Journal of Civil Structural Health Monitoring

Article	Citations
Development and implementation of medium-fidelity physics-based model for hybrid digital twin-based damage identification of piping structures	79
GNSS time-synchronised wireless vision sensor network for structural health monitoring	54
Study on the dispersion characteristics of the 60D40 turnout rail based on energy distribution	53
Probabilistic damage detection using a new likelihood-free Bayesian inference method	48
B-CNN: a deep learning method for accelerometer-based fatigue cracks monitoring system	45
Reconstruction of structural acceleration response based on CNN-BiGRU with squeeze-and-excitation under environmental temperature effects	40
An integrated system for tunnel construction safety control based on BIM–IoT–PSO	36
Modal analysis of flexible photovoltaic support system using multi-source data	34
Prestress force and moving force identification in prestressed concrete bridges via Lagrangian polynomial-based load shape function approach	32
Dynamic characteristics of multi-degree-of-freedom frame systems derived from vision-based displacement measurement using consumer-grade camera video	32
Mexico City during and after the September 19, 2017 earthquake: Assessment of seismic resilience and ongoing recovery process	31
Output-only entropy-based damage detection using transmissibility function	31
Dynamic Stacking ensemble monitoring model of dam displacement based on the feature selection with PCA-RF	29
In Memoriam	29
A method suitable for tunnel inspection robots to diagnose multi-defects of structures using the extraction of hybrid visual features	28
Data-driven dynamic response forecasting and anomaly detection in long-span bridges	28
Automatic detection of delamination on tunnel lining surfaces from laser 3D point cloud data by 3D features and a support vector machine	28
Development and applications of slope and river monitoring system using low-power wide-area network technology	27
Bridge damage detection based on principal component analysis and dynamic time warping	27
Structural damage information amplification methodology based on cluster Mahalanobis distance cumulant and IMFs	26
An automated health monitoring system for uncoordinated deformation between the metro station side wall and row piles	25
An improved multi-task approach for SHM missing data reconstruction using attentive neural process and meta-learning	24
Variations of natural frequencies of masonry minarets due to environmental effects	23
Determination of future creep and seismic behaviors of dams using 3D analyses validated by long-term levelling measurements	22
Spatio-temporal analysis of georeferenced time-series applied to structural monitoring	21

Crack width measurement with OFDR distributed fiber optic sensors considering strain redistribution after structure cracking	21
Environmental effects on the experimental modal parameters of masonry buildings: experiences from the Italian Seismic Observatory of Structures (OSS) network	21
A tunnel structure health monitoring method based on surface strain monitoring	21
Experimental study on the damage identification of bridge expansion joints	21
Rapid seismic performance evaluation of existing frame structures using equivalent SDOF modeling and prior dynamic testing	21
Stress concentrations due to simulated corrosion pits in buried metal pipes under longitudinal bending	20
Multisensor data fusion-based structural health monitoring for buried metallic pipelines under complicated stress states	20
Spatial shape identification of long-span suspension bridges using 3d laser scanning technology	20
Retirement of the Editorial Board Member of JCSHM Dr. Toshiyuki Oshima, Professor Emeritus of Kitami Institute of Technology (KIT), Japan	20
Initial monitoring of a six-story lightweight timber frame building under different environmental conditions	20
Structural damage identification based on variational mode decomposition–Hilbert transform and CNN	20
Correction to: Automation in Bayesian operational modal analysis using clustering‑based interpretation of stabilization diagram	19
Field investigations on distressed highly skewed multi-cell reinforced concrete bridge	19
Long-term deflection monitoring of a heritage, timber truss structure, and development of an integrated emergency alarm program	19
Special issue on Distributed and quasi-distributed monitoring of civil infrastructure systems	19
A real-time multi-defect automatic identification framework for concrete dams via improved YOLOv5 and knowledge distillation	19
Enhanced structural health monitoring of ageing Pratt truss bridges: a combined approach of static and dynamic measurements	18
Measurement of stress variation in unbonded and semi-bonded prestressing steel strands using the peak time shift of guided ultrasonic waves	18
A comparative machine learning approach for entropy-based damage detection using output-only correlation signal	18
Optimal UAV camera position for automated computer vision-based inspection of bolt looseness in steel structures based on 4D BIM	18
Structural assessment of existing R.C. half-joint bridges according to the new Italian guidelines	17
Automated structural integrity assessment of bridges: a hybrid machine learning and feature-based framework	17
Observed behavior of buildings seismically isolated with CSSs under a low energy earthquake	17
Explainable machine learning for condition assessment of communication towers	17
Foreword	17
P3P: a software suite for autonomous SHM of bridge networks	17
