Journal of Civil Structural Health Monitoring

Article	Citations
Application of artificial neural network to predict dynamic displacements from measured strains for a highway bridge under traffic loads	71
Intelligent leak detection method for low-pressure gas pipeline inside buildings based on pressure fluctuation identification	60
Special issue on knowledge, evaluation and preservation of cultural heritage	39
Vibration-based and computer vision-aided nondestructive health condition evaluation of rail track structures	38
Recognition and location of steel structure surface corrosion based on unmanned aerial vehicle images	38
Controlled demolition: novel monitoring and experimental validation of blast-induced full-scale existing high-rise building implosion using numerical finite element simulations	37
Development and implementation of medium-fidelity physics-based model for hybrid digital twin-based damage identification of piping structures	35
Reconstruction of structural acceleration response based on CNN-BiGRU with squeeze-and-excitation under environmental temperature effects	33
Novel R-C-C fusion machine learning method for automatic damage detection of heritage buildings using 3D point cloud data	31
Evaluation of vibration properties of an 18-story mass timber–concrete hybrid building by on-site vibration tests	30
SCSHM benchmark study on bridge in-service structural monitoring	30
A sprayed grid coating sensor for the quantitative monitoring of fatigue cracks in steel bridges	28
Correction: Essential dynamic characterization of a historical bridge: integrated experimental and numerical investigations	28
Fatigue crack detection in welded structural components of steel bridges using artificial neural network	27
Study on the dispersion characteristics of the 60D40 turnout rail based on energy distribution	26
Field tests and numerical analysis of the effects of scour on a full-scale soil–foundation–structural system	25
Hidden Markov models for pipeline damage detection using piezoelectric transducers	24
Tension estimation methods for two cables connected by an intersection clamp using natural frequencies	24
An integrated system for tunnel construction safety control based on BIM–IoT–PSO	23
Detecting, localizing, and quantifying damage using two-dimensional sensing sheet: lab test and field application	23
Optimized finite element analysis and strengthening assessment of the I-39 Kishwaukee bridge utilizing proof load testing	23
Damage identification of non-dispersible underwater concrete columns under compression using impedance technique and stress-wave propagation	22
Experimental investigation and damage evaluation of a novel bond type anchorage for carbon fiber reinforced polymer tendons	22
Reconstructing missing InSAR data by the application of machine leaning-based prediction models: a case study of Rieti	21
A hybrid method for strand looseness identification in post-tensioned system using FEM and ANN	21

Mexico City during and after the September 19, 2017 earthquake: Assessment of seismic resilience and ongoing recovery process	20
Experimental measurement-based FE model updating and seismic response of Santa Maria Church and its guesthouse building	20
Force evaluation of internal cable of prestressed grids based on field monitoring and hierarchical objective model updating	19
Methodology for selecting measurement points that optimize information gain for model updating	19
Strain predictions at unmeasured locations of a substructure using sparse response-only vibration measurements	19
A pilot project for the long-term structural health monitoring of historic city gates	19
Automatic pixel-level bridge crack detection using learning context flux field with convolutional feature fusion	18
Evolution of modal parameters of composite wind turbine blades under short- and long-term forced vibration tests	18
Thermal deformation monitoring of a highway bridge: combined analysis of geodetic and satellite-based InSAR measurements with structural simulations	18
Analysis of structural vibration characteristics of embankment dam based on DVMD–VDR	17
Probabilistic damage detection using a new likelihood-free Bayesian inference method	17
A three-stage detection algorithm for automatic crack-width identification of fine concrete cracks	17
Tram- and train-induced vibrations in the National Etruscan Museum of Villa Giulia in Rome	17
A direct method to detect and localise damage using longitudinal data of ends-of-span rotations under live traffic loading	17
A highly efficient adaptive geomagnetic signal filtering approach using CEEMDAN and salp swarm algorithm	17
Structural safety evaluation using proof loads based on Bayesian inference	16
Output-only entropy-based damage detection using transmissibility function	16
Probabilistic SDDLV method for localizing damage in bridges monitored within one cluster under time-varying environmental temperatures	16
Real-time vehicle identification using two-step LSTM method for acceleration-based bridge weigh-in-motion system	16
Dynamic structural health monitoring of a model wind turbine tower using distributed acoustic sensing (DAS)	16
Micro-deformation monitoring technology and optimization method for the rail surface of high-speed railway operation lines with adjacent constructions	16
An adaptive identification method for outliers in dam deformation monitoring data based on Bayesian model selection and least trimmed squares estimation	15
Vibration monitoring of stadia grandstands: real-time and long-term approaches	15
