Journal of Civil Structural Health Monitoring

Article	Citations
One stage detector (RetinaNet)-based crack detection for asphalt pavements considering pavement distresses and surface objects	60
A data-based structural health monitoring approach for damage detection in steel bridges using experimental data	55
Bridge health monitoring in environmental variability by new clustering and threshold estimation methods	54
Dynamic structural health monitoring of a model wind turbine tower using distributed acoustic sensing (DAS)	43
Structural damage identification based on substructure method and improved whale optimization algorithm	40
Early warning system for the detection of unexpected bridge displacements from radar satellite data	40
Deep learning-based visual defect-inspection system for reinforced concrete bridge substructure: a case of Thailand’s department of highways	37
A multiple camera position approach for accurate displacement measurement using computer vision	36
Distributed fiber optic shape sensing along shotcrete tunnel linings: Methodology, field applications, and monitoring results	36
Two-step approach for fatigue crack detection in steel bridges using convolutional neural networks	31
Temperature-induced deflection separation based on bridge deflection data using the TVFEMD-PE-KLD method	31
On the integration of multi-temporal synthetic aperture radar interferometry products and historical surveys data for buildings structural monitoring	26
Digital modeling approach of distributional mapping from structural temperature field to temperature-induced strain field for bridges	26
Generative adversarial networks for labeled acceleration data augmentation for structural damage detection	24
Data set from wind, temperature, humidity and cable acceleration monitoring of the Jiashao bridge	24
Partially online damage detection using long-term modal data under severe environmental effects by unsupervised feature selection and local metric learning	23
Structural damage identification using modified Hilbert–Huang transform and support vector machine	22
Monitoring-based evaluation of dynamic characteristics of a long span suspension bridge under typhoons	22
Building information modeling-based bridge health monitoring for anomaly detection under complex loading conditions using artificial neural networks	21
Comparison of hierarchical clustering based deformation prediction models for high arch dams during the initial operation period	20
Real-time cable tension estimation from acceleration measurements using wireless sensors with packet data losses: analytics with compressive sensing and sparse component analysis	20
Damage identification using the PZT impedance signals and residual learning algorithm	20
Innovative stabilization diagram for automated structural modal identification based on ERA and hierarchical cluster analysis	20
An optical fiber-based monitoring system to study the seepage flow below the landside toe of a river levee	19
Concrete arch dam behavior prediction using kernel-extreme learning machines considering thermal effect	18

Artificial intelligence-based visual inspection system for structural health monitoring of cultural heritage	18
A structural damage detection algorithm based on discrete wavelet transform and ensemble pattern recognition models	18
Bayesian damage identification based on autoregressive model and MH-PSO hybrid MCMC sampling method	17
Recognition and location of steel structure surface corrosion based on unmanned aerial vehicle images	17
Tilt mapping for zigzag-shaped concrete panel in retaining structure using terrestrial laser scanning	17
Development of laser-based displacement monitoring system and its application to large-scale spatial structures	17
Monitoring of corrosion-induced damage to bolted joints using an active sensing method with piezoceramic transducers	17
Strain predictions at unmeasured locations of a substructure using sparse response-only vibration measurements	16
A simple PZT transducer design for electromechanical impedance (EMI)-based multi-sensing interrogation	16
Dynamic Stacking ensemble monitoring model of dam displacement based on the feature selection with PCA-RF	16
Modal identification of concrete dams under natural excitation	16
Data-driven crack behavior anomaly identification method for concrete dams in long-term service using offline and online change point detection	15
Image-based automatic multiple-damage detection of concrete dams using region-based convolutional neural networks	15
Smartphone-based bridge monitoring through vehicle–bridge interaction: analysis and experimental assessment	15
Bayesian and deterministic surrogate-assisted approaches for model updating of historical masonry towers	15
Settlement prediction of existing metro induced by new metro construction with machine learning based on SHM data: a comparative study	15
A transfer learning SHM strategy for bridges enriched by the use of speaker recognition x-vectors	15
Comparison of different finite element model updates based on experimental onsite testing: the case study of San Giovanni in Macerata	14
High-speed railway seismic response prediction using CNN-LSTM hybrid neural network	14
Domain-adapted Gaussian mixture models for population-based structural health monitoring	14
Full-field non-destructive image-based diagnostics of a structure using 3D digital image correlation and laser scanner techniques	14
Experimental vibration analysis of large structures using 3D DIC technique with a novel calibration method	14
