Article

Comber, Alexis, Harris, Paul and Brunsdon, Chris (2024) Multiscale spatially varying coefficient modelling using a Geographical Gaussian Process GAM. International Journal of Geographical Information Science, 38 (1). pp. 27-47. ISSN 1365-8816

Casal, Gema, Hedley, John D., Monteys, Xavier, Harris, Paul, Cahalane, Conor and McCarthy, Tim (2020) Satellite-derived bathymetry in optically complex waters using a model inversion approach and Sentinel-2 data. Estuarine, Coastal and Shelf Science, 241. p. 106814. ISSN 0272-7714

Casal, Gema, Hedley, John D., Monteys, Xavier, Harris, Paul, Cahalane, Conor and McCarthy, Tim (2020) Satellite-derived bathymetry in optically complex waters using a model inversion approach and Sentinel-2 data. Estuarine, Coastal and Shelf Science, 241. p. 106814. ISSN 02727714

Casal, Gema, Harris, Paul, Monteys, Xavier, Hedley, John, Cahalane, Conor and McCarthy, Tim (2020) Understanding satellite-derived bathymetry using Sentinel 2 imagery and spatial prediction models. GIScience & Remote Sensing, 57 (3). pp. 271-286. ISSN 1548-1603

Lu, Binbin, Brunsdon, Chris, Charlton, Martin and Harris, Paul (2019) A response to ‘A comment on geographically weighted regression with parameter-specific distance metrics’. International Journal of Geographical Information Science, 33 (7). pp. 1300-1312. ISSN 1365-8816

Casal, Gema, Monteys, Xavier, Hedley, John, Harris, Paul, Cahalane, Conor and McCarthy, Tim (2018) Assessment of empirical algorithms for bathymetry extraction using Sentinel-2 data. International Journal of Remote Sensing, 40 (8). pp. 2855-2879. ISSN 0143-1161

Murakami, Daisuke, Lu, Binbin, Harris, Paul, Brunsdon, Chris, Charlton, Martin, Nakaya, Tomoki and Griffith, Daniel A. (2018) The Importance of Scale in Spatially Varying Coefficient Modeling. Annals of the American Association of Geographers, 109 (1). pp. 50-70. ISSN 2469-4452

Lu, Binbin, Sun, Huabo, Harris, Paul, Xu, Miaozhong and Charlton, Martin (2018) Shp2graph: Tools to Convert a Spatial Network into an Igraph Graph in R. ISPRS International Journal of Geo-Information, 7 (8). ISSN 2220-9964

Lu, Binbin, Brunsdon, Chris, Charlton, Martin and Harris, Paul (2017) Geographically weighted regression with parameter-specific distance metrics. International Journal of Geographical Information Science, 31 (5). pp. 982-998. ISSN 1365-8816

Harris, Paul, Brunsdon, Chris, Lu, Binbin, Nakaya, Tomoki and Charlton, Martin (2017) Introducing bootstrap methods to investigate coefficient non-stationarity in spatial regression models. Spatial Statistics, 21 (1). pp. 241-261. ISSN 2211-6753

Comber, Alexis, Brunsdon, Chris, Charlton, Martin and Harris, Paul (2016) Geographically weighted correspondence matrices for local error reporting and change analyses: mapping the spatial distribution of errors and change. Remote Sensing Letters, 8 (3). ISSN 2150-7058

Harris, Paul, Brunsdon, Chris, Comber, Lex, Sint, Hadewij, Orr, Robert, Lee, Michael and Murray, Phil (2016) Modelling, interpreting and visualizing uncertainties for the North Wyke Farm Platform baseline field surveys. Proceedings of Spatial Accuracy 2016. pp. 18-23.

Lu, Binbin, Harris, Paul, Charlton, Martin and Brunsdon, Chris (2015) Calibrating a Geographically Weighted Regression Model with Parameter-Specific Distance Metrics. Procedia Environmental Sciences, 26. pp. 110-115. ISSN 1878-0296

Harris, Paul, Clarke, Annemarie, Juggins, Steve, Brunsdon, Chris and Charlton, Martin (2015) Enhancements to a Geographically Weighted Principal Component Analysis in the Context of an Application to an Environmental Data Set. Geographical Analysis, 47 (2). pp. 146-172. ISSN 1538-4632

Gollini, Isabella, Lu, Binbin, Charlton, Martin, Brunsdon, Chris and Harris, Paul (2015) GWmodel: An R Package for Exploring Spatial Heterogeneity Using Geographically Weighted Models. Journal of Statistical Software, 63. pp. 1-50. ISSN 1548-7660

Lu, Binbin, Charlton, Martin, Brunsdon, Chris and Harris, Paul (2015) The Minkowski approach for choosing the distance metric in geographically weighted regression. International Journal of Geographical Information Science, 30 (2). pp. 1-18. ISSN 1365-8824

Monteys, Xavier, Harris, Paul, Caloca, Silvia and Cahalane, Conor (2015) Spatial Prediction of Coastal Bathymetry Based on Multispectral Satellite Imagery and Multibeam Data. Remote Sensing, 7. pp. 13782-13806. ISSN 2072-4292

