Paul J Vardanega | University of Bristol (original) (raw)
Journal Articles by Paul J Vardanega
Canadian Geotechnical Journal, 2024
This note presents the application of the mobilisable strength design (MSD) method to the monitor... more This note presents the application of the mobilisable strength design (MSD) method to the monitoring results of the multipropped excavation in the south area of the British Library Euston, constructed in a highly overconsolidated stiff clay deposit. The MSD method is an energy-based approach (a nonlinear finite-element method for a single-degree-of-freedom soil-wall system) introduced to develop a simplified design methodology that satisfies both ultimate and serviceability limit states. Wall displacement predictions based on the MSD method are compared with considerable field monitoring data. The sensitivity of the method to reasonable variations in input parameters is considered. A spreadsheet and python code demonstrating the MSD analysis from this paper are provided in the online supplement alongside details of the mathematical formulation.
Infrastructure Asset Management, Jun 16, 2023
The visual inspection of bridges is a major undertaking for asset owners and operators. In the UK... more The visual inspection of bridges is a major undertaking for asset owners and operators. In the UK, visual inspections require inspectors to visit bridges on-site and often at night and in unfavourable weather conditions. Therefore, it would be beneficial to move some of the visual inspection process off-site. This paper studies whether the defect classification aspects of the inspection process could be conducted remotely using photographs. This study examines the defect ratings assigned by ten survey participants who were tasked with examining photographs from visual inspections of ten UK bridges. The survey results were compared with the results from the general inspections previously carried out for the bridges in question. From this dataset, the differences in the ratings given and the extent to which defects are missed were examined. The results show that a higher number of defects were identified for a given bridge by the remote inspectors. Statistical analysis shows that aggregated defects rated by off-site inspectors tend to be more severe and of a higher priority rating compared to those from the on site inspectors. The results also indicate that there is closer agreement between on-site and off-site inspectors for defects of a higher severity rating.
Proceedings of the Institution of Civil Engineers – Bridge Engineering, 2022
Visual inspection remains key for assessing the condition of bridges and hence assisting with pla... more Visual inspection remains key for assessing the condition of bridges and hence assisting with planning and
maintenance activities. There have been many efforts to improve or supplement visual inspection processes using new sensing technologies and data capture methods to usher in an era of ‘smart bridges’ or ‘smart infrastructure’. One method to improve data capture is a ‘remote inspection’ where inspectors use digital photographs of a bridge to identify and grade structural defects to the standard of a ‘general inspection’. In this paper, survey data are presented to help formulate a preliminary assessment of the potential for engineers to implement this possible evolution of the visual inspection process. A potential schema for remote visual inspections is developed and presented as a conceptual web application. The focus on the development of the schema includes the need for ease of use by inspectors and integration of collected digital data into bridge management systems. The suggested platform is seen as a transitional method to aid in the long-term implementation of further automation of the inspection process. The system architecture is provided along with possible technologies that may support or enhance it, as well as a discussion of the potential barriers to implementation.
Sustainable and Resilient Infrastructure, Mar 15, 2023
Scour is a significant cause of bridge failure, and resulting bridge closures are likely to gener... more Scour is a significant cause of bridge failure, and resulting bridge closures are likely to generate significant disruption to infrastructure networks. The management of scour-susceptible bridges is a significant challenge for improving transport resilience, but tends to be heuristic and qualitative. Such assessments often suffer from insufficient knowledge of key factors and require assumptions, which may increase their estimation and relative uncertainty. Analysis of publicly available technical documents reveals that various definitions of “risk” are adopted, as well as multiple approaches are applied. This paper has three objectives: (i) to illustrate the concept of risk in bridge scour management; (ii) to propose a simple scoring system to analyse existing risk-based approaches to manage bridge scour; and (iii) to analyse and compare such approaches on the basis of the obtained scores. A sample of nine documents containing bridge scour risk assessment practices or approaches was analysed using the developed rating system.
Cold Regions Science and Technology, Sep 1, 2023
This paper presents laboratory data from tests on four fine-grained soils: reconstituted Kaolinit... more This paper presents laboratory data from tests on four fine-grained soils: reconstituted Kaolinite, destructured Bothkennar clay, reconstituted Bothkennar clay, and reconstituted Gault clay. The soil samples were conditioned in an oedometer cell while being subjected to varying numbers of freezing and thawing cycles. The influence of freeze-thaw cycles on key soil parameters, including the hydraulic conductivity, Atterberg limits, compression and swelling index was studied. The experimental results were then compared with the analysis of a previously published database of hydraulic conductivity measurements on fine-grained soils called FG/KSAT-1358. The paper demonstrates that while multiple cycles of freezing and thawing affect some of the studied soil parameters, such as the Atterberg limits and the compression characteristics, the effects on the hydraulic conductivity transformation model parameters, linking the water content ratio to hydraulic conductivity are less apparent. The results are useful for geotechnical and pavement engineers when making assessments of freeze-thaw effects on subgrade materials in cold regions.
Transportation Geotechnics, Jul 1, 2023
This paper reviews commonly used parameters and prediction models for assessing the permeability ... more This paper reviews commonly used parameters and prediction models for assessing the permeability of granular soils. Following a review of published models for prediction of soil permeability, a dimensional homogenous transformation model for a-priori estimation of soil permeability was calibrated using a large database (CG/ KSAT/7/1278) comprising permeability data for a wide range of granular soils sourced from over 50 publications. The new transformation model requires knowledge of the void ratio and gradation of the material to make estimates of the soil permeability. The prediction accuracy of the calibrated model was then assessed alongside that of other empirical and semi-empirical models also calibrated using CG/KSAT/7/1278. The potential influences of void ratio, key gradation parameters and permeability test type on the prediction accuracy of the proposed model are also examined. The paper shows that while the fitted constants in the proposed transformation model are affected to varying extents by the aforementioned parameters, it does offer reasonable predictions of permeability with only knowledge of the void ratio and material gradation required.
Proceedings of the Institution of Civil Engineers - Forensic Engineering, 2022
The UK has a large stock of highway bridges that is ageing and deteriorating. This paper presents... more The UK has a large stock of highway bridges that is ageing and deteriorating. This paper presents the results of a programme of work to understand the reliability of the visual inspection data that are used to inform the management of Highways England’s structures. This paper presents a data set comprising evidence collected during the presence of research team inspectors at the principal inspection and/or testing of 200 bridges randomly sampled from Highways England’s bridge network, coupled with asset-management data for Highways England’s entire bridge stock. Recommendations are made for future improvements in visual inspection practice and use of such data in future asset-management efforts.
Bulletin of the Seismological Society of America, Dec 2022
The time-averaged shear-wave velocity in the upper 30 m (VS30) is widely used as a proxy for site... more The time-averaged shear-wave velocity in the upper 30 m (VS30) is widely used as a proxy for site characterization in building codes. Regional estimations of VS30 often use either slope-based, terrain-based, or geological approaches as a proxy. This technique has proven useful at a number of locations globally, and slope-based estimates formed the basis of the original global VS30 model implemented by the U.S. Geological Survey. Geostatistical models involve the study of potentially spatially correlated parameters. Modeling challenges arise when parameters are scarce or uncertain, and traditional geostatistical workflows cannot be implemented in all settings. In this study, the benefits of the spatial extents of VS30 proxies are used to supplement local data to implement a methodology for improving estimates using a multi-Gaussian Bayesian updating framework. This methodology is presented in the context of a data-scarce region, specifically, the Kathmandu Valley in Nepal. Using geostatistical approaches typically used by the petroleum industry, this article develops a novel practice-oriented framework for VS30 estimation that can be adapted for use on a region-by-region basis. This framework provides an informed estimate and assessment of the uncertainties in which quantification of VS30 is required in geotechnical earthquake engineering applications.
Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, Dec 20, 2022
The availability of reliable field data is critical for the advancement of geotechnical engineeri... more The availability of reliable field data is critical for the advancement of geotechnical engineering. This is particularly the case for piled foundations; due to the substantial geotechnical uncertainties. The settlement (performance) predictions from established analytical methods may deviate from field measurements by as much as an order of magnitude. This paper provides a statistical assessment of the uncertainty of predictions of pile performance under axial loading using an openly accessible geotechnical database of pile load tests from the United Kingdom. The collected database information was classified by pile type, location, test data quality and availability of geotechnical data. With reference to the data from fine-grained soils, two analytical models were employed to predict foundation settlement. The settlement prediction performance was then studied statistically and the model bias and error compared with reference to the aforementioned categories to identify the impact of different sources of uncertainty and evaluate the use of both models for future geotechnical practice. The two models investigated generally over-predict settlement, which is likely due to conservative selection of key model parameters, such as soil strength.
Journal of Geotechnical and Geoenvironmental Engineering, May 6, 2022
Estimation of nonlinear pile settlement can be simplified using one-dimensional "t-z" curves that... more Estimation of nonlinear pile settlement can be simplified using one-dimensional "t-z" curves that conveniently divide the soil into multiple horizontal "slices." This simplification reduces the continuum analysis to a two-point boundary-value problem of the Winkler type, which can be tackled by standard numerical procedures. Theoretical "t-z" curves can be established using the "shearing-of-concentric cylinders" theory of Cooke and Randolph-Wroth, which involves two main elements: (1) a constitutive model cast in flexibility form, γ =γ(τ); and (2) an attenuation function of shear stress with radial distance from the pile, τ =τ(r). Soil settlement can then be determined by integrating shear strains over the radial coordinate, which often leads to closed-form solutions. Despite the simplicity and physical appeal of the method, only a few theoretical "t-z" curves are available in the literature. This paper introduces three novel attenuation functions for shear stresses, inspired by continuum solutions, which are employed in conjunction with eight soil constitutive models leading to a set of 32 "t-z" curves. Illustrative examples of pile settlement calculation in two soil types are presented to demonstrate application of the method.
