Papers

Online papers related to the statistical analysis of spatial data

You will find here links to papers and theses about spatial statistics that are published online and that can be freely distributed. If you wish to submit a link (Authors, title, date of publication, abstract and link), please get in touch with me. Documents should be written in English.

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Date	Paper Title
2002 Mar 12	Spatial correlation analysis of nitrogen dioxide concentrations in the area of Milan, Italy
2006 Jan 18	(PhD) Design and analysis of environmental monitoring programs
2004 Sep 14	New challenges for predictive soil mapping
2003 May 13	(PhD) Spatial prediction of soil properties: the Bayesian Maximum Entropy approach
1998 Oct 17	Scale and the spatial structure of landform: optimising sampling strategies with geostatistics
2002 Oct 31	(PhD) Machine learning algorithms for spatial data analysis
1994 Oct 02	Geostatistics and the polygonal-method: a re-examination
1999 Jul 25	Investigating the Spatial Variation of Radon in Soil Geostatistically
1999 Jul 25	Geologically-Constrained Probabilistic Mapping of Gold Potential, Baguio District, Philippines
1999 Jul 25	Designing optimal sampling configurations with ordinary and indicator kriging
1999 Jul 25	Parameter Estimation in Neural Spatial Interaction Modelling by a Derivative Free Global Optimization Method
1999 Jul 25	Neural Network Classifiers for GIS Data: Improved Search Strategies
1999 Jul 25	Failure Prediction in Automatically Generated Digital Elevation Models
1999 Jul 25	Performance Comparison of Geostatistical Algorithms for Incorporating Elevation into the Mapping of Precipitation
1999 Jul 25	Measuring accessibility using GIS
1999 Jul 05	What's the point? Interpolation and extrapolation with a regular grid DEM
1999 Jul 25	Spatially assessing model error using geographically weighted regression
1999 Jul 25	Multiresolution spatial analysis
1999 Jul 25	Estimating a Non-Stationary Spatial Structure Using Simulated Annealing
1999 Jul 25	An Improved Algorithm for Calculating the Perimeter and Area of Raster Polygons
1999 Jul 25	An optimized cellular automata approach for sustainable urban development in rapidly urbanizing regions
1998 May 01	Spatial Interpolation Using Fuzzy Reasoning and Genetic Algorithms
1998 May 01	Nonparametric Spatial Rainfall Characterization Using Adaptive Kernel Estimator
1998 May 01	Geostatistical Classification and Class Kriging
1998 May 01	Mapping Precipitation in Switzerland with Ordinary and Indicator Kriging
1998 May 01	Neural Network Residual Kriging Application For Climatic Data
1998 May 01	Rainfall Estimation from Sparse Data with Fuzzy B-Splines
1998 May 01	Estimating Daily Regional Rainfall Fields by Multiquadratic Functions: Accuracy of Interpolation and Decision Making
1998 May 01	Interpolation of Rainfall Data with Thin Plate Smoothing Splines: I Two Dimensional Smoothing of Data with Short Range Correlation
1998 May 01	Interpolation of Rainfall Data with Thin Plate Smoothing Splines: II Analysis of Topographic Dependence
1998 May 01	Large-scale Versus Small-scale Variation Decomposition, Followed by Kriging Based on a Relative Variogram, in Presence of a Non-stationary Residual Variance
1998 May 01	Spatial Interpolation and its Uncertainty Using Automated Anisotropic Inverse Distance Weighting (IDW) - Cross-Validation/Jackknife Approach
1998 May 01	Modeling of the Daily Rainfall Values Using Surface Under Tension and Kriging
1998 May 01	Rainfall Prediction using Artificial Neural Networks
1998 May 01	A Methodological Study of the Application of the Maximum Entropy Estimator to Spatial Interpolation
1998 May 01	The Estimation of Rainfall Distribution for Emergency Response to Chernobyl Type Incidents Utilizing Multidimensional Smoothing Splines
1998 May 01	Analysis of Rainfall Data by Robust Spatial Statistics using S+ SPATIALSTATS
2002 May 10	Bridging the Gap Between GIS and Solid Spatial Statistics
2000 Aug 23	AUTOCLUST: Automatic clustering via boundary extraction for mining massive point-data sets
2000 Aug 23	An inductive attack on spatial scale
2000 Aug 23	Multi-scale approach to measuring residential segregation and the case of Yaffo, Tel-Aviv
2000 Aug 23	Density Data Generation for Spatial Data Mining Applications
2000 Dec 23	An evaluation of the accuracy of the areal interpolation of data for the analysis of long-term change in England and Wales
2000 Aug 23	A semi-automatic method to build territorial partitions
2000 Aug 23	Using Genetic Algorithms in Clustering Problems
2001 Sep 24	The Effect of Spatial Generalisation on Filtering Noise for Spatio-temporal Analysis
2001 Sep 24	Raster Representations Of Spatial Attributes With Uncertainty Assessment Using Nonlinear Stochastic Simulation
2001 Sep 24	A Spatially Explicit Population Viability Model using GIS
2003 Sep 08	Assessing Accuracy of Land-Cover Change Data Aggregated to a Fixed Spatial Support
2003 Sep 08	Variable Resolution Spatial Interpolation Using the Simple Recursive Point Voronoi Diagram
2003 Sep 08	Sequential, Sparse Learning in Gaussian Processes
2003 Sep 08	Spatio-temporal difference in model outputs and parameter space as determined by calibration extent
2003 Sep 08	Assessment of the Production and Economic Risks of Site-specific Liming using Geostatistical Uncertainty Modelling
2003 Sep 08	Geostatistical Prediction/Simulation of Point Values From Areal Data
2003 Sep 08	Uncovering Spatial Feedbacks At Alpine Treeline Using Spatial Metrics In Evolutionary Simulations
2003 Sep 08	Surface Networks: Extension of the Topology and Extraction from Bilinear Surface Patches
2005 Jul 01	Support Vector Regression for Automated Robust Spatial Mapping of Natural Radioactivity
2005 Jul 01	Investigation of Two Neural Network Methods in an Automatic Mapping Exercise
2005 Jul 01	Spatial Prediction of Radioactivity using General Regression Neural Network
2005 Jul 01	Spatial Interpolation of Natural Radiation Levels with Prior Information using Back-propagation Artificial Neural Networks
2005 Jul 01	Automated Mapping using Multilevel B-Splines
2005 Jul 01	Interpolation of Radioactivity Data Using Regularized Spline with Tension
2005 Jul 01	Fast Spatial Interpolation using Sparse Gaussian Processes
2005 Jul 01	Bayesian Automating Fitting Functions for Spatial Predictions
2005 Jul 01	Automatic Mapping of Monitoring Data
2005 Jul 01	Automatic Mapping in the Presence of Substitutive Errors
2005 Jul 01	Mapping Radioactivity from Monitoring Data. Automating the Classical Geostatistical Approach
2005 Jul 01	Using Ordinary Kriging to Model Radioactive Contamination Data
2005 Jul 01	Introduction to the Spatial Interpolation Comparison (SIC) - 2004 Exercise and Presentation of the Datasets
2004 Sep 01	Some Theory for the Analysis of Random Fields - With Applications to Geostatistics. (MSc Thesis)
2007 Oct 29	A pilot project to determine the best available correction methods for NEXRAD radar rainfall data sets