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. 2022 Sep 16;9:571. doi: 10.1038/s41597-022-01584-z

Table 2.

USGS crop categories in pesticide source data, based on metadata from USGS30,31 and personal communication with USGS staff scientists.

USGS category Crops included in category Additional crops in California*
Alfalfa Alfalfa (hay and haylage)
Corn Corn (grain and silage)
Cotton Cotton (all types)
Orchards & grapes Almonds, apples, apricots, cherries (tart and sweet), grapefruit, grapes, hazelnuts, lemons, oranges, peaches, pears, pecans, pistachios, plums & prunes, tangelos, tangerines, temples, walnuts Chestnuts, “other” citrus fruit, dates, figs, kiwifruit, kumquats, limes, mangoes, olives, papayas, pecans, persimmons, pistachios, “other” tree nuts
Other crops Barley, canola, peanuts, rapeseed, sorghum, sugarbeets, sugarcane, sunflower, tobacco Christmas trees, flaxseed, grass seed, hops, jojoba, mustard, oats, rye, safflower, taro, triticale, wild rice
Pasture & hay Hay and haylage (excluding alfalfa), pastureland, summer fallow
Rice Rice (all types)
Soybeans Soybeans (all types)
Vegetables & fruit Artichokes, asparagus, blackberries, boysenberries, broccoli, cabbage, carrots, cauliflower, celery, cowpeas, cucumbers, dry beans, garlic, lentils, lettuce, loganberries, melons, onions (dry and green), peas, peppers, potatoes, pumpkins, raspberries, snap beans, spinach, squash, strawberries, sweet corn, tomatoes Avocados, beets, blueberries, Brussel sprouts, chicory, cranberries, currants, daikon radish, eggplant, escarole & endive, ginger root, greens, guavas, herbs, horseradish, okra, pineapple, radishes, rhubarb, sweet potatoes, turnips
Wheat Wheat (all types)

*California data derives from a different source dataset and so includes some crops not represented in other states. As reported in Table 3, we also make available keys relating USGS crop categories to USDA crop names.