Journal of Civil Structural Health Monitoring

Article	Citations
Modal analysis of flexible photovoltaic support system using multi-source data	99
B-CNN: a deep learning method for accelerometer-based fatigue cracks monitoring system	83
GNSS time-synchronised wireless vision sensor network for structural health monitoring	77
A Kalman filter-based BWIM method with adaptive observation noise estimation using variational modal decomposition	70
Dynamic characteristics of multi-degree-of-freedom frame systems derived from vision-based displacement measurement using consumer-grade camera video	53
Development and implementation of medium-fidelity physics-based model for hybrid digital twin-based damage identification of piping structures	51
Probabilistic damage detection using a new likelihood-free Bayesian inference method	48
Prestress force and moving force identification in prestressed concrete bridges via Lagrangian polynomial-based load shape function approach	47
Reconstruction of structural acceleration response based on CNN-BiGRU with squeeze-and-excitation under environmental temperature effects	46
An integrated system for tunnel construction safety control based on BIM–IoT–PSO	45
Determination of future creep and seismic behaviors of dams using 3D analyses validated by long-term levelling measurements	43
Spatio-temporal analysis of georeferenced time-series applied to structural monitoring	41
Bridge damage detection based on principal component analysis and dynamic time warping	38
Crack width measurement with OFDR distributed fiber optic sensors considering strain redistribution after structure cracking	38
An automated health monitoring system for uncoordinated deformation between the metro station side wall and row piles	37
Automatic detection of delamination on tunnel lining surfaces from laser 3D point cloud data by 3D features and a support vector machine	36
A tunnel structure health monitoring method based on surface strain monitoring	35
An improved multi-task approach for SHM missing data reconstruction using attentive neural process and meta-learning	34
Structural damage information amplification methodology based on cluster Mahalanobis distance cumulant and IMFs	34
Rapid seismic performance evaluation of existing frame structures using equivalent SDOF modeling and prior dynamic testing	34
Automatic detection of loose bolts in pipeline structures based on anti-noise mel cepstrum differential features and deep learning	32
A method suitable for tunnel inspection robots to diagnose multi-defects of structures using the extraction of hybrid visual features	32
Data-driven dynamic response forecasting and anomaly detection in long-span bridges	31
Multisensor data fusion-based structural health monitoring for buried metallic pipelines under complicated stress states	31
Environmental effects on the experimental modal parameters of masonry buildings: experiences from the Italian Seismic Observatory of Structures (OSS) network	30

Development and applications of slope and river monitoring system using low-power wide-area network technology	29
Structural damage identification based on variational mode decomposition–Hilbert transform and CNN	29
Variations of natural frequencies of masonry minarets due to environmental effects	27
Automated multi-type damage detection framework in reinforced concrete structures via data augmentation and deep segmentation networks	27
Experimental study on the damage identification of bridge expansion joints	27
Measurement of stress variation in unbonded and semi-bonded prestressing steel strands using the peak time shift of guided ultrasonic waves	26
Explainable machine learning for condition assessment of communication towers	26
Optimal UAV camera position for automated computer vision-based inspection of bolt looseness in steel structures based on 4D BIM	25
Enhanced structural health monitoring of ageing Pratt truss bridges: a combined approach of static and dynamic measurements	25
Initial monitoring of a six-story lightweight timber frame building under different environmental conditions	25
Automated structural integrity assessment of bridges: a hybrid machine learning and feature-based framework	24
Long-term deflection monitoring of a heritage, timber truss structure, and development of an integrated emergency alarm program	24
Structural assessment of existing R.C. half-joint bridges according to the new Italian guidelines	24
Spatial shape identification of long-span suspension bridges using 3d laser scanning technology	23
Correction to: Automation in Bayesian operational modal analysis using clustering‑based interpretation of stabilization diagram	23