Systematical vibration data recovery based on novel convolutional self-attention networks	15
Large-scale distributed fiber optic sensing network for short and long-term integrity monitoring of tunnel linings	15
Leveraging deep learning techniques for condition assessment of stormwater pipe network	15
Structural damage identification using improved dynamic time warping fast algorithm based on largest triangle three buckets dimensionality reduction	15
Robust capacitance sensors for wireless bridge scour monitoring	15
Prestress force and moving force identification in prestressed concrete bridges via Lagrangian polynomial-based load shape function approach	15
A hybrid wavelet-deep learning approach for vibration-based damage detection in monopile offshore structures considering soil interaction	14
Domain-adapted Gaussian mixture models for population-based structural health monitoring	14
B-CNN: a deep learning method for accelerometer-based fatigue cracks monitoring system	14
A novel and robust data anomaly detection framework using LAL-AdaBoost for structural health monitoring	14
Image-based automatic multiple-damage detection of concrete dams using region-based convolutional neural networks	14
Dynamic strain-based monitoring of a historical Vierendeel truss bridge under changing environmental and support conditions	14
Experimental verification for load rating of steel truss bridge using an improved Hamiltonian Monte Carlo-based Bayesian model updating	14
Model updating of Masonry courtyard walls of the historical Isabey mosque using ambient vibration measurements	14
Unsupervised environmental operating condition compensation strategies in a guided ultrasonic wave monitoring system: evaluation and comparison	14
Dynamic Stacking ensemble monitoring model of dam displacement based on the feature selection with PCA-RF	14
Damage identification of single-layer cylindrical latticed shells based on the model updating technique	13
Drive-by scour damage detection in railway bridges using deep autoencoder and different sensor placement strategies	13
Structural damage detection of 3-D truss structure using nodal response analysis	13
Digital modeling approach of distributional mapping from structural temperature field to temperature-induced strain field for bridges	13
A machine learning-based data augmentation strategy for structural damage classification in civil infrastructure system	13
Deep Gaussian process regression for damping of a long-span bridge under varying environmental and operational conditions	13
Non-destructive damage detection for steel pipe scaffolds using MFL-based 3D defect visualization	13
Self-excited hoisting chain tension measurements for dam spillway gates and identification of uneven hoisting	12
Civil infrastructure defect assessment using pixel-wise segmentation based on deep learning	12
Structural health monitoring and fatigue life reliability assessment of a flexible structure in extreme wind	12
Transfer learning for probabilistic localization of hidden cracks in concrete structures	12

A two-step procedure for damage detection in beam structures with incomplete mode shapes	12
Temporal–spatial coupled model for multi-prediction of tunnel structure: using deep attention-based temporal convolutional network	12
Prediction of topside displacement of offshore platforms based on multi-source data fusion with multilayer perceptron neural network	12
Environmental effects on the experimental modal parameters of masonry buildings: experiences from the Italian Seismic Observatory of Structures (OSS) network	12
Building information modeling-based bridge health monitoring for anomaly detection under complex loading conditions using artificial neural networks	11
Special issues: Digital transformation and intelligent infrastructure for CSHM and vibration-based monitoring of civil structures: innovative applications and lessons learned	11
In Memoriam	11
Performance monitoring of TBM tunnel: a case study of the West Qinling tunnel	11
Dynamic monitoring of a masonry arch rail bridge using a distributed fiber optic sensing system	11
Thermal analysis of RCC dams during construction considering different ambient boundary conditions at the upstream and downstream faces	11
Adaptive sparse wavelet packet node selection algorithm for impulse signal compression in railway tracks	11
Fatigue damage evaluation and verification of steel wire rope based on magnetic flux leakage	11
Defect detection method of underwater bored cast-in-place pile based on optical image in borehole	11
Development of slope deformation monitoring system based on tilt sensors with low-power wide area network technology and its application	11
Structural damage localization based on wavelet packet analysis under varying environment effects	11
Rapid seismic performance evaluation of existing frame structures using equivalent SDOF modeling and prior dynamic testing	10
Image-based bolt-loosening detection using an improved homography-based perspective rectification method	10
Ambient vibration testing and operational modal analysis of monopole telecoms structures	10
Development and field evaluation of a low-cost bridge bearing movement monitoring system	10
Correction: A hybrid wavelet-deep learning approach for vibration-based damage detection in monopile offshore structures considering soil interaction	10
An improved multi-task approach for SHM missing data reconstruction using attentive neural process and meta-learning	10
RC column damaged classification based on deep contrasted attention	10
