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 2020-04-01 to 2024-04-01.)

Article	Citations
Structural health monitoring research under varying temperature condition: a review	71
MaDnet: multi-task semantic segmentation of multiple types of structural materials and damage in images of civil infrastructure	60
Bridge health monitoring in environmental variability by new clustering and threshold estimation methods	52
One stage detector (RetinaNet)-based crack detection for asphalt pavements considering pavement distresses and surface objects	46
A framework for assessing the value of information for health monitoring of scoured bridges	42
One-dimensional convolutional neural network-based damage detection in structural joints	42
A data-based structural health monitoring approach for damage detection in steel bridges using experimental data	40
A robotics and computer-aided procedure for defect evaluation in bridge inspection	38
Dynamic structural health monitoring of a model wind turbine tower using distributed acoustic sensing (DAS)	37
Extraction of contact-point response in indirect bridge health monitoring using an input estimation approach	36
Technology for condition and performance evaluation of highway bridges	36
Towards smart cities: crowdsensing-based monitoring of transportation infrastructure using in-traffic vehicles	34
Structural damage identification based on substructure method and improved whale optimization algorithm	33
Deep learning-based visual defect-inspection system for reinforced concrete bridge substructure: a case of Thailand’s department of highways	31
Early warning system for the detection of unexpected bridge displacements from radar satellite data	30
Distributed fiber optic shape sensing along shotcrete tunnel linings: Methodology, field applications, and monitoring results	29
Identifying damage on a bridge using rotation-based Bridge Weigh-In-Motion	28
A multiple camera position approach for accurate displacement measurement using computer vision	28
Assessment of bridge natural frequency as an indicator of scour using centrifuge modelling	27
Temperature-induced deflection separation based on bridge deflection data using the TVFEMD-PE-KLD method	27
Bridge frequency estimation strategies using smartphones	26
A portable monitoring approach using cameras and computer vision for bridge load rating in smart cities	25
Simplified vehicle–bridge interaction for medium to long-span bridges subject to random traffic load	24
On the integration of multi-temporal synthetic aperture radar interferometry products and historical surveys data for buildings structural monitoring	24
An innovative hybrid strategy for structural health monitoring by modal flexibility and clustering methods	24

Performance-based post-earthquake decision making for instrumented buildings	23
Time series-based SHM using PCA with application to ASCE benchmark structure	22
Two-step approach for fatigue crack detection in steel bridges using convolutional neural networks	22
Structural damage identification using modified Hilbert–Huang transform and support vector machine	22
Seismic and structural health monitoring of Cabril dam. Software development for informed management	21
Structural condition assessment of reinforced-concrete bridges based on acoustic emission and strain measurements	21
Dynamic monitoring and data analysis of a long-span arch bridge based on high-rate GNSS-RTK measurement combining CF-CEEMD method	20
Building information modeling-based bridge health monitoring for anomaly detection under complex loading conditions using artificial neural networks	20
Using bridge weigh-in-motion systems to monitor single-span bridge influence lines	19
Digital modeling approach of distributional mapping from structural temperature field to temperature-induced strain field for bridges	19
Monitoring-based evaluation of dynamic characteristics of a long span suspension bridge under typhoons	18
Tracking bridge tilt behaviour using sensor fusion techniques	18
Thermal response separation for bridge long-term monitoring systems using multi-resolution wavelet-based methodologies	18
Using the unit influence line of a bridge to track changes in its condition	17
An optical fiber-based monitoring system to study the seepage flow below the landside toe of a river levee	17
Data set from wind, temperature, humidity and cable acceleration monitoring of the Jiashao bridge	17
Comparison of hierarchical clustering based deformation prediction models for high arch dams during the initial operation period	17
Damage identification using the PZT impedance signals and residual learning algorithm	16
Fibre optic sensing of ageing railway infrastructure enhanced with statistical shape analysis	16
Innovative stabilization diagram for automated structural modal identification based on ERA and hierarchical cluster analysis	16
Partially online damage detection using long-term modal data under severe environmental effects by unsupervised feature selection and local metric learning	15
Performance of signal processing techniques for anomaly detection using a temperature-based measurement interpretation approach	15
Statistical analysis of favorable conditions for thermographic inspection of concrete slabs	15
A fast-convergent approach for damage assessment using CMA-ES optimization algorithm and modal parameters	15
Bayesian damage identification based on autoregressive model and MH-PSO hybrid MCMC sampling method	15
Statistical evaluation of wind properties based on long-term monitoring data	15
Concrete arch dam behavior prediction using kernel-extreme learning machines considering thermal effect	15
Structural health monitoring using high-dimensional features from time series modeling by innovative hybrid distance-based methods	14
Tilt mapping for zigzag-shaped concrete panel in retaining structure using terrestrial laser scanning	14
Real-time cable tension estimation from acceleration measurements using wireless sensors with packet data losses: analytics with compressive sensing and sparse component analysis	14
Recognition and location of steel structure surface corrosion based on unmanned aerial vehicle images	14
Seismic damage identification by fitting the nonlinear and hysteretic dynamic response of monitored buildings	14
Mitigation of geohazard risk along transportation infrastructures with optical fiber distributed sensing	13
Distributed dynamic fibre-optic strain monitoring of the behaviour of a skewed masonry arch railway bridge	13
Performance of hybrid decomposition algorithm under heavy noise condition for health monitoring of structure	13
Bridge flexural rigidity calculation using measured drive-by deflections	13
Distributed fiber optic sensing along driven ductile piles: Design, sensor installation and monitoring benefits	13
Modal identification of concrete dams under natural excitation	13
Bearing assessment tool for longitudinal bridge performance	13
UAV vision detection method for crane surface cracks based on Faster R-CNN and image segmentation	12
A structural damage detection algorithm based on discrete wavelet transform and ensemble pattern recognition models	12
Bayesian model updating of a twin-tower masonry structure through subset simulation optimization using ambient vibration data	12
Progressive numerical model validation of a bowstring-arch railway bridge based on a structural health monitoring system	12
Generative adversarial networks for labeled acceleration data augmentation for structural damage detection	12
Data-driven crack behavior anomaly identification method for concrete dams in long-term service using offline and online change point detection	12
Strain predictions at unmeasured locations of a substructure using sparse response-only vibration measurements	12
Cable tension monitoring through feature-based video image processing	11
Monitoring of corrosion-induced damage to bolted joints using an active sensing method with piezoceramic transducers	11
Multisensor data fusion-based structural health monitoring for buried metallic pipelines under complicated stress states	11
Study on structural health monitoring of vertical vibration of ballasted track in high-speed railway	11