Géotechnique, Jul 2022
Use of the Casagrande-style plasticity chart to classify fine-grained soils using Atterberg’s liq... more Use of the Casagrande-style plasticity chart to classify fine-grained soils using Atterberg’s liquid and plastic limits is ubiquitous in geotechnical engineering. This classification is dependent on the thread-rolling and Casagrande-cup tests, which are both more operator dependent than the fall-cone liquid limit test. This paper shows that the slope of the data acquired during the fall-cone liquid limit test (the fall-cone flow index) can be used to redraw the plasticity chart, thus allowing classification of fine-grained soils to be achieved solely from fall-cone liquid limit data.
Proceedings of the Institution of Civil Engineers – Bridge Engineering, Feb 16, 2022
During bridge design and assessment, effects of thermal actions are accounted for by means of a u... more During bridge design and assessment, effects of thermal actions are accounted for by means of a uniform temperature variation and temperature difference components. The uniform temperature variations cause changes in length and width of the structure, whereas the temperature difference components primarily cause curvatures and internal stresses. The effects of these strains on the superstructure depend on the structure's articulation and restraint. Design profiles used to model the temperature difference components vary between design codes, which can have a significant effect on the induced curvatures. Thermal data findings obtained from a comprehensive, year-long monitoring programme on Waterloo Bridge in London are examined, which allows comparison of these various models with performance data. The design thermal model in BS EN 1991-1-5 is examined, supplemented by the models from the AASHTO and New Zealand codes. The measured uniform bridge temperature generally fell within the stipulated limits of BS EN 1991-1-5; however, at low temperatures the minimum deck temperature may be lower than the design relationship provided. The resultant moments implied from the measured vertical profiles: significantly exceed the worst-case values predicted by the UK model; exceed the AASHTO model at different bridge sections; and do not exceed the New Zealand model.
Bulletin of Earthquake Engineering, Jan 1, 2022
An assessment of liquefaction potential for the Kathmandu Valley considering seasonal variability... more An assessment of liquefaction potential for the Kathmandu Valley considering seasonal variability of the groundwater table has been conducted. To gain deeper understanding seven historical liquefaction records located adjacent to borehole datapoints (published in SAFER/GEO-591) were used to compare two methods for the estimation of liquefaction potential. Standard Penetration Test (SPT) blowcount data from 75 boreholes inform the new liquefaction potential maps. Various scenarios were modelled, i.e., seasonal variation of the groundwater table and peak ground acceleration. Ordinary kriging, implemented in ArcGIS, was used to prepare maps at urban scale. Liquefaction potential calculations using the methodology from (Sonmez, Environ Geol 44:862-871, 2003) provided a good match to the historical liquefaction records in the region. Seasonal variation of the groundwater table is shown to have a significant effect on the spatial distribution of calculated liquefaction potential across the valley. The less than anticipated liquefaction manifestations due to the Gorkha earthquake are possibly due to the seasonal water table level.
Proceedings of the Institution of Civil Engineers - Forensic Engineering, Dec 2021
Bridge scour is a complex bridge-management problem. It is also a difficult forensic engineering ... more Bridge scour is a complex bridge-management problem. It is also a difficult forensic engineering challenge, as the greatest risk occurs during large flows and flood events, when visual inspection of the bridge piers is often not possible. This paper presents a review of scour prediction and modelling methods, whose results are used to determine the key parameters that scour-monitoring systems need to capture. Then, a review of existing monitoring approaches and technologies for scour monitoring is presented. The paper concludes with the proposal of a novel rating system for evaluating different scour-monitoring techniques. The new rating system is trialled ex-post for seven previously published bridge-scour-monitoring case studies to illustrate the use of the new methodology.
Journal of Unmanned Vehicle Systems, Jun 2021
Aerial robotic technology has potential for use in a wide variety of civil engineering applicatio... more Aerial robotic technology has potential for use in a wide variety of civil engineering applications. Such technology potentially offers low-cost methods to replace expensive structural health monitoring activities such as visual inspection. Aerial robots also have potential uses in civil construction and for regional surveys. This paper presents the results of a review on the applications of aerial robotic technology in civil engineering. Such civil engineering applications can be classified into three broad areas: (i) monitoring and inspection of civil infrastructure; (ii) site management, robotic construction, and maintenance; and (iii) post-disaster response surveys and rapid damage assessments. The motivations for uptake of aerial robotics in the civil engineering industry generally fall into the following categories: (i) cost savings, (ii) improved measurement capability, and (iii) safety improvements. The categories of aerial robotic use in civil engineering are then classified as either “established” or “emerging” uses.
Frontiers in Built Environment, May 7, 2021
Seismic hazard assessment often relies on static piezocone penetration tests (CPTu) to estimate t... more Seismic hazard assessment often relies on static piezocone penetration tests (CPTu) to estimate the cyclic resistance ratio (CRR) and for the evaluation of in situ soil behavior. This article presents CPTu data acquired in the Kathmandu valley sediments and makes use of established CPTu interpretation procedures to assess the soil in situ properties. Up to this point predominantly SPT data and limited shear wave velocity measurements have been relied upon to assess the variability and seismic response of soil deposits underlying Kathmandu. This article provides 1) additional data to add to the existing SAFER/GEO-591 database, 2) new shear-wave velocity measurements, and 3) initial estimates of CRR at the sites visited. Based on the work presented in this article, it is concluded that a more detailed methodology is needed for liquefaction assessment mainly due to the presence of saturated silts in the valley.
Earthquake Spectra, May 1, 2021
Geostatistical methods are valuable to better understand the spatial distribution of geotechnical... more Geostatistical methods are valuable to better understand the spatial distribution of geotechnical parameters at regional scale and to optimize the locations of future ground investigations. This article investigates the use of the kriging interpolation method to extend the knowledge of a specific geotechnical property from a few sites to a broader geographical area with a focus on the Kathmandu valley (Nepal). A Bayesian form of kriging is proposed in this article. The estimation of the shear wave velocity in the uppermost 30 m of soil (V S30) in the Kathmandu valley is examined. Slope-based V S30 estimates from the United States Geological Survey are used as prior information, and 15 V S30 measurements are used as more precise data. Considering the limited number of high-quality V S30 measurements available in the valley, it is shown that the Bayesian scheme can lead to a more robust estimation of V S30 than that obtained with the ordinary kriging approach. A methodology for conditioning prior low-precision data to the measurements is also presented.
Quarterly Journal of Engineering Geology and Hydrogeology, 2021
The sharing of ground investigation (GI) data within the UK is commonly practised only in large i... more The sharing of ground investigation (GI) data within the UK is commonly practised only in large infrastructure projects. A vast amount of GI data collected on routine projects is commonly not made publicly available which is arguably inefficient and potentially unsustainable. This paper captures the opinions of the geoscience community and the GI industry on data sharing to better understand current working practices and potential barriers to data sharing. The results of a survey carried out at the Janet Watson Meeting 2018: A Data Explosion: The Impact of Big Data in Geoscience held at the Geological Society of London are reported. This survey is compared with the results of interviews undertaken during the Dig to Share project, a collaborative project led by Atkins, British Geological Survey (BGS) and Morgan Sindall. The opinions and practices of geoscientists towards data sharing across a project life cycle are reviewed. Drivers of risk relating to geotechnical aspects of a project are directly linked to current data sharing practice.
Transportation Engineering, Mar 1, 2021
A new database called AC/k-1624 containing over 1600 measurements of saturated hydraulic conducti... more A new database called AC/k-1624 containing over 1600 measurements of saturated hydraulic conductivity of asphalt concrete has been assembled and analysed. AC/k-1624 was used to investigate the effect of the grading entropy parameters on saturated hydraulic conductivity. A new prediction model comprising both air voids and grading entropy is presented. The database analysis using different predictors of asphalt hydraulic conductivity reveals that the gradation does affect the hydraulic conductivity, but the air void level is necessary to make reasonable a-priori assessments of hydraulic conductivity for asphalt concrete. The new empirical model is shown to have a good predictive capacity for hydraulic conductivity fitting more securely at higher values with more scatter observed at lower values. The effects of test type, gradation classification and Nominal Maximum Aggregate Size (NMAS) are also studied, revealing in general relatively modest influences on the computed regression coefficients.
Proceedings of the Institution of Civil Engineers - Bridge Engineering, Nov 18, 2020
Considerable amounts of data are collected on the UK’s stock of bridges. Much of this data is col... more Considerable amounts of data are collected on the UK’s stock of bridges. Much of this data is collected to inform the planning and scope of maintenance activities. This paper reports on the results of a series of semi-structured interviews with 17 individuals involved in UK bridge asset management and data-collection activities to explore how such data is used in practice. A wide spectrum of organisations and industrial sectors was represented in this dataset. Hierarchical process modelling was used to characterise the UK’s bridge management system and define the processes and sub-processes involved in the management of bridges. Key quotations are used from the interviews to reveal the state of data collection and use in UK bridge infrastructure from the perspective of those directly involved. The study concludes that there is significant variation within the industry regarding the use of visual inspection data and that formal structural health monitoring remains relatively rare. Furthermore, there is a need to develop a new unifying paradigm that will frame the efficient and effective application of emerging artificial intelligence and data science enabled (i.e. ‘smart’) condition-monitoring techniques to bridge management.