Automated classification and localization of sewer pipe defects in small-sample CCTV imagery: an enhanced transformer-based framework	10
Non-contact vehicle weight identification method based on explainable machine learning models and computer vision	9
Correction: Bridge deformation quantiles prediction with MVO-CNN-BiLSTM based on mixed attention mechanism and periodic multi-source information fusion	9
Health assessment and self-powered corrosion monitoring system for deteriorated bridges	9
Modal tracking under large environmental influence	9
Monitoring dynamic behavior of bridges through wavelet transform of laser doppler vibrometer signal	9
Detection and analysis of slurry jacket for pipe jacking construction in soft ground	9
Bending moment distribution estimation of an actual steel building structure by microstrain measurement under small earthquakes	9
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	9
Multisensor data fusion-based structural health monitoring for buried metallic pipelines under complicated stress states	9
Seismic response and ambient vibrations of a Mediaeval Tower in the Mugello area (Italy)	9
Investigation into vibration-based structural damage identification and amplitude-dependent damping ratio of reinforced concrete bridge deck slab under different loading states	8
Development and applications of slope and river monitoring system using low-power wide-area network technology	8
Automated subway tunnel lining crack classification and detection based on two-step sequential convolutional neural network	8
Using limited roving sensors to monitor bridge subjected to random traffic load	8
An automated health monitoring system for uncoordinated deformation between the metro station side wall and row piles	8
Validation of an FE model updating procedure for damage assessment using a modular laboratory experiment with a reversible damage mechanism	8
Automatic detection of delamination on tunnel lining surfaces from laser 3D point cloud data by 3D features and a support vector machine	8
All-season monitoring of concrete repair in an urban tunnel in Brussels using embedded ultrasonic transducers with emphasis on robustness to environmental variations	8
Determination of future creep and seismic behaviors of dams using 3D analyses validated by long-term levelling measurements	8
Structural damage information amplification methodology based on cluster Mahalanobis distance cumulant and IMFs	8
Variations of natural frequencies of masonry minarets due to environmental effects	8
Crack width measurement with OFDR distributed fiber optic sensors considering strain redistribution after structure cracking	7
Field monitoring of the movements and deformations of two subway tunnels during the construction of an overcrossing tunnel: a case study	7
Deep learning-based visual defect-inspection system for reinforced concrete bridge substructure: a case of Thailand’s department of highways	7
Distributed dynamic fibre-optic strain monitoring of the behaviour of a skewed masonry arch railway bridge	7
A force-adaptive percussion method for bolt looseness assessment	7
Multilevel diagnosis of bridge bearing wear by monitoring equivalent sliding friction coefficient	7
New approach to monitor bridge piers subjected to scour using rocking vibrations: theoretical and experimental identification of two vibration modes	7
Tilt mapping for zigzag-shaped concrete panel in retaining structure using terrestrial laser scanning	7
A method suitable for tunnel inspection robots to diagnose multi-defects of structures using the extraction of hybrid visual features	7
A data-based structural health monitoring approach for damage detection in steel bridges using experimental data	7
On the combined use of satellite and on-site information for monitoring anomalous trends in structures within cultural heritage sites	7
Dynamic identification methods and artificial intelligence algorithms for damage detection of masonry infills	7
Farewell and welcome	7
Innovative stabilization diagram for automated structural modal identification based on ERA and hierarchical cluster analysis	7
Dynamic testing and finite element model updating for a viaduct structural assessment	7
Foreword	7
Improved extreme learning machine-based dam deformation prediction considering the physical and hysteresis characteristics of the deformation sequence	7
Tracking long-term modal behaviour of a footbridge and identifying potential SHM approaches	6
Structural damage identification based on variational mode decomposition–Hilbert transform and CNN	6
Spatio-temporal analysis of georeferenced time-series applied to structural monitoring	6
Experimental study on the force-magnetic relationship of steel box girder based on metal magnetic memory	6
Short-distance and long-distance bridge displacement measurement based on template matching and feature detection methods	6
Building damage inspection method using UAV-based data acquisition and deep learning-based crack detection	6
Investigating corrosion-induced deterioration in bolted steel plate joints using guided wave ultrasonic inspection	6
Experimental study on the damage identification of bridge expansion joints	6
A novel structural damage detection strategy based on VMD-FastICA and ESSAWOA	6
Vertical dynamic measurements of a railway transition zone: a case study in Sweden	6
Clustering evaluation of internal structural defects in ancient and replica antique green bricks based on ultrasonic detection	6
Real-time seepage health monitoring using spatial autocorrelation of distributed temperature data from fiber optic sensor	6
