Data and Tools

Remediation to Restoration to Revitalization as an Approach to Connect Programs, Research, and Societal Needs Webinar Archive

Remediation to Restoration to Revitalization is a conceptual model that acts as a framework to harmonize the social and biophysical dimensions of environmental actions and demonstrate how to better connect environmental outcomes with societal values.

One Health Research, Tools, & Resources

This page contains examples of EPA One Health-related research and collaborations.

EPA Mapping Tools

Estimating Taxon-Environment Relationships: Central Tendencies

This page describes weighted average approach to estimating species optima in terms of central tendencies.

R Script: Classify Response Shape

Steps on how to perform a graphical classification of response shape.

Using R to Estimate Central Tendencies

Script for computing a central tendency for a taxon.

R Script: Set Up Variables

Links to downloadable scripts and example data

R Script: Calculate Weighted Average Inferences

Code to calculate the weighted average inference.

R Script: Chi-Square Tests for Parametric and Non-parametric Models

How to Conduct Chi-Square Tests on Parametric and Non-Parametric Models.

Using Taxon-Environment Relationships: Download Files and Set Up R

Step by step instructions for setting up your workspace to run statistical scripts.

Download R Scripts and Sample Data

Includes links to downloadable scripts and example data to illustrate the analysis methods described in this module.

R Script: Compute Cumulative Percentiles

Links to downloadable scripts and example data for how to compute cumulative percentiles.

Exploratory Data Analysis

Additional approaches for understanding stressor correlations: variable clustering, PCA, Biplots, collinearity, space and time,

R Script: Compare Taxa Names in Tolerance Value and Assessment Data

Steps on how to identify taxa found in calibration and test data.

Estimating Taxon-Environment Relationships: Non-Parametric Regressions

This page describes the use of non-parametric regression to estimate species-environment relationships.

Using R to Estimate Environmental Limits

Script for computing environmental limits using a weighted average in R.

CADLink

CADLink is a database of literature-based evidence - that is, evidence extracted from the scientific literature, typically peer-reviewed publications

R Script: Compute Weighted-Average Tolerance Values

Links to downloadable scripts and example data to compute weighted averages.

Air Quality and Climate - CMAQ

Climate

Uniform Federal Policy for Quality Assurance Project Plans Template: Advanced Geophysical Classification for Munitions Response

Final Draft of Uniform Federal Policy for Quality Assurance Project Plans Template Geophysical Classification for Munitions Response with included response template.