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Handbook of Applied Spatial Analysis: Software Tools, Methods and Applications

Handbook of Applied Spatial Analysis: Software Tools, Methods and Applications
Kataloginformation
Feldname Details
Vorliegende Sprache eng
Hinweise auf parallele Ausgaben 310416477 Buchausg. u.d.T.: ‡Handbook of applied spatial analysis
ISBN 978-3-642-03646-0
Name Fischer, Manfred M.
Getis, Arthur
Name ANZEIGE DER KETTE Getis, Arthur
T I T E L Handbook of Applied Spatial Analysis
Zusatz zum Titel Software Tools, Methods and Applications
Verlagsort Berlin, Heidelberg
Verlag Springer-Verlag Berlin Heidelberg
Erscheinungsjahr 2010
2010
Umfang Online-Ressource (XV, 811p. 380 illus., 190 illus. in color, digital)
Reihe SpringerLink. Bücher
Notiz / Fußnoten Includes bibliographical references and indexes
Titelhinweis Buchausg. u.d.T.: ‡Handbook of applied spatial analysis
ISBN ISBN 978-3-642-03647-7
Klassifikation GTB
KCP
BUS067000
338.9
519.536
HT388
HD28-9999
RB 10104
Kurzbeschreibung 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
2. Kurzbeschreibung 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, explains, and demonstrates the nature of current models, methods, and techniques particularly designed for the analysis of spatial data. The book is designed to be a desk reference for all researchers just getting into the field of spatial data analysis as well as for seasoned spatial analysts. Relevant references are given whenever possible to direct researchers to the most useful writings on the subject. Unlike most compendia of this nature, the book starts out by exploring the available software for spatial analysis. We focus on the tools that make analysis possible. The volume then describes briefly but clearly the many techniques embodied in the fields of exploratory spatial data analysis, spatial statistics, geostatistics, and spatial econometrics. In addition, attention is given to the methods used for the analysis of remotely sensed data. Finally, a number of example sections are included that demonstrate the application of spatial analysis in the economic, environmental, and health sciences. The wide range of approaches described helps readers better understand their data and the techniques needed for spatial analysis. The volume features contributions from the very best scholars in the field. Their explanations are able to communicate the fundamental ideas of their subject area succinctly and accessibly
1. Schlagwortkette Raumdaten
Analyse
Geoinformationssystem
1. Schlagwortkette ANZEIGE DER KETTE Raumdaten -- Analyse -- Geoinformationssystem
2. Schlagwortkette Raumdaten
Analyse
Geoinformationssystem
ANZEIGE DER KETTE Raumdaten -- Analyse -- Geoinformationssystem
3. Schlagwortkette Mathematische Modellierung
Softwarewerkzeug
Computervisualistik
ANZEIGE DER KETTE Mathematische Modellierung -- Softwarewerkzeug -- Computervisualistik
SWB-Titel-Idn 318559722
Signatur Springer E-Book
Bemerkungen Elektronischer Volltext - Campuslizenz
Elektronische Adresse $uhttp://dx.doi.org/10.1007/978-3-642-03647-7
Internetseite / Link Volltext
Siehe auch Volltext
Siehe auch Cover
Siehe auch Inhaltsverzeichnis
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