A transfer learning SHM strategy for bridges enriched by the use of speaker recognition x-vectors	17
Evolutionary game theory-based finite element model updating of a moveable cable-stayed footbridge	17
Uncertainty quantification for a deep learning models for image-based crack segmentation	16
Rapid measuring the static flexibility matrix of bridge structures using an indirect method	16
Vision-based transmission tower strain monitoring using industrial camera module and slider strain sensing mechanism	16
Vibration impact on the platform foundation of Jinan’s historic bell tower induced by road traffic and subway loading	16
An AIoT system for real-time monitoring and forecasting of railway temperature	16
Vision-based identification of cable tensions and finite element model verification of a cable-stayed bridge	16
Nonlinear characteristics of damaged bridges under moving loads using parameter optimization variational mode decomposition	15
Analysis of vibration transmission path and influence range of embankment dam structure under vehicle load	15
An innovative structural health assessment tool for existing precast concrete buildings using deep learning methods and thermal infrared satellite imagery	15
Bayesian and deterministic surrogate-assisted approaches for model updating of historical masonry towers	15
On the performance of data-driven dynamic models for temperature compensation on bridge monitoring data	15
Self-supervised deep hash image deduplication algorithm for visual inspection of concrete	15
Application of the artificial neural network and enhanced particle swarm optimization to model updating of structures	15
Site-specific traffic modelling and simulation for a major Italian highway based on weigh-in-motion systems accounting for gross vehicle weight limitations	15
Monitoring and identification of wire breaks in prestressed concrete cylinder pipe based on distributed fiber optic acoustic sensing	14
Understanding of leaning utility poles for visual monitoring of power distribution infrastructure	14
Interval prediction of bridge expansion joint evolution: based on complex network analysis and fuzzy information granulation	14
Data analysis and dynamic characteristic investigation of large-scale civil structures monitored by RTK-GNSS based on a hybrid filtering algorithm	14
Computer vision-based video signal fusion using deep learning architectures	14
Monitoring the changes in the dynamic properties of an RC building experiencing column loss	14
A data enhancement-based quadratic imputation framework for consecutive missing values considering spatiotemporal characteristics of dam deformation	14
Unsupervised transfer learning for structural health monitoring of urban pedestrian bridges	14

Innovative technologies for structural health monitoring of SFTs: proposal of combination of infrared thermography with mixed reality	14
Real-time sewer defect detection based on YOLO network, transfer learning, and channel pruning algorithm	14
Special issue on Structural health monitoring of intelligent infrastructure: advanced research and real-world applications	14
On the integration of multi-temporal synthetic aperture radar interferometry products and historical surveys data for buildings structural monitoring	14
Experimental investigation of subsurface defect detection in concretes by infrared thermography and convection heat exchange	13
Non-contact measurement of vibration modes of large cable-stayed bridge under ambient conditions: a convenient way of condition monitoring of bridges	13
Intelligent recognition of ground penetrating radar images in urban road detection: a deep learning approach	13
Computer vision-based dynamic identification of a reinforced concrete elevated water tank	12
Use of a roving computer vision system to compare anomaly detection techniques for health monitoring of bridges	12
Special issue “A compendium of the latest progress in civil SHM with applications”	12
Field monitoring and prediction of the thermal response of an in-service curved continuous welded rail using distributed fiber optic strain measurements	12
Mechanical performance assessment of self-anchored suspension footbridge based on integral configuration	12
Seepage pressure prediction in earth-rock dams using TVF-EMD-LOF outlier detection and CNN-BiLSTM-SAR integrated model	12
Machine learning approach to transient-based leak detection of pressurized pipelines: Classification vs Regression	11
Feasibility study of bridge load testing using ongoing traffic through rapid estimation of traffic load effects for network-level highway bridges assisted by site-specific ETC data	11
Post-event evaluation of residual capacity of building structures based on seismic monitoring	11
UAV vision detection method for crane surface cracks based on Faster R-CNN and image segmentation	11
Research on damage identification of large-span spatial structures based on deep learning	11
Bayesian probabilistic model for reinforcement corrosion ratio of reinforcement in concrete prediction based on modified half-cell potential	11
A two-step procedure for damage detection in beam structures with incomplete mode shapes	10
Defect detection method of underwater bored cast-in-place pile based on optical image in borehole	10
Experimental study on structural model failure of cemented material dam	10
Self-excited hoisting chain tension measurements for dam spillway gates and identification of uneven hoisting	10
An adaptive identification method for outliers in dam deformation monitoring data based on Bayesian model selection and least trimmed squares estimation	10
