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Dr. Bidisha Ghosh
Associate Professor, Civil Struct & Env. Eng.

Publications and Further Research Outputs

Peer-Reviewed Publications

Dhivya Bharathi, Juan Manuel González Sopeña, Siobhan Clarke, Bidisha Ghosh, Travel time prediction utilizing hybrid deep learning models, Transportation Research Record: Journal of the Transportation Research Board, 2023 Journal Article, 2023 DOI TARA - Full Text

Ruchita Ingle, Saheba Bhatnagar, Bidisha Ghosh, Laurence Gill, Shane Regan, John Connolly and Matthew Saunders, Development of Hybrid Models to Estimate Gross Primary Productivity at a Near-Natural Peatland Using Sentinel 2 Data and a Light Use Efficiency Model, Remote Sensing, 15, 2023, p1673- Journal Article, 2023 URL TARA - Full Text

Gill L., Bhatnagar S., Bijkerk E., Regan S., Somlai C., Naughton O., Ghosh B., Waldren S., Coxon C., Johnston P., EcoMetrics - Environmental Supporting Conditions for Groundwater-dependent Terrestrial Ecosystems, Wexford, Ireland, Environmental Protection Agency, 2022, 1 - 54pp Book, 2022 URL

Bhatnagar S., Gill L.W., Waldren S., Sharkey N., Naughton O., Johnston P., Coxon C., Morrissey P., Ghosh B., Ecohydrological metrics for vegetation communities in turloughs (ephemeral karstic wetlands), Ecohydrology, 14, 2021, pe2316 Journal Article, 2021 DOI

Bhatnagar, Saheba, Gill, Laurence, Regan, Shane, Naughton, Owen, Johnston, Paul, Waldren, Steve, Ghosh, Bidisha, MAPPING VEGETATION COMMUNITIES INSIDE WETLANDS USING SENTINEL-2 IMAGERY IN IRELAND, International Journal of Applied Earth Observation and Geoinformation, 88, 2020, p102083 Journal Article, 2020 DOI

Galvin, Myles and Lenihan, Benjamin and Popovici, Emanuel and Doorley, Ronan and Pakrashi, Vikram and Ghosh, Bidisha, Estimating Environmental Exposure of Cyclists in Cork using Limited Sensing Capabilities, Proceedings of the Institution of Civil Engineers-Urban Design and Planning, 2020, p1--31 Journal Article, 2020

Wenliang Qiu, Vikram Pakrashi and Bidisha Ghosh, Underwater Fishing Net Health State Estimation, EWSHM2020, Palermo, Italy, 2020 Conference Paper, 2020

J.M. González-Sopeña, V. Pakrashi, and B. Ghosh, Multi-step ahead wind power forecasting for Ireland using an ensemble of VMD-ELM models, 2020 31st Irish Signals and Systems Conference, June, 2020 Conference Paper, 2020

O'Byrne M., Ghosh B., Schoefs F., Pakrashi V., Applications of virtual data in subsea inspections, Journal of Marine Science and Engineering, 8, (5), 2020 Journal Article, 2020 DOI

Doorley, Ronan, Pakrashi, Vikram, Szeto, W. Y., Ghosh, Bidisha, Designing cycle networks to maximize health, environmental, and travel time impacts: An optimization-based approach, International Journal of Sustainable Transportation, 14, (5), 2020, p361-374 Journal Article, 2020 DOI

Basu, B., Alam, M.S., Ghosh, B., Gill, L.W., McNabola, A., Augmenting limited background monitoring data for improved performance in land use regression modeling: using support vector regression and mobile monitoring, Atmospheric Environment, 201, 2019, p310 - 322 Journal Article, 2019 DOI

Reddy, Santosh Kumar, Ram, Bhargav, O'Byrne, Michael, Vanajakshi, Lelitha, Ghosh, Bidisha, Alternative approach to traffic state analysis on Indian roads using image processing, Proceedings of the Institution of Civil Engineers - Transport, 172, (6), 2019, p336-346 Journal Article, 2019 DOI

Bhatnagar S., Ghosh B., Regan S., Naughton O., Johnston P.M., Gill L.W., Remote sensing based ecotope mapping and transfer of knowledge in raised bogs, Geophysical Research Abstracts , 21, 2019 Journal Article, 2019

Dey, S., Caulfield, B., Ghosh, B. , Modelling Uncertainty of Vehicular Emissions Inventory: A Case Study of Ireland, Journal of Cleaner Production, 213, 2019, p1115 - 1126 Journal Article, 2019 TARA - Full Text

J.M. González-Sopeña, V. Pakrashi, and B. Ghosh, Ensemble empirical mode decomposition based deep learning model for short-term wind power forecasting, GREENER 2019 Conference, Dublin, Ireland, 2019 Conference Paper, 2019

Buckley, T., Pakrashi, V. and Ghosh, B., Pitfalls & Challenges of Time Series Analysis Techniques for Bridge Structural Health, ITRN2019, Belfast, UK, August, 2019 Conference Paper, 2019

McHale T; O'Byrne M; Doorley R; Rittgers G; Ghosh B; Pakrashi V, The Influence of Passing Events on Cyclists Behavior and Risk Perception, Velo-City 2019, Dublin, Ireland, 2019 Conference Paper, 2019

STEAM at Work: Physiological and Psychological Perceptions of Risk of Cyclists in, Springer International Publishing, 2019, pp171-186 , [Doorley, Ronan, Pakrashi, Vikram, Byrne, Eoin, Comerford, Samuel, Groeger, John A., Ghosh, Bidisha] Book Chapter, 2019 DOI