P3P: a software suite for autonomous SHM of bridge networks	23
A real-time multi-defect automatic identification framework for concrete dams via improved YOLOv5 and knowledge distillation	23
Field investigations on distressed highly skewed multi-cell reinforced concrete bridge	23
UAV-based automated 3D condition detection of railroad crossties	22
Automated damage identification for condition monitoring using short and time-varying structural responses	22
Foreword	21
Rapid measuring the static flexibility matrix of bridge structures using an indirect method	21
Analysis of vibration transmission path and influence range of embankment dam structure under vehicle load	21
Self-supervised deep hash image deduplication algorithm for visual inspection of concrete	20
Uncertainty quantification for a deep learning models for image-based crack segmentation	20
An innovative structural health assessment tool for existing precast concrete buildings using deep learning methods and thermal infrared satellite imagery	20
Vibration impact on the platform foundation of Jinan’s historic bell tower induced by road traffic and subway loading	20
Vision-based identification of cable tensions and finite element model verification of a cable-stayed bridge	19
Innovative technologies for structural health monitoring of SFTs: proposal of combination of infrared thermography with mixed reality	19
An AIoT system for real-time monitoring and forecasting of railway temperature	19
Evolutionary game theory-based finite element model updating of a moveable cable-stayed footbridge	19
Real-time sewer defect detection based on YOLO network, transfer learning, and channel pruning algorithm	19
On the performance of data-driven dynamic models for temperature compensation on bridge monitoring data	19
Site-specific traffic modelling and simulation for a major Italian highway based on weigh-in-motion systems accounting for gross vehicle weight limitations	18
Monitoring and identification of wire breaks in prestressed concrete cylinder pipe based on distributed fiber optic acoustic sensing	18
Vision-based transmission tower strain monitoring using industrial camera module and slider strain sensing mechanism	18
Computer vision-based video signal fusion using deep learning architectures	18
Application of the artificial neural network and enhanced particle swarm optimization to model updating of structures	18
Lightweight YOLO-LYE enables edge intelligence for climbing robotic inspection of the bridge cable sheath defects	18
Monitoring the changes in the dynamic properties of an RC building experiencing column loss	17
Unsupervised transfer learning for structural health monitoring of urban pedestrian bridges	17
Interval prediction of bridge expansion joint evolution: based on complex network analysis and fuzzy information granulation	17
A data enhancement-based quadratic imputation framework for consecutive missing values considering spatiotemporal characteristics of dam deformation	17
Structural health monitoring of a long-span cable-stayed bridge using GNSS observations from a dual-frequency smartphone	16
Light gradient boosting machine for data augmentation optimization and model selection for one-dimensional multiclass damage detection	16
Intelligent recognition of ground penetrating radar images in urban road detection: a deep learning approach	16
Special issue on Structural health monitoring of intelligent infrastructure: advanced research and real-world applications	16
Non-contact measurement of vibration modes of large cable-stayed bridge under ambient conditions: a convenient way of condition monitoring of bridges	16
Understanding of leaning utility poles for visual monitoring of power distribution infrastructure	15
Use of a roving computer vision system to compare anomaly detection techniques for health monitoring of bridges	15

Post-event evaluation of residual capacity of building structures based on seismic monitoring	15
Computer vision-based dynamic identification of a reinforced concrete elevated water tank	15
Special issue “A compendium of the latest progress in civil SHM with applications”	15
A novel method for circumferential joint localization and dislocation detection in subway shield tunnels based on point cloud intensity features and block strategy	15
Bayesian probabilistic model for reinforcement corrosion ratio of reinforcement in concrete prediction based on modified half-cell potential	15
Research on damage identification of large-span spatial structures based on deep learning	15
Mechanical performance assessment of self-anchored suspension footbridge based on integral configuration	15
