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. Author manuscript; available in PMC: 2021 Nov 14.
Published in final edited form as: Ecol Modell. 2020 Nov 14;440:109358. doi: 10.1016/j.ecolmodel.2020.109358

Table 2.

Modelled metrics used as surrogates for the original HWBI ecosystem services metrics used in developing services to domains regression models (Summers et al. 2016).

HWBI Service Indicator Original HWBI Services Metrics Surrogate Modelled Metric
Air Quality
Usable Air - % days with good or moderate air quality1 - Rate of air pollutant removal
Food, Fiber, and Fuel Provisioning
Raw Materials - Copper reserves2 - Same metric as original HWBI
- Gold reserves2 - Same metric as original HWBI
- Lead reserves2 - Same metric as original HWBI
- Silver reserves2 - Same metric as original HWBI
- Zinc reserves2 - Same metric as original HWBI
Food & Fiber - Commercial fishery landings3
- Saw-timber tree volume on forest land4
- Agricultural productivity5
- Same metric as original HWBI
- Forest area allocated for timber removal
- Index of nitrogen fixation, carbon sequestration, soil water content
Energy - Recoverable coal reserves6
- Crude oil proved reserves6
- Natural gas proved reserves6
- Uranium reserves6
- Same metric as original HWBI
- Same metric as original HWBI
- Same metric as original HWBI
- Same metric as original HWBI
Greenspace
Recreation & Aesthetics - % of people who did non-consumptive activity within a mile of their home7
- % of people who took a wildlife observation trip within their state7
- Area of blue space per person7
- Same metric as original HWBI
- Biodiversity
- Modelled area of blue space per person
Natural Areas - National Parks acreage8
- % area designated rural park or wildlife area5
- Number of National Park visitors within a state8
- Unclassified land use acres (e.g., marsh, swamp, bare rock, tundra)5
- Same metric as original HWBI
- Same metric as original HWBI
- Same metric as original HWBI
- Modelled area of natural lands
Water Quality
Usable Water - % of water bodies assessed as ‘Good’1
- % days under a beach action (e.g., closure)1
- Index of sediment load, nutrient load
- Fecal coliform load
Water Quantity
Available Water - Average monthly Palmer Hydrological Drought Index3
- Water Sustainability Index9
- Rainwater retention capacity by soil
- Same metric as original HWBI

Data Sources:

1.

U.S. EPA Air Quality Index Report;

2.

U.S. Geological Survey Mineral Commodity Summaries;

3.

National Oceanic and Atmospheric Administration National Marine Fisheries Service;

4.

U.S. Department of Agriculture Forest Inventory and Analysis Data Base;

5.

U.S. Department of Agriculture Economic Research Service;

6.

U.S. Energy Information Administration;

7.

U.S. Census Bureau;

8.

National Park Service;

9.

Natural Resources Defense Council