Hale, Thomas Mac, Doorley, Ronan, O'Byrne, Michael, Rittgers, Giacinto, Pakrashi, Vikram, Ghosh, Bidisha, How Do Passing Events Influence the Perception of Risk Among Cyclists?, IEEE, 2019 Conference Paper, 2019 DOI

Shane Kelly, Ajinkya S. Mane and Bidisha Ghosh, Cork Bus Route Evaluation using Spatial Analysis, ITRN2019, Belfast, UK, September, 2019 Conference Paper, 2019

Djordjevic, B., Mane, S.A., Caulfield, B., Ghosh, B., Vehicular Emission and Possible Mitigation from Heavy Duty Vehicles (HDV): Insights From MAP-HDV Project, ITRN2019, Belfast, UK, September, 2019 Conference Paper, 2019

Doorley, Ronan, Pakrashi, Vikram, Ghosh, Bidisha, Health, environmental and travel cost impacts of urban cycling in Dublin, Ireland, Proceedings of the Institution of Civil Engineers - Engineering Sustainability, 2018, p1-11 Journal Article, 2018 DOI

O'Byrne, Michael and Pakrashi, Vikram and Schoefs, Franck and Ghosh, Bidisha, Damage Assessment of the Built Infrastructure using Smartphones, Civil Engineering Research in Ireland 2018 (CERI2018), University College Dublin, Ireland, 29-30 August, 2018, The STEAM Revolution, 2018 Conference Paper, 2018

Meabh Gallagher, Bidroha Basu, Aonghus McNabola, Balz Kamber, Laurence Gill, Bidisha Ghosh and Md. Saniul Alam, Source Apportionment of Ambient Fine Particulate Matter (PM2.5) in the Greater Dublin Area: A Focus on Emissions from Diesel Vehicles, 28th Irish Environmental Researchers Colloquium 2018 Environ 2018, Cork, 2018 Conference Paper, 2018

Michael O'Byrne, Bidisha Ghosh, Franck Schoefs, Vikram Pakrashi, Image-Based Damage Assessment for Underwater Inspections , 1st, 2018 Book, 2018 DOI

O'Byrne, Michael and Pakrashi, Vikram and Schoefs, Franck and Ghosh, Bidisha, ROC-based Performance Analysis and Interpretation of Image-based Damage Diagnostic Tools for Underwater Inspections, IALCCE 2018, 6th International Symposium on Life-Cycle Civil Engineering, Ghent, Belgium , 28-31 October , 2018, pp1679--1686 Conference Paper, 2018

Dey, Shreya; Caulfield, Brian; Ghosh, Bidisha, Quantification of Diesel Burden and the Potential Impact of Diesel-Ban in Dublin, Ireland, Transportation Research Board 97th Annual Meeting, Washington DC, United States, 2018 Conference Paper, 2018

Bhatnagar S., Ghosh B., Regan S., Naughton O., Johnston P.M., Gill L.W., Monitoring environmental supporting conditions of a raised bog using remote sensing techniques, Remote Sensing and Hydrology Symposium ICRS-IAHS, Córdoba, Spain, 8th-10th May, 2018, pp1 Conference Paper, 2018

Dey, S., Caulfield, B., Ghosh, B., Potential Health & Economic Benefits of Banning Diesel Traffic in Dublin, Ireland, Journal of Transport & Health, 2018, p156 - 166 Journal Article, 2018 DOI

O"Byrne, Michael, Pakrashi, Vikram, Schoefs, Franck, Ghosh, and Bidisha, Semantic Segmentation of Underwater Imagery Using Deep Networks Trained on Synthetic Imagery, Journal of Marine Science and Engineering, 6, (3), 2018, p93 Journal Article, 2018 DOI

Bidroha Basu, Md. Saniul Alam, Bidisha Ghosh, Laurence Gill and Aonghus McNabola, Assessing the impact of emissions from diesel vehicles on air quality by using micro-simulation studies, 28th Irish Environmental Researchers Colloquium 2018 Environ 2018, Cork, 2018 Conference Paper, 2018

Bidroha Basu, Md. Saniul Alam, Bidisha Ghosh, Laurence Gill, and Aonghus McNabola, Development of a Land Use Regression model using Support Vector Regression for estimating ambient air pollution exposure to PM2.5 in Dublin, Ireland, European Geosciences Union General Assembly 2018, Austria, 2018 Conference Paper, 2018

Dey, S., Caulfield, B., Ghosh, B., Quantification of Diesel Burden and the Potential Impact of Diesel-Ban in Dublin, Ireland, 97th Annual Meeting of the Transportation Research Board, Washington DC, 2018 Conference Paper, 2018

Bhatnagar S., Ghosh B., Regan S., Naughton O., Johnston P.M., Gill L.W., Monitoring environmental supporting conditions of a raised bog using remote sensing techniques, Proceedings of Remote Sensing and Hydrology Symposium ICRS-IAHS, 380, 2018, p9 - 15 Journal Article, 2018 DOI TARA - Full Text

Galvin M, Lenihan B, Popovici E, Doorley R, Pakrashi V and Ghosh B. , Individual Exposure of Cyclists to Environmental Pollution - A Study on Cork, International Cycling Conference 2017, Mannheim, Germany, 19-21 September 2017, 2017 Conference Paper, 2017

Meabh Gallagher, Aongus Mcnabola, Balz Kamber, Laurence Gill, Bidisha Ghosh, and Saniul Alam, Chemical Fingerprints Of The Major Sources Of Pm2.5 In Dublin, Ireland: A Focus On Diesel Vehicle Emissions. , Air Pollution 2017, Cadiz, Spain, 25-27 April , 2017 Conference Paper, 2017