Canadian Geotechnical Journal, 2024
This note presents the application of the mobilisable strength design (MSD) method to the monitor... more This note presents the application of the mobilisable strength design (MSD) method to the monitoring results of the multipropped excavation in the south area of the British Library Euston, constructed in a highly overconsolidated stiff clay deposit. The MSD method is an energy-based approach (a nonlinear finite-element method for a single-degree-of-freedom soil-wall system) introduced to develop a simplified design methodology that satisfies both ultimate and serviceability limit states. Wall displacement predictions based on the MSD method are compared with considerable field monitoring data. The sensitivity of the method to reasonable variations in input parameters is considered. A spreadsheet and python code demonstrating the MSD analysis from this paper are provided in the online supplement alongside details of the mathematical formulation.
Infrastructure Asset Management, Jun 16, 2023
The visual inspection of bridges is a major undertaking for asset owners and operators. In the UK... more The visual inspection of bridges is a major undertaking for asset owners and operators. In the UK, visual inspections require inspectors to visit bridges on-site and often at night and in unfavourable weather conditions. Therefore, it would be beneficial to move some of the visual inspection process off-site. This paper studies whether the defect classification aspects of the inspection process could be conducted remotely using photographs. This study examines the defect ratings assigned by ten survey participants who were tasked with examining photographs from visual inspections of ten UK bridges. The survey results were compared with the results from the general inspections previously carried out for the bridges in question. From this dataset, the differences in the ratings given and the extent to which defects are missed were examined. The results show that a higher number of defects were identified for a given bridge by the remote inspectors. Statistical analysis shows that aggregated defects rated by off-site inspectors tend to be more severe and of a higher priority rating compared to those from the on site inspectors. The results also indicate that there is closer agreement between on-site and off-site inspectors for defects of a higher severity rating.
Proceedings of the Institution of Civil Engineers – Bridge Engineering, 2022
Visual inspection remains key for assessing the condition of bridges and hence assisting with pla... more Visual inspection remains key for assessing the condition of bridges and hence assisting with planning and
maintenance activities. There have been many efforts to improve or supplement visual inspection processes using new sensing technologies and data capture methods to usher in an era of ‘smart bridges’ or ‘smart infrastructure’. One method to improve data capture is a ‘remote inspection’ where inspectors use digital photographs of a bridge to identify and grade structural defects to the standard of a ‘general inspection’. In this paper, survey data are presented to help formulate a preliminary assessment of the potential for engineers to implement this possible evolution of the visual inspection process. A potential schema for remote visual inspections is developed and presented as a conceptual web application. The focus on the development of the schema includes the need for ease of use by inspectors and integration of collected digital data into bridge management systems. The suggested platform is seen as a transitional method to aid in the long-term implementation of further automation of the inspection process. The system architecture is provided along with possible technologies that may support or enhance it, as well as a discussion of the potential barriers to implementation.
Sustainable and Resilient Infrastructure, Mar 15, 2023
Scour is a significant cause of bridge failure, and resulting bridge closures are likely to gener... more Scour is a significant cause of bridge failure, and resulting bridge closures are likely to generate significant disruption to infrastructure networks. The management of scour-susceptible bridges is a significant challenge for improving transport resilience, but tends to be heuristic and qualitative. Such assessments often suffer from insufficient knowledge of key factors and require assumptions, which may increase their estimation and relative uncertainty. Analysis of publicly available technical documents reveals that various definitions of “risk” are adopted, as well as multiple approaches are applied. This paper has three objectives: (i) to illustrate the concept of risk in bridge scour management; (ii) to propose a simple scoring system to analyse existing risk-based approaches to manage bridge scour; and (iii) to analyse and compare such approaches on the basis of the obtained scores. A sample of nine documents containing bridge scour risk assessment practices or approaches was analysed using the developed rating system.
Cold Regions Science and Technology, Sep 1, 2023
This paper presents laboratory data from tests on four fine-grained soils: reconstituted Kaolinit... more This paper presents laboratory data from tests on four fine-grained soils: reconstituted Kaolinite, destructured Bothkennar clay, reconstituted Bothkennar clay, and reconstituted Gault clay. The soil samples were conditioned in an oedometer cell while being subjected to varying numbers of freezing and thawing cycles. The influence of freeze-thaw cycles on key soil parameters, including the hydraulic conductivity, Atterberg limits, compression and swelling index was studied. The experimental results were then compared with the analysis of a previously published database of hydraulic conductivity measurements on fine-grained soils called FG/KSAT-1358. The paper demonstrates that while multiple cycles of freezing and thawing affect some of the studied soil parameters, such as the Atterberg limits and the compression characteristics, the effects on the hydraulic conductivity transformation model parameters, linking the water content ratio to hydraulic conductivity are less apparent. The results are useful for geotechnical and pavement engineers when making assessments of freeze-thaw effects on subgrade materials in cold regions.
Transportation Geotechnics, Jul 1, 2023
This paper reviews commonly used parameters and prediction models for assessing the permeability ... more This paper reviews commonly used parameters and prediction models for assessing the permeability of granular soils. Following a review of published models for prediction of soil permeability, a dimensional homogenous transformation model for a-priori estimation of soil permeability was calibrated using a large database (CG/ KSAT/7/1278) comprising permeability data for a wide range of granular soils sourced from over 50 publications. The new transformation model requires knowledge of the void ratio and gradation of the material to make estimates of the soil permeability. The prediction accuracy of the calibrated model was then assessed alongside that of other empirical and semi-empirical models also calibrated using CG/KSAT/7/1278. The potential influences of void ratio, key gradation parameters and permeability test type on the prediction accuracy of the proposed model are also examined. The paper shows that while the fitted constants in the proposed transformation model are affected to varying extents by the aforementioned parameters, it does offer reasonable predictions of permeability with only knowledge of the void ratio and material gradation required.
Proceedings of the Institution of Civil Engineers - Forensic Engineering, 2022
The UK has a large stock of highway bridges that is ageing and deteriorating. This paper presents... more The UK has a large stock of highway bridges that is ageing and deteriorating. This paper presents the results of a programme of work to understand the reliability of the visual inspection data that are used to inform the management of Highways England’s structures. This paper presents a data set comprising evidence collected during the presence of research team inspectors at the principal inspection and/or testing of 200 bridges randomly sampled from Highways England’s bridge network, coupled with asset-management data for Highways England’s entire bridge stock. Recommendations are made for future improvements in visual inspection practice and use of such data in future asset-management efforts.
Bulletin of the Seismological Society of America, Dec 2022
The time-averaged shear-wave velocity in the upper 30 m (VS30) is widely used as a proxy for site... more The time-averaged shear-wave velocity in the upper 30 m (VS30) is widely used as a proxy for site characterization in building codes. Regional estimations of VS30 often use either slope-based, terrain-based, or geological approaches as a proxy. This technique has proven useful at a number of locations globally, and slope-based estimates formed the basis of the original global VS30 model implemented by the U.S. Geological Survey. Geostatistical models involve the study of potentially spatially correlated parameters. Modeling challenges arise when parameters are scarce or uncertain, and traditional geostatistical workflows cannot be implemented in all settings. In this study, the benefits of the spatial extents of VS30 proxies are used to supplement local data to implement a methodology for improving estimates using a multi-Gaussian Bayesian updating framework. This methodology is presented in the context of a data-scarce region, specifically, the Kathmandu Valley in Nepal. Using geostatistical approaches typically used by the petroleum industry, this article develops a novel practice-oriented framework for VS30 estimation that can be adapted for use on a region-by-region basis. This framework provides an informed estimate and assessment of the uncertainties in which quantification of VS30 is required in geotechnical earthquake engineering applications.
Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, Dec 20, 2022
The availability of reliable field data is critical for the advancement of geotechnical engineeri... more The availability of reliable field data is critical for the advancement of geotechnical engineering. This is particularly the case for piled foundations; due to the substantial geotechnical uncertainties. The settlement (performance) predictions from established analytical methods may deviate from field measurements by as much as an order of magnitude. This paper provides a statistical assessment of the uncertainty of predictions of pile performance under axial loading using an openly accessible geotechnical database of pile load tests from the United Kingdom. The collected database information was classified by pile type, location, test data quality and availability of geotechnical data. With reference to the data from fine-grained soils, two analytical models were employed to predict foundation settlement. The settlement prediction performance was then studied statistically and the model bias and error compared with reference to the aforementioned categories to identify the impact of different sources of uncertainty and evaluate the use of both models for future geotechnical practice. The two models investigated generally over-predict settlement, which is likely due to conservative selection of key model parameters, such as soil strength.
Journal of Geotechnical and Geoenvironmental Engineering, May 6, 2022
Estimation of nonlinear pile settlement can be simplified using one-dimensional "t-z" curves that... more Estimation of nonlinear pile settlement can be simplified using one-dimensional "t-z" curves that conveniently divide the soil into multiple horizontal "slices." This simplification reduces the continuum analysis to a two-point boundary-value problem of the Winkler type, which can be tackled by standard numerical procedures. Theoretical "t-z" curves can be established using the "shearing-of-concentric cylinders" theory of Cooke and Randolph-Wroth, which involves two main elements: (1) a constitutive model cast in flexibility form, γ =γ(τ); and (2) an attenuation function of shear stress with radial distance from the pile, τ =τ(r). Soil settlement can then be determined by integrating shear strains over the radial coordinate, which often leads to closed-form solutions. Despite the simplicity and physical appeal of the method, only a few theoretical "t-z" curves are available in the literature. This paper introduces three novel attenuation functions for shear stresses, inspired by continuum solutions, which are employed in conjunction with eight soil constitutive models leading to a set of 32 "t-z" curves. Illustrative examples of pile settlement calculation in two soil types are presented to demonstrate application of the method.