Zonal intelligent inversion of viscoelastic parameters of high arch dams using an HEST statistical model	14
Structural health monitoring using high-dimensional features from time series modeling by innovative hybrid distance-based methods	14
Mitigation of geohazard risk along transportation infrastructures with optical fiber distributed sensing	14
Distributed dynamic fibre-optic strain monitoring of the behaviour of a skewed masonry arch railway bridge	14
UAV vision detection method for crane surface cracks based on Faster R-CNN and image segmentation	14
Multisensor data fusion-based structural health monitoring for buried metallic pipelines under complicated stress states	13
Long-term strain behavior of in-service cable-stayed bridges under temperature variations	13
Large-scale distributed fiber optic sensing network for short and long-term integrity monitoring of tunnel linings	13
Structural health monitoring systems of long-span bridges in Turkey and lessons learned from experienced extreme events	13
UAV-based smart rock localization for bridge scour monitoring	12
Experimental and numerical investigation into corrosion-induced mortar/concrete cracking with distributed optical fiber sensors	12
Study on structural health monitoring of vertical vibration of ballasted track in high-speed railway	12
Fatigue crack detection in welded structural components of steel bridges using artificial neural network	12
Damage identification under ambient vibration and unpredictable signal nature	12
On the denoising of structural vibration response records from low-cost sensors: a critical comparison and assessment	12
Identification of boundary conditions of railway bridges using artificial neural networks	12
Evaluation of a novel video- and laser-based displacement sensor prototype for civil infrastructure applications	12
Automated generation of FE models of cracked RC beams based on 3D point clouds and 2D images	12
Progressive numerical model validation of a bowstring-arch railway bridge based on a structural health monitoring system	12
Rapid seismic performance evaluation of existing frame structures using equivalent SDOF modeling and prior dynamic testing	12
A pilot project for the long-term structural health monitoring of historic city gates	12
Structural condition assessment of a historical masonry school building using experimental and numerical methods	11
Dynamic wavelet neural network model for damage features extraction and patterns recognition	11
Hidden Markov models for pipeline damage detection using piezoelectric transducers	11
Fine-grained identification of vehicle loads on bridges based on computer vision	11
Modal tracking under large environmental influence	11
A real-time multi-defect automatic identification framework for concrete dams via improved YOLOv5 and knowledge distillation	11
Mapping temperature contours for a long-span steel truss arch bridge based on field monitoring data	11

Displacement mapping of point clouds: application of retaining structures composed of sheet piles	10
Improved extreme learning machine-based dam deformation prediction considering the physical and hysteresis characteristics of the deformation sequence	10
Vibration investigation for telecom structures with smartphone camera: case studies	10
ND testing and establishing models of a multi-span masonry arch bridge	10
Experimental verification for load rating of steel truss bridge using an improved Hamiltonian Monte Carlo-based Bayesian model updating	10
Displacement analysis of point cloud removed ground collapse effect in SMW by CANUPO machine learning algorithm	10
Nonlinear finite element model updating using constrained unscented Kalman filter for condition assessment of reinforced concrete structures	10
An innovative approach for high-performance road pavement monitoring using black box	10
Data analysis and dynamic characteristic investigation of large-scale civil structures monitored by RTK-GNSS based on a hybrid filtering algorithm	10
Digital prediction model of temperature-induced deflection for cable-stayed bridges based on learning of response-only data	9
Combined approach for optimal sensor placement and experimental verification in the context of tower-like structures	9
Stress concentrations due to simulated corrosion pits in buried metal pipes under longitudinal bending	9
Prestressed concrete bridge tested to failure: the Alveo Vecchio viaduct case study	9
Distributed monitoring of rail lateral buckling under axial loading	9
P3P: a software suite for autonomous SHM of bridge networks	9
Detecting, localizing, and quantifying damage using two-dimensional sensing sheet: lab test and field application	9
Use of a roving computer vision system to compare anomaly detection techniques for health monitoring of bridges	9
Prediction and interpretation of the deformation behaviour of high arch dams based on a measured temperature field	9
Finite element model updating of an 18-story structure using branch-and-bound algorithm with epsilon-constraint	9
Real-time monitoring system for scour around monopile foundation of offshore wind turbine	9
A combined method for vehicle load identification based on machine vision and BP neural network	8
Full-scale experimental study on temperature field of large-diameter CFST arch bridges under strong radiation and large daily ambient temperature difference	8
Semi-autonomous inspection for concrete structures using digital models and a hybrid approach based on deep learning and photogrammetry	8
Model updating of Masonry courtyard walls of the historical Isabey mosque using ambient vibration measurements	8