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	15
A seepage prediction method for earth-rock dams integrating surrogate modeling with hysteresis effect functions	14
Seepage pressure prediction in earth-rock dams using TVF-EMD-LOF outlier detection and CNN-BiLSTM-SAR integrated model	14
Field monitoring and prediction of the thermal response of an in-service curved continuous welded rail using distributed fiber optic strain measurements	14
An adaptive identification method for outliers in dam deformation monitoring data based on Bayesian model selection and least trimmed squares estimation	14
Structural damage detection of 3-D truss structure using nodal response analysis	14
Hinge damage diagnosis of a prefabricated beam bridge using the difference between quasi-static displacement influence lines	14
Self-excited hoisting chain tension measurements for dam spillway gates and identification of uneven hoisting	14
Very high resolution bridge deformation monitoring using UAV-based photogrammetry	14
Analysis of structural vibration characteristics of embankment dam based on DVMD–VDR	14
Identification of hinge joints damage in hollow slab bridges based on lateral distribution influence line inversion	14
Prediction of topside displacement of offshore platforms based on multi-source data fusion with multilayer perceptron neural network	14
A method for scour dynamic identification of single pile foundations based on adaptive noise hybrid filter	14
Intelligent damage monitoring system for hydraulic structures with the detection–segmentation collaborative framework	14
Explicit uncertainty propagation in Mahalanobis squared distance for reliable damage detection of bridges using experimental data	14
Non-contact vehicle weight identification method based on explainable machine learning models and computer vision	13
A two-step procedure for damage detection in beam structures with incomplete mode shapes	13
Performance monitoring of TBM tunnel: a case study of the West Qinling tunnel	13
Operational modal analysis of a ten-storey building featuring vertical modes	13
Defect detection method of underwater bored cast-in-place pile based on optical image in borehole	13
Detecting missing barricades using 3D volume construction and deep learning algorithm for the safe operation on construction sites	13
Enhancing multi-objective prediction of settlement around foundation pit using explainable machine learning	13
Evaluating neural radiance fields for effective rebar inspection	12
Detection of prestressing wire breaks in post-tensioned concrete structures using distributed fiber optic strain sensing	12
Geometric features extraction and automated classification for damage assessment using LiDAR data	12
Automatic detection of mortar loss on masonry building facades based on deep learning	12
Experimental study on the force-magnetic relationship of steel box girder based on metal magnetic memory	12
Intelligent acoustic monitoring and fault recognition in utility tunnels: a hybrid E-VMD and CNN-based approach	12
Improvement for an optimization algorithm and its application in structural model updating	11
A hybrid data-model driven approach for predicting extreme typhoon-induced tower crane responses	11
Efficient and accurate 3D reconstruction in a featureless tunnel environment: a robust LiDAR-Inertial SLAM tightly coupled with wheel odometry	11
Damage identification method of long-span spatial structure based on time-series model of measured data	11
Correction: Unsupervised environmental operating condition compensation strategies in a guided ultrasonic wave monitoring system: evaluation and comparison	11
Class-wise histogram matching-based domain adaptation in deep learning-based bridge element segmentation	11
Health monitoring of ultra high fiber performance reinforced concrete communication tower using machine learning algorithms	11
Defect segmentation and 3D reconstruction in concrete structures using SAM 2 and 3D Gaussian splatting	11
Robust and efficient feature-based method for structural health monitoring of large structures	11
Tension-bending coupled fatigue life evaluation of steel wire suspenders of a novel designed main-cable-looped suspension bridge under random traffic flow	11
Experimental study on structural model failure of cemented material dam	11
A critical review of bridge scour monitoring methods	11
Structural response prediction of large-scale foundation pit based on multi-stage clustering and LSTM	11
Experimental assessment of the performance of terrestrial laser scanners in monitoring the geometric deformations in retaining walls	10
Damage detection combining principal component analysis and deep convolutional neural network with dynamic response from FBG arrays	10