Géotechnique, Jul 2022
Use of the Casagrande-style plasticity chart to classify fine-grained soils using Atterberg’s liq... more Use of the Casagrande-style plasticity chart to classify fine-grained soils using Atterberg’s liquid and plastic limits is ubiquitous in geotechnical engineering. This classification is dependent on the thread-rolling and Casagrande-cup tests, which are both more operator dependent than the fall-cone liquid limit test. This paper shows that the slope of the data acquired during the fall-cone liquid limit test (the fall-cone flow index) can be used to redraw the plasticity chart, thus allowing classification of fine-grained soils to be achieved solely from fall-cone liquid limit data.
Proceedings of the Institution of Civil Engineers – Bridge Engineering, Feb 16, 2022
During bridge design and assessment, effects of thermal actions are accounted for by means of a u... more During bridge design and assessment, effects of thermal actions are accounted for by means of a uniform temperature variation and temperature difference components. The uniform temperature variations cause changes in length and width of the structure, whereas the temperature difference components primarily cause curvatures and internal stresses. The effects of these strains on the superstructure depend on the structure's articulation and restraint. Design profiles used to model the temperature difference components vary between design codes, which can have a significant effect on the induced curvatures. Thermal data findings obtained from a comprehensive, year-long monitoring programme on Waterloo Bridge in London are examined, which allows comparison of these various models with performance data. The design thermal model in BS EN 1991-1-5 is examined, supplemented by the models from the AASHTO and New Zealand codes. The measured uniform bridge temperature generally fell within the stipulated limits of BS EN 1991-1-5; however, at low temperatures the minimum deck temperature may be lower than the design relationship provided. The resultant moments implied from the measured vertical profiles: significantly exceed the worst-case values predicted by the UK model; exceed the AASHTO model at different bridge sections; and do not exceed the New Zealand model.
Bulletin of Earthquake Engineering, Jan 1, 2022
An assessment of liquefaction potential for the Kathmandu Valley considering seasonal variability... more An assessment of liquefaction potential for the Kathmandu Valley considering seasonal variability of the groundwater table has been conducted. To gain deeper understanding seven historical liquefaction records located adjacent to borehole datapoints (published in SAFER/GEO-591) were used to compare two methods for the estimation of liquefaction potential. Standard Penetration Test (SPT) blowcount data from 75 boreholes inform the new liquefaction potential maps. Various scenarios were modelled, i.e., seasonal variation of the groundwater table and peak ground acceleration. Ordinary kriging, implemented in ArcGIS, was used to prepare maps at urban scale. Liquefaction potential calculations using the methodology from (Sonmez, Environ Geol 44:862-871, 2003) provided a good match to the historical liquefaction records in the region. Seasonal variation of the groundwater table is shown to have a significant effect on the spatial distribution of calculated liquefaction potential across the valley. The less than anticipated liquefaction manifestations due to the Gorkha earthquake are possibly due to the seasonal water table level.
Proceedings of the Institution of Civil Engineers - Forensic Engineering, Dec 2021
Bridge scour is a complex bridge-management problem. It is also a difficult forensic engineering ... more Bridge scour is a complex bridge-management problem. It is also a difficult forensic engineering challenge, as the greatest risk occurs during large flows and flood events, when visual inspection of the bridge piers is often not possible. This paper presents a review of scour prediction and modelling methods, whose results are used to determine the key parameters that scour-monitoring systems need to capture. Then, a review of existing monitoring approaches and technologies for scour monitoring is presented. The paper concludes with the proposal of a novel rating system for evaluating different scour-monitoring techniques. The new rating system is trialled ex-post for seven previously published bridge-scour-monitoring case studies to illustrate the use of the new methodology.
Journal of Unmanned Vehicle Systems, Jun 2021
Aerial robotic technology has potential for use in a wide variety of civil engineering applicatio... more Aerial robotic technology has potential for use in a wide variety of civil engineering applications. Such technology potentially offers low-cost methods to replace expensive structural health monitoring activities such as visual inspection. Aerial robots also have potential uses in civil construction and for regional surveys. This paper presents the results of a review on the applications of aerial robotic technology in civil engineering. Such civil engineering applications can be classified into three broad areas: (i) monitoring and inspection of civil infrastructure; (ii) site management, robotic construction, and maintenance; and (iii) post-disaster response surveys and rapid damage assessments. The motivations for uptake of aerial robotics in the civil engineering industry generally fall into the following categories: (i) cost savings, (ii) improved measurement capability, and (iii) safety improvements. The categories of aerial robotic use in civil engineering are then classified as either “established” or “emerging” uses.
Frontiers in Built Environment, May 7, 2021
Seismic hazard assessment often relies on static piezocone penetration tests (CPTu) to estimate t... more Seismic hazard assessment often relies on static piezocone penetration tests (CPTu) to estimate the cyclic resistance ratio (CRR) and for the evaluation of in situ soil behavior. This article presents CPTu data acquired in the Kathmandu valley sediments and makes use of established CPTu interpretation procedures to assess the soil in situ properties. Up to this point predominantly SPT data and limited shear wave velocity measurements have been relied upon to assess the variability and seismic response of soil deposits underlying Kathmandu. This article provides 1) additional data to add to the existing SAFER/GEO-591 database, 2) new shear-wave velocity measurements, and 3) initial estimates of CRR at the sites visited. Based on the work presented in this article, it is concluded that a more detailed methodology is needed for liquefaction assessment mainly due to the presence of saturated silts in the valley.
Earthquake Spectra, May 1, 2021
Geostatistical methods are valuable to better understand the spatial distribution of geotechnical... more Geostatistical methods are valuable to better understand the spatial distribution of geotechnical parameters at regional scale and to optimize the locations of future ground investigations. This article investigates the use of the kriging interpolation method to extend the knowledge of a specific geotechnical property from a few sites to a broader geographical area with a focus on the Kathmandu valley (Nepal). A Bayesian form of kriging is proposed in this article. The estimation of the shear wave velocity in the uppermost 30 m of soil (V S30) in the Kathmandu valley is examined. Slope-based V S30 estimates from the United States Geological Survey are used as prior information, and 15 V S30 measurements are used as more precise data. Considering the limited number of high-quality V S30 measurements available in the valley, it is shown that the Bayesian scheme can lead to a more robust estimation of V S30 than that obtained with the ordinary kriging approach. A methodology for conditioning prior low-precision data to the measurements is also presented.
Quarterly Journal of Engineering Geology and Hydrogeology, 2021
The sharing of ground investigation (GI) data within the UK is commonly practised only in large i... more The sharing of ground investigation (GI) data within the UK is commonly practised only in large infrastructure projects. A vast amount of GI data collected on routine projects is commonly not made publicly available which is arguably inefficient and potentially unsustainable. This paper captures the opinions of the geoscience community and the GI industry on data sharing to better understand current working practices and potential barriers to data sharing. The results of a survey carried out at the Janet Watson Meeting 2018: A Data Explosion: The Impact of Big Data in Geoscience held at the Geological Society of London are reported. This survey is compared with the results of interviews undertaken during the Dig to Share project, a collaborative project led by Atkins, British Geological Survey (BGS) and Morgan Sindall. The opinions and practices of geoscientists towards data sharing across a project life cycle are reviewed. Drivers of risk relating to geotechnical aspects of a project are directly linked to current data sharing practice.
Transportation Engineering, Mar 1, 2021
A new database called AC/k-1624 containing over 1600 measurements of saturated hydraulic conducti... more A new database called AC/k-1624 containing over 1600 measurements of saturated hydraulic conductivity of asphalt concrete has been assembled and analysed. AC/k-1624 was used to investigate the effect of the grading entropy parameters on saturated hydraulic conductivity. A new prediction model comprising both air voids and grading entropy is presented. The database analysis using different predictors of asphalt hydraulic conductivity reveals that the gradation does affect the hydraulic conductivity, but the air void level is necessary to make reasonable a-priori assessments of hydraulic conductivity for asphalt concrete. The new empirical model is shown to have a good predictive capacity for hydraulic conductivity fitting more securely at higher values with more scatter observed at lower values. The effects of test type, gradation classification and Nominal Maximum Aggregate Size (NMAS) are also studied, revealing in general relatively modest influences on the computed regression coefficients.
Proceedings of the Institution of Civil Engineers - Bridge Engineering, Nov 18, 2020
Considerable amounts of data are collected on the UK’s stock of bridges. Much of this data is col... more Considerable amounts of data are collected on the UK’s stock of bridges. Much of this data is collected to inform the planning and scope of maintenance activities. This paper reports on the results of a series of semi-structured interviews with 17 individuals involved in UK bridge asset management and data-collection activities to explore how such data is used in practice. A wide spectrum of organisations and industrial sectors was represented in this dataset. Hierarchical process modelling was used to characterise the UK’s bridge management system and define the processes and sub-processes involved in the management of bridges. Key quotations are used from the interviews to reveal the state of data collection and use in UK bridge infrastructure from the perspective of those directly involved. The study concludes that there is significant variation within the industry regarding the use of visual inspection data and that formal structural health monitoring remains relatively rare. Furthermore, there is a need to develop a new unifying paradigm that will frame the efficient and effective application of emerging artificial intelligence and data science enabled (i.e. ‘smart’) condition-monitoring techniques to bridge management.