Harris, Paul, Brunsdon, Chris, Gollini, Isabella, Nakaya, Tomoki and Charlton, Martin (2015) Using Bootstrap Methods to Investigate Coefficient Non-stationarity in Regression Models: An Empirical Case Study. Procedia Environmental Sciences, 27. pp. 112-115. ISSN 1878-0296

Harris, Paul, Clarke, Annemarie, Juggins, Steve, Brunsdon, Chris and Charlton, Martin (2014) Geographically weighted methods and their use in network re-designs for environmental monitoring. Stochastic Environmental Research and Risk Assessment, 28. pp. 1869-1887. ISSN 1436-3240

Lu, Binbin, Charlton, Martin, Harris, Paul and Fotheringham, Stewart (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 (4). pp. 660-681. ISSN 1365-8816

Harris, Paul, Brunsdon, Chris, Charlton, Martin, Juggins, Steve and Clarke, Annemarie (2014) Multivariate Spatial Outlier Detection Using Robust Geographically Weighted Methods. Mathematical Geosciences, 46 (1). pp. 1-31. ISSN 1874-8953

Lu, Binbin, Harris, Paul, Charlton, Martin and Brunsdon, Chris (2013) The GWmodel R package: Further Topics for Exploring Spatial Heterogeneity using Geographically Weighted Models. Geo-spatial Information Science, 17 (2). ISSN 1993-5153

Lu, Binbin, Harris, Paul, Gollini, Isabella, Charlton, Martin and Brunsdon, Chris (2013) Introducing the GWmodel R and python packages for modelling spatial heterogeneity. Proceedings of the 12th International Conference on GeoComputation.

Radu, Tanya, Gallagher, Simon, Byrne, Brian, Harris, Paul, Coveney, Seamus, McCarron, Stephen, McCarthy, Tim and Diamond, Dermot (2013) Portable X-Ray Fluorescence as a Rapid Technique for Surveying Elemental Distributions in Soil. Spectroscopy Letters, 46 (7). pp. 516-526. ISSN 0038-7010

Demšar, Urška, Harris, Paul, Brunsdon, Chris, Fotheringham, Stewart and McLoone, Sean F. (2013) Principal Component Analysis on Spatial Data: An Overview. Annals of the Association of American Geographers, 103 (1). pp. 106-128. ISSN 1467-8306

Harris, Paul, Charlton, Martin and Brunsdon, Chris (2013) The comap as a diagnostic tool for non-stationary kriging models. International Journal of Geographical Information Science, 27 (3). pp. 551-541. ISSN 1365-8816

Harris, Paul, Brunsdon, Chris and Charlton, Martin (2011) Geographically weighted principal components analysis. International Journal of Geographical Information Science, 25 (10). pp. 1717-1736. ISSN 1365-8816

Harris, Paul, Brunsdon, Chris and Fotheringham, Stewart (2010) Links, comparisons and extensions of the geographically weighted regression model when used as a spatial predictor. Stochastic Environmental Research and Risk Assessment, 25 (2). pp. 123-128. ISSN 1436-3259

Harris, Paul and Brunsdon, Chris (2010) Exploring spatial variation and spatial relationships in a freshwater acidification critical load data set for Great Britain using geographically weighted summary statistics. Computers and Geosciences, 36 (1). pp. 54-70. ISSN 0098-3004

Harris, Paul, Charlton, Martin and Fotheringham, Stewart (2010) Moving window kriging with geographically weighted variograms. Stochastic Environmental Research and Risk Assessment, 24 (8). pp. 1193-1209. ISSN 1436-3240

Harris, Paul, Fotheringham, Stewart, Crespo, R. and Charlton, Martin (2010) The Use of Geographically Weighted Regression for Spatial Prediction: An Evaluation of Models Using Simulated Data Sets. Mathematical Geosciences, 42 (6). pp. 657-680. ISSN 1874-8961

Harris, Paul, Lindley, Sarah, Gallagher, Martin and Agius, Raymond (2009) Identification and verification of ultrafine particle affinity zones in urban neighbourhoods: sample design and data pre-processing. Environmental Health, 8 (Supplement 1). pp. 1-6. ISSN 1476-069X

Monograph

Lu, Binbin, Harris, Paul, Charlton, Martin, Brunsdon, Chris, Nakaya, Tomoki and Gollini, Isabella (2015) Package ‘GWmodel’. Documentation. National University of Ireland Maynooth. (Unpublished)

Conference or Workshop Item

Brunsdon, Chris, Charlton, Martin and Harris, Paul (2012) Living with Collinearity in Local Regression Models. In: Accuracy 2012 - 10th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, 10th - 13th July, 2012, Florianópolis, SC, Brazil.

Charlton, Martin, Brunsdon, Chris, Demšar, Urška, Harris, Paul and Fotheringham, Stewart (2010) Principal Components Analysis: from Global to Local. In: 13 th AGILE International Conference on Geographi c Information Science 2010, 1st Oct. 2010, Portugal.