DInSAR–SBAS satellite monitoring of infrastructures: how temperature affects the “Ponte della Musica” case study	8
Automatic pixel-level detection and measurement of corrosion-related damages in dim steel box girders using Fusion-Attention-U-net	8
Field dynamic performance testing and analysis of polyurethane track and ballasted track in a high-speed railway	8
Short-distance and long-distance bridge displacement measurement based on template matching and feature detection methods	8
Probabilistic damage detection using a new likelihood-free Bayesian inference method	8
Deep learning-based condition assessment for bridge elastomeric bearings	8
Experimental investigation of subsurface defect detection in concretes by infrared thermography and convection heat exchange	8
Damage detection of flange bolts in wind turbine towers using dynamic strain responses	8
A novel and robust data anomaly detection framework using LAL-AdaBoost for structural health monitoring	8
Mexico City during and after the September 19, 2017 earthquake: Assessment of seismic resilience and ongoing recovery process	7
A hybrid approach for prediction of long-term behavior of concrete structures	7
Assessment and monitoring of bridges using various camera placements and structural analysis	7
Development and evaluation of reusable piezo sensors for health monitoring of thin-walled steel structures	7
Bridge weigh-in-motion using augmented Kalman filter and model updating	7
A comparative machine learning approach for entropy-based damage detection using output-only correlation signal	7
Vibration-based and computer vision-aided nondestructive health condition evaluation of rail track structures	7
Field measurement and validation of structural dynamic parameters of skyscrapers under super typhoon excitation	7
Bridge scour estimation using unconstrained distributed fiber optic sensors	7
Dynamic deformation monitoring of an offshore platform structure with accelerometers	7
Selecting the appropriate wavelet function in the damage detection of precast full panel building based on experimental results and wavelet analysis	7
Bending moment distribution estimation of an actual steel building structure by microstrain measurement under small earthquakes	7
Output-only entropy-based damage detection using transmissibility function	7
Personalised federated learning framework for damage detection in structural health monitoring	7
Prediction of long-term maximum settlement deformation of concrete face rockfill dams using hybrid support vector regression optimized with HHO algorithm	7
Use of structural health monitoring to extend the service life of the Diefenbaker Bridge	7
CNN-based bolt loosening identification framework for prefabricated large-span spatial structures	7
A novel reliability analysis method for a dependent system by copula model: a case study in operation tunnels maintenance	7
Early warning limits for uneven settlement of metro tunnels based on vehicle–track interaction simulations	7
Structure-type classification and flexibility-based detection of earthquake-induced damage in full-scale RC buildings	6
Temperature monitoring experiment and numerical simulation of the orifice structure in an arch dam considering solar radiation effects	6
Performance assessment of railway multispan steel truss bridge bearing by thermal excitation	6
Development of slope deformation monitoring system based on tilt sensors with low-power wide area network technology and its application	6
Tension estimation methods for two cables connected by an intersection clamp using natural frequencies	6
Influence of system changes on closely spaced modes of a large-scale concrete tower for the application to structural health monitoring	6
Observed behavior of buildings seismically isolated with CSSs under a low energy earthquake	6
Structural damage identification using the similarity measure of the cloud model and response surface-based model updating considering the uncertainty	6
Damage identification of single-layer cylindrical latticed shells based on the model updating technique	6
Application of artificial neural network to predict dynamic displacements from measured strains for a highway bridge under traffic loads	6
Evaluation of the consistency of bridge inspection quality in New York State	6
Full-scale computational fluid dynamics study on wind condition of the long-span Queensferry Crossing Bridge	6
Validation on laboratory simulated optical fibre sensor instrumented bored pile defect using 3D Finite Element Method	6
Automated damping identification of long-span bridge using long-term wireless monitoring data with multiple sensor faults	6
Civil infrastructure defect assessment using pixel-wise segmentation based on deep learning	6
An ensemble method for automatic real-time detection, evaluation and position of exposed subsea pipelines based on 3D real-time sonar system	5
Modal identification and fatigue behavior of Eynel steel arch highway bridge with calibrated models	5
Few-shot crack detection based on image processing and improved YOLOv5	5
A methodology to design measurement systems when multiple model classes are plausible	5
Reliability assessment of a building complex with four long-span roof structures based on wind tunnel experiments	5
Damage detection method for cables based on the change rate of wavelet packet total energy and a neural network	5
A machine learning-based data augmentation strategy for structural damage classification in civil infrastructure system	5
Micro-deformation monitoring technology and optimization method for the rail surface of high-speed railway operation lines with adjacent constructions	5