Dey, S., Caulfield, B., Ghosh, B., The potential health, financial and environmental impacts of dieselgate in Ireland, Transportation Planning and Technology, 2017, p1 - 20 Journal Article, 2017 TARA - Full Text

Leonard, Niamh, O'Mahony, Stephen, Ghosh, Bidisha and Pakrashi, Vikram, Inspection of Cycleways with DataCycle-Preliminary Results, Irish Transport Research Network (ITRN) 2017, Dublin, Ireland, August, 2017 Conference Paper, 2017

Guyonnet, R., Monteil, J., Ghosh, B., & Bouroche, M., Empirical and Simulation Analysis of the Relation between Microscopic and Macroscopic Traffic Considering Trajectory Data Sets, Transportation Research Board 96th Annual MeetingTransportation Research Board, Washington DC, January, 2017, 2017, pp1 - 22 Conference Paper, 2017

O'Byrne, M., Schoefs, F., Pakrashi, V., & Ghosh, B. , An underwater lighting and turbidity image repository for analysing the performance of image based non-destructive techniques, Structure and Infrastructure Engineering, 2017 Journal Article, 2017 DOI

Leonard N, O'Mahony S, Ghosh B and Pakrashi V. , the Irish Cycleway Maintenance Management System, International Cycling Conference 2017, Mannheim, Germany, 19-21 September 2017, 2017 Conference Paper, 2017

O'Donnell, D., Wright, R., O'Byrne, M., Sadhu, A., Edwards Murphy, F., Cahill, P., Kelliher, D., Ghosh, B., Schoefs, F., Mathewson, A., Popovici, E. and Pakrashi, V., Modelling and testing of a historic steel suspension footbridge in Ireland, Proceedings of the Institution of Civil Engineers-Bridge Engineering, 2017, p116 - 132 Journal Article, 2017 URL

Olivier Kracht, José Luis Santiago, Fernando Martin, Antonio Piersanti, Giuseppe Cremona, Gaia Righini, Lina Vitali, Kevin Delaney, Bidroha Basu, Bidisha Ghosh, et al., First outcomes of the fairmode aquila intercomparison exercise on spatial representativeness, 18th International Conference on harmonisation within atmospheric dispersion modelling for regulatory purposes, Bologna, Italy, 2017 Conference Paper, 2017

Meabh Gallagher, Aonghus Mcnabola, Balz Kamber, Laurence Gill, Bidisha Ghosh, & Md Saniul Alam., Probing PM2.5 Sources With Laser Ablation: A Case Study Of Traffic Emissions In Dublin City, Ireland, Goldschmidt 2017, Paris, France, 13-18 August 2017, 2017 Conference Paper, 2017

O'Byrne, M., Schoefs, F., Pakrashi, V., & Ghosh, B. , A Stereo-Matching Technique for Recovering 3D Information from Underwater Inspection Imagery, Computer-Aided Civil and Infrastructure Engineering, 2017 Journal Article, 2017 DOI

Dey, S., Caulfield, B., & Ghosh, B. , The potential health, financial & environmental impacts of diesel-gate in Ireland, 49th Annual UTSG Conference, Dublin, Ireland, 4-6 January, 2017, 2017 Conference Paper, 2017

Ghosh B, Basu B and Pakrashi V. , Analysis of traffic data by considering nonlinearity and nonstationarity, ENOC, 9th European Nonlinear Dynamics Conference, Budapest, Hungary, 25-30 June, 2017, 2017 Conference Paper, 2017

Dey, S., Caulfield, B., Ghosh, B. , Examining alternative fuel options and potential emission reductions from changes in public transport bus fleet in Ireland, ITRN, UCD, 2017 Conference Paper, 2017 TARA - Full Text

Doorley R, Pakrashi V, and Ghosh B, Health impacts of cycling in Dublin on individual cyclists and on the local population, Journal of Transport & Health, 2017 Journal Article, 2017 DOI

Paramanandam, M., O'Byrne, M., Ghosh, B., Mammen, J. J., Manipadam, M. T., Thamburaj, R., & Pakrashi, V. , Automated Segmentation of Nuclei in Breast Cancer Histopathology Images, PloS one, 11, (9), 2016 Journal Article, 2016 DOI

Ronan Doorley, Conor de Courcy, Francesco Pilla, Vikram Pakrashi, Bidisha Ghosh, Intake of Air Pollutants by Cyclists in Urban Environments: Characterization Using Low-Cost Mobile Monitoring, Transportation Research Board 95th Annual Meeting, Washington DC, USA, 10-14 January, 2016, 2016, ppNo. 16-3447 Conference Paper, 2016

Abraham, N., Ghosh, B., Simms, C., Thomson, R., & Amato, G., Assessment of the impact speed and angle conditions for the EN1317 barrier tests, International Journal of Crashworthiness, 21, (3), 2016, p211-221 Journal Article, 2016

O'Byrne, M, Schoefs, F. Ghosh, B. and Pakrashi, V. , Evaluation of camera calibration techniques for quantifying deterioration, Civil Engineering Research Ireland (CERI) Conference, Galway, Ireland, 2016 Conference Paper, 2016

Rabbitt, N., & Ghosh, B. , Economic and environmental impacts of organised Car Sharing Services: A case study of Ireland, Research in Transportation Economics, 57, 2016, p3 - 16 Journal Article, 2016 DOI

Doorley R, Pakrashi V, and Ghosh B , Quantification of the Potential Health and Environmental Impacts of Active Travel in Dublin, 94th Annual Meeting of Transportation Research Board, Washington DC, USA, January 11-15, 2015, 2015 Conference Paper, 2015