Proceedings of the 17th Danube-European Conference on Geotechnical Engineering (17DECGE), Jun 7, 2023
Rainfall-triggered landslides are increasingly a concern in rapidly urbanising areas around the g... more Rainfall-triggered landslides are increasingly a concern in rapidly urbanising areas around the globe. Assessing the stability of slopes is important for geotechnical engineers and planners working in these regions. Saturated hydraulic conductivity is key parameter for assessing the hydrological drivers of slope instability. This paper presents a recent citizen-science case study in Quito, Ecuador, in which saturated hydraulic conductivity measurements were taken in the field on a fine-grained volcanic sediment, often referred to as cangahua, were obtained as part of the Tomorrow's Cities project on urban multi-hazards and disaster risk management. These data are then used along with a recent soil database of Quito soils (Quito/GEO-299) and other locally obtained soil data and the Combined Hydrology And Stability Model (CHASM) to assess the stability of slopes in a hillside community in South Quito. The paper focuses on the variability of key slope stability parameters, including saturated hydraulic conductivity to assess the plausible ranges of behaviour for slopes in this area.
Proceedings of the 17th Danube-European Conference on Geotechnical Engineering (17DECGE), Jun 7, 2023
A-priori estimates of maximum scour depth are important for bridge engineers, managers and owners... more A-priori estimates of maximum scour depth are important for bridge engineers, managers and owners. HEC-18 is an established method which uses empirical equations to estimate bridge scour. This paper applies the HEC-18 methodology to compute maximum scour depth for 936 bridge piers for which field scour depth measurements are available from an online database from the United States Geological Survey (USGS). The results are in general agreement with past research efforts which suggest that the HEC-18 methodology tends to overestimate maximum bridge pier scour depth. The database is also categorized into various sub-sets to study the effect of different particle sizes and devices used to measure scour in the field.
Proceedings of the 17th Danube-European Conference on Geotechnical Engineering (17DECGE), Jun 7, 2023
Hydraulic filling is used for land reclamation work and/or to increase the ground level of low-ly... more Hydraulic filling is used for land reclamation work and/or to increase the ground level of low-lying areas. Changes in gradation properties of the hydraulic fill is to be expected during hydraulic filling process which comprises dredging, transportation, deposition, and compaction. These changes in gradation can influence the hydraulic conductivity (permeability coefficient) of the resulting hydraulic fill mass. This hydraulic conductivity is further exacerbated by potential ponding of the transient remnant sea water within the constructed fill mass and its extent in relation to location of points of discharge and the groundwater regime of the area. This paper examines the effect of change in gradation on the hydraulic fill mass coefficient of permeability, using the grading entropy framework to investigate changes in the coefficient of permeability of the hydraulic fill mass. The paper also examines the possibility of applying the gradation entropy framework to assess the liquefaction potential of sand fill mixtures 'after deposition' and the in-situ granular foundation strata due to seismic events.
Proceedings of the 17th Danube-European Conference on Geotechnical Engineering (17DECGE), Jun 7, 2023
The SAFER project had the aim of developing improved tools and enhanced datasets for seismic haza... more The SAFER project had the aim of developing improved tools and enhanced datasets for seismic hazard assessment in Nepal. The project developed a geotechnical database for the Kathmandu valley (SAFER/GEO-591). During the project additional geotechnical site investigation data was collected including standard penetration testing and new borehole logging. Significantly, new Cone Penetration Testing (CPT) was carried out. This paper presents some further analysis of the collected CPT data and compares the test results against previously published analysis frameworks. The use of CPT data to estimate soil shear wave velocity in the Kathmandu valley along with normalisation procedures to account for the effects of stress level is discussed. Use of the new CPT data along with established soil classification charts is also presented in this paper.
Proceedings of the 17th Danube-European Conference on Geotechnical Engineering (17DECGE), Jun 7, 2023
To investigate the variation of undrained shear strength with changes in water content, determina... more To investigate the variation of undrained shear strength with changes in water content, determination of a value of undrained shear strength at the liquid limit is needed. There is debate as to the extent of the typical range of values of undrained shear strength at the liquid limit. In this paper, the undrained shear strength is measured using the miniature laboratory shear vane apparatus and compared with values back-analysed from British Standard fall-cone test data. Four geomaterials: Kaolin, Bentonite, Chalk and Bothkennar clay were selected for testing. The variation of the undrained shear strength values from both testing approaches with changing water content was also studied and compared with the results of previous work. The paper reports a narrow range of undrained shear strength values at the liquid limit for the geomaterials tested.
Bridge Safety, Maintenance, Management, Life-Cycle, Resilience and Sustainability, 2022
An approach for assessing the value of a structural health monitoring (SHM) system for a bridge p... more An approach for assessing the value of a structural health monitoring (SHM) system for a bridge prior to deployment has been developed. The methodology systematically obtains the views of three key stakeholders in bridge SHM management: the asset owner, the structural engineer and the SHM engineer. The output of the methodology is a numerical value that indicates the approximate likelihood of a SHM system generating value for an asset owner. This paper applies this framework to two structures which span the River Thames in Central London, UK. The first structure is a 434 m long concrete, two-way road and footbridge, with a superstructure primarily comprising a concrete deck and two reinforced concrete box girders. In 2017, the bridge was the subject of a year-long monitoring programme which collected thermal and movement data to help refine structural models and inform maintenance repairs. The second structure consists of a pair of cable-stayed footbridges which are built on either side of an existing rail bridge. Each bridge deck is 300 m in length and is suspended from steel rods known as deck stays, made up of over 4 km of cable. Initially, there were no prior notions about what system should be implemented, but after discussions with the asset owner, a system to monitor the tension in the cables is considered. From the resulting discussions, the retrospective application of the framework resulted in a value-rating (VR) of 3.8, whilst the second structure received a rating of 3.4. A detailed discussion on value monitoring from industry experts is presented.
Bridge Safety, Maintenance, Management, Life-Cycle, Resilience and Sustainability: Proceedings of the Eleventh International Conference on Bridge Maintenance, Safety and Management (IABMAS 2022), Barcelona, Spain, July 11-15, 2022 (Casas, J.R., Frangopol, D.M. and Turmo, J. (eds.)), Jun 27, 2022
Bridges are important infrastructure assets that are vital for the connectivity of communities. V... more Bridges are important infrastructure assets that are vital for the connectivity of communities. Visual inspections remain a key method for bridge condition monitoring. However, visual inspections are often considered to be highly subjective and therefore alternative technologies are often proposed as a means of replacing or enhancing current visual inspection practices. This paper presents the results of a survey which aims to document the emerging trends for future visual inspection practice related to bridges. The implementation of new technological solutions has the potential to improve the quality of inspection data, reduce the safety risks posed to visual inspectors by moving more of the process off-site and improve the quantification of the rate of change in condition. The survey covers two key topics: (i) Emerging data capture methods and (ii) Emerging data analysis methods. Emerging data capture methods include: use of uncrewed vehicles, 360°cameras, photogrammetry, laser scanners, point cloud systems, and Interferometric Synthetic Aperture Radar (InSar). Emerging data analysis methods include: remote inspection, augmented reality and virtual reality, digital image correlation, artificial intelligence, Big Data and the Internet of Things. The survey concludes with a detailed discussion on the opportunities and barriers to implementation of the reviewed technologies and approaches.
Bridge Safety, Maintenance, Management, Life-Cycle, Resilience and Sustainability: Proceedings of the Eleventh International Conference on Bridge Maintenance, Safety and Management (IABMAS 2022), Barcelona, Spain, July 11-15, 2022 (Casas, J.R., Frangopol, D.M. and Turmo, J. (eds.)), Jun 27, 2022
Bridge scour is a major cause of bridge collapse worldwide. Various approaches are available to e... more Bridge scour is a major cause of bridge collapse worldwide. Various approaches are available to estimate levels of scouring due to hydraulic loading. Such scour depth assessment methodologies typically employ a series of empirical and semi-empirical equations to estimate scour around a bridge element. This work examines three such methodologies, namely the Hydraulic Engineering Circular Number 18 method (HEC-18) 4 th edition, the HEC-18 5 th edition method and the Texas A&M University method (TAMU). The paper compares the results from these three calculation methods with field data from 23 bridge piers (eight bridges) located in the State of Maine (USA). The paper investigates the levels of conservatism in the estimates of scour depth calculated using these three methodologies. All three approaches tend to give conservative estimates of maximum scour depth, especially for low values of scour depth, when compared to the field dataset examined in this paper.
20th International Conference on Soil Mechanics and Geotechnical Engineering, 2022
Geotechnical databases are useful for providing quantitative assessments of the variability of im... more Geotechnical databases are useful for providing quantitative assessments of the variability of important geotechnical properties. Such databases are vital for the development and calibration of transformation models which can be used to estimate more complex variables from more fundamental parameters. This study examines two recently compiled databases of hydraulic conductivity of materials important to road construction, namely FG/KSAT-1358 for fine-grained soils, and AC/k-1624 for asphalt concrete mixtures. The influence of statistically classified outliers on the regression coefficients in recently published transformation models derived from these two databases is studied. It is shown that the regression coefficients from the transformation model produced using AC/k-1624 are more influenced by the outlier removal process compared with those from FG/KSAT-1358. The Akaike Information Criterion is used to evaluate the best fit probability density functions to the key database parameters. It is shown that the 'loglogistic' distribution is the best pdf to describe the variation of key parameters from both databases while the 'lognormal' distribution describes best the variation of the void ratio (e) data in FG/KSAT-1358.
