Dr Martin Charlton

National Centre for Geocomputation (NCG), Social Sciences Institute (MUSSI), Geography, Hamilton Institute
Biography
Research Interests
Post Doctoral Fellows/Research Team
Researcher Name | Project | Role | Funding Body | |
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Chris Brunsdon | Building City Dashboards | Co-PI | Science Foundation Ireland |
Books
Year | Publication | |
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2002 | Geographically Weighted Regression: The Analysis of Spatially Varying Relationships.
A. S Fotheringham, C Brunsdon and M Charlton (2002) Geographically Weighted Regression: The Analysis of Spatially Varying Relationships. : Wiley. [Details] |
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2000 | Quantitative Geography: Perspectives on Spatial Data Analysis.
A. S Fotheringham, C Brunsdon and M Charlton (2000) Quantitative Geography: Perspectives on Spatial Data Analysis. : Sage. [Details] |
Book Chapters
Year | Publication | |
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2009 | 'Laser Scanning: The Future'
Large A.;Heritage G.;Charlton M. (2009) 'Laser Scanning: The Future' In: Laser Scanning for the Environmental Sciences. [DOI] [Details] |
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2008 | 'Locational analysis in human geography (1965): Peter Haggett'
Charlton M. (2008) 'Locational analysis in human geography (1965): Peter Haggett' In: Key Texts in Human Geography. [DOI] [Details] |
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2009 | 'Issues in Laser Scanning'
Charlton, M.E., Coveney, S. and McCarthy, T. (2009) 'Issues in Laser Scanning' In: Laser Scanning for the Environmental Sciences. Chichester: Wiley. [Details] |
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2008 | 'Modifiable Arial Unit Problem'
Charlton, M.E. (2008) 'Modifiable Arial Unit Problem' In: Encyclopaedia of GIS. London: Sage. [Details] |
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2008 | 'Geographical Analysis Machine'
M.E. Charlton (2008) 'Geographical Analysis Machine' In: Encyclopaedia of GIS. London: Sage. [Details] |
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2008 | 'Looking for a Relationship? Try GWR'
A.S. Fotheringham, M. Charlton and U. Demsar (2008) 'Looking for a Relationship? Try GWR' In: Geographic Data Mining and Knowledge Discovery. London: Taylor & Francis. [Details] |
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2007 | 'A Mark 1 Greographical Analysis Machine for the Automated Analysis of Point Data Sets: Twenty Years On'
M.E. Charlton (2007) 'A Mark 1 Greographical Analysis Machine for the Automated Analysis of Point Data Sets: Twenty Years On' In: Classics from IJGIS: Twenty years of the International Journal of Geographical Information Science and Systems. Boca Raton: Taylor & Francis. [Details] |
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2007 | 'Modifiable Arial Unit Problem'
M.E. Charlton (2007) 'Modifiable Arial Unit Problem' In: Encyclopaedia of GIS. London: Sage. [Details] |
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2007 | 'Quantitative Methods and Geographical Information Systems'
M.E. Charlton (2007) 'Quantitative Methods and Geographical Information Systems' In: The Handbook of Geographic Information Science. Oxford: Blackwell Publishing. [Details] |
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2006 | 'Modelling the effect of predicted sea-level rise on coastal conservation habitats using GIS'
Coveney S. and M.E. Charlton (2006) 'Modelling the effect of predicted sea-level rise on coastal conservation habitats using GIS' In: IFGI Prints 28. Muenster, Germany: [Details] |
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2005 | 'Derivation of Annual Reach-Scale Sediment Transfers in the River Coqet, Northumberland UK'
Charlton M., I Fuller, A Large, G Heritage and D Milan (2005) 'Derivation of Annual Reach-Scale Sediment Transfers in the River Coqet, Northumberland UK' In: Fluvial Sedimentology VII: Special Publications of the IAS (International Association of Sedimentologists), Vol. 35. Wiley-Blackwell. [Details] |
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2002 | 'Geographically Weighted Local Statistics Applied to Binary Data'
C. Brunsdon, A.S. Fotheringham and M. E. Charlton (2002) 'Geographically Weighted Local Statistics Applied to Binary Data' In: Lecture Notes in Computer Science, Vol 2478. Berlin: Springer. [full-text] [Details] |
Peer Reviewed Journals
Year | Publication | |
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2017 | 'Data imputation in a short-run space-time series: A Bayesian approach'
Pforte, L; Brundson, C; Cahalane, C; Charlton, M (2017) 'Data imputation in a short-run space-time series: A Bayesian approach'. Environment and Planning B: Planning and Design, [DOI] [full-text] [Details] |
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2016 | 'Inter-temporal Disposable Income in Ireland 1996-2011'
Kilgarriff, P., O’Donoghue, C., Charlton, M., Foley, R. (2016) 'Inter-temporal Disposable Income in Ireland 1996-2011'. 9 (2):123-143 [full-text] [Details] |