O'Byrne M, Ghosh B, Schoefs F, O'Donnell D, Wright W and Pakrashi V. , Acquisition and Analysis of Dynamic Responses of a Historic Pedestrian Bridge using Video Image Processing, Institute of Physics, Journal of Physics, Conference Series, 628, (1), 2015, p012053 Journal Article, 2015

Doorley, R., Pakrashi, V., & Ghosh, B. , Quantification of the Potential Health and Environmental Impacts of Active Travel in Dublin, Transportation Research Record: Journal of the Transportation Research Board, 2531, 2015, p129 - 136 Journal Article, 2015 DOI

R Doorley, V Pakrashi, E Byrne, S Comerford, B Ghosh, JA Groeger, Analysis of heart rate variability amongst cyclists under perceived variations of risk exposure, Transportation research part F: traffic psychology and behaviour, 28, 2015, p40 - 54 Journal Article, 2015 DOI

Amato, G., O'Brien, F., Ghosh, B., & Simms, C. , Gabions: evaluation of potential as low-cost roadside barriers, International Journal of Crashworthiness, 20, (1), 2015, p12-26 Journal Article, 2015 DOI

Doorley R, Pakrashi V, and Ghosh B , Quantifying the Health Impacts of Active Travel: Assessment of Methodologies, Transport Reviews, 35, (5), 2015, p559 - 582 Journal Article, 2015 DOI

O'Byrne M, Ghosh B, Schoefs F and Pakrashi, V., Protocols for Image Processing based Underwater Inspection of Infrastructure Elements, Institute of Physics, Journal of Physics, Conference Series, 628, (1), 2015 Journal Article, 2015 DOI

Lawson, A. R., Ghosh, B., & Pakrashi, V. , Quantifying the perceived safety of cyclists in Dublin, Proceedings of the Institute of Civil Engineers - Transport, 2015, p290 - 299 Journal Article, 2015 URL TARA - Full Text

Amato, G., Ghosh, B., Simms, C., Vehicle-barrier tracking of a scaled crash test for roadside barrier design, 7th European Workshop on Structural Health Monitoring, EWSHM - 2nd European Conference of the Prognostics and Health Management (PHM) Society , 2014 Conference Paper, 2014

Doorley, R., Pakrashi, V., Caulfield, B., Ghosh, B., Short-Term Forecasting of Bicycle Traffic Using Structural Time Series Models, 17th International IEEE Conference on Intelligent Transportation Systems, Qingdao, China, 2014, 2014 Conference Paper, 2014 TARA - Full Text

M O'Byrne, B Ghosh, F Schoefs, V Pakrashi, Regionally Enhanced Multiphase Segmentation Technique for Damaged Surfaces, Computer‐Aided Civil and Infrastructure Engineering, 29, (9), 2014, p644 - 658 Journal Article, 2014 DOI

Ghosh, B., & Smith, D. P. , Customization of automatic incident detection algorithms for signalized urban arterials, Journal of Intelligent Transportation Systems, 18, (4), 2014, p426 - 441 Journal Article, 2014 TARA - Full Text DOI

O'Byrne, Michael and Pakrashi, Vikram and Schoefs, Franck and Ghosh, Bidisha, A comparison of image based 3D recovery methods for underwater inspections, EWSHM-7th European Workshop on Structural Health Monitoring, Nantes (France), July, 2014 Conference Paper, 2014

O'Byrne, M., Pakrashi, V., Schoefs, F., and Ghosh, B., A Comparison of Image Based 3D Recovery Methods for Underwater Inspections, EWSHM-7th European Workshop on Structural Health Monitoring, Nantes, France, July 8 - 11, 2014, 2014 Conference Paper, 2014

Amato G, O'Brien F, Ghosh B, Williams, G, Simms CK, A Scaling Method for Modelling the Crashworthiness of Novel Roadside Barriers, Journal of Crashworthiness, 18, (1), 2013, p93-102 Journal Article, 2013 DOI

O'Byrne, M., Schoefs, F., Ghosh, B., Pakrashi, V., Texture Analysis based Damage Detection of Ageing Infrastructure Elements, Computer-Aided Civil and Infrastructure Engineering, 28, (3), 2013, p162 - 177 Journal Article, 2013 DOI

Dunne, S., Ghosh, B. , Weather Adaptive Short-Term Vehicular Traffic Prediction using Wavelet Based Neural Nets, The 13th World Conference on Transport Research (WCTR) 2013, Rio de Janeiro, Brazil, July 15-18, 2013, 2013 Conference Paper, 2013

Ghosh, B., Caulfield, B., Pakrashi, V. , Effects of Weather on Bicycle Demand in Dublin, The 13th World Conference on Transport Research (WCTR) 2013, Rio de Janeiro, Brazil, July 15-18, 2013, 2013 Conference Paper, 2013

Amato G, O'Brien F, Ghosh B, Williams, G, Simms CK, Multibody modelling of gabion beams for impact applications, Journal of Crashworthiness, 18, (3), 2013, 237-250 Journal Article, 2013 DOI

Lawson, A.R., Pakrashi, V., Ghosh, B., Szeto, W.Y. , Perception of safety of cyclists in Dublin City,, Accident Analysis & Prevention, 50, 2013, p499 - 511 Journal Article, 2013 URL

Michael O'Byrne, Bidisha Ghosh, Franck Schoefs, Vikram Pakrashi , ROC Based Evaluation of Image Analysis Technique Applied to Offshore Infrastructural Elements using Texture Information, ICOSSAR'11, New York, USA, 2013 Conference Paper, 2013

Amato G, O'Brien F, Ghosh B, Simms CK, Multibody modelling of a TB31 and a TB32 crash test with vertical portable concrete barriers: Model verification and sensitivity analysis, IMechE Journal of Multibody Dynamics, 227, (3), 2013, p245-260 Journal Article, 2013 DOI

