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Geospatial Analysis for Optimization at Environmental Sites

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Fact Sheet 1: Do You Need Geospatial Analysis?
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Fundamental Concepts for Geospatial Analysis
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Plume Intensity and Extent
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Superfund Site Monitoring Optimization (MAROS)
PAH Contamination in Sediments—Uncertainty Analysis (Isatis)
Optimization of Long-Term Monitoring at Former Nebraska Ordnance Plant (GTS; Summit Envirosolutions)
Optimization of Lead-Contaminated Soil Remediation at a Former Lead Smelter (EVS/MVS)
Extent of Radiological Contamination in Soil at Four Sites near the Fukushima Daiichi Power Plant, Japan (ArcGIS)
Optimization of Groundwater Monitoring at a Research Facility in New Jersey (GWSDAT)
Optimization of Sediment Sampling at a Tidally Influenced Site (ArcGIS)
Stringfellow Superfund Site Monitoring Optimization (MAROS)
Lead Contamination in Soil (ArcGIS)
Stakeholder Perspectives
Additional Information
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History of Remedial Process Optimization
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Index of Methods
Acknowledgments
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Geospatial Analysis for Optimization at Environmental Sites
HOME

Index of Methods

Advanced geospatial methods

Conditional simulation

Correlogram

Co-simulation

Co-variogram

Cross-Validation

 

Delaunay triangulation diagrams

 

EDA, common methods

EDA, spatial methods

Empirical variogram

Exceedance probability map

 

H-scatterplots, H-scattergrams

 

Inverse distance weighting

 

Kernel smoothing

Kriging

Kriging with external trend, external drift

Kriging, block

Kriging, co-kriging

Kriging, disjunctive

Kriging, factorial

Kriging, indicator

Kriging, ordinary

Kriging, point

Kriging, probability

Kriging, simple

Kriging, universal

 

More complex geospatial methods

 

Natural neighbor interpolation

Nonparametric regression

 

Parametric regression

Penalized spline

 

Simple geospatial methods

Spatial correlation models

Spline interpolation

Splines and kernel smoothing

Standard deviation map

 

Thiessen Polygons/Delaunay triangulation diagrams

 

Validation

Variance map

Variograms

Voronoi diagrams

 

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