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2015 | 'Using bootstrap methods to investigate coefficient non-stationarity in regression models: an empirical case study'
P Harris, C Brunsdon, I Gollini, T Nakaya, M Charlton (2015) 'Using bootstrap methods to investigate coefficient non-stationarity in regression models: an empirical case study'. Procedia Earth and Planetary Science, 27 :112-115 [full-text] [Details] |
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2016 | 'The Minkowski approach for choosing the distance metric in geographically weighted regression'
Lu, BB;Charlton, M;Brunsdon, C;Harris, P (2016) 'The Minkowski approach for choosing the distance metric in geographically weighted regression'. International Journal of Geographical Information Science, 30 :351-368 [DOI] [full-text] [Details] |
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2015 | 'GWmodel: An R Package for Exploring Spatial Heterogeneity Using Geographically Weighted Models'
Gollini, I;Lu, BB;Charlton, M;Brunsdon, C;Harris, P (2015) 'GWmodel: An R Package for Exploring Spatial Heterogeneity Using Geographically Weighted Models'. Journal of Statistical Software, 63 :1-50 [full-text] [Details] |
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2015 | 'Enhancements to a Geographically Weighted Principal Component Analysis in the Context of an Application to an Environmental Data Set'
Harris, P;Clarke, A;Juggins, S;Brunsdon, C;Charlton, M (2015) 'Enhancements to a Geographically Weighted Principal Component Analysis in the Context of an Application to an Environmental Data Set'. Geographical Analysis, 47 :146-172 [DOI] [full-text] [Details] |
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2014 | 'Geographically weighted regression with a non- Euclidean distance metric: a case study using hedonic house price data'
Lu, BB;Charlton, M;Harris, P;Fotheringham, AS (2014) 'Geographically weighted regression with a non- Euclidean distance metric: a case study using hedonic house price data'. International Journal of Geographical Information Science, 28 :660-681 [DOI] [full-text] [Details] |
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2014 | 'Geographically weighted methods and their use in network re-designs for environmental monitoring'
Harris, P;Clarke, A;Juggins, S;Brunsdon, C;Charlton, M (2014) 'Geographically weighted methods and their use in network re-designs for environmental monitoring'. Stochastic Environmental Research and Risk Assessment, 28 :1869-1887 [DOI] [full-text] [Details] |
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2014 | 'Multivariate Spatial Outlier Detection Using Robust Geographically Weighted Methods'
Harris, P;Brunsdon, C;Charlton, M;Juggins, S;Clarke, A (2014) 'Multivariate Spatial Outlier Detection Using Robust Geographically Weighted Methods'. Mathematical Geosciences, 46 :1-31 [DOI] [full-text] [Details] |
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2014 | 'The GWmodel R package: Further topics for exploring spatial heterogeneity using geographically weighted models'
Lu B.;Harris P.;Charlton M.;Brunsdon C. (2014) 'The GWmodel R package: Further topics for exploring spatial heterogeneity using geographically weighted models'. Geo-Spatial Information Science, 17 (2):85-101 [DOI] [full-text] [Details] |
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2013 | 'The demographic impacts of the Irish famine: towards a greater geographical understanding'
Fotheringham, AS;Kelly, MH;Charlton, M (2013) 'The demographic impacts of the Irish famine: towards a greater geographical understanding'. Transactions of the Institute of British Geographers, 38 :221-237 [DOI] [full-text] [Details] |
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2013 | 'A new approach and procedure for generalising vector-based maps of real-world features'
Shi, SZ;Charlton, M (2013) 'A new approach and procedure for generalising vector-based maps of real-world features'. GIScience and Remote Sensing, 50 :473-482 [DOI] [full-text] [Details] |
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2013 | 'The comap as a diagnostic tool for non-stationary kriging models'
Harris, P;Brunsdon, C;Charlton, M (2013) 'The comap as a diagnostic tool for non-stationary kriging models'. International Journal of Geographical Information Science, 27 :511-541 [DOI] [full-text] [Details] |
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2011 | 'Geographically weighted principal components analysis'
Harris, P;Brunsdon, C;Charlton, M (2011) 'Geographically weighted principal components analysis'. International Journal of Geographical Information Science, 25 :1717-1736 [DOI] [full-text] [Details] |
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2010 | 'The Use of Geographically Weighted Regression for Spatial Prediction: An Evaluation of Models Using Simulated Data Sets'
Harris, P;Fotheringham, AS;Crespo, R;Charlton, M (2010) 'The Use of Geographically Weighted Regression for Spatial Prediction: An Evaluation of Models Using Simulated Data Sets'. Mathematical Geosciences, 42 :657-680 [DOI] [full-text] [Details] |