20th International Conference on Soil Mechanics and Geotechnical Engineering, 2022
Piled foundations generally fail due to excessive settlements causing damage to the supported str... more Piled foundations generally fail due to excessive settlements causing damage to the supported structure. While various methods are available to predict pile settlements, historically codes of practice have relied upon large factors of safety to ensure pile plunging is sufficiently unlikely. This can lead to confusion between serviceability and collapse limit states as both are concerned with limiting settlements. Modern codes of practice do require the serviceability limit state to be considered independently. However, guidance is rarely provided as to the specific method of predicting settlement and in some cases the expressed expectation is that this condition is satisfied for a pile designed according to the collapse limit state. Therefore, quantifying the settlement reduction provided by a design code is of interest to the engineer as this allows the level of design conservatism to be evaluated. However, this can only be done with a sufficiently large database of pile load tests in the soil deposit of interest. In this paper, two design codes are applied to a dataset of pile tests in London clay. Measured settlements are then obtained from load-test results and compared with those obtained from an unfactored ‘α-method’ analysis to obtain the settlement reduction provided by the design code.
20th International Conference on Soil Mechanics and Geotechnical Engineering, 2022
Quito, Ecuador, is a city at risk of many hazards including earthquakes, volcanic eruptions and l... more Quito, Ecuador, is a city at risk of many hazards including earthquakes, volcanic eruptions and landslides, compounded by the widespread presence of problematic volcanic soils known as Cangahua. This paper presents the preliminary results of data analyses undertaken on a new geotechnical database for Quito, compiled from a variety of sources. It is envisaged that this database will be utilised primarily for improving our understanding of landslide hazard drivers in communities in and around the city. The preliminary statistical analyses include probability density functions and regression models for soil parameters. A difference in geotechnical variability between the north and the south of the city was observed. The study also presents data from unmanned aerial vehicle (UAV) mapping of an informally constructed hillside community in Quito, identifying house-scale slope features (e.g. cut slopes and house loading) that may affect local landslide hazard processes. Together, the statistical analyses of these datasets will provide the inputs for physics-based stochastic slope stability modelling. Recommendations for future data collection are given to support the development of a higher resolution Quito database and facilitate the improvement of community-scale slope stability assessments.
The 17th World Conference on Earthquake Engineering (17WCEE), 2021
The 2015 Gorkha earthquake caused considerable infrastructure damage and disruption. In the years... more The 2015 Gorkha earthquake caused considerable infrastructure damage and disruption. In the years that followed, the need emerged for planners to access hazard maps and better plan future developments and upgrades to existing infrastructure assets. In light of this, the ability to run stochastic simulations is important for scenario planning. When modelling geotechnical phenomena soil variability needs to be assessed. For stochastic modelling efforts, soil variability should be assessed statistically. There are two key geological units in the Kathmandu valley: the Gokarna and Kalimati formations. These valley sediments are highly variable but high-quality geotechnical data is scarce. To mitigate this data scarcity, a recently developed geotechnical database called SAFER/GEO-591 is used to determine the best fit probability density functions for key soil parameters in each formation relevant for geotechnical design and modelling efforts. The best-fit probability density functions can be used in modelling liquefaction potential, site, and foundation response for new and existing constructions in the valley.
Geotechnical Aspects of Underground Construction in Soft Ground: Proceedings of the Tenth International Symposium on Geotechnical Aspects of Underground Construction in Soft Ground, IS-Cambridge 2022, Cambridge, United Kingdom, 27-29 June 2022, May 27, 2021
The Mobilisable Strength Design (MSD) philosophy has been used in various applications related to... more The Mobilisable Strength Design (MSD) philosophy has been used in various applications related to underground construction, e.g. for analysis of deep foundation and retaining wall performance. MSD requires simple models for the stress-strain behaviour of soils. The use of a mobilisation factor on undrained strength to limit soil mobilisation was introduced in BS8002 in 1994. To assist with MSD calculations, the mobilisation strain framework (MSF) has been developed to allow geotechnical engineers to account for the non-linear behaviour of fine-grained soils in routine geotechnical design. In this paper, triaxial and pressuremeter test data from the London Clay deposit are analysed, using the MSF, to study the effects of anisotropy on both the mobilisation strains and non-linearity exponent. The implications for design of underground constructions are also discussed.
Geotechnical Aspects of Underground Construction in Soft Ground: Proceedings of the Tenth International Symposium on Geotechnical Aspects of Underground Construction in Soft Ground, IS-Cambridge 2022, Cambridge, United Kingdom, 27-29 June 2022, May 27, 2021
The feasibility of a tunnel, foundation or excavation project is to some extent dependent on limi... more The feasibility of a tunnel, foundation or excavation project is to some extent dependent on limiting the potential ground movements during construction. To make such an assessment it is important to quantify the stress-path dependent behaviour of the soil undergoing undrained lateral and vertical stress relief. At an early stage in the project, site-specific test data is limited and so predictions must necessarily be based upon expected characteristics of the soil deposit. Analysis of a recently compiled database RFG/TXCU-278 has demonstrated a method of quantifying the variability of stress-strain data from stress-path tests that are more frequently encountered in commercial practice (consolidated-undrained triaxial compression and extension tests) for use in design sensitivity analyses. A soil non-linearity parameter (b) is investigated using the database RFG/TXCU-278 and a series of previously reported tests performed on intact Bothkennar Clay. Evidence from both databases suggests that the variability of b is not strongly linked to the effects of shear mode, OCR, strain rate, or plasticity. It is shown that reasonable predictions of nonlinear behaviour up to a load factor (σmob/σfailure) of 0.8 can be achieved using the MSD-MSF method for a rigid pad test.
Bridge Maintenance, Safety, Management, Life-Cycle Sustainability and Innovations, Apr 20, 2021
The management of a national infrastructure network presents a large and complex problem. Managem... more The management of a national infrastructure network presents a large and complex problem. Management organizations must decide how best to allocate their finite resources in order to maintain and upgrade the network, which is primarily composed of large, high-cost, assets that are designed for a long service life. In managing bridges, detecting and predicting deterioration can present a significant technical challenge as it often progresses very slowly until critical thresholds are reached. Furthermore, organizational challenges such as short-term financial pressure adds to the complexity. Typically, there is significant uncertainty inherent in many of the key pieces of information required for the decision-making process, and the options for reducing uncertainty are costly and slow. The system that must make these decisions comprises an inter-connected network of technical and organizational processes embedded within an eco-system of government and commercial organizations, each with differing goals. Bridge management organizations need to collect and record appropriate and sufficient asset data to understand the condition of their stock, predict future performance and design effective programmes of maintenance. Typical current practice for recording of this data on highway structures in the UK is to collect schedules of the current state of bridge defects, such as cracks, graded by their extent, and their severity as observed at 6-yearly Principal Inspections. This paper reviews the decisions that asset managers need to make and the effectiveness of the current inspection, recording and management practices to support these. Enhancements to current approaches that will enable the data collected to better support the expectations of the data’s users are proposed. In particular, a change in the approach to inspection recording is proposed to place a much greater focus on assessing the way asset condition changes, in addition to recording its current condition.
Bridge Maintenance, Safety, Management, Life-Cycle Sustainability and Innovations, Apr 20, 2021
This paper examines the viability of remote, image-based assessments to rate bridge defects in th... more This paper examines the viability of remote, image-based assessments to rate bridge defects in the UK. General Inspections are typically undertaken on all bridges in a stock every two years and is one of the primary methods of stock assessment by bridge owners. However, past studies have shown that they are subjective and potentially unreliable. This inspection process could be split up into six fundamental stages: (1) planning & preparation, (2) image capture, (3) defect identification, (4) defect grading, (5) interpretation of change over time, and (6) maintenance decision-making. In current UK industry practice, going through these stages is often a labour-intensive manual process. By framing the inspection workflow in this way, work can be done to investigate if these stages can be ‘operationalised’, without reducing the reliability of the overall process. This study explores the factors that affect the accurate obtaining of defect ratings, where image capture and defect interpretation are explicitly separated. A simple comparison of defect ratings obtained from an on-site and off-site inspection is carried out on four defects. The results were found to be similar, with plans being made to expand this into a large-scale trial. Barriers to a remote, image-based inspection are discussed and a potential future architecture for an inspection workflow is suggested.
Bridge Maintenance, Safety, Management, Life-Cycle Sustainability and Innovations, Apr 20, 2021
Bridge engineers specifying, designing and installing Structural Health Monitoring (SHM) systems ... more Bridge engineers specifying, designing and installing Structural Health Monitoring (SHM) systems need to be able to provide reliable information over the very long design lives expected of critical infrastructure assets such as bridges. It is essential that asset managers can have confidence that any significant anomalies or changes in the performance of the structure will be detected. The resources and planning needed to keep such systems functioning is rarely reported as many research deployments are of short duration. In 2007 a wireless sensor network was installed in the Hessle Anchorage chambers of the Humber Bridge in the United Kingdom to monitor parameters that could affect the durability of the main suspension cables of the bridge. This deployment was part of a wider project aimed at examining the potential for using wireless network systems to monitor infrastructure assets. The initial planned duration of the project was six months. It has however now been in place and operational for over ten years. This paper discusses the maintenance undertaken, modifications required, and long-term performance of this installation along with the significance of the long-term data set that has been collected.
