Handbook of Applied Spatial Analysis Software Tools, Methods and Applications

Handbook of Applied Spatial Analysis Software Tools, Methods and Applications / edited by Manfred M. Fischer, Arthur Getis.

Spatial data are an important source of scientific information. The development of high capacity and fast desk and laptop computers and the concomitant creation of geographic information systems has made it possible to explore georeferenced or mapped data as never before. This Handbook summarizes, e...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Fischer, Manfred M. (Editor), Getis, Arthur (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edition:1st ed. 2010.
Series:Springer eBook Collection.
Subjects:
Regional economics.
Spatial economics.
Statistics .
Regional planning.
Urban planning.
Geography.
Econometrics.
Environment.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • GI Software Tools
  • Spatial Statistics in ArcGIS
  • Spatial Statistics in SAS
  • Spatial Econometric Functions in R
  • GeoDa: An Introduction to Spatial Data Analysis
  • STARS: Space-Time Analysis of Regional Systems
  • Space-Time Intelligence System Software for the Analysis of Complex Systems
  • Geostatistical Software
  • GeoSurveillance: GIS-based Exploratory Spatial Analysis Tools for Monitoring Spatial Patterns and Clusters
  • Web-based Analytical Tools for the Exploration of Spatial Data
  • PySAL: A Python Library of Spatial Analytical Methods
  • Spatial Statistics and Geostatistics
  • The Nature of Georeferenced Data
  • Exploratory Spatial Data Analysis
  • Spatial Autocorrelation
  • Spatial Clustering
  • Spatial Filtering
  • The Variogram and Kriging
  • Spatial Econometrics
  • Spatial Econometric Models
  • Spatial Panel Data Models
  • Spatial Econometric Methods for Modeling Origin-Destination Flows
  • Spatial Econometric Model Averaging
  • Geographically Weighted Regression
  • Expansion Method, Dependency, and Multimodeling
  • Multilevel Modeling
  • The Analysis of Remotely Sensed Data
  • ARTMAP Neural Network Multisensor Fusion Model for Multiscale Land Cover Characterization
  • Model Selection in Markov Random Fields for High Spatial Resolution Hyperspectral Data
  • Geographic Object-based Image Change Analysis
  • Applications in Economic Sciences
  • The Impact of Human Capital on Regional Labor Productivity in Europe
  • Income Distribution Dynamics and Cross-Region Convergence in Europe
  • A Multi-Equation Spatial Econometric Model, with Application to EU Manufacturing Productivity Growth
  • Applications in Environmental Sciences
  • A Fuzzy -Means Classification and a Bayesian Approach for Spatial Prediction of Landslide Hazard
  • Incorporating Spatial Autocorrelation in Species Distribution Models
  • A Web-based Environmental Decision Support System for Environmental Planning and Watershed Management
  • Applications in Health Sciences
  • Spatio-Temporal Patterns of Viral Meningitis in Michigan, 1993 - 2001
  • Space-Time Visualization and Analysis in the Cancer Atlas Viewer
  • Exposure Assessment in Environmental Epidemiology.

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