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Geospatial Analysis for Optimization at Environmental Sites

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Overview
Fact Sheets
Fact Sheets Overview
Fact Sheet 1: Do You Need Geospatial Analysis?
Fact Sheet 2: Are Conditions Suitable for Geospatial Analysis?
Fact Sheet 3: How is Geospatial Analysis Applied?
Fact Sheet 4: What Software is Available to Help?
PM's Tool Box
PM's Tool Box Overview
Review Checklist
Choosing Methods
Common Misapplications
Optimization Questions
Geospatial Analysis Support for Optimization Questions in the Project Life Cycle
Data Requirements
General Considerations
Methods for Optimization
Geospatial Methods for Optimization Questions in the Project Life Cycle Stages
Release Detection
Site Characterization
Remediation
Monitoring
Closure
Documenting Results
Fundamental Concepts
Fundamental Concepts for Geospatial Analysis
Basic Data Concepts for Geospatial Analysis
Interpolation Methods and Model Prediction
Uncertainty in Geospatial Analyses
Characteristics of Interpolation Methods
Work Flow
Work Flow for Conducting Geospatial Analysis
Geospatial Analysis Work Flow Overview
Perform Exploratory Data Analysis
Select Geospatial Method
Build Geospatial Model
Evaluate Geospatial Method Accuracy
Generate Geospatial Analysis Results
Using Results
Using Analysis Results for Optimization
Plume Intensity and Extent
Trend Maps
Estimating Quantities
Hot Spot Detection
Sample Spacing
Estimating Concentrations Based on Proxy Data
Background Estimation
Quantifying Uncertainty
Remedial Action Optimization
Monitoring Program Optimization
Examples
Examples Overview
Example 1
Example 2
Example 3
Example 4
Methods
Methods Overview
Simple Geospatial Methods
More Complex Geospatial Methods
Advanced Methods
Index of Methods
Software
Software Overview
Software Comparison Tables
Software Descriptions
Workshops and Short Courses
Case Studies
Case Studies Overview
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
Project Life Cycle Stages
History of Remedial Process Optimization
Additional Resources
Acronyms
Glossary
Index of Methods
Acknowledgments
Team Contacts
Document Feedback

 

Geospatial Analysis for Optimization at Environmental Sites
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Additional Resources

Additional resources for optimization, statistics and geospatial analysis are included here.

  • USEPA Home Page: Remedy Optimization. (USEPA 2012b)
  • USEPA CLU-IN Optimization Page (USEPA 2013a)
  • U.S. Army Corps of Engineers (USACE)
  • U.S. Army Environmental Command (US Army)
  • U.S. Air Force Civil Engineer Center (AFCEC)
  • U.S. Naval Facilities Engineering Command (US Navy 2014)
  • Federal Remediation Technologies Roundtable (Federal Remediation Technologies Roundtable 2014)
  • Interstate Technology Regulatory Council (ITRC 2006)

Reference materials for statistical analysis:

  • Statistical Analysis of Groundwater Monitoring Data at RCRA Facilities (USEPA 2009).
  • Statistical Methods for Groundwater Monitoring. 2nd edition (Gibbons, Bhaumik, and Aryal 2009).
  • Statistical Methods for Environmental Pollution Monitoring (Gilbert 1987).

Reference materials for geospatial analysis:

  • Geostatistics, Modeling Spatial Uncertainty, Second Edition (Chilès and Delfiner 2012)
  • Statistics for Spatial Data (Cressie 1993)
  • Statistics for Spatio-Temporal Data (Cressie and Wikle 2011).
  • Geospatial Analysis. 5th Edition (de Smith, Goodchild, and Longley 2015)
  • Model-based Geostatistics (Diggle and Ribeiro 2007)
  • Geostatistics for Natural Resources Evaluation (Goovaerts 1997)
  • Overview and Technical and Practical Aspects for Use of Geostatistics in Hazardous, Toxic-, and Radioactive-Waste-Site Investigations (Bossong et al. 1999)

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