Bridge Maintenance, Safety, Management, Life-Cycle Sustainability and Innovations, Apr 20, 2021
Scour is a major cause of bridge failure and results in significant economic losses through disru... more Scour is a major cause of bridge failure and results in significant economic losses through disruption to operation. This phenomenon naturally affects bridges with underwater foundations and is exacerbated during high river and/or turbulent flows (e.g. due to extreme events). When scour reaches the bottom of or undermines shallow foundations, it may trigger various damage mechanisms that may influence the safety of the structure and force asset managers to reduce traffic capacity. Currently, assessing risk of scour is a heuristic process, heavily reliant on qualitative approaches and expert opinion (e.g. visual inspections). These types of assessments typically suffer from insufficient knowledge of influencing factors (e.g. hydraulic parameters) and the requirement to rely on several assumptions (e.g. assumed foundation depth). As a result, current scour assessment and bridge management practices do not provide reliable solutions for addressing the potential risk of bridge failures. In this paper, cross-cutting needs and challenges related to the development of decision support tools for scour-risk management are highlighted and some preliminary results of a literature survey are reported. The review has been performed with several objectives: (i) identifying scour-risk indicators describing hydrodynamic actions and the asset condition; (ii) defining indirect and direct consequences needed to assess the risks associated to different decision alternatives related to scour management; and (iii) identifying existing approaches to scour inspections and monitoring as support tools for informed decisions. The results of this survey will serve as a base for future research aimed to develop an informed decision support tool to manage scour risk at both the bridge and at the network level.
Piling 2020: Proceedings of the Piling 2020 Conference, Mar 5, 2021
Prediction of pile performance often relies upon full-scale pile load testing to better manage ge... more Prediction of pile performance often relies upon full-scale pile load testing to better manage geotechnical uncertainty and enable less conservative design. Many analysis methods (e.g. the α-method) require a load test database for calibration. Databases of these tests can provide detailed design guidance in specific geological deposits. However, full scale tests are expensive, and the results, for a variety of reasons, are not always shared with the wider geotechnical community. The DINGO database is an openly accessible database of full-scale pile load tests carried out in UK soils. This paper reports on the building of the database as well as the challenges involved and lessons learnt in collecting and sharing the pile test data. The pile test data in the database is presented by sorting for ‘Geological Deposit’, ‘Construction Decade’ and ‘Construction Type’. A preliminary classification of the quality of information contained in the database is also presented.
Lecture Notes in Civil Engineering, 2021
The Seismic Safety and Resilience of Schools in Nepal (SAFER) project has an important aim of pro... more The Seismic Safety and Resilience of Schools in Nepal (SAFER) project has an important aim of producing improved tools for geotechnical and earthquake engineers to assess seismic hazard in the Kathmandu Valley, Nepal. Geo-databases have the potential to offer geotechnical practitioners means to improve a-priori predictions of important soil parameters in geotechnical design. In this paper, some recent work to develop a new database of geotechnical information (SAFER/GEO-591) including shear wave velocity measurements is reported. Attempts to develop new transformation models to better predict shear wave velocity from more basic parameters such as SPT-N values are presented. Use of kriging to better map shear wave velocity for the study area is recommended as a suitable alternative to the presented correlations.
Journal of Geotechnical and Geoenvironmental Engineering , 2023
This paper presents a discussion of “Uniqueness of suction stress value at liquid limit of soil” ... more This paper presents a discussion of “Uniqueness of suction stress value at liquid limit of soil” by Ning Lu, Angel Rodrigo Angulo Calderon and Alexandra Wayllace. https://doi.org/10.1061/(ASCE)GT.1943-5606.0002937
Geotechnical Testing Journal, 2023
Engineering Geology, 2022
Free access to the full published article is provided until 17th May 2022 via the following Share... more Free access to the full published article is provided until 17th May 2022 via the following Share Link: https://authors.elsevier.com/a/1epdM38lpJfN1
The Authors have presented an interesting paper (Hrubesova et al., 2020), which aims (in part) to validate the Moharjerani (1999) calibration approach for establishing the 80 g/30◦ fall-cone penetration depth equating to the liquid limit by the Casagrande percussion-cup approach, determined according to the British Standard. In this paper, the Discussers present some clarifications on, and state various observations regarding, the approaches adopted in the Hrubesova et al. (2020) investigation, as well as the Moharjerani (1999) calibration approach employed therein. The Discussers also present a description of some relevant literature not covered in the Authors’ paper (Hrubesova et al. 2020) aimed at making further clarifications on this important area of geotechnical practice.
Géotechnique, 2022
Vardanega, P.J., Haigh, S.K., O’Kelly, B.C., Zhang, X., Liu, X., Chen, C. & Wang, G. (2022). Disc... more Vardanega, P.J., Haigh, S.K., O’Kelly, B.C., Zhang, X., Liu, X., Chen, C. & Wang, G. (2022). Discussion: Use of fall-cone flow index for soil classification: a new plasticity chart. Géotechnique, https://doi.org/10.1680/jgeot.21.00268
Proceedings of the Institution of Civil Engineers – Engineering Sustainability, Oct 2021
Vardanega, P.J. (2021). Editorial. Proceedings of the Institution of Civil Engineers – Engineerin... more Vardanega, P.J. (2021). Editorial. Proceedings of the Institution of Civil Engineers – Engineering Sustainability, 174(5): 211-212 https://doi.org/10.1680/jensu.2021.174.5.211
Geomechanics and Geoengineering, 2021
The undrained shear strength of soil is a key engineering parameter, which is often linked to liq... more The undrained shear strength of soil is a key engineering parameter, which is often linked to liquidity index (e.g. Vardanega and Haigh 2014). This linkage depends critically on the undrained strength of soil at the liquid limit, a subject on which there has been some debate. The determination of the liquid limit is carried out using one of two general methods: ‘Casagrande cup’ or ‘fall cone’, depending on national standards. The authors have presented an interesting paper that shows (amongst other things) how fall-cone undrained shear strength values at the fall-cone liquid limit (cuFC;LL) can vary with changes in the water content at the fall-cone liquid limit (wL;FC ). Data of the undrained strength at liquid limit when this is determined by the fall cone are rare, although since this test is itself a measurement of soil strength, examination typically shows a much narrower range of values than for strengths measured at the Casagrande-cup liquid limit (wL;cup ). It is hence surprising that the work of Nagaraj et al. (2018) shows such clear trends of varying undrained strength at the fall-cone liquid limit with water content. The paper hence prompts a debate as to whether the undrained strength at the fall-cone liquid limit can be sensibly assumed as a fixed value. This discussion seeks (in the context of the published paper) to explore this question.
Proceedings of the Institution of Civil Engineers - Geotechnical Engineering, Aug 31, 2021
Vardanega, P.J., Moinet, W.W. & Castellanza, R. (2021). Editorial. Proceedings of the Institution... more Vardanega, P.J., Moinet, W.W. & Castellanza, R. (2021). Editorial. Proceedings of the Institution of Civil Engineers – Geotechnical Engineering, 174(4): 331–333 https://doi.org/10.1680/jgeen.2021.174.4.331
Proceedings of the Institution of Civil Engineers - Geotechnical Engineering, Apr 20, 2021
Vardanega, P.J., Elia, G. & Yao, K. (2021). Editorial. Proceedings of the Institution of Civil En... more Vardanega, P.J., Elia, G. & Yao, K. (2021). Editorial. Proceedings of the Institution of Civil Engineers - Geotechnical Engineering, 174(2): 99–101 https://doi.org/10.1680/jgeen.2021.174.2.99
Géotechnique, Aug 17, 2020
Feng, S., Vardanega, P.J., Ibraim, E., Widyatmoko, I., Ojum, C., O'Kelly, B.C. & Nogal, M. (2020)... more Feng, S., Vardanega, P.J., Ibraim, E., Widyatmoko, I., Ojum, C., O'Kelly, B.C. & Nogal, M. (2020). Discussion: Permeability assessment of some granular mixtures. Géotechnique, 70(9): 845–847 https://doi.org/10.1680/jgeot.19.d.005
Géotechnique, Jun 16, 2020
O’Kelly, B.C., Vardanega, P.J., Haigh, S.K. & Barnes, G.E. (2020). Discussion: Use of fall cones ... more O’Kelly, B.C., Vardanega, P.J., Haigh, S.K. & Barnes, G.E. (2020). Discussion: Use of fall cones to determine Atterberg limits: a review. Géotechnique, 70(7): 647-651 https://doi.org/10.1680/jgeot.19.d.003
Proceedings of the Institution of Civil Engineers - Engineering Sustainability, Apr 9, 2020
Vardanega, P.J. (2020). Editorial. Proceedings of the Institution of Civil Engineers – Engineerin... more Vardanega, P.J. (2020). Editorial. Proceedings of the Institution of Civil Engineers – Engineering Sustainability, 173(3): 107-108 https://doi.org/10.1680/jensu.2020.173.3.107
Journal of Materials in Civil Engineering, Mar 1, 2020
Vardanega, P.J., O’Kelly, B.C. & Haigh, S.K. (2020). Discussion of “Reclaimed Lignin-Stabilized S... more Vardanega, P.J., O’Kelly, B.C. & Haigh, S.K. (2020). Discussion of “Reclaimed Lignin-Stabilized Silty Soil: Undrained Shear Strength, Atterberg Limits, and Microstructure Characteristics” by Tao Zhang, Guojun Cai, and Songyu Liu. Journal of Materials in Civil Engineering (ASCE), 32(3): [07020001] https://doi.org/10.1061/(ASCE)MT.1943-5533.0003064
Proceedings of the Institution of Civil Engineers - Geotechnical Engineering, Feb 1, 2020
Vardanega, P.J. (2020). Editorial. Proceedings of the Institution of Civil Engineers – Geotechnic... more Vardanega, P.J. (2020). Editorial. Proceedings of the Institution of Civil Engineers – Geotechnical Engineering, 173(1): 1-2 https://doi.org/10.1680/jgeen.2020.173.1.1
Proceedings of the Institution of Civil Engineers - Engineering Sustainability, Nov 18, 2019