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2010 | 'Moving window kriging with geographically weighted variograms'
Harris, P;Charlton, M;Fotheringham, AS (2010) 'Moving window kriging with geographically weighted variograms'. Stochastic Environmental Research and Risk Assessment, 24 :1193-1209 [DOI] [full-text] [Details] |
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2010 | 'No association between ambient particulate matter exposure during pregnancy and stillbirth risk in the north of England, 1962-1992'
Pearce, MS;Glinianaia, SV;Rankin, J;Rushton, S;Charlton, M;Parker, L;Pless-Mulloli, T (2010) 'No association between ambient particulate matter exposure during pregnancy and stillbirth risk in the north of England, 1962-1992'. Environmental Research, 110 :118-122 [DOI] [full-text] [Details] |
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2010 | 'Dual-scale validation of a medium-resolution coastal DEM with terrestrial LiDAR DSM and GPS'
Coveney, S;Fotheringham, AS;Charlton, M;McCarthy, T (2010) 'Dual-scale validation of a medium-resolution coastal DEM with terrestrial LiDAR DSM and GPS'. Computers and Geosciences, 36 :489-499 [DOI] [full-text] [Details] |
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2010 | 'INVESTIGATING MATERIAL DECAY OF HISTORIC BUILDINGS USING VISUAL ANALYTICS WITH MULTI-TEMPORAL INFRARED THERMOGRAPHIC DATA'
Danese, M;Demsar, U;Masini, N;Charlton, M (2010) 'INVESTIGATING MATERIAL DECAY OF HISTORIC BUILDINGS USING VISUAL ANALYTICS WITH MULTI-TEMPORAL INFRARED THERMOGRAPHIC DATA'. Archaeometry, 52 :482-501 [DOI] [full-text] [Details] |
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2008 | 'Combining Geovisual Analytics with spatial statistics: the example of Geographically Weighted Regression'
Demsar, U;Fotheringham, AS;Charlton, M (2008) 'Combining Geovisual Analytics with spatial statistics: the example of Geographically Weighted Regression'. Cartographic Journal, 45 :182-192 [DOI] [full-text] [Details] |
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2008 | 'Exploring the spatio-temporal dynamics of geographical processes with geographically weighted regression and geovisual analytics'
Demsar, U;Fotheringham, AS;Charlton, M (2008) 'Exploring the spatio-temporal dynamics of geographical processes with geographically weighted regression and geovisual analytics'. Information Visualization, 7 :181-197 [DOI] [full-text] [Details] |
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2008 | 'Temporal changes in key maternal and fetal factors affecting birth outcomes: A 32-year population-based study in an industrial city'
Glinianaia S.;Rankin J.;Pless-Mulloli T.;Pearce M.;Charlton M.;Parker L. (2008) 'Temporal changes in key maternal and fetal factors affecting birth outcomes: A 32-year population-based study in an industrial city'. BMC Pregnancy and Childbirth, 8 [DOI] [full-text] [Details] |
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2007 | 'Geographically weighted discriminant analysis'
Brunsdon, C;Fotheringham, S;Charlton, M (2007) 'Geographically weighted discriminant analysis'. Geographical Analysis, 39 :376-396 [full-text] [Details] |
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2005 | 'Smoothing/filtering LiDAR digital surface models. Experiments with loess regression and discrete wavelets'
Tate N.;Brunsdon C.;Charlton M.;Fotheringham A.;Jarvis C. (2005) 'Smoothing/filtering LiDAR digital surface models. Experiments with loess regression and discrete wavelets'. Journal of Geographical Systems, 7 (3-4):273-290 [DOI] [full-text] [Details] |
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2005 | 'Geographically weighted Poisson regression for disease association mapping'
Nakaya, T;Fotheringham, AS;Brunsdon, C;Charlton, M (2005) 'Geographically weighted Poisson regression for disease association mapping'. Statistics in Medicine, 24 :2695-2717 [DOI] [full-text] [Details] |
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2009 | 'Investigating material decay of historic buildings using Visual Analytics with
multi-temporal infrared thermographic data'
Danese M, Demsar U, Masini N and Charlton M (2009) 'Investigating material decay of historic buildings using Visual Analytics with multi-temporal infrared thermographic data'. ARCHAEOMETRY, forthcoming [full-text] [Details] |
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2008 | 'Modelling spatio-temporal variation in exposure to particulate matter: a twostage approach'
Fanshawe, T.R., P.J. Diggle, S. Rushton, R. Sanderson, P.W.W. Lurz, S.V. Glinianaia, M.S. Pearce, L. Parker, M. Charlton, T. Pless-Mulloli (2008) 'Modelling spatio-temporal variation in exposure to particulate matter: a twostage approach'. ENVIRONMETRICS, 19 :549-556 [full-text] [Details] |
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2008 | 'Maternal exposure to air pollution and perinatal outcomes: methodological approaches to exposure assessment and preliminary findings of the UK
particulate matter and perinatal events research (PAMPER) study'