Experimental study on the force-magnetic relationship of steel box girder based on metal magnetic memory	10
Automatic detection of mortar loss on masonry building facades based on deep learning	10
Enhancing multi-objective prediction of settlement around foundation pit using explainable machine learning	10
A hybrid data-model driven approach for predicting extreme typhoon-induced tower crane responses	10
Prediction of topside displacement of offshore platforms based on multi-source data fusion with multilayer perceptron neural network	10
Structural damage detection of 3-D truss structure using nodal response analysis	10
Hinge damage diagnosis of a prefabricated beam bridge using the difference between quasi-static displacement influence lines	10
Performance monitoring of TBM tunnel: a case study of the West Qinling tunnel	10
Class-wise histogram matching-based domain adaptation in deep learning-based bridge element segmentation	10
Detecting missing barricades using 3D volume construction and deep learning algorithm for the safe operation on construction sites	10
Analysis of structural vibration characteristics of embankment dam based on DVMD–VDR	10
Non-contact vehicle weight identification method based on explainable machine learning models and computer vision	10
Health monitoring of ultra high fiber performance reinforced concrete communication tower using machine learning algorithms	9
Signal difference-based nondestructive low-frequency electromagnetic testing for ferromagnetic material pipe equipment	9
Displacement analysis of point cloud removed ground collapse effect in SMW by CANUPO machine learning algorithm	9
Bridge weigh-in-motion using augmented Kalman filter and model updating	9
Experimental and numerical investigation into corrosion-induced mortar/concrete cracking with distributed optical fiber sensors	9
Correction: Unsupervised environmental operating condition compensation strategies in a guided ultrasonic wave monitoring system: evaluation and comparison	9
Damage identification method of long-span spatial structure based on time-series model of measured data	9
Damage detection combining principal component analysis and deep convolutional neural network with dynamic response from FBG arrays	9
A critical review of bridge scour monitoring methods	9
Dynamic monitoring technique of bored pile pouring process based on multi-frequency ultrasound	9
Prediction and interpretation of the deformation behaviour of high arch dams based on a measured temperature field	9
Structural response prediction of large-scale foundation pit based on multi-stage clustering and LSTM	9
Block masonry equation-based model updating of a masonry minaret and seismic performance evaluation	9
Improvement for an optimization algorithm and its application in structural model updating	8
Data-driven crack behavior anomaly identification method for concrete dams in long-term service using offline and online change point detection	8
Operational modal damping identification based on compressive sensing	8
Monitored seismic performance assessment of cable‑stayed bridges during the 2023 Kahramanmaraş earthquakes (M7.7 and M7.6)	8
Experimental assessment of the performance of terrestrial laser scanners in monitoring the geometric deformations in retaining walls	8
An FDD-based modal parameter-less proportional flexibility-resembling matrix for response-only damage detection	8
Generative adversarial networks for labeled acceleration data augmentation for structural damage detection	8
Robust and efficient feature-based method for structural health monitoring of large structures	8
Tension-bending coupled fatigue life evaluation of steel wire suspenders of a novel designed main-cable-looped suspension bridge under random traffic flow	8
Cogwheel load: a new forced vibration test for bridges?	8
Automated generation of FE models of cracked RC beams based on 3D point clouds and 2D images	7
Structural health monitoring of offshore wind turbines using distributed acoustic sensing (DAS)	7
Computer vision-based displacement measurement using spatio-temporal context and optical flow considering illumination variation	7
Temperature-induced deflection separation based on bridge deflection data using the TVFEMD-PE-KLD method	7
Correction to: Building information modeling-based bridge health monitoring for anomaly detection under complex loading conditions using artificial neural networks	7
Quantifying the impact of subgrade stiffness on the railway dynamic load factor using instrumented wheelset and MRail measurements	7
Identification of multiple bridge frequencies using a movable test vehicle by approximating axle responses to contact-point responses: theory and experiment	7
Influence of vehicle traffic on modal-based bridge monitoring	7
Deep learning-based multi-category disease semantic image segmentation detection for concrete structures using the Res-Unet model	7
Study on the shear mechanical response and failure characteristics of prefabricated double-cabin utility tunnel joints	7
Estimating strain responses of beams in steel moment-resisting frames using limited acceleration data	7
Automatic pixel-level detection and measurement of corrosion-related damages in dim steel box girders using Fusion-Attention-U-net	7
Temperature monitoring experiment and numerical simulation of the orifice structure in an arch dam considering solar radiation effects	7
Analysis and validation of theoretical equations for a seismic isolation system with a multi-level friction damper	7
