OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Civil Structural Health Monitoring is 9. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)

Article	Citations
Development and implementation of medium-fidelity physics-based model for hybrid digital twin-based damage identification of piping structures	81
Study on the dispersion characteristics of the 60D40 turnout rail based on energy distribution	59
Probabilistic damage detection using a new likelihood-free Bayesian inference method	55
Modal analysis of flexible photovoltaic support system using multi-source data	49
Prestress force and moving force identification in prestressed concrete bridges via Lagrangian polynomial-based load shape function approach	45
Output-only entropy-based damage detection using transmissibility function	43
Reconstruction of structural acceleration response based on CNN-BiGRU with squeeze-and-excitation under environmental temperature effects	38
B-CNN: a deep learning method for accelerometer-based fatigue cracks monitoring system	32
GNSS time-synchronised wireless vision sensor network for structural health monitoring	32
Dynamic Stacking ensemble monitoring model of dam displacement based on the feature selection with PCA-RF	32
Dynamic characteristics of multi-degree-of-freedom frame systems derived from vision-based displacement measurement using consumer-grade camera video	30
In Memoriam	30
An integrated system for tunnel construction safety control based on BIM–IoT–PSO	30
An automated health monitoring system for uncoordinated deformation between the metro station side wall and row piles	29
Automatic detection of delamination on tunnel lining surfaces from laser 3D point cloud data by 3D features and a support vector machine	29
Bridge damage detection based on principal component analysis and dynamic time warping	29
Crack width measurement with OFDR distributed fiber optic sensors considering strain redistribution after structure cracking	28
Environmental effects on the experimental modal parameters of masonry buildings: experiences from the Italian Seismic Observatory of Structures (OSS) network	27
Development and applications of slope and river monitoring system using low-power wide-area network technology	26
Structural damage information amplification methodology based on cluster Mahalanobis distance cumulant and IMFs	25
An improved multi-task approach for SHM missing data reconstruction using attentive neural process and meta-learning	25
Variations of natural frequencies of masonry minarets due to environmental effects	24
A tunnel structure health monitoring method based on surface strain monitoring	23
A method suitable for tunnel inspection robots to diagnose multi-defects of structures using the extraction of hybrid visual features	23
Multisensor data fusion-based structural health monitoring for buried metallic pipelines under complicated stress states	22

Data-driven dynamic response forecasting and anomaly detection in long-span bridges	22
Determination of future creep and seismic behaviors of dams using 3D analyses validated by long-term levelling measurements	22
Rapid seismic performance evaluation of existing frame structures using equivalent SDOF modeling and prior dynamic testing	22
Experimental study on the damage identification of bridge expansion joints	21
Structural damage identification based on variational mode decomposition–Hilbert transform and CNN	21
Spatio-temporal analysis of georeferenced time-series applied to structural monitoring	21
Retirement of the Editorial Board Member of JCSHM Dr. Toshiyuki Oshima, Professor Emeritus of Kitami Institute of Technology (KIT), Japan	20
A real-time multi-defect automatic identification framework for concrete dams via improved YOLOv5 and knowledge distillation	20
Initial monitoring of a six-story lightweight timber frame building under different environmental conditions	20
Special issue on Distributed and quasi-distributed monitoring of civil infrastructure systems	19
Correction to: Automation in Bayesian operational modal analysis using clustering‑based interpretation of stabilization diagram	19
Long-term deflection monitoring of a heritage, timber truss structure, and development of an integrated emergency alarm program	19
Enhanced structural health monitoring of ageing Pratt truss bridges: a combined approach of static and dynamic measurements	18
Spatial shape identification of long-span suspension bridges using 3d laser scanning technology	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	18
Field investigations on distressed highly skewed multi-cell reinforced concrete bridge	18
Automated structural integrity assessment of bridges: a hybrid machine learning and feature-based framework	18
A transfer learning SHM strategy for bridges enriched by the use of speaker recognition x-vectors	18
Foreword	17
P3P: a software suite for autonomous SHM of bridge networks	17
Measurement of stress variation in unbonded and semi-bonded prestressing steel strands using the peak time shift of guided ultrasonic waves	17
Evolutionary game theory-based finite element model updating of a moveable cable-stayed footbridge	17
A comparative machine learning approach for entropy-based damage detection using output-only correlation signal	17
Stress concentrations due to simulated corrosion pits in buried metal pipes under longitudinal bending	17
An AIoT system for real-time monitoring and forecasting of railway temperature	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
Uncertainty quantification for a deep learning models for image-based crack segmentation	16
Site-specific traffic modelling and simulation for a major Italian highway based on weigh-in-motion systems accounting for gross vehicle weight limitations	16
Innovative technologies for structural health monitoring of SFTs: proposal of combination of infrared thermography with mixed reality	16
Vision-based identification of cable tensions and finite element model verification of a cable-stayed bridge	16
Application of the artificial neural network and enhanced particle swarm optimization to model updating of structures	16
Analysis of vibration transmission path and influence range of embankment dam structure under vehicle load	16
An innovative structural health assessment tool for existing precast concrete buildings using deep learning methods and thermal infrared satellite imagery	16
Bayesian and deterministic surrogate-assisted approaches for model updating of historical masonry towers	16
Computer vision-based video signal fusion using deep learning architectures	15
Real-time sewer defect detection based on YOLO network, transfer learning, and channel pruning algorithm	15
Monitoring and identification of wire breaks in prestressed concrete cylinder pipe based on distributed fiber optic acoustic sensing	15
Nonlinear characteristics of damaged bridges under moving loads using parameter optimization variational mode decomposition	15
Rapid measuring the static flexibility matrix of bridge structures using an indirect method	14
Monitoring the changes in the dynamic properties of an RC building experiencing column loss	14
Special issue on Structural health monitoring of intelligent infrastructure: advanced research and real-world applications	14
Vibration impact on the platform foundation of Jinan’s historic bell tower induced by road traffic and subway loading	14
Vision-based transmission tower strain monitoring using industrial camera module and slider strain sensing mechanism	14
Understanding of leaning utility poles for visual monitoring of power distribution infrastructure	14
Self-supervised deep hash image deduplication algorithm for visual inspection of concrete	14
On the performance of data-driven dynamic models for temperature compensation on bridge monitoring data	14
Unsupervised transfer learning for structural health monitoring of urban pedestrian bridges	14
Experimental investigation of subsurface defect detection in concretes by infrared thermography and convection heat exchange	13

