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 2020-11-01 to 2024-11-01.)

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
Early warning system for the detection of unexpected bridge displacements from radar satellite data	40
Structural damage identification based on substructure method and improved whale optimization algorithm	40
Deep learning-based visual defect-inspection system for reinforced concrete bridge substructure: a case of Thailand’s department of highways	37
Distributed fiber optic shape sensing along shotcrete tunnel linings: Methodology, field applications, and monitoring results	36
A multiple camera position approach for accurate displacement measurement using computer vision	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
Digital modeling approach of distributional mapping from structural temperature field to temperature-induced strain field for bridges	26
On the integration of multi-temporal synthetic aperture radar interferometry products and historical surveys data for buildings structural monitoring	26
Data set from wind, temperature, humidity and cable acceleration monitoring of the Jiashao bridge	24
Generative adversarial networks for labeled acceleration data augmentation for structural damage detection	24
Partially online damage detection using long-term modal data under severe environmental effects by unsupervised feature selection and local metric learning	23
Monitoring-based evaluation of dynamic characteristics of a long span suspension bridge under typhoons	22
Structural damage identification using modified Hilbert–Huang transform and support vector machine	22
Building information modeling-based bridge health monitoring for anomaly detection under complex loading conditions using artificial neural networks	21
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
Comparison of hierarchical clustering based deformation prediction models for high arch dams during the initial operation period	20
An optical fiber-based monitoring system to study the seepage flow below the landside toe of a river levee	19
A structural damage detection algorithm based on discrete wavelet transform and ensemble pattern recognition models	18

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
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
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
Modal identification of concrete dams under natural excitation	16
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
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
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
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
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
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
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
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
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
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
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

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
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
Detecting, localizing, and quantifying damage using two-dimensional sensing sheet: lab test and field application	9
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
Real-time monitoring system for scour around monopile foundation of offshore wind turbine	9
Prestressed concrete bridge tested to failure: the Alveo Vecchio viaduct case study	9
Distributed monitoring of rail lateral buckling under axial loading	9
Stress concentrations due to simulated corrosion pits in buried metal pipes under longitudinal bending	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
P3P: a software suite for autonomous SHM of bridge networks	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