Integrated analysis of instrumentation data for structural health assessment and behavior prediction of arch dams	7
Full-field non-destructive image-based diagnostics of a structure using 3D digital image correlation and laser scanner techniques	6
Structural health monitoring of an onshore steel wind turbine	6
An ensemble method for automatic real-time detection, evaluation and position of exposed subsea pipelines based on 3D real-time sonar system	6
A machine learning-based data augmentation strategy for structural damage classification in civil infrastructure system	6
Damage identification of single-layer cylindrical latticed shells based on the model updating technique	6
Damage identification of non-dispersible underwater concrete columns under compression using impedance technique and stress-wave propagation	6

Micro-deformation monitoring technology and optimization method for the rail surface of high-speed railway operation lines with adjacent constructions	6
A sprayed grid coating sensor for the quantitative monitoring of fatigue cracks in steel bridges	6
Eulerian fast motion identification algorithm for deformation measurement of cable-stayed bridge	6
Mode-shape-based tension and bending stiffness estimation method for Nielsen–Lohse bridge cables without removing intersection clamps	6
Optimized finite element analysis and strengthening assessment of the I-39 Kishwaukee bridge utilizing proof load testing	6
Vibration-based and computer vision-aided nondestructive health condition evaluation of rail track structures	6
Probabilistic SDDLV method for localizing damage in bridges monitored within one cluster under time-varying environmental temperatures	6
Bridge foundation scour depth identification method based on vehicle braking excitation and generalized regression neural network	6
Drive-by scour damage detection in railway bridges using deep autoencoder and different sensor placement strategies	6
CNN federated learning for vibration-based damage identification of submerged structure-foundation system	6
Vibration monitoring of stadia grandstands: real-time and long-term approaches	6
Systematical vibration data recovery based on novel convolutional self-attention networks	6
Deep Gaussian process regression for damping of a long-span bridge under varying environmental and operational conditions	6
Dynamic strain-based monitoring of a historical Vierendeel truss bridge under changing environmental and support conditions	6
Experimental measurement-based FE model updating and seismic response of Santa Maria Church and its guesthouse building	6
Non-destructive damage detection for steel pipe scaffolds using MFL-based 3D defect visualization	6
Evaluation of vibration properties of an 18-story mass timber–concrete hybrid building by on-site vibration tests	6
Structural safety evaluation using proof loads based on Bayesian inference	6
Research on the ring strain of the segment for large-section underwater shield tunnels	5
Real-time seepage health monitoring using spatial autocorrelation of distributed temperature data from fiber optic sensor	5
Short-distance and long-distance bridge displacement measurement based on template matching and feature detection methods	5
Validation of an FE model updating procedure for damage assessment using a modular laboratory experiment with a reversible damage mechanism	5
A novel structural damage detection strategy based on VMD-FastICA and ESSAWOA	5
Clustering evaluation of internal structural defects in ancient and replica antique green bricks based on ultrasonic detection	5
Field monitoring of the movements and deformations of two subway tunnels during the construction of an overcrossing tunnel: a case study	5
Automated subway tunnel lining crack classification and detection based on two-step sequential convolutional neural network	5
Automated classification and localization of sewer pipe defects in small-sample CCTV imagery: an enhanced transformer-based framework	5
Building damage inspection method using UAV-based data acquisition and deep learning-based crack detection	5
RC column damaged classification based on deep contrasted attention	5
A three-stage detection algorithm for automatic crack-width identification of fine concrete cracks	5
Thermal analysis of RCC dams during construction considering different ambient boundary conditions at the upstream and downstream faces	5
Identification of operational modal parameters for a large floodgate under hydraulic excitation using the blind source separation improved by Hankel matrix singular value and adaptive variational mode	5
Investigating corrosion-induced deterioration in bolted steel plate joints using guided wave ultrasonic inspection	5
Development and field evaluation of a low-cost bridge bearing movement monitoring system	5
Special issues: Digital transformation and intelligent infrastructure for CSHM and vibration-based monitoring of civil structures: innovative applications and lessons learned	5
Defects detection in CFRP reinforced concrete structures by digital shearography	4
Determination of the working stage of beam-to-column connections using longitudinal guided wave	4
Monitoring dynamic behavior of bridges through wavelet transform of laser doppler vibrometer signal	4
Field investigation of bicycles for indirect bridge structural health monitoring	4
Field monitoring and analysis for cumulative longitudinal movements of girder ends for the medium-span suspension bridges	4
Thermal boundary conditions for heat transfer analysis of bridges considering non-uniform distribution of internal air temperature by computational fluid dynamics	4