R Maitra, B Ghosh, P Davis, S Jerrams , Seaport Policy Ireland: A Critique, Irish Transport Research Network, 2013, Dublin, Ireland, 5-6 September, 2013, 2013 Conference Paper, 2013

O'Byrne, M., Ghosh, B., Schoefs, F. and Pakrashi, V. , Effects of turbidity and lighting on the performance of an image processing based damage detection technique, 11th International Conference on Structural Safety and Reliability, New York, USA, 16-20 June 2013, 2013, pp2645-2650 Conference Paper, 2013

Rabbitt, N., Ghosh, B. , A study of feasibility and potential benefits of organised car sharing in Ireland, Transportation Research Part D: Transport and Environment, 25, 2013, p49 - 58 Journal Article, 2013 DOI

Lawson A.R., Ghosh, B., Pakrashi., V. , Comparison of Mode-Specific Perceived Safety Among Cyclists in Multi-Modal Urban Network, The 13th World Conference on Transport Research (WCTR) 2013, July 15-18, 2013, 2013 Conference Paper, 2013

Dunne, S., & Ghosh, B. , Weather adaptive traffic prediction using neurowavelet models, IEEE Transactions on Intelligent Transportation Systems, 14, 2013, p370 - 379 Journal Article, 2013 DOI

Gill L.W., Naughton O., Johnston P.M., Basu B., Ghosh B., Characterisation of hydrogeological connections in a lowland karst network using time series analysis of water levels in ephemeral groundwater-fed lakes (turloughs), Journal of Hydrology, 499, (30), 2013, p389 - 402 Journal Article, 2013 DOI

Mai, T., Ghosh, B., Wilson, S. , Short-term traffic flow forecasting with A-SVARMA, Proceedings of the Institution of Civil Engineering-Transport, 167, (4), 2013, p232 - 239 Journal Article, 2013 TARA - Full Text

Lawson A.R., McMorrow, K, Ghosh, B. , Analysis of the Non-Motorized Commuter Journeys in Major Irish Cities, Transport Policy, 27, 2013, p179 - 188 Journal Article, 2013 DOI

O'Byrne, M., Schoefs, F., Ghosh, B., and Pakrashi, V., A Comparison between Pixel Intensity and Texture Analysis based Damage Detection Techniques, 7th International Workshop NDT in Progress, Dresden, Germany, November 7 - 8, 2013, 2013 Conference Paper, 2013

Amato, Giuseppina and O†Brien, Fionn and Ghosh, Bidisha and Williams, Gavin and Simms, Ciaran, A scaling method for modelling the crashworthiness of novel roadside barrier designs, International journal of crashworthiness, 18, (1), 2013, p93--102 Journal Article, 2013

Amato, G., O'Brien, F., Simms, C., Ghosh, B., & Lyons, M., Scaled Modelling of Occupant Injuries from Vehicle Accelerations for Roadside Barrier Design, Bioengineering in Ireland conference 2012, Belfast, UK, January 27-28, 2012, 2012 Conference Paper, 2012

Real-time Monitoring, Surveillance and Control of Road Networks Under Adverse Weather Conditions: Effects of Weather on Traffic and Pavement in, editor(s)Nour-Eddin El Faouzi (Ed) , Real-time monitoring, surveillance and control of road networks under adverse weather conditions, Iffsttar Lyon, Les collections de l'INRETS, 2012, [El Faouzi et al.] Book Chapter, 2012

Gavin, M., Pakrashi, V., Barton, J., O'Flynn, B., Bouroche, M., Ghosh, B., Cyclists' Route Planner Mobileapp for Dublin City, 40th European Transport Conference 2012, Glasgow, UK, 8-10 October 2012, 2012 Conference Paper, 2012

Lawson, A., Ghosh, B., Pakrashi, V., Szeto, W.Y. , Analysis of the Perception of Safety among Cyclists, 40th European Transport Conference 2012, Glasgow, UK, 8-10 October 2012, 2012 Conference Paper, 2012

O'Byrne, M., Ghosh, B., Pakrashi, V., Schoefs, F., , Image Processing based Damage Detection of Offshore Infrastructural Elements using Texture and Pixel Intensity Information, 5th European Conference on Structural Control (EACS), Genoa, Italy, June 18-20, 2012, 2012 Conference Paper, 2012

O'Byrne, M., Ghosh, B., Pakrashi, V., Schoefs, F., Texture Analysis based Detection and Classification of Surface Features on Ageing Infrastructure Elements, Bridge and Concrete Research in Ireland, Dublin, Ireland, 6-7th September 2012, 2012 Conference Paper, 2012

Stephen Dunne, Bidisha Ghosh, Regime-Based Short-Term Multivariate Traffic Condition Forecasting Algorithm, Journal of Transportation Engineering, 138, (4), 2012, p455--466 Journal Article, 2012

Mahon, J., Ghosh, B., Rice, H. , The Effect of Compromises in Equipment Deployed in the Implementation of Adrienne Method,, Noise and Vibration - Emerging Methods (NOVEM 2012), Sorrento, Italy, 1-4 April 2012, 2012 Conference Paper, 2012

O'Byrne, Michael and Ghosh, Bidisha and Pakrashi, Vikram and Schoefs, Franck, Image Processing based Damage Detection of Offshore Infrastructural Elements using Texture Information, 5th European Conference on Structural Control, Genova, 2012 Conference Paper, 2012