Pless-Mulloli T, Glinianaia S V, Rankin J, Pearce M S, Rushton S, Ghosh R, Lurz, P, Sanderson R, Shirley M, Diggle P, Fanshawe T, Charlton M, Parker L. (2008) 'Maternal exposure to air pollution and perinatal outcomes: methodological approaches to exposure assessment and preliminary findings of the UK particulate matter and perinatal events research (PAMPER) study'. EUROPEAN EATING DISORDERS REVIEW, 12 :1-12 [Details] |
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2008 | 'Surveying the Sickbeds: Initial Steps towards Modelling All-Ireland Hospital Accessibility'
Foley, R., M. Charlton and P. Clarke (2008) 'Surveying the Sickbeds: Initial Steps towards Modelling All-Ireland Hospital Accessibility'. JOURNAL OF CROSS BORDER STUDIES IN IRELAND, 3 :303-316 [full-text] [Details] |
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2005 | 'Pre- and Post-natal exposure to particulate Matter and pregnancy and Infant Outcomes 1961-92: Initial Results'
M. Charlton, S. Gliniania, T. Pless-Mulloli, M. Pearce, J. Rankin and L. Parker (2005) 'Pre- and Post-natal exposure to particulate Matter and pregnancy and Infant Outcomes 1961-92: Initial Results'. EPIDEMIOLOGY, 16 :S44-S45 [full-text] [Details] |
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2005 | 'Origins, destinations and catchments: Mapping travel to work in Ireland in 2002'
Walsh, J., R. Foley, A. Kavanagh, A. McElwain and M.E. Charlton (2005) 'Origins, destinations and catchments: Mapping travel to work in Ireland in 2002'. JOURNAL OF THE STATISTICAL AND SOCIAL INQUIRY SOCIETY OF IRELAND, XXV :1-58 [full-text] [Details] |
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2002 | 'Geographically Weighted Summary Statistics - A Framework for Localised Exploratory Data Analysis'
C. Brunsdon, A.S. Fotheringham and M.E. Charlton (2002) 'Geographically Weighted Summary Statistics - A Framework for Localised Exploratory Data Analysis'. COMPUTERS, ENVIRONMENT AND URBAN SYSTEMS, 26 :501-524 [full-text] [Details] |
Other Journals
Year | Publication | |
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2015 | 'Calibrating a geographically weighted regression model with parameter-specific distance metrics'
B Lu, P Harris, M Charlton, C Brunsdon (2015) 'Calibrating a geographically weighted regression model with parameter-specific distance metrics' Procedia Environmental Sciences, 26 :109-114. [full-text] [Details] |
Conference Publications
Year | Publication | |
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2014 | Estimating missing data in hierarchical space-time series with a short temporal extent
Charlton, M., Brunsdon, C., Cahalane, C., and Pforte, L. (2014) Estimating missing data in hierarchical space-time series with a short temporal extent GIScience 2014, Vienna [full-text] [Details] |
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2012 | Geographically Weighted Regression using a non-euclidean distance metric with simulation data
Lu B.;Charlton M.;Harris P. (2012) Geographically Weighted Regression using a non-euclidean distance metric with simulation data 2012 1st International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2012 , pp.267-270 [DOI] [full-text] [Details] |
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2011 | Geographically Weighted Regression Using a Non-Euclidean Distance Metric with a Study on London House Price Data
Lu, BB;Charlton, M;Fotheringham, AS (2011) Geographically Weighted Regression Using a Non-Euclidean Distance Metric with a Study on London House Price Data SPATIAL STATISTICS 2011: MAPPING GLOBAL CHANGE , pp.92-97 [DOI] [full-text] [Details] |
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2011 | Geographically Weighted Regression using a non-Euclidean distance metric with a study on London house price data
Lu B.;Charlton M.;Fotheringham A. (2011) Geographically Weighted Regression using a non-Euclidean distance metric with a study on London house price data Procedia Environmental Sciences , pp.92-97 [DOI] [full-text] [Details] |
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2009 | Automated Boundary Creation: Atomic Small Areas in Ireland
Fotheringham, AS;Foley, PF;Charlton, M (2009) Automated Boundary Creation: Atomic Small Areas in Ireland EUROPEAN INFORMATION SOCIETY: TAKING GEOINFORMATION SCIENCE ONE STEP FURTHER , pp.241-259 [full-text] [Details] |
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2008 | Automated boundary creation: Atomic small areas in Ireland
Fotheringham A.;Foley P.;Charlton M. (2008) Automated boundary creation: Atomic small areas in Ireland Lecture Notes in Geoinformation and Cartography , pp.241-259 [full-text] [Details] |
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2007 | Modelling commuting catchments in Ireland: a hierarchical approach using GIS
Meredith, D. and Charlton, M. and Foley, R. and Walsh, J. (2007) Modelling commuting catchments in Ireland: a hierarchical approach using GIS Proceedings of the Geographical Information Science Research UK Conference, 11th - 13th April 2007, NUI Maynooth, Ireland [full-text] [Details] |
Conference Contributions
Year | Publication | |
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ICLRD Meeting - Spatial Indicators.
