OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Civil Structural Health Monitoring is 8. 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 2021-04-01 to 2025-04-01.)

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
Thermal analysis of RCC dams during construction considering different ambient boundary conditions at the upstream and downstream faces	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
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
Special issues: Digital transformation and intelligent infrastructure for CSHM and vibration-based monitoring of civil structures: innovative applications and lessons learned	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
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
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
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
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
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
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