Editorial Board Members Professors Thomson and Li	4
Real-time structural monitoring of the Campos Novos dam	4
Vibration-based monitoring of a cross-laminated timber building in a high seismicity zone	4
Anomaly detection of aerodynamic noise from wind turbine blades based on the CNN–LSTM–AS–UNet model	4
ND testing and establishing models of a multi-span masonry arch bridge	4
Quantitative evaluation of bolt pre-load using coda wave interferometry and nonlinear coda wave interferometry: a comparative study	4
Improved extreme learning machine-based dam deformation prediction considering the physical and hysteresis characteristics of the deformation sequence	4
Research on bridge structure SAM based on real-time monitoring	4
Multi-channel synchrosqueezed wavelet transform based identification of modal parameters of a vibrating structure	4
Damage area identification of underwater structures based on wavelength difference of light source	4
New dehumidification system design and dehumidification test for the main cable of suspension bridge	4
Dynamic wavelet neural network model for damage features extraction and patterns recognition	4
Partially online damage detection using long-term modal data under severe environmental effects by unsupervised feature selection and local metric learning	4
Structural health monitoring systems of long-span bridges in Turkey and lessons learned from experienced extreme events	4
Enhancing the credibility of an entropy-based structural health monitoring system using convolutional neural networks	4
Non-stationary characteristics of measured wind speed of continuous rigid frame bridge with high piers in mountains	4
Adaptive sparse wavelet packet node selection algorithm for impulse signal compression in railway tracks	4
Multilevel diagnosis of bridge bearing wear by monitoring equivalent sliding friction coefficient	4
Image-based bolt-loosening detection using an improved homography-based perspective rectification method	4
Semi-autonomous inspection for concrete structures using digital models and a hybrid approach based on deep learning and photogrammetry	4
An assessment method of rail corrugation based on wheel–rail vertical force and its application for rail grinding	4
Special issue on recent advances in quality control of bridges and structures	4
Segmentation and grade evaluation of corrosion on hydraulic steel gates based on image-level labels	4
Identification of boundary conditions of railway bridges using artificial neural networks	4
Parameter-adaptive variational autoencoder for linear/nonlinear blind source separation	4
Predictive evaluation of dynamic responses and frequencies of bridge using optimized VMD and genetic algorithm-back propagation approach	4
Structural health monitoring of arch dams with deep learning: a comparative study of recurrent neural networks in daily, bi-monthly, and monthly predictions	4
Long-term strain behavior of in-service cable-stayed bridges under temperature variations	3
Framework for a practical and cost-effective IoT-enhanced structural health monitoring and damage diagnostics system with digital twinning	3
A Bayesian sampling optimisation strategy for finite element model updating	3
Time-Transformer for acoustic leak detection in water distribution network	3
A case study on model updating of long uniform buildings	3
Vehicle axle detection from under-sampled signal through compressed-sensing-based signal recovery	3
High-speed railway seismic response prediction using CNN-LSTM hybrid neural network	3
Cross-correlation difference matrix based structural damage detection approach for building structures	3
Automated crack detection and mapping of bridge decks using deep learning and drones	3
Use of structural health monitoring to extend the service life of the Diefenbaker Bridge	3
Time-lag effect of thermal displacement and its compensation method for long-span bridges	3
Application and comparison of GRNN, BPNN and RBFNN in the prediction of suspender frequency and tension on arch bridge	3
Back analysis using the univariate search method for estimating hanger cable tension	3
Robust structural modal identification using multivariate variational mode decomposition	3
Identification of sliding plate bridge bearing malfunction and its effects on bridge structure under service conditions	3
Semi-automated geometric feature extraction for railway bridges	3
Proof load testing and shear assessment of kishwaukee I-39-river bridge using the modified compression field theory	3
A combined method for vehicle load identification based on machine vision and BP neural network	3
A multilevel bridge corrosion detection method by transformer-based segmentation in a stitched view	3
SWLSTNet-GPR: a novel point and probabilistic prediction model for concrete dam displacement based on deep learning algorithms	3
Detection of outliers in dam monitoring time series with autoencoders	3
A Gaussian damage function combined with sliced finite-element meshing for damage detection	3
Few-shot crack detection based on image processing and improved YOLOv5	3
DInSAR–SBAS satellite monitoring of infrastructures: how temperature affects the “Ponte della Musica” case study	3
Automation in Bayesian operational modal analysis using clustering-based interpretation of stabilization diagram	3
Data set from wind, temperature, humidity and cable acceleration monitoring of the Jiashao bridge	3
Local defect detection using structural health monitoring with semi-non-contact and fully automated instrumentation	3