Truss bridge anomaly detection using quasi-static rotation response	5
Automation in Bayesian operational modal analysis using clustering-based interpretation of stabilization diagram	5
Proof load testing and shear assessment of kishwaukee I-39-river bridge using the modified compression field theory	5
Real-time sewer defect detection based on YOLO network, transfer learning, and channel pruning algorithm	5
New dehumidification system design and dehumidification test for the main cable of suspension bridge	5

Investigation into vibration-based structural damage identification and amplitude-dependent damping ratio of reinforced concrete bridge deck slab under different loading states	5
A direct method to detect and localise damage using longitudinal data of ends-of-span rotations under live traffic loading	5
Ambient vibrations-supported seismic assessment of the Saint Lawrence Cathedral’s bell tower in Genoa, Italy	5
Assessment of the information gain of several monitoring techniques for bridge structural examination	5
Reducing carbon dioxide emissions through structural health monitoring of bridges	5
Ayvalıkemer (Sillyon) historical masonry arch bridge: a multidisciplinary approach for structural assessment using point cloud data obtained by terrestrial laser scanning (TLS)	5
Interpreting cumulative displacement in a suspension bridge with a physics-based characterisation of environment and roadway/railway loads	5
Ambient vibration testing and operational modal analysis of monopole telecoms structures	5
Field tests and numerical analysis of the effects of scour on a full-scale soil–foundation–structural system	5
Essential dynamic characterization of a historical bridge: integrated experimental and numerical investigations	4
Characterisation and assessment of damage in cable structures	4
Probabilistic SDDLV method for localizing damage in bridges monitored within one cluster under time-varying environmental temperatures	4
Piezoelectric-based damage-depth monitoring method for underwater energy-relief blasting technique	4
Fire risk assessment of bridges: from state of the art to structural vulnerability mitigation	4
Damage area identification of underwater structures based on wavelength difference of light source	4
Structural deformation monitoring during tunnel construction: a review	4
Seismic damage detection of ultra-high voltage transformer bushings using output-only acceleration responses	4
Temporal–spatial coupled model for multi-prediction of tunnel structure: using deep attention-based temporal convolutional network	4
Application of multisynchrosqueezing transform for structural modal parameter identification	4
Innovative technologies for structural health monitoring of SFTs: proposal of combination of infrared thermography with mixed reality	4
Intelligent recurrence and prediction of long-term mechanical properties of in-service cable-stayed bridges with ambient temperature and concrete time-dependent effects	4
Monitoring bond strength of adhesively planted rebars in concrete using electro-mechanical impedance (EMI)	4
Real-time vehicle identification using two-step LSTM method for acceleration-based bridge weigh-in-motion system	4
Development of a rapid and quantitative prediction model for assessing the leakage status of water pipeline systems	4
Field performance of wood blocking method for remediating a building in the Canadian Arctic	4
Deformation prediction model based on an improved CNN + LSTM model for the first impoundment of super-high arch dams	4
A thermal-driven method based on Brillouin fiber-optic sensors for the quantitative identification of subsurface cavities in concrete-filled steel tube structures	3
Evaluation of the residual carrying capacity of a large-scale model bridge through frequency shifts	3
The impact of sensing parameters on data management and anomaly detection in structural health monitoring	3
A hybrid monitoring model of rockfill dams considering the spatial variability of rockfill materials and a method for determining the monitoring indexes	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
Reconstructing missing InSAR data by the application of machine leaning-based prediction models: a case study of Rieti	3
Non-destructive damage detection for steel pipe scaffolds using MFL-based 3D defect visualization	3
Rating and reliability assessment of a historical masonry arch bridge	3
Intelligent identification and classification of sewer pipeline network defects based on improved RegNetY network	3
Machine learning approach to transient-based leak detection of pressurized pipelines: Classification vs Regression	3
A novel methodology based on the reflected L(0,1) guided wave for quantitative detection of corrosion-induced wall thickness loss in continuous pipes	3
Wall length-based deformation monitoring method of brick-concrete buildings in mining area using terrestrial laser scanning	3
Monitoring and identification of wire breaks in prestressed concrete cylinder pipe based on distributed fiber optic acoustic sensing	3
Efficient Bayesian inference for finite element model updating with surrogate modeling techniques	3
A novel structural damage detection strategy based on VMD-FastICA and ESSAWOA	3
Structural health monitoring and fatigue life reliability assessment of a flexible structure in extreme wind	3
A hybrid method for strand looseness identification in post-tensioned system using FEM and ANN	3
Temperature-based anomaly diagnosis of truss structure using Markov chain-Monte Carlo method	3
