Appendix 6b: State Geological Survey Reporting Schema
This database contains self-reported information on funding, mapping activity, and web metrics from State Geological Surveys and the USGS. Below metadata describe the tables and columns of sgs_reporting.db (DuckDB), which supplements the Economic Analysis of the Costs and Benefits of Geological Mapping (2024) report. The accompanying Microsoft Access (.accdb) database adheres to the below schema, however, column data types may differ where incompatible with DuckDB. Comma Separated Value (.csv) exports are provided for all tables within the database. Corresponding data dictionary tables are located in csv/other_tables/.
License:
This database is made available under the Open Database License: http://opendatacommons.org/licenses/odbl/1.0/. Any rights in individual contents of the database are licensed under the Database Contents License: http://opendatacommons.org/licenses/dbcl/1.0/
Database metadata:
agency
- shape: 51 rows, 6 columns
- description: agency name and staff/student population
agency.idx
dtype: INTEGER
domain: None
description: auto-number primary key
agency.state_id
dtype: VARCHAR
domain: None
description: two-letter postal abbreviation for state that serves as a relational and grouping key throughout the database
agency.agency_name
dtype: VARCHAR
domain: None
description: full name of agency
agency.geologists
dtype: FLOAT
domain: None
description: number of 100% FTE geologist staff
agency.non_geologists
dtype: FLOAT
domain: None
description: number of 100% FTE non-geologist staff
agency.students
dtype: FLOAT
domain: None
description: number of students
data_dictionary
- shape: 3 rows, 4 columns
- description: long-form values for encoded data
data_dictionary.idx
dtype: INTEGER
domain: None
description: auto-number primary key
data_dictionary.table
dtype: VARCHAR
domain: None
description: table containing encoded data
data_dictionary.alias
dtype: VARCHAR
domain: None
description: encoding alias value
data_dictionary.description
dtype: VARCHAR
domain: None
description: full description of value
derivatives
- shape: 1332 rows, 6 columns
- description: status of derivative mapping products/datasets as of 2019
derivatives.idx
dtype: INTEGER
domain: None
description: auto-number primary key
derivatives.state_id
dtype: VARCHAR
domain: None
description: two-letter postal abbreviation for state that serves as a relational and grouping key throughout the database
derivatives.derivative
dtype: VARCHAR
domain: None
description: type of derivative product
derivatives.500k_or_smaller
dtype: VARCHAR[]
domain: ['a', 'b', 'c']
description: status at scales 500k or smaller
derivatives.101k_to_499k
dtype: VARCHAR[]
domain: ['a', 'b', 'c']
description: status at scales 101k to 499k
derivatives.100k_or_larger
dtype: VARCHAR[]
domain: ['a', 'b', 'c']
description: status at scales 100k or larger
funding
- shape: 1331 rows, 7 columns
- description: funding amounts received per year as reported by agency for years 1994-2019
funding.idx
dtype: INTEGER
domain: None
description: auto-number primary key
funding.state_id
dtype: VARCHAR
domain: None
description: two-letter postal abbreviation for state that serves as a relational and grouping key throughout the database
funding.year
dtype: INTEGER
domain: None
description: year pertaining to funding reported
funding.federal
dtype: FLOAT
domain: None
description: amount of federal funding (USD) received in year
funding.state
dtype: FLOAT
domain: None
description: amount of state funding (USD) received in year
funding.other
dtype: FLOAT
domain: None
description: amount of other funding (USD) received in year
funding.total
dtype: FLOAT
domain: None
description: amount of total funding (USD) received in year
mapping
- shape: 362 rows, 9 columns
- description: statistics on mapping completion for various map scales as of 2019
mapping.idx
dtype: INTEGER
domain: None
description: auto-number primary key
mapping.state_id
dtype: VARCHAR
domain: None
description: two-letter postal abbreviation for state that serves as a relational and grouping key throughout the database
mapping.scale
dtype: VARCHAR
domain: None
description: map scale
mapping.total_sq_mi_cumulative
dtype: FLOAT
domain: None
description: square miles mapped at specified scale
mapping.perc_state_area_cumulative
dtype: FLOAT
domain: None
description: percent of total state area mapped at specified scale
mapping.total_sq_mi_quaternery
dtype: FLOAT
domain: None
description: square miles of quaternary units mapped at specified scale
mapping.perc_state_area_quaternery
dtype: FLOAT
domain: None
description: percent of total state area comprised of mapped quaternary units at specified scale
mapping.total_sq_mi_bedrock
dtype: FLOAT
domain: None
description: square miles of bedrock units mapped at specified scale
mapping.perc_state_area_bedrock
dtype: FLOAT
domain: None
description: percent of total state area comprised of mapped bedrock units at specified scale
web
- shape: 1479 rows, 8 columns
- description: metrics on web views and downloads per year for years 1994-2022
web.idx
dtype: INTEGER
domain: None
description: auto-number primary key
web.state_id
dtype: VARCHAR
domain: None
description: two-letter postal abbreviation for state that serves as a relational and grouping key throughout the database
web.year
dtype: INTEGER
domain: None
description: year pertaining to metrics reported
web.site_views
dtype: INTEGER
domain: None
description: number of visits to primary agency web site
web.site_views_unique_users
dtype: INTEGER
domain: None
description: number of visits to primary agency web site by unique IP addresses
web.map_views
dtype: INTEGER
domain: None
description: number of views for online map products
web.map_downloads
dtype: INTEGER
domain: None
description: number of downloads for online map products
web.map_sales
dtype: INTEGER
domain: None
description: number of online sales for map-related products (such as print products)
Table of Contents
- Abstract
- Acknowledgements
- Executive Summary
- Chapter 1: Introduction
- Chapter 2: Study Objectives and Methodology
- Chapter 3: Stakeholder Assessment of Map Producing Agencies
- Chapter 4: Cost for Geological Mapping
- Chapter 5: Geological Mapping Program Activities — Critical Components
- Chapter 6: Benefits of Geological Mapping: Quantitative Assessment of Responses to Stakeholder Questionnaire
- Chapter 7: Geological Map Demand and Economic Estimates of Costs and Benefits
- Chapter 8: Regional Variations in Costs and Benefits of Geological Mapping
- Chapter 9: Quantitative Value Assessment from Independent EPA Data
- Chapter 10: Qualitative Assessment of Value of Geological Maps by Stakeholders
- Chapter 11: An Economic Model of General Geological Mapping Applications
- Chapter 12: Stakeholder Input about Future Geological Mapping
- Chapter 13: Lessons Learned and Suggestions for Future Analyses
- Chapter 14: Summary and Conclusions
- Appendix 1: Cost Sheet Template
- Appendix 2: Questionnaire to Stakeholders
- Appendix 3: Example Solication Letter Requesting Stakeholders to Participate in National Cost-Benefit Assessment
- Appendix 4: Summary Statistics, Outliers, and Confidence Intervals
- Appendix 5: Annual State Geological Survey Map Views
- Appendix 6: Regional Cost-Benefit Analysis Datasets
- Appendix 6a: Questionnaire Data Schema
- Appendix 6b: State Geological Survey Reporting Schema
- Appendix 7: Chapter 8 Supplemental Figures and Tables