Vardanega, P.J. (2019). Editorial. Proceedings of the Institution of Civil Engineers – Engineerin... more Vardanega, P.J. (2019). Editorial. Proceedings of the Institution of Civil Engineers – Engineering Sustainability, 172(8): 415 https://doi.org/10.1680/jensu.2019.172.8.415
Proceedings of the Institution of Civil Engineers - Geotechnical Engineering, Jan 14, 2019
Go, J. & Vardanega, P.J. (2019). Editorial. Proceedings of the Institution of Civil Engineers - G... more Go, J. & Vardanega, P.J. (2019). Editorial. Proceedings of the Institution of Civil Engineers - Geotechnical Engineering, 172(1): 1-3 https://doi.org/10.1680/jgeen.2019.172.1.1
Geotechnical and Geological Engineering, Dec 2017
Vardanega, P.J. & Haigh, S.K. (2017). Discussion of "Water Content Ratio: An Effective Substitute... more Vardanega, P.J. & Haigh, S.K. (2017). Discussion of "Water Content Ratio: An Effective Substitute for Liquidity Index for Prediction of Shear Strength of Clays" by Beshy Kuriakose, Benny Mathews Abraham, A. Sridharan & Babu T. Jose. Geotechnical and Geological Engineering, 35(6): 3039-3044 https://doi.org/10.1007/s10706-017-0290-0
Proceedings of the Institution of Civil Engineers - Municipal Engineer, Sep 2017
Pollock-Fraser, H., Christopher, P., Kennedy, C., Webster, T., Vardanega, P.J., Johansson, A. & C... more Pollock-Fraser, H., Christopher, P., Kennedy, C., Webster, T., Vardanega, P.J., Johansson, A. & Cottrell, R. (2017). Discussion: A new tram network for Bristol: a possible solution? Proceedings of the Institution of Civil Engineers - Municipal Engineer, 170(3): 185 https://doi.org/10.1680/jmuen.17.00013
Proceedings of the Institution of Civil Engineers - Geotechnical Engineering, Apr 2017
Vardanega, P.J. (2017). Editorial. Proceedings of the Institution of Civil Engineers – Geotechnic... more Vardanega, P.J. (2017). Editorial. Proceedings of the Institution of Civil Engineers – Geotechnical Engineering, 170(2): 95-96 https://doi.org/10.1680/jgeen.2017.170.2.95
Proceedings of the Institution of Civil Engineers - Bridge Engineering, Mar 2017
Vardanega, P.J., Webb, G.T., Fidler, P.R.A., Middleton, C.R. & Collins, J. (2017). Discussion: As... more Vardanega, P.J., Webb, G.T., Fidler, P.R.A., Middleton, C.R. & Collins, J. (2017). Discussion: Assessing the potential value of bridge monitoring systems. Proceedings of the Institution of Civil Engineers – Bridge Engineering, 170(1): 87-88 https://doi.org/10.1680/jbren.16.00027
Innovative Bridge Design Handbook: Construction, Rehabilitation and Maintenance (Second Edition), 2022
Structural health monitoring (SHM) has the potential to transform the bridge engineering industry... more Structural health monitoring (SHM) has the potential to transform the bridge engineering industry by providing stakeholders with additional information to inform decisions about the design, operation, and management of bridges throughout their life. This chapter gives guidance on SHM for engineers who design, build, operate and maintain bridges. There remain numerous technical challenges to overcome when deploying SHM systems, but the most important issues to be considered are how to decide what information is required and then how to develop a strategy to deliver this information in a form that is easy to interpret so as to inform decision making. This chapter presents a series of case studies to show how SHM systems can be used in practice to obtain valuable data and to explore the challenges faced during such projects. Future directions for emerging technologies and approaches for future research and management of bridge SHM systems are also discussed.
This report outlines the database of pile load test information that has been built as part of th... more This report outlines the database of pile load test information that has been built as part of the Engineering and Physical Sciences Research Council (EPSRC) funded project EP/P020933/1: Databases to INterrogate Geotechnical Observations (DINGO) which ran between 1 July 2017 and 9 June 2019. The database is populated with data digitised from the literature as well as datasets supplied by contributors from the geotechnical engineering industry in the United Kingdom. The database file structure is inspired by the AGS data format (Association of Geotechnical and Geoenvironmental Engineering Specialists). The report is arranged in five main parts: (1) In the first section the background and rationale of the project is explained in detail; (2) In the second section the methodology and tools used by the research team to build the database are explained; (3) In the third section the database structure is shown and commentary is given for those wishing to download some or all of the information contained in the DINGO database; (4) In this section preliminary analysis of the collected data is represented on a series of maps, drawn using a geographical information system (GIS), which show the following subsets: (a) construction era; (b) pile foundation typology; (c) geological deposit and soil characteristics; (5) The report concludes with a summary as well as a series of appendices and references that in part explain the structure, arrangement and origin of the information in the DINGO database. The database has been uploaded to the data.bris Research Data Repository at the University of Bristol, and has been released online (https://doi.org/10.5523/bris.89r3npvewel2ea8ttb67ku4d) for use by the community under the CC-BY 4.0 Licence (https://creativecommons.org/licenses/by/4.0/)
This report outlines the database of pile load test information that has been built as part of th... more This report outlines the database of pile load test information that has been built as part of the Engineering and Physical Sciences Research Council (EPSRC) funded project EP/P020933/1: Databases to INterrogate Geotechnical Observations (DINGO) which ran between 1 July 2017 and 9 June 2019. The database is populated with data digitised from the literature as well as datasets supplied by contributors from the geotechnical engineering industry in the United Kingdom. The database file structure is inspired by the AGS data format (Association of Geotechnical and Geoenvironmental Engineering Specialists). The report is arranged in five main parts: (1) In the first section the background and rationale of the project is explained in detail; (2) In the second section the methodology and tools used by the research team to build the database are explained; (3) In the third section the database structure is shown and commentary is given for those wishing to download some or all of the information contained in the DINGO database; (4) In this section preliminary analysis of the collected data is represented on a series of maps, drawn using a geographical information system (GIS), which show the following subsets: (a) construction era; (b) pile foundation typology; (c) geological deposit and soil characteristics; (5) The report concludes with a summary as well as a series of appendices and references that in part explain the structure, arrangement and origin of the information in the DINGO database. The database has been uploaded to the data.bris Research Data Repository at the University of Bristol, and has been released online (https://doi.org/10.5523/bris.3r14qbdhv648b2p83gjqby2fl8) for use by the community under the CC-BY 4.0 Licence (https://creativecommons.org/licenses/by/4.0/)
Innovative Bridge Design Handbook: Construction, Rehabilitation and Maintenance, 2016
Structural health monitoring (SHM) has the potential to transform the bridge engineering industry... more Structural health monitoring (SHM) has the potential to transform the bridge engineering industry by providing stakeholders with additional information to inform decisions about the design, operation, and management of bridges throughout the structures’ lifespans. This chapter gives guidance on SHM for engineers who design, build, operate, and maintain bridges. There remain numerous technical challenges to overcome when deploying SHM systems; however the most important issues to consider are how to decide what information is required, and then how to develop a strategy to deliver this information in a form that is easy to interpret and can inform decision making. This chapter gives an introduction to the uses and current capabilities of SHM. Directions for future research and management of bridge SHM systems are also discussed.
Cold Regions Science and Technology, Sep 1, 2023
Supplementary material 2 for "Hydraulic conductivity of fine-grained soils subjected to freeze-th... more Supplementary material 2 for "Hydraulic conductivity of fine-grained soils subjected to freeze-thaw cycles"
Cold Regions Science and Technology, Sep 1, 2023
Supplementary material 1 for "Hydraulic conductivity of fine-grained soils subjected to freeze-th... more Supplementary material 1 for "Hydraulic conductivity of fine-grained soils subjected to freeze-thaw cycles"
Transportation Geotechnics, 2023
Supplementary data for "Use of hydraulic radius to estimate the permeability of coarse-grained ma... more Supplementary data for "Use of hydraulic radius to estimate the permeability of coarse-grained materials using a new geodatabase"
Journal of Geotechnical and Geoenvironmental Engineering, 2022
The fitting of the model parameters from the eight simplified soil constitutive models, summarise... more The fitting of the model parameters from the eight simplified soil constitutive models, summarised in Table 1, to two representative soil samples, is discussed in more detail in this supplement. The results of the fitting analysis are provided in the main paper. The method presented requires an experimental stress-strain curve, e.g., from a triaxial test, making it easily applicable to any problem where soil stress-strain data is available.
Supplemental material, Appendix_A for The SAFER geodatabase for the Kathmandu Valley: Geotechnica... more Supplemental material, Appendix_A for The SAFER geodatabase for the Kathmandu Valley: Geotechnical and geological variability by Charlotte EL Gilder, Rama Mohan Pokhrel, Paul J Vardanega, Flavia De Luca, Raffaele De Risi, Maximilian J Werner, Domniki Asimaki, Prem Nath Maskey and Anastasios Sextos in Earthquake Spectra
Environmental Geotechnics, 2019
ONLINE SUPPLEMENT
Permeability assessment of some granular mixtures, 2018
ONLINE SUPPLEMENT: EXAMPLE GRADING ENTROPY CALCULATION
Journal of Bridge Engineering, 2017
Proceedings of the Institution of Civil Engineers - Civil Engineering, 2016
Online Supplement – CHASM Model Parameters
Proceedings of the Institution of Civil Engineers - Geotechnical Engineering, 2014