Mai, T., Ghosh, B., & Wilson, S. , Multivariate short-term traffic flow forecasting using Bayesian vector autoregressive moving average model, Transportation Research Board 91st Annual MeetingTransportation Research Board, Washington DC, USA, January 22-26, 2012, 2012, ppNo. 12-3728 Conference Paper, 2012

Mai, T., Ghosh, B., & Wilson, S. , Short-term traffic flow forecasting using dynamic linear models, Irish Transport Research Network, 2011, Cork, Ireland, 2011 Conference Paper, 2011

Giuseppina Amato, F O'Brien, C Simms, B Ghosh, DEVELOPMENT OF ROADSIDE SAFETY BARRIERS USING NATURAL BUILDING MATERIALS, ITRN2011, Cork, 2011 Conference Paper, 2011

Lawson, A. & Ghosh, B., Prediction of Traffic-Related Nitrogen Oxide Concentrations in Dublin City. , 90th Annual Meeting of Transportation Research Board, Washington, D. C., 2011, 2011 Conference Paper, 2011

Gavin, Maurice; Ghosh, Bidisha; Pakrashi, Vikram; Barton, John; O'Flynn, Brendan; Lawson, Anneka, A cycle route planner mobile-app for Dublin city, ITRN2011, Cork, 2011 Conference Paper, 2011

Amato, Giuseppina and Fionn, O and Ciaran, K and Bidisha, G, Development of roadside safety barriers using natural building materials, ITRN Conference Cork, 2011 Conference Paper, 2011

Pakrashi, V., Kelly, J. & Ghosh, B. , Sustainable Prioritization of Bridge Rehabilitation Considering Road User Cost. , 90th Annual Meeting of Transportation Research Board, Washington, D. C., 2011, 2011 Conference Paper, 2011

Ghosh, B, Pakrashi, V and Schoefs, F, High Dynamic Range Image Processing for Non-Destructive-Testing, European Journal of Environmental and Civil Engineering, 15, (7), 2011, p1085 - 1096 Journal Article, 2011

McMorrow, K. & Ghosh, B. , Analysis of Nonmotorized Commuter Journeys in Irish Cities., 90th Annual Meeting of Transportation Research Board , Washington, D. C., 2011, 2011 Conference Paper, 2011

Stephen Dunne and Bidisha Ghosh, TRAFFIC FLOW PREDICTIONS EMPLOYING NEURAL NETWORKS IN A NOVEL TRAFFIC FLOW REGIME SEPARATION TECHNIQUE, ITRN2011, Cork, 2011 Conference Paper, 2011

Lawson, A.R., Ghosh, B., Broderick, B. , Prediction of Traffic-Related Nitrogen Oxides Concentrations using Structural Time Series Models, Atmospheric Environment, 45, (27), 2011, p4719-4727 Journal Article, 2011 TARA - Full Text

Michael O'Byrne, Vikram Pakrashi, Bidisha Ghosh and Franck Schoefs, Receiver Operating Characteristics of a Modified Edge Detection Technique for Corrosion Classification, 23rd conference of Forum Bauinformatik, Cork, 2011 Conference Paper, 2011

Anneka Ruth Lawson, Vikram Pakrashi, Bidisha Ghosh, Liam O'Brien, Perception of Safety among Cyclists in Dublin City, ITRN2011, Cork, 2011 Conference Paper, 2011

Franck Schoefs, Vikram Pakrashi, Bidisha Ghosh, Measure of the reliability of defect detection from image analysis by ROC curves, Journées Scientifiques de l'Université de Nantes, Nantes, 2010 Conference Paper, 2010

Ghosh, B., Basu, B. and O'Mahony, M. M. , Random Process Model for Urban Traffic Flow Using a Wavelet-Bayesian Hierarchical Technique, Computer aided civil and Infrastructure Engineering, 25, (8), 2010, p613 - 624 Journal Article, 2010 DOI TARA - Full Text

Dunne, S. & Ghosh, B., Short-term Traffic Flow Predictions using Neutral Networks a Comparison of Adaptive Learning Rate Algorithms, Irish Transport Research Network, Dublin, 2010, 2010 Conference Paper, 2010

Dunne, S. & Ghosh, B. , Optimal Data Aggregation Interval for Short-term Traffic Flow Prediction in Urban Arterials: A Neural Network Approach, 5th IMA Conference on Mathematics in Transport, London, 2010, 2010 Conference Paper, 2010

Ghosh, B, Pakrashi, V and Schoefs, F , Detection of Pitting Corrosion in Steel using Image Processing, MEDACHS 2010, La Rochelle, France, 2010 Conference Paper, 2010

Dennehy, B. and Ghosh, B. , Public perception of ridership attractions of light-rail and bus transit in Dublin, Irish Transport Research Network, Dublin, 2010, 2010 Conference Paper, 2010

Szeto, W. Y., Ghosh, B., Basu, B., & O'Mahony, M. , Multivariate Traffic Forecasting Technique Using Cell Transmission Model and SARIMA Model, Journal of Transportation Engineering, American Society of Civil Engineers , 135, (9), 2009, p658 - 667 Journal Article, 2009

Ghosh, B., Basu, B. and O'Mahony, M., Multivariate Short-term Traffic Flow Forecasting Using Time-Series Analysis, IEEE Transactions on Intelligent Transportation Systems, 10, (2), 2009, p246 - 254 Journal Article, 2009 TARA - Full Text

Pakrashi, Vikram; Ghosh, Bidisha, Application of S transform in structural health monitoring, 7th International Symposium on Nondestructive Testing in Civil Engineering (NDTCE), Nantes, 2009 Conference Paper, 2009

Pakrashi V and Ghosh B. , Damage Detection in Beams with an Open Crack using S Transform, 7th International Symposium on Non Destructive Testing in Civil Engineering (NDTCE) Conference, Nantes, France, 30 June -3 July 2009, 2009 Conference Paper, 2009