Eulerian fast motion identification algorithm for deformation measurement of cable-stayed bridge	3
Correction to: Building information modeling-based bridge health monitoring for anomaly detection under complex loading conditions using artificial neural networks	3
Cogwheel load: a new forced vibration test for bridges?	3
Damage identification in concrete structures using a hybrid time–frequency decomposition of acoustic emission responses	3
Integration of multi-point influence line information for damage localization of bridge structures	3
Health assessment and self-powered corrosion monitoring system for deteriorated bridges	3
Development and applications of slope and river monitoring system using low-power wide-area network technology	3
Intelligent leak detection method for low-pressure gas pipeline inside buildings based on pressure fluctuation identification	3
Structural health monitoring of an onshore steel wind turbine	3
Local bending deformation monitoring of bi-dimensional bridge deck based on the displacement–strain transfer matrix	3
Damage detection combining principal component analysis and deep convolutional neural network with dynamic response from FBG arrays	2
Robust and efficient feature-based method for structural health monitoring of large structures	2
Special issue on intelligent sensing and monitoring of underground pipelines	2
Validation of an FE model updating procedure for damage assessment using a modular laboratory experiment with a reversible damage mechanism	2
Image-based bolt-loosening detection using an improved homography-based perspective rectification method	2
Robust decision-making by a new statistical feature extraction method reliable to noise and uncertainty	2
Structural damage identification based on variational mode decomposition–Hilbert transform and CNN	2
A Gaussian damage function combined with sliced finite-element meshing for damage detection	2
Field measurement of wind pressure on a large-scale spatial structure and comparison with wind tunnel test results	2
Experimental investigation and damage evaluation of a novel bond type anchorage for carbon fiber reinforced polymer tendons	2
Monitoring contact seepage between earth-fill dam and trans-dam culvert based on temperature variation regularity of optical fiber	2
Segmentation and grade evaluation of corrosion on hydraulic steel gates based on image-level labels	2
Structural assessment of the pedestrian bridge accessing Civita di Bagnoregio, Italy	2
Displacement model error-based method for symmetrical cable-stayed bridge performance warning after eliminating variable load effects	2
Block masonry equation-based model updating of a masonry minaret and seismic performance evaluation	2
Analysis of horizontal bearing capacity of offshore pile foundation based on DPP-BOTDA	2
Dynamic monitoring technique of bored pile pouring process based on multi-frequency ultrasound	2
Using limited roving sensors to monitor bridge subjected to random traffic load	2
On the combined use of satellite and on-site information for monitoring anomalous trends in structures within cultural heritage sites	2
Research on damage identification of large-span spatial structures based on deep learning	2
Damage detection of truss bridge elements using an enhanced pseudo-local flexibility method	2
Thermal deformation monitoring of a highway bridge: combined analysis of geodetic and satellite-based InSAR measurements with structural simulations	2
Influence of vehicle traffic on modal-based bridge monitoring	2
Robust capacitance sensors for wireless bridge scour monitoring	2
An assessment method of rail corrugation based on wheel–rail vertical force and its application for rail grinding	2
Identifying coastal highway pavement anomalies using multiscale wavelet analysis in radar signal interpretation	2
Thermal boundary conditions for heat transfer analysis of bridges considering non-uniform distribution of internal air temperature by computational fluid dynamics	2
Numerical simulation of a magnetic corrosion detector for corrosion detection of steel rebar in concrete	2
Damage identification method of long-span spatial structure based on time-series model of measured data	2
Structural assessment of existing R.C. half-joint bridges according to the new Italian guidelines	2
Field monitoring and analysis for cumulative longitudinal movements of girder ends for the medium-span suspension bridges	2
Crack width measurement with OFDR distributed fiber optic sensors considering strain redistribution after structure cracking	2
Dynamic monitoring of a masonry arch rail bridge using a distributed fiber optic sensing system	2
An ensemble method for automatic real-time detection and evaluation of oil and gas leakage in subsea pipelines based on 3D real-time sonar system	2
Thermal analysis of RCC dams during construction considering different ambient boundary conditions at the upstream and downstream faces	2
B-CNN: a deep learning method for accelerometer-based fatigue cracks monitoring system	2
Application of chaotic information entropy for ultrasonic guided wave detection in pipe	2
Force evaluation of internal cable of prestressed grids based on field monitoring and hierarchical objective model updating	2
Nonlinear characteristics of damaged bridges under moving loads using parameter optimization variational mode decomposition	2
Stress evaluation of prestressed concrete beam based on cracking and incompatible deformation	2
An innovative structural health assessment tool for existing precast concrete buildings using deep learning methods and thermal infrared satellite imagery	2