Table 1 Data inputs used in this study.

From: Putting pesticides on the map for pollinator research and conservation

Description (units)

Source(s)

Scope & resolution

Pesticide use (kg)

USGS Pesticide National Synthesis Project: https://water.usgs.gov/nawqa/pnsp/usage/maps/county-level/

>500 pesticide active ingredients

Seed treatments excluded after 2014, and in California in all years

Estimates for ten crops or crop groups and the 50 contiguous states in the US

Annual (1992–2017)

Pesticide use (kg, kg/ac on treated acres; % acres treated)

USDA Agricultural Chemical Use Survey: https://quickstats.nass.usda.gov/

Major crops and pesticides

Seed treatments excluded in all years

State, regional, and national resolutions

Annual for major crops and production areas; sporadic for minor crops (1990–2019)

Crop area (acres)

US Census of Agriculture: https://www.quickstats.nass.usda.gov/

All crops

County, state, and national resolutions

Every five years (1997, 2002, 2007, 2012, 2017)

USDA NASS Survey: https://www.quickstats.nass.usda.gov/

Major crops

State, regional, and national resolutions

Annual for major crops and production areas; sporadic for minor crops (1990–2017)

Honey bee acute toxicity (LD50, usually in µg/bee)

EPA ECOTOX Database: https://cfpub.epa.gov/ecotox/

Wide range of toxicological measurements reported in the dataset

PPDB: Pesticides Properties Database: https://sitem.herts.ac.uk/aeru/ppdb/en/

Wide range of toxicological measurements reported in the dataset

Land use/Land cover

USDA Cropland Data Layer: https://nassgeodata.gmu.edu/CropScape/

Dozens of crop species and seven non-agricultural land cover classes for the contiguous US

30–56 m resolution

Annual (2008–2020 for entire US; some states go back to early 2000s)