A tunnel structure health monitoring method based on surface strain monitoring	6
Research on the ring strain of the segment for large-section underwater shield tunnels	6
Field vibration evaluation and dynamics estimation of a super high-rise building under typhoon conditions: data-model dual driven	6
Automatic detection of mortar loss on masonry building facades based on deep learning	6
Damage detection of truss bridge elements using an enhanced pseudo-local flexibility method	6
Development of a pipe wall thickness measurement sensor based on FBG and permanent magnet technology	5
Bridge deformation quantiles prediction with MVO-CNN-BiLSTM based on mixed attention mechanism and periodic multi-source information fusion	5

Influence of the modal damping ratio calculation method in the analysis of dynamic events obtained in structural health monitoring of bridges	5
Selecting the appropriate wavelet function in the damage detection of precast full panel building based on experimental results and wavelet analysis	5
Enhanced structural health monitoring of ageing Pratt truss bridges: a combined approach of static and dynamic measurements	5
Experimental research and theoretical analysis on blasting fragmentation of concrete structural system using piezoelectric smart sensors	5
Stress concentrations due to simulated corrosion pits in buried metal pipes under longitudinal bending	5
Nonlinear finite element model updating using constrained unscented Kalman filter for condition assessment of reinforced concrete structures	5
Damage identification method of arch bridges using MobileViT and transfer learning	5
Efficient Bayesian inference for finite element model updating with surrogate modeling techniques	5
Dynamic monitoring technique of bored pile pouring process based on multi-frequency ultrasound	5
Retirement of the Editorial Board Member of JCSHM Dr. Toshiyuki Oshima, Professor Emeritus of Kitami Institute of Technology (KIT), Japan	5
P3P: a software suite for autonomous SHM of bridge networks	5
Structural health monitoring systems of long-span bridges in Turkey and lessons learned from experienced extreme events	5
Integration of multi-point influence line information for damage localization of bridge structures	5
ND testing and establishing models of a multi-span masonry arch bridge	5
Innovated bridge health diagnosis model using bridge critical frequency ratio	5
Special issue on intelligent sensing and monitoring of underground pipelines	5
Post-disaster emergency monitoring system and data analysis for a continuous rigid frame bridge in mountain area	5
Long-term deflection monitoring of a heritage, timber truss structure, and development of an integrated emergency alarm program	4
Characterisation and assessment of damage in cable structures	4
Field investigations on distressed highly skewed multi-cell reinforced concrete bridge	4
Deformation prediction during the construction of segmental bridges based on GA-SMO-SVM algorithm: an example of CFST arch bridge	4
Structural assessment of existing R.C. half-joint bridges according to the new Italian guidelines	4
New dehumidification system design and dehumidification test for the main cable of suspension bridge	4
A novel reliability analysis method for a dependent system by copula model: a case study in operation tunnels maintenance	4
Health monitoring of ultra high fiber performance reinforced concrete communication tower using machine learning algorithms	4
Experimental study on structural model failure of cemented material dam	4
Spatial shape identification of long-span suspension bridges using 3d laser scanning technology	4
Zonal intelligent inversion of viscoelastic parameters of high arch dams using an HEST statistical model	4
A hybrid monitoring model of rockfill dams considering the spatial variability of rockfill materials and a method for determining the monitoring indexes	4
Post-earthquake preliminary estimation of residual seismic capacity of RC buildings based on deep learning	4
Special issue on Distributed and quasi-distributed monitoring of civil infrastructure systems	4
Determination of the working stage of beam-to-column connections using longitudinal guided wave	4
A real-time multi-defect automatic identification framework for concrete dams via improved YOLOv5 and knowledge distillation	4
Predictive evaluation of dynamic responses and frequencies of bridge using optimized VMD and genetic algorithm-back propagation approach	4
Real-time structural monitoring of the Campos Novos dam	4
Development, fabrication, and validation of custom-built accelerometers to monitor wave propagation during vibratory soil compaction	4
Correction to: Automation in Bayesian operational modal analysis using clustering‑based interpretation of stabilization diagram	4
High-frequency dynamic distributed fiber optic strain sensing for civil infrastructure applications	4
Optimal UAV camera position for automated computer vision-based inspection of bolt looseness in steel structures based on 4D BIM	4
Experimental and numerical investigation into corrosion-induced mortar/concrete cracking with distributed optical fiber sensors	4
Fine-grained identification of vehicle loads on bridges based on computer vision	4
Identification of boundary conditions of railway bridges using artificial neural networks	4
Seismic damage detection of ultra-high voltage transformer bushings using output-only acceleration responses	3
Structural damage identification using the similarity measure of the cloud model and response surface-based model updating considering the uncertainty	3