Comparison of different finite element model updates based on experimental onsite testing: the case study of San Giovanni in Macerata	11
Evaluation of a novel video- and laser-based displacement sensor prototype for civil infrastructure applications	11
Large-scale distributed fiber optic sensing network for short and long-term integrity monitoring of tunnel linings	11
Structural health monitoring systems of long-span bridges in Turkey and lessons learned from experienced extreme events	10
Fatigue crack detection in welded structural components of steel bridges using artificial neural network	10
A new signal reconstruction for damage detection on a simply supported beam subjected to a moving mass	10
Artificial intelligence-based visual inspection system for structural health monitoring of cultural heritage	10
Bayesian and deterministic surrogate-assisted approaches for model updating of historical masonry towers	10
Settlement prediction of existing metro induced by new metro construction with machine learning based on SHM data: a comparative study	10
Nonlinear finite element model updating using constrained unscented Kalman filter for condition assessment of reinforced concrete structures	10
A simple PZT transducer design for electromechanical impedance (EMI)-based multi-sensing interrogation	10
Experimental verification for load rating of steel truss bridge using an improved Hamiltonian Monte Carlo-based Bayesian model updating	10
Mitigating effects of temperature variations through probabilistic-based machine learning for vibration-based bridge scour detection	10
UAV-based smart rock localization for bridge scour monitoring	10
Zonal intelligent inversion of viscoelastic parameters of high arch dams using an HEST statistical model	10
Mapping temperature contours for a long-span steel truss arch bridge based on field monitoring data	10
Dynamic Stacking ensemble monitoring model of dam displacement based on the feature selection with PCA-RF	10
Smartphone-based bridge monitoring through vehicle–bridge interaction: analysis and experimental assessment	10
On the denoising of structural vibration response records from low-cost sensors: a critical comparison and assessment	10
Informed successive condition assessments in bridge maintenance	9
Experimental and numerical investigation into corrosion-induced mortar/concrete cracking with distributed optical fiber sensors	9
Image-based automatic multiple-damage detection of concrete dams using region-based convolutional neural networks	9
Development of laser-based displacement monitoring system and its application to large-scale spatial structures	9
Experimental vibration analysis of large structures using 3D DIC technique with a novel calibration method	9
Displacement mapping of point clouds: application of retaining structures composed of sheet piles	9
Identification of boundary conditions of railway bridges using artificial neural networks	9
Full-field non-destructive image-based diagnostics of a structure using 3D digital image correlation and laser scanner techniques	9
Vibration investigation for telecom structures with smartphone camera: case studies	9
ND testing and establishing models of a multi-span masonry arch bridge	9
SHM for informed management of civil structures and infrastructure	9
Damage identification under ambient vibration and unpredictable signal nature	9
Automated generation of FE models of cracked RC beams based on 3D point clouds and 2D images	9