic testing	8
Hidden Markov models for pipeline damage detection using piezoelectric transducers	8
Automated generation of FE models of cracked RC beams based on 3D point clouds and 2D images	8
Reduction of wildfire hazard by automated monitoring of vegetation interference with power lines: point cloud analysis combined with cable mechanics	7
Combined joint and member damage identification of skeletal structures by an improved biology migration algorithm	7
Identification of boundary conditions of railway bridges using artificial neural networks	7
Improved extreme learning machine-based dam deformation prediction considering the physical and hysteresis characteristics of the deformation sequence	7
Understanding the guided waves propagation behavior in timber utility poles	7
Combined approach for optimal sensor placement and experimental verification in the context of tower-like structures	7
Dynamic wavelet neural network model for damage features extraction and patterns recognition	7
Image-based automatic multiple-damage detection of concrete dams using region-based convolutional neural networks	7
Deep learning-based condition assessment for bridge elastomeric bearings	7
Distributed monitoring of rail lateral buckling under axial loading	7
Finite element model updating of an 18-story structure using branch-and-bound algorithm with epsilon-constraint	7
Fine-grained identification of vehicle loads on bridges based on computer vision	7
A pilot project for the long-term structural health monitoring of historic city gates	7
Digital prediction model of temperature-induced deflection for cable-stayed bridges based on learning of response-only data	6
Field dynamic performance testing and analysis of polyurethane track and ballasted track in a high-speed railway	6
Real-time monitoring system for scour around monopile foundation of offshore wind turbine	6
Early warning limits for uneven settlement of metro tunnels based on vehicle–track interaction simulations	6
Detecting, localizing, and quantifying damage using two-dimensional sensing sheet: lab test and field application	6
Field measurement and validation of structural dynamic parameters of skyscrapers under super typhoon excitation	6
Experimental investigation of subsurface defect detection in concretes by infrared thermography and convection heat exchange	6
Structural condition assessment of a historical masonry school building using experimental and numerical methods	6
Two-dimensional pitted corrosion localization on coated steel based on fiber Bragg grating sensors	6
Output-only entropy-based damage detection using transmissibility function	6
Domain-adapted Gaussian mixture models for population-based structural health monitoring	6
Use of a roving computer vision system to compare anomaly detection techniques for health monitoring of bridges	6
Data analysis and dynamic characteristic investigation of large-scale civil structures monitored by RTK-GNSS based on a hybrid filtering algorithm	6
Use of structural health monitoring to extend the service life of the Diefenbaker Bridge	6
Long-term monitoring of the track–bridge interaction on an extremely skew steel arch bridge	6
A novel and robust data anomaly detection framework using LAL-AdaBoost for structural health monitoring	6
Prestressed concrete bridge tested to failure: the Alveo Vecchio viaduct case study	6
Detection of uneven hoisting of a Tainter lock gate: a case study for The Dalles Lock and Dam	5
Dynamic deformation monitoring of an offshore platform structure with accelerometers	5
Observed behavior of buildings seismically isolated with CSSs under a low energy earthquake	5
Selecting the appropriate wavelet function in the damage detection of precast full panel building based on experimental results and wavelet analysis	5
Model updating of Masonry courtyard walls of the historical Isabey mosque using ambient vibration measurements	5

Field tests and numerical analysis of the effects of scour on a full-scale soil–foundation–structural system	5
Evaluation of the consistency of bridge inspection quality in New York State	5
Ayvalıkemer (Sillyon) historical masonry arch bridge: a multidisciplinary approach for structural assessment using point cloud data obtained by terrestrial laser scanning (TLS)	5
A methodology to design measurement systems when multiple model classes are plausible	5
Monitoring of the rebar-concrete bond structural health through ultrasonic measurements: application to recycled aggregate concrete	5
Automated damping identification of long-span bridge using long-term wireless monitoring data with multiple sensor faults	5
Mexico City during and after the September 19, 2017 earthquake: Assessment of seismic resilience and ongoing recovery process	5
Probabilistic damage detection using a new likelihood-free Bayesian inference method	5
Automatic pixel-level detection and measurement of corrosion-related damages in dim steel box girders using Fusion-Attention-U-net	5
Nonlinear vibration-based estimation of corrosion-induced deterioration in reinforced concrete	5
Performance assessment of railway multispan steel truss bridge bearing by thermal excitation	5
Displacement analysis of point cloud removed ground collapse effect in SMW by CANUPO machine learning algorithm	5
Ambient vibration testing and operational modal analysis of monopole telecoms structures	5
Tension estimation methods for two cables connected by an intersection clamp using natural frequencies	5
Semi-autonomous inspection for concrete structures using digital models and a hybrid approach based on deep learning and photogrammetry	4
Bending moment distribution estimation of an actual steel building structure by microstrain measurement under small earthquakes	4
Short-distance and long-distance bridge displacement measurement based on template matching and feature detection methods	4