Ghosh, B., Basu, B. and O'Mahony, M, Wavelet-Bayesian hierarchical stochastic model for short-term traffic flow at noncritical junctions, Procs of the 87th Annual Meeting of the Transportation Research Board, Washington D.C., January, 2008, ppCDROM Conference Paper, 2008 URL TARA - Full Text

B.Ghosh, B. Basu. M. O'Mahony, Bayesian Time-Series Model for Short-term Traffic Flow Forecasting, Journal of Transportation Engineering, 133, (3), 2007, p180 - 189 Journal Article, 2007 DOI TARA - Full Text URL

Ghosh, Bidisha, Application of Time-series and Wavelet Analysis for Traffic Flow Modelling and Incident Detection, 2007 Thesis, 2007

Ghosh, B., Basu, B. and O'Mahony, M. M. , Analysis of Trend in Traffic Flow, Proceedings of Institute of Engineering and Technology: Irish Signals and Systems Conference, 2006 Conference Paper, 2006

Ghosh, B., Basu, B. and O'Mahony, M., Cell-based short-term traffic flow forecasting using time series modelling, Procs. of the 10th Conference of the Hong Kong Society for Transportation Studies, Hong Kong, 2005, 2005, pp317 - 326 Conference Paper, 2005 TARA - Full Text

Ghosh, Bidisha, Basu, B and O'Mahony, M, CELL-BASED SHORT-TERM TRAFFIC FLOW FORECASTING USING TIME SERIES MODELLING, Transportation and the Economy: Proceedings of the 10th International Conference of Hong Kong Society for Transportation Studies, Hong Kong, December , 2005, pp317 Conference Paper, 2005

B. Ghosh, B. Basu and M. O'Mahony, Time-series modelling for forecasting vehicular traffic flow in Dublin, 84th Transportation Research Board Conference, National Academies, Washington D.C., Jan, 2005, ppCDROM Conference Paper, 2005 TARA - Full Text

Non-Peer-Reviewed Publications

Bidisha Ghosh, Cycling: Impacts, Measurements and Network Integration, Seminar Series, Birla Institute of Technology and Science, Pilani , 2020 Invited Talk, 2020

Bidisha Ghosh, Eco-driving: trends & potential impacts for Irish heavy-duty vehicles , Decarbonising Road Freight Workshop, Dublin Convention Centre, February, 2020 Invited Talk, 2020

Bidisha Ghosh, Women Engineers in Academia, Alumni Seminar Series, Jadavpur University, June, 2020 Invited Talk, 2020

Bidisha Ghosh, Economic and environmental impacts of organized Car Sharing Services: a case study of Ireland, RIDER-Jean Monnet Project: Seminar, Palermo, Italy, October, 2019 Invited Talk, 2019

Bidisha Ghosh, Impacts of organized Car Sharing Services: a case study of Ireland, RIDER-Jean Monnet Project: Seminar, Palermo, Italy, October, 2019 Invited Talk, 2019

Bidisha Ghosh, Image-Based Underwater Damage Assessment , Seminar Series, Madras Christian College, December , 2019 Invited Talk, 2019

Bidisha Ghosh, Potential Health, Economic & Environmental Impact of Traffic Emissions, Seminar Series, IIT Madras, Chennai, 2019 Invited Talk, 2019

Bidisha Ghosh, Health, Economic & Environmental Impact of Traffic Emissions, Seminar Series, IIT Madras, December , 2019 Invited Talk, 2019

Bidisha Ghosh, Cycling: Measurements, Impacts and Network Integration, Seminar Series, National Technical University Athens, 04 October , 2018 Invited Talk, 2018

Bidisha Ghosh, Intelligent Transportation System in 21st Century, Seminar Series, IIT Guwahati, December , 2018 Invited Talk, 2018

Bidisha Ghosh, 'Traffic Data & Intelligent Transportation Systems', EXPOIngeniería2018, Medellin, Colombia, October, 2018 Invited Talk, 2018

Gallagher, M., McNabola, A., Kamber, B., Gill, L.W., Ghosh, B., Alam, M.S., Particulate Matter from Diesel Vehicles: Emission & Exposure in Dublin, The 27th Irish Environmental Researchers Colloquium (Environ 2017) , Athlone, 10-12 April, 2017 Conference Paper, 2017

Bidisha Ghosh, Real-time traffic modelling integrating weather for real-time traffic management, ITS Europe congress, Dublin, Ireland, June, 2013, Special session 0073pp Invited Talk, 2013

Bidisha Ghosh, Perceptions of Cycling Safety in Dublin, Dublin Cycling Campaign Monthly Meeting, Dublin, Ireland, November, 2012 Invited Talk, 2012