Integrating material characteristics into compaction assessment: a VMD-SDP/STFT and deep learning approach for rockfill quality monitoring	10
Signal difference-based nondestructive low-frequency electromagnetic testing for ferromagnetic material pipe equipment	10
Generative adversarial networks for labeled acceleration data augmentation for structural damage detection	10
Monitored seismic performance assessment of cable‑stayed bridges during the 2023 Kahramanmaraş earthquakes (M7.7 and M7.6)	10
Physics-informed neural network-based methodology for joint identification of foundation voids and structural deformations of buried water pipelines	10
Block masonry equation-based model updating of a masonry minaret and seismic performance evaluation	10
Operational modal damping identification based on compressive sensing	9
Underwater adaptation of rebound hammer for concrete strength testing: experimental development and field validation	9
Influence of vehicle traffic on modal-based bridge monitoring	9
Quantifying the impact of subgrade stiffness on the railway dynamic load factor using instrumented wheelset and MRail measurements	9
Estimating strain responses of beams in steel moment-resisting frames using limited acceleration data	9
Temperature-induced deflection separation based on bridge deflection data using the TVFEMD-PE-KLD method	9
Deep learning-based multi-category disease semantic image segmentation detection for concrete structures using the Res-Unet model	9
Temperature monitoring experiment and numerical simulation of the orifice structure in an arch dam considering solar radiation effects	9
Structural health monitoring of offshore wind turbines using distributed acoustic sensing (DAS)	9
Methodological approach to the in-situ monitoring system of cross-laminated timber basement walls	9
Identification of multiple bridge frequencies using a movable test vehicle by approximating axle responses to contact-point responses: theory and experiment	9
Prediction and interpretation of the deformation behaviour of high arch dams based on a measured temperature field	9
Computer vision-based displacement measurement using spatio-temporal context and optical flow considering illumination variation	9
Automatic pixel-level detection and measurement of corrosion-related damages in dim steel box girders using Fusion-Attention-U-net	9
An FDD-based modal parameter-less proportional flexibility-resembling matrix for response-only damage detection	9
Analysis and validation of theoretical equations for a seismic isolation system with a multi-level friction damper	9
Study on the shear mechanical response and failure characteristics of prefabricated double-cabin utility tunnel joints	9
UAV-based 3D segmentation and structural damage assessment of regional buildings	9
Mode-shape-based tension and bending stiffness estimation method for Nielsen–Lohse bridge cables without removing intersection clamps	8
Integrated analysis of instrumentation data for structural health assessment and behavior prediction of arch dams	8
CNN federated learning for vibration-based damage identification of submerged structure-foundation system	8
A sprayed grid coating sensor for the quantitative monitoring of fatigue cracks in steel bridges	8
Bridge foundation scour depth identification method based on vehicle braking excitation and generalized regression neural network	8
Developing a transferable YOLO-DeepCrack model for surface defect detection in CFRP-strengthened concrete	8

Eulerian fast motion identification algorithm for deformation measurement of cable-stayed bridge	8
Structural health monitoring of an onshore steel wind turbine	8
Damage detection in a single-span prestressed concrete girder bridge under environmental variations using Gaussian process regression validated by physics-guided surrogate modeling	8
Experimental measurement-based FE model updating and seismic response of Santa Maria Church and its guesthouse building	8
Automated operational modal analysis with adaptive DBSCAN-based algorithm and its engineering application	8
An ensemble method for automatic real-time detection, evaluation and position of exposed subsea pipelines based on 3D real-time sonar system	8
Enhancing computer vision-based bridge traffic identification at nighttime through CycleGAN-enabled data augmentation	8
Optimized finite element analysis and strengthening assessment of the I-39 Kishwaukee bridge utilizing proof load testing	8
Non-destructive damage detection for steel pipe scaffolds using MFL-based 3D defect visualization	8
Evaluation of vibration properties of an 18-story mass timber–concrete hybrid building by on-site vibration tests	8