ICLRD Meeting - Spatial Indicators. [Oral Presentation], , Dundalk, Ireland [Details] |
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2008 | Invited Dept. Seminar, Beijing Key Lab. of Spatial.
(2008) Invited Dept. Seminar, Beijing Key Lab. of Spatial. [Oral Presentation], , Peking University, Beijing, China [Details] |
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2008 | AGILE 2008.
(2008) AGILE 2008. [Oral Presentation], , [Details] |
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2008 | Local Government Computer Services Board Conferenc.
(2008) Local Government Computer Services Board Conferenc. [Oral Presentation], , Ballinasloe [Details] |
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2007 | GIS Ireland.
(2007) GIS Ireland. [Oral Presentation], , Dublin [Details] |
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2007 | GISRUK 2007.
(2007) GISRUK 2007. [Oral Presentation], , [Details] |
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2007 | Seminar on Small Area Creation for.
(2007) Seminar on Small Area Creation for. [Oral Presentation], , Department of Geography, NUI Maynooth [Details] |
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2007 | Mobile Mapping Technogies Conference.
(2007) Mobile Mapping Technogies Conference. [Oral Presentation], , Padua, Italy [Details] |
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2006 | GIScience 2006.
(2006) GIScience 2006. [Oral Presentation], , [Details] |
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2006 | 22nd Annual Meeting American Real Estate Society.
(2006) 22nd Annual Meeting American Real Estate Society. [Oral Presentation], , Key West, Florida [Details] |
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2006 | GIS and Health.
(2006) GIS and Health. [Oral Presentation], , [Details] |
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2006 | 9th Int. Conf. on Global Spatial Data Infrastructu.
(2006) 9th Int. Conf. on Global Spatial Data Infrastructu. [Oral Presentation], , [Details] |
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2006 | GISRUK 2006.
(2006) GISRUK 2006. [Oral Presentation], , [Details] |
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2005 | GISRUK 2005.
(2005) GISRUK 2005. [Oral Presentation], , [Details] |
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2005 | Regional Science Association British and Irish Sec.
(2005) Regional Science Association British and Irish Sec. [Oral Presentation], , [Details] |
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2005 | 52nd N. American Meetings of Regional Science Asso.
(2005) 52nd N. American Meetings of Regional Science Asso. [Oral Presentation], , [Details] |
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2005 | 14th European Colloquium on Quantitative and Theor.
(2005) 14th European Colloquium on Quantitative and Theor. [Oral Presentation], , [Details] |
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2005 | Geographical Perspectives on Outputs from Census.
(2005) Geographical Perspectives on Outputs from Census. [Oral Presentation], , [Details] |
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2005 | Geocomputation 2005.
(2005) Geocomputation 2005. [Oral Presentation], , [Details] |
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2005 | Royal Geographical Society with Institute of Brit.
(2005) Royal Geographical Society with Institute of Brit. [Oral Presentation], , [Details] |
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2004 | 51st N. American Meeting of Regional Science Assoc.
(2004) 51st N. American Meeting of Regional Science Assoc. [Oral Presentation], , [Details] |
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2004 | 30th Congress of International Geographical Union.
(2004) 30th Congress of International Geographical Union. [Oral Presentation], , Glasgow [Details] |