OOIR: Observatory of International Research

Papers

(The TQCC of Georisk-Assessment and Management of Risk for Engineered Systems and G is 4. 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 2021-02-01 to 2025-02-01.)

Article	Citations
Data analytics in geotechnical and geological engineering	87
Spotlight article “Flood hazards in urban environment”	63
Impact of rising sea levels on future Nankai–Tonankai earthquake tsunamis: a case study of Osaka, Japan	39
2D and 3D numerical modelling for preliminary assessment of long-term deterioration in Irish glacial till geotechnical slopes	20
Probabilistic back analysis for rainfall-induced slope failure using MLS-SVR and Bayesian analysis	16
Quasi-site-specific multivariate probability distribution model for sparse, incomplete, and three-dimensional spatially varying soil data	16
Probabilistic assessment of geosynthetic reinforced soil walls using ANN-based response surface method	15
Effects of random heterogeneity of soil on VH failure envelopes of the torpedo anchor	13
Reliability-based optimization in climate-adaptive design of embedded footing	13
Mobilisation-based characteristic value of shear strength for ultimate limit states	11
Experimental modelling of spudcan penetration in spatially variable soils	11
Spotlight article “What is a characteristic value for soils?”: T. Länsivaara, K.K. Phoon, and J. Ching	11
Machine learning approach for detection of land subsidence induced by underground coal fire using multi-sensor satellite data	10
Machine learning of geological details from borehole logs for development of high-resolution subsurface geological cross-section and geotechnical analysis	10
A stochastic rainfall model for reliability analysis of rainfall-induced landslides	10
A case study of resistance factors for bearing capacity of shallow foundations using plate load test data in Korea	10
Regional seismic loss estimation and critical earthquake scenarios for the Western Quebec seismic zone	9
Worst-case effect in bearing capacity of spread foundations considering safety factors and anisotropy in soil spatial variability	9
Early identification of potential loess landslide using convolutional neural networks with skip connection: a case study in northwest Lvliang City, Shanxi Province, China	9
On worst-case correlation length in probabilistic 3D bearing capacity assessments	8
Stochastic seismic performance of slopes reinforced by a combination of piles and anchor cables using the probability density evolution method	8
Advancing geological modelling and geodata management: a web-based system with AI assessment in Singapore	8
Benchmark examples for data-driven site characterisation	8
Numerical modelling of the keying process for a suction embedded plate anchor in spatially varying clays	7
Development of a probabilistic seismic microzonation software considering geological and geotechnical uncertainties	7

Evolution analysis of the Banbiyan dangerous rock mass in the three gorges reservoir area, China	7
Comparison and analysis of denoising method in TBM key tunnelling data	7
Reliability-based design tool for gas storage in lined rock caverns	7
A mixed quantitative approach to evaluate rockfall risk and the maximum allowable traffic on road infrastructure	7
Stochastic seepage stability analysis of the Pubugou clay core rockfill dam with potentially high permeability zone by integrating multi-source monitoring information	6
Occurrence, impacts, and future challenges of disaster risk in Panama	6
Correction	6
Uncertainty, modeling, and decision making in geotechnics	6
Cross-project utilisation of tunnel boring machine (TBM) construction data: a case study using big data from Yin-Song diversion project in China	6
A real-time intelligent classification model using machine learning for tunnel surrounding rock and its application	6
Integrated frequency ratio-analytical hierarchy and geospatial techniques-based earthquake risk assessment in mountainous cities: a case from the Northwestern Himalayas	6
Identifying unaccounted capacity of ground anchors through Bayesian updating: a case study	5
Time series analysis and gated recurrent neural network model for predicting landslide displacements	5
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
Fast and explainable outlier detection in geotechnical database	5
Application of external flood probabilistic safety assessment methodology to Prototype Fast Breeder Reactor	5
John T. Christian (1936–2022)	5
Enhancing soil liquefaction risk assessment with metaheuristics and hybrid learning techniques	4
Practical dynamic reliability analysis with spatiotemporal features in geotechnical engineering	4
Reliability-based serviceability limit state design of spread foundations under uplift loading in cohesionless soils	4
Representative slip surface identification and reliability analysis of slope systems in spatially variable soils	4
Bayesian learning of Gaussian mixture model for calculating debris flow exceedance probability	4
Development of training image database for subsurface stratigraphy	4
The modified life cycle cost method for the risk-based design of excavation projects	4
Characterisation for spatial distribution of mining-induced stress through deep learning algorithm on SHM data	4
A new approach to constructing SPT-CPT correlation for sandy soils	4
A comparative study of Bayesian inverse analyses of spatially varying soil parameters for slope reliability updating	4