Experimental investigation on story-to-column pounding between RC buildings via shake table tests	7
Real-time seepage health monitoring using spatial autocorrelation of distributed temperature data from fiber optic sensor	7
Adaptive sparse wavelet packet node selection algorithm for impulse signal compression in railway tracks	7
Damage identification of non-dispersible underwater concrete columns under compression using impedance technique and stress-wave propagation	7
Deep Gaussian process regression for damping of a long-span bridge under varying environmental and operational conditions	7
A three-stage detection algorithm for automatic crack-width identification of fine concrete cracks	7
Dynamic strain-based monitoring of a historical Vierendeel truss bridge under changing environmental and support conditions	7
Monitoring dynamic behavior of bridges through wavelet transform of laser doppler vibrometer signal	7
Automated classification and localization of sewer pipe defects in small-sample CCTV imagery: an enhanced transformer-based framework	7
Clustering evaluation of internal structural defects in ancient and replica antique green bricks based on ultrasonic detection	7
Multilevel diagnosis of bridge bearing wear by monitoring equivalent sliding friction coefficient	7
Image-based bolt-loosening detection using an improved homography-based perspective rectification method	7
Systematical vibration data recovery based on novel convolutional self-attention networks	7
Vibration monitoring of stadia grandstands: real-time and long-term approaches	7
Vibration-based and computer vision-aided nondestructive health condition evaluation of rail track structures	7
Research on control measures for the impact of newly constructed structures crossing over existing tunnels at close range: a case study of the Beijing transportation hub project	7
Short-distance and long-distance bridge displacement measurement based on template matching and feature detection methods	7
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	7
Calibration-free visual vibration monitoring of power equipment using SiamRPN with frame-modified scale correction	7
Field monitoring of the movements and deformations of two subway tunnels during the construction of an overcrossing tunnel: a case study	7
Research on the ring strain of the segment for large-section underwater shield tunnels	7
Special issues: Digital transformation and intelligent infrastructure for CSHM and vibration-based monitoring of civil structures: innovative applications and lessons learned	7
A machine learning-based data augmentation strategy for structural damage classification in civil infrastructure system	7
Drive-by scour damage detection in railway bridges using deep autoencoder and different sensor placement strategies	7
RC column damaged classification based on deep contrasted attention	7
Simplified method of the wave–vehicle–bridge coupled vibration in considering the fluid–structure interaction	7
Investigating corrosion-induced deterioration in bolted steel plate joints using guided wave ultrasonic inspection	7
Parameter-adaptive variational autoencoder for linear/nonlinear blind source separation	6
ND testing and establishing models of a multi-span masonry arch bridge	6
Field investigation of bicycles for indirect bridge structural health monitoring	6
Structural health monitoring of arch dams with deep learning: a comparative study of recurrent neural networks in daily, bi-monthly, and monthly predictions	6
Structure segmentation-based crack detection and performance enhancement in disaster environments	6
Validation of an FE model updating procedure for damage assessment using a modular laboratory experiment with a reversible damage mechanism	6
A novel structural damage detection strategy based on VMD-FastICA and ESSAWOA	6
Enhanced Retinex for subaquatic tunnel cracks via lab space	6
Non-stationary characteristics of measured wind speed of continuous rigid frame bridge with high piers in mountains	6
Enhancing the credibility of an entropy-based structural health monitoring system using convolutional neural networks	6
Anomaly detection of aerodynamic noise from wind turbine blades based on the CNN–LSTM–AS–UNet model	6
Development and field evaluation of a low-cost bridge bearing movement monitoring system	6
Building damage inspection method using UAV-based data acquisition and deep learning-based crack detection	6
Determination of the working stage of beam-to-column connections using longitudinal guided wave	6
Defects detection in CFRP reinforced concrete structures by digital shearography	6