Probabilistic SDDLV method for localizing damage in bridges monitored within one cluster under time-varying environmental temperatures	4
Modal identification and fatigue behavior of Eynel steel arch highway bridge with calibrated models	4
Damage detection of flange bolts in wind turbine towers using dynamic strain responses	4
CNN-based bolt loosening identification framework for prefabricated large-span spatial structures	4
Bridge weigh-in-motion using augmented Kalman filter and model updating	4
Development of slope deformation monitoring system based on tilt sensors with low-power wide area network technology and its application	4
Application of artificial neural network to predict dynamic displacements from measured strains for a highway bridge under traffic loads	4
A hybrid approach for prediction of long-term behavior of concrete structures	4
Piezoelectric-based damage-depth monitoring method for underwater energy-relief blasting technique	4
Bridge scour estimation using unconstrained distributed fiber optic sensors	4
Prediction and interpretation of the deformation behaviour of high arch dams based on a measured temperature field	4
New dehumidification system design and dehumidification test for the main cable of suspension bridge	4
Long-term vibration-based monitoring and seismic performance assessment of a wind turbine	4
A direct method to detect and localise damage using longitudinal data of ends-of-span rotations under live traffic loading	4
Application of multisynchrosqueezing transform for structural modal parameter identification	4
Field performance of wood blocking method for remediating a building in the Canadian Arctic	4
Reducing carbon dioxide emissions through structural health monitoring of bridges	4
Detection of post-earthquake damage inside a concrete arch dam using the electromechanical impedance method	4
Innovative technologies for structural health monitoring of SFTs: proposal of combination of infrared thermography with mixed reality	3
Validation on laboratory simulated optical fibre sensor instrumented bored pile defect using 3D Finite Element Method	3
Interpreting cumulative displacement in a suspension bridge with a physics-based characterisation of environment and roadway/railway loads	3
Intelligent recurrence and prediction of long-term mechanical properties of in-service cable-stayed bridges with ambient temperature and concrete time-dependent effects	3
A novel structural damage detection strategy based on VMD-FastICA and ESSAWOA	3
Damage identification of single-layer cylindrical latticed shells based on the model updating technique	3
Temporal–spatial coupled model for multi-prediction of tunnel structure: using deep attention-based temporal convolutional network	3
Correction to: Building information modeling-based bridge health monitoring for anomaly detection under complex loading conditions using artificial neural networks	3
Full-scale experimental study on temperature field of large-diameter CFST arch bridges under strong radiation and large daily ambient temperature difference	3
Wall length-based deformation monitoring method of brick-concrete buildings in mining area using terrestrial laser scanning	3
Full-scale computational fluid dynamics study on wind condition of the long-span Queensferry Crossing Bridge	3
Damage area identification of underwater structures based on wavelength difference of light source	3
A comparative machine learning approach for entropy-based damage detection using output-only correlation signal	3
Damage detection method for cables based on the change rate of wavelet packet total energy and a neural network	3
Investigation into vibration-based structural damage identification and amplitude-dependent damping ratio of reinforced concrete bridge deck slab under different loading states	3
EEMD-HT transform for identifying modal parameters of fixed offshore jacket platforms using vibration response measurement	3
Vibration-based and computer vision-aided nondestructive health condition evaluation of rail track structures	3
Prediction of long-term maximum settlement deformation of concrete face rockfill dams using hybrid support vector regression optimized with HHO algorithm	3
Temperature-based anomaly diagnosis of truss structure using Markov chain-Monte Carlo method	3
Influence of system changes on closely spaced modes of a large-scale concrete tower for the application to structural health monitoring	3
Identification of damage parameters during flood events applicable to multi-span bridges	3
Structure-type classification and flexibility-based detection of earthquake-induced damage in full-scale RC buildings	3
Development and evaluation of reusable piezo sensors for health monitoring of thin-walled steel structures	3
P3P: a software suite for autonomous SHM of bridge networks	3
Characterisation and assessment of damage in cable structures	3
All-season monitoring of concrete repair in an urban tunnel in Brussels using embedded ultrasonic transducers with emphasis on robustness to environmental variations	3
Micro-deformation monitoring technology and optimization method for the rail surface of high-speed railway operation lines with adjacent constructions	3
Civil infrastructure defect assessment using pixel-wise segmentation based on deep learning	3
Truss bridge anomaly detection using quasi-static rotation response	3
An ensemble method for automatic real-time detection, evaluation and position of exposed subsea pipelines based on 3D real-time sonar system	3
Proof load testing and shear assessment of kishwaukee I-39-river bridge using the modified compression field theory	3
Health monitoring and dynamic analysis of an earth-fill dam at the stage of first impounding: case study—Siahoo dam of Iran	3