Data analysis and dynamic characteristic investigation of large-scale civil structures monitored by RTK-GNSS based on a hybrid filtering algorithm	13
A data enhancement-based quadratic imputation framework for consecutive missing values considering spatiotemporal characteristics of dam deformation	13
Intelligent recognition of ground penetrating radar images in urban road detection: a deep learning approach	12
On the integration of multi-temporal synthetic aperture radar interferometry products and historical surveys data for buildings structural monitoring	12
Special issue “A compendium of the latest progress in civil SHM with applications”	12
Interval prediction of bridge expansion joint evolution: based on complex network analysis and fuzzy information granulation	12
Computer vision-based dynamic identification of a reinforced concrete elevated water tank	12
Non-contact measurement of vibration modes of large cable-stayed bridge under ambient conditions: a convenient way of condition monitoring of bridges	12
Mechanical performance assessment of self-anchored suspension footbridge based on integral configuration	12
Post-event evaluation of residual capacity of building structures based on seismic monitoring	12
Analysis of structural vibration characteristics of embankment dam based on DVMD–VDR	11
Field monitoring and prediction of the thermal response of an in-service curved continuous welded rail using distributed fiber optic strain measurements	11
Very high resolution bridge deformation monitoring using UAV-based photogrammetry	11
Research on damage identification of large-span spatial structures based on deep learning	11
Seepage pressure prediction in earth-rock dams using TVF-EMD-LOF outlier detection and CNN-BiLSTM-SAR integrated model	11
Bayesian probabilistic model for reinforcement corrosion ratio of reinforcement in concrete prediction based on modified half-cell potential	11
Use of a roving computer vision system to compare anomaly detection techniques for health monitoring of bridges	11
Machine learning approach to transient-based leak detection of pressurized pipelines: Classification vs Regression	11
An adaptive identification method for outliers in dam deformation monitoring data based on Bayesian model selection and least trimmed squares estimation	11
UAV vision detection method for crane surface cracks based on Faster R-CNN and image segmentation	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
Self-excited hoisting chain tension measurements for dam spillway gates and identification of uneven hoisting	11
Operational modal analysis of a ten-storey building featuring vertical modes	10
Enhancing multi-objective prediction of settlement around foundation pit using explainable machine learning	10
Prediction of topside displacement of offshore platforms based on multi-source data fusion with multilayer perceptron neural network	10
A two-step procedure for damage detection in beam structures with incomplete mode shapes	10
Class-wise histogram matching-based domain adaptation in deep learning-based bridge element segmentation	10
Defect detection method of underwater bored cast-in-place pile based on optical image in borehole	10
Hinge damage diagnosis of a prefabricated beam bridge using the difference between quasi-static displacement influence lines	10
Structural damage detection of 3-D truss structure using nodal response analysis	10
Experimental study on the force-magnetic relationship of steel box girder based on metal magnetic memory	10
Performance monitoring of TBM tunnel: a case study of the West Qinling tunnel	10
Detecting missing barricades using 3D volume construction and deep learning algorithm for the safe operation on construction sites	10
Experimental study on structural model failure of cemented material dam	10
Non-contact vehicle weight identification method based on explainable machine learning models and computer vision	10
Automatic detection of mortar loss on masonry building facades based on deep learning	10
Dynamic monitoring technique of bored pile pouring process based on multi-frequency ultrasound	9
A critical review of bridge scour monitoring methods	9
Health monitoring of ultra high fiber performance reinforced concrete communication tower using machine learning algorithms	9
Block masonry equation-based model updating of a masonry minaret and seismic performance evaluation	9
Experimental and numerical investigation into corrosion-induced mortar/concrete cracking with distributed optical fiber sensors	9
Efficient and accurate 3D reconstruction in a featureless tunnel environment: a robust LiDAR-Inertial SLAM tightly coupled with wheel odometry	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
A hybrid data-model driven approach for predicting extreme typhoon-induced tower crane responses	9
Defect segmentation and 3D reconstruction in concrete structures using SAM 2 and 3D Gaussian splatting	9
Prediction and interpretation of the deformation behaviour of high arch dams based on a measured temperature field	9
Signal difference-based nondestructive low-frequency electromagnetic testing for ferromagnetic material pipe equipment	9