Geostatistical Methods for Scaling
Chapters 4 and 5 described variogram-and autocorrelation-based approaches to modeling scale, which are designed for geostatistical and lattice data, respectively. As mentioned toward the end of Chapter 5, this chapter seeks to describe geostatistical methods for scaling, whereas the next chapter add...
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| Published in | Scale in Spatial Information and Analysis pp. 121 - 142 |
|---|---|
| Main Authors | , , |
| Format | Book Chapter |
| Language | English |
| Published |
United States
CRC Press
2014
Taylor & Francis Group |
| Subjects | |
| Online Access | Get full text |
| ISBN | 9781439829370 1439829373 |
| DOI | 10.1201/b16751-10 |
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| Abstract | Chapters 4 and 5 described variogram-and autocorrelation-based approaches to
modeling scale, which are designed for geostatistical and lattice data, respectively. As
mentioned toward the end of Chapter 5, this chapter seeks to describe geostatistical
methods for scaling, whereas the next chapter addresses methods for scaling lattice
data (e.g., various images or raster data). |
|---|---|
| AbstractList | Chapters 4 and 5 described variogram-and autocorrelation-based approaches to
modeling scale, which are designed for geostatistical and lattice data, respectively. As
mentioned toward the end of Chapter 5, this chapter seeks to describe geostatistical
methods for scaling, whereas the next chapter addresses methods for scaling lattice
data (e.g., various images or raster data). |
| Author | Goodchild, Michael F. Atkinson, Peter Zhang, Jingxiong |
| Author_xml | – sequence: 1 givenname: Jingxiong surname: Zhang fullname: Zhang, Jingxiong – sequence: 2 givenname: Peter surname: Atkinson fullname: Atkinson, Peter – sequence: 3 givenname: Michael F. surname: Goodchild fullname: Goodchild, Michael F. |
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| Keywords | Areal Interpolation Transition Probability Models Ordinary Kriging Kriging Weights Kriging Variance Kriging Prediction Areal Data Universal Kriging LAI NDVI Relationship Block Kriging Spatial Prediction Unsampled Location Geostatistical Methods Indicator Geostatistics Yao 2008a Yao 2008b Simple Kriging Kriging Equations Spatial Structural Information Ath Entry Landsat TM Image Cumulative Distribution Functions Inverse Problem Geostatistical Approach Indicator Kriging |
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| PublicationTitle | Scale in Spatial Information and Analysis |
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modeling scale, which are designed for geostatistical and lattice data,... |
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| SubjectTerms | ENVIRONMENTAL ENGINEERING & TECHNOLOGY Geographical information systems (GIS) & remote sensing Human geography |
| Title | Geostatistical Methods for Scaling |
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