Vibration-based monitoring of a cross-laminated timber building in a high seismicity zone	3
Analysis of horizontal bearing capacity of offshore pile foundation based on DPP-BOTDA	3
Automated bridge analysis based on computer vision and improved finite cell method	3
A comparative machine learning approach for entropy-based damage detection using output-only correlation signal	3
Structural deformation monitoring during tunnel construction: a review	3
Automated damping identification of long-span bridge using long-term wireless monitoring data with multiple sensor faults	3
Damage identification of Old ADA steel bridge using discriminant analysis of factor analysis loadings	3
A transfer learning SHM strategy for bridges enriched by the use of speaker recognition x-vectors	3
Dynamic wavelet neural network model for damage features extraction and patterns recognition	3
Quantitative evaluation of bolt pre-load using coda wave interferometry and nonlinear coda wave interferometry: a comparative study	3
A novelty method for monitoring the corrosion extent of steel plates based on Lamb wave	3
Bayesian damage identification based on autoregressive model and MH-PSO hybrid MCMC sampling method	3
Partially online damage detection using long-term modal data under severe environmental effects by unsupervised feature selection and local metric learning	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
Interpreting cumulative displacement in a suspension bridge with a physics-based characterisation of environment and roadway/railway loads	3
Enhancing the credibility of an entropy-based structural health monitoring system using convolutional neural networks	3
Research on bridge structure SAM based on real-time monitoring	3
Field investigation of bicycles for indirect bridge structural health monitoring	3
Initial monitoring of a six-story lightweight timber frame building under different environmental conditions	3
Semi-autonomous inspection for concrete structures using digital models and a hybrid approach based on deep learning and photogrammetry	3
Evolution mechanism of axial force of super-long pipe roof	3
Space-borne DInSAR measurements exploitation for risk classification of bridge networks	3
Field monitoring and analysis for cumulative longitudinal movements of girder ends for the medium-span suspension bridges	3
Parameter-adaptive variational autoencoder for linear/nonlinear blind source separation	3
Defects detection in CFRP reinforced concrete structures by digital shearography	3
Settlement prediction of existing metro induced by new metro construction with machine learning based on SHM data: a comparative study	2
A deep learning approach driven by raw monitoring data for earth/rockfill dam seepage prediction and safety assessment	2
New challenge for Ian Smith	2
Bridge weigh-in-motion using augmented Kalman filter and model updating	2
Robust and versatile vision-based dynamic displacement monitoring of natural feature targets in large-scale structures	2
Monitoring and identification of wire breaks in prestressed concrete cylinder pipe based on distributed fiber optic acoustic sensing	2
Signal difference-based nondestructive low-frequency electromagnetic testing for ferromagnetic material pipe equipment	2
Damage detection combining principal component analysis and deep convolutional neural network with dynamic response from FBG arrays	2
Component extraction method for GNSS displacement signals of long-span bridges	2
Application and comparison of GRNN, BPNN and RBFNN in the prediction of suspender frequency and tension on arch bridge	2
Deformation prediction of underground engineering support structures via the ST-CNN-LSTM model	2
Vision-based transmission tower strain monitoring using industrial camera module and slider strain sensing mechanism	2
Stress evaluation of prestressed concrete beam based on cracking and incompatible deformation	2
Correction: Unsupervised environmental operating condition compensation strategies in a guided ultrasonic wave monitoring system: evaluation and comparison	2
Validation on laboratory simulated optical fibre sensor instrumented bored pile defect using 3D Finite Element Method	2
Probabilistic parameter estimation and reliability assessment of nonlinear structures based on generative adversarial networks with Gaussian process regression	2
Correction to: Development and evaluation of reusable piezo sensors for health monitoring of thin-walled steel structures	2
Monitoring contact seepage between earth-fill dam and trans-dam culvert based on temperature variation regularity of optical fiber	2
Numerical simulation of a magnetic corrosion detector for corrosion detection of steel rebar in concrete	2
Experimental assessment of the performance of terrestrial laser scanners in monitoring the geometric deformations in retaining walls	2
Damage characterization of prestressed cylinder concrete pipe based on distributed fiber optic sensing	2
The impact of sensing parameters on data management and anomaly detection in structural health monitoring	2
Structural performance assessment by acceleration measurements based on null space method and fast independent component analysis for the frame-shear wall structure under earthquake wave	2
Use of structural health monitoring to extend the service life of the Diefenbaker Bridge	2
A Bayesian sampling optimisation strategy for finite element model updating	2
Robust and efficient feature-based method for structural health monitoring of large structures	2