OOIR: Observatory of International Research

Papers

(The TQCC of Georisk-Assessment and Management of Risk for Engineered Systems and G is 5. 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
Spotlight article “Flood hazards in urban environment”	101
Impact of rising sea levels on future Nankai–Tonankai earthquake tsunamis: a case study of Osaka, Japan	49
Efficient probabilistic back analysis of geotechnical engineering based on Variational Bayesian Monte Carlo	29
Quasi-site-specific multivariate probability distribution model for sparse, incomplete, and three-dimensional spatially varying soil data	18
A new method for evaluating leakage through composite liners considering uncertainties in geomembrane holes	18
Data analytics in geotechnical and geological engineering	17
Probabilistic assessment of geosynthetic reinforced soil walls using ANN-based response surface method	16
Effects of random heterogeneity of soil on VH failure envelopes of the torpedo anchor	15
Probabilistic back analysis for rainfall-induced slope failure using MLS-SVR and Bayesian analysis	13
Machine learning approach for detection of land subsidence induced by underground coal fire using multi-sensor satellite data	13
Spotlight article “What is a characteristic value for soils?”: T. Länsivaara, K.K. Phoon, and J. Ching	13
2D and 3D numerical modelling for preliminary assessment of long-term deterioration in Irish glacial till geotechnical slopes	12
A stochastic rainfall model for reliability analysis of rainfall-induced landslides	12
Advancing geological modelling and geodata management: a web-based system with AI assessment in Singapore	11
Stochastic seepage stability analysis of the Pubugou clay core rockfill dam with potentially high permeability zone by integrating multi-source monitoring information	11
Comparison and analysis of denoising method in TBM key tunnelling data	11
Regional seismic loss estimation and critical earthquake scenarios for the Western Quebec seismic zone	10
Benchmark examples for data-driven site characterisation	10
Quantifying the effects of vibro-compaction on soil heterogeneity and geotechnical uncertainty	9
Stochastic seismic performance of slopes reinforced by a combination of piles and anchor cables using the probability density evolution method	9
Physics-inspired deep learning for bridge scour prediction: site-specific and transferable models	9
Reliability-based design tool for gas storage in lined rock caverns	8
Integrated frequency ratio-analytical hierarchy and geospatial techniques-based earthquake risk assessment in mountainous cities: a case from the Northwestern Himalayas	8
Development of a probabilistic seismic microzonation software considering geological and geotechnical uncertainties	8
Correction	8

Machine learning of geological details from borehole logs for development of high-resolution subsurface geological cross-section and geotechnical analysis	7
Experimental modelling of spudcan penetration in spatially variable soils	7
A mixed quantitative approach to evaluate rockfall risk and the maximum allowable traffic on road infrastructure	7
Numerical modelling of the keying process for a suction embedded plate anchor in spatially varying clays	7
On worst-case correlation length in probabilistic 3D bearing capacity assessments	7
A case study of resistance factors for bearing capacity of shallow foundations using plate load test data in Korea	7
Correction	6
Assessment of resonance compaction effects on site liquefaction probability by considering spatial variability	6
Uncertainty, modeling, and decision making in geotechnics	6
Evolution analysis of the Banbiyan dangerous rock mass in the three gorges reservoir area, China	6
Application of external flood probabilistic safety assessment methodology to Prototype Fast Breeder Reactor	6
Worst-case effect in bearing capacity of spread foundations considering safety factors and anisotropy in soil spatial variability	6
Reliability-based optimization in climate-adaptive design of embedded footing	6
Fast and explainable outlier detection in geotechnical database	6
Early identification of potential loess landslide using convolutional neural networks with skip connection: a case study in northwest Lvliang City, Shanxi Province, China	6
A real-time intelligent classification model using machine learning for tunnel surrounding rock and its application	6
2021 Georisk best paper award, most cited paper award and best EBM award	5
Time-dependent probabilistic evaluation of rainstorm-induced shallow landslides considering influence of impermeable bedrock	5
Practical dynamic reliability analysis with spatiotemporal features in geotechnical engineering	5
Calibrating soil erodibility parameters of landslide dams using back analyses	5
John T. Christian (1936–2022)	5
Evaluation structures for machine learning models in geotechnical engineering	5
Multivariate probability distribution functions of Copenhagen clay till properties	5
Comparative analysis of traditional and transfer learning algorithms for coal spoil classification via close-range imagery	5
The modified life cycle cost method for the risk-based design of excavation projects	5
Enhancing soil liquefaction risk assessment with metaheuristics and hybrid learning techniques	5
Representative slip surface identification and reliability analysis of slope systems in spatially variable soils	5
Identifying unaccounted capacity of ground anchors through Bayesian updating: a case study	5