Research Expertise

Projects

  • Title
    • Experimental and Numerical Characterisation of Low-Cost Roadside Barrier Solutions
  • Summary
    • The NRA is seeking low-cost roadside barrier solutions for National Secondary Roads suitable for implementation following road realignment projects. The current project proposes to use well-established computational modelling techniques to evaluate the potential for proposed new designs that are based on freely available low-cost natural building materials (e.g. stone wall, earth etc.) and which meet cost, aesthetic and engineering requirements. The proposed designs will simultaneously be evaluated for aesthetics and lifecycle cost and a cost/benefit analysis on the proposed designs will be performed by comparison with existing products. A scaled prototype of the final proposed design will be produced and physically crash tested to predict the likely performance of the proposed new design in a full-scale barrier test. If the scaled prototype physical test indicates a high potential for success, a full-scale barrier test will be performed at TRL in the UK.
  • Funding Agency
    • National Roads Authority (€298,000, Co-PI)
  • Date From
    • 02-2011
  • Date To
    • 08-2013
  • Title
    • Testing, modelling and optimal design of noise barriers for Ireland
  • Summary
    • Noise barriers must satisfy a number of standards with regards to their acoustic performance in a laboratory environment along with their mechanical performance and general safety requirements. However these test methods are not developed with a view to on-site testing or to determine continued performance of barriers. The proposed project aims to improve current assessment procedures for determining the acoustic performance of road traffic noise reducing devices. This will initially involve an assessment of the current European standard method for determining values for sound reflection and airborne sound insulation for a noise barrier using an in-situ technique. An alternative, relatively cheap and rapid technique for measuring the in-situ performance of noise barriers will then be developed.
  • Funding Agency
    • National Roads Authority (€142,000, Co-PI)
  • Date From
    • 10-2010
  • Date To
    • 10-2012
  • Title
    • ROTHAR: Route planning and network modelling for cyclists
  • Summary
    • In a road network, cyclists are the group exposed to the maximum amount of risk. Route choice of a cyclist is often based on level of expertise, perceived or actual road risks, personal decisions, weather conditions and a number of other factors. Consequently, cycling tends to be the only significant travel mode where optimised route choice is not based on least-path or least-time. The project will involve collecting a significant amount of data using Smart Phones from selectively chosen volunteer cyclists in Dublin representing a wide cross-section of the entire gamut of cyclists. A repository will be established for the cycling routes and other variables for anonymous but uniquely identified cyclists. Interrelationships and clustering for targeted sub-groups within cyclists will be explored from this data. The research will eventually develop a cycling network map of the city with all possible routes marked and indexed according to their safety, reliability, travel time, energy requirement and other attributes. This map would provide an invaluable tool to cyclists in terms of journey safety and time efficiency. CLARITY has funded €5000 for development of a smart-phone based app.
  • Date From
    • 10-2010
  • Date To
    • 10-2014
  • Title
    • Short-term modelling of traffic variable
  • Summary
    • Short-term Traffic Flow Forecasting (STFF), the process of predicting future traffic conditions based on historical and real-time observations is an essential aspect of Intelligent Transportation Systems (ITS). This project aims at developing univariate and multivariate STTF algorithms using time-series and neural network algorithms. VARMA model, Structural time-series models, adaptive MLF & RBF models are used to develop new and efficient prediction algorithms using SCATS and MIDAS data. Along with this, vehicular air-pollution levels are also modelled and predicted.
  • Date From
    • 10-2008
  • Date To
    • 10-2012
  • Title
    • Automatic Detection of Damage using Image based Techniques in Underwater Marine Structures
  • Summary
    • This project proposes to automate damage detection in underwater marine structures using image based techniques. Access to underwater structures is usually limited and an automated detection can potentially very significantly improve the condition monitoring, operational complexity and financial implications related to deterioration of the structures. The project will develop image based techniques particularly suited to underwater conditions and automatically detect damage and related features of interest. Advanced image segmentation and texture analysis techniques will be significantly employed in this project. Isolation of diverse surface features like marine growth, dusty regions and presence of marine life will be established. Additionally, this image based Non-Destructive (ND) approach will explore the appropriateness and limitations of resurrecting archived image and video data of underwater inspections.
  • Funding Agency
    • (€48000IRCSET+€24000CAPACITES SAS)
  • Date From
    • 10-2011
  • Date To
    • 10-2014
  • Title
    • Use of hydroecological indicators in characterizing the hydrological flooding regime in karst areas of Ireland
  • Summary
    • The evidence for climate change in Ireland is growing, particularly in terms of increased frequency of intense rainfall periods (EPA,2007). The project involves modelling of short term and long term spatio-temporal changes in rainfall pattern over the last six decades in karst areas of Ireland. Project involves estimation of the impact of climate change on flooding events, utilizing a rainfall generation model, linked to a response model for groundwater flooding and the trends in the determined risk and also evaluation the effect of a changing hydrological regime on corresponding hydrochemistry and ecology through innovative use of ecological indicators for hydrological flood risk assessment.
  • Funding Agency
    • AXA (€120,000, Co-PI)
  • Date From
    • 10-2010
  • Date To
    • 09-2013

Keywords

Bayesian Inference; Econometric and statistical analysis; Environmental aspects of transportation; Intelligent Vehicles; Simulation and modelling transportation networks; Time frequency techniques; Traffic Assignment; Traffic Engineering; Transport Modelling ; Transportation Engineering; Transportation Engineering (Environmental Imp; Transportation Engineering Design

Recognition

Representations

Chair of the Irish Transportation Research Network (ITRN) 2017 - present

Member of Editorial Advisory Board: Transportation Research Part C 2012 - present

Member of the Transportation Research Board (Washington D.C.) Committee on Statistical Methods, (ABJ80) 2014-2017, 2017-2020

IEEE Smart Cities Smart Mobility Technical Committee 2018 - present

Organising Committee and founding member of the Irish Transportation Research Network (ITRN) 2009 - present

Member of TCD Future Cities Steering Committee 2016 - present

International Member of the Transportation Research Board (Washington D.C.) Committee on Statistical Methods, (ABJ80) 2011 - 2014

Memberships

COST Action TU0903: Methods and tools for supporting the use, calibration and validation of traffic simulation models (MULTITUDE) 2009 – 2013

COST ACTION TU0702: Real-time Monitoring, Surveillance and Control of Road Networks under Adverse Weather Conditions 2011 – 2012

Irish Transport Research Network 2010

TRB Committee on Statistical Methods, ABJ80 2011 – 2020