Field monitoring and analysis for cumulative longitudinal movements of girder ends for the medium-span suspension bridges	6
Real-time structural monitoring of the Campos Novos dam	6
Multi-channel synchrosqueezed wavelet transform based identification of modal parameters of a vibrating structure	6
Review on vibration-based damage detection of vehicular bridges considering traffic effects	6
Automated subway tunnel lining crack classification and detection based on two-step sequential convolutional neural network	6
Vision-aided vibration analysis and comfort evaluation of a pedestrian bridge via Bayesian-optimised BiLSTM neural network	5
Predictive evaluation of dynamic responses and frequencies of bridge using optimized VMD and genetic algorithm-back propagation approach	5
Segmentation and grade evaluation of corrosion on hydraulic steel gates based on image-level labels	5
Application and comparison of GRNN, BPNN and RBFNN in the prediction of suspender frequency and tension on arch bridge	5
Scour monitoring of underwater foundations using abrupt changes in cooling rate	5
A multilevel bridge corrosion detection method by transformer-based segmentation in a stitched view	5
Framework for a practical and cost-effective IoT-enhanced structural health monitoring and damage diagnostics system with digital twinning	5
SWLSTNet-GPR: a novel point and probabilistic prediction model for concrete dam displacement based on deep learning algorithms	5
Special issue on recent advances in quality control of bridges and structures	5
Identification of boundary conditions of railway bridges using artificial neural networks	5
Dynamic wavelet neural network model for damage features extraction and patterns recognition	5
Semi-autonomous inspection for concrete structures using digital models and a hybrid approach based on deep learning and photogrammetry	5
Combined passive and active ultrasonic stress wave monitoring of a full-scale laboratory reinforced concrete bridge column subject to reverse-cyclic lateral loading	5
A review of smartphone sensing for structural health monitoring	5
Prognosis of multi-stage degradation of elastomeric rubber bearing through entropy-assisted genetic optimization of Gaussian process regression	5
Time-Transformer for acoustic leak detection in water distribution network	5
An assessment method of rail corrugation based on wheel–rail vertical force and its application for rail grinding	5
Thermal boundary conditions for heat transfer analysis of bridges considering non-uniform distribution of internal air temperature by computational fluid dynamics	5
Structural assessment of the pedestrian bridge accessing Civita di Bagnoregio, Italy	5
Vibration-based monitoring of a cross-laminated timber building in a high seismicity zone	5
Mode shape-aided cable tension identification considering sensor mass effects: theoretical analysis and experimental study	5
Quantitative evaluation of bolt pre-load using coda wave interferometry and nonlinear coda wave interferometry: a comparative study	5
A timestamp-free approach to synchronization error estimation in structural vibration signals	5
Detection of outliers in dam monitoring time series with autoencoders	5
Settlement prediction of existing metro induced by new metro construction with machine learning based on SHM data: a comparative study	5
Millimeter-level deformation monitoring of short suspenders in a kilometer-scale suspension bridge using terrestrial laser scanning	5
Time-lag effect of thermal displacement and its compensation method for long-span bridges	5
Editorial Board Members Professors Thomson and Li	5
Reconstructing missing InSAR data by the application of machine leaning-based prediction models: a case study of Rieti	4
Methodology for selecting measurement points that optimize information gain for model updating	4
Prestressed concrete bridge tested to failure: the Alveo Vecchio viaduct case study	4
Thermal deformation monitoring of a highway bridge: combined analysis of geodetic and satellite-based InSAR measurements with structural simulations	4
Robust capacitance sensors for wireless bridge scour monitoring	4
DInSAR–SBAS satellite monitoring of infrastructures: how temperature affects the “Ponte della Musica” case study	4
Transfer learning for probabilistic localization of hidden cracks in concrete structures	4
Efficient joint loosening damage identification of pipeline structures using a novel joint element model	4
Acoustic resonance method for the rapid and quantitative identification of bolt looseness	4
Correction: Essential dynamic characterization of a historical bridge: integrated experimental and numerical investigations	4