ERS Charts of Note
Subscribe to our Charts of Note series, which highlights economic research and analysis on agriculture, food, the environment, and rural America. Each week, this series highlights charts of interest from current and past ERS research.
At the end of the year, users can look forward to our Editors’ Picks of the Best of Charts of Note.
Thursday, December 5, 2024
USDA, Economic Research Service defines agritourism as on-farm services for recreation (such as hunting or fishing), hospitality (such as overnight accommodations), or entertainment (such as festivals or petting zoos). It can provide farmers a way to increase income, create teaching opportunities, and develop relationships with the local community. In 2022, U.S. farms and ranches generated $1.26 billion in income from agritourism services, an increase of 12.4 percent from 2017 after adjusting for inflation, according to data obtained from USDA’s 2022 Census of Agriculture. About 57 percent of counties reported agritourism income, with the median county income at $161,000. The 50 counties with the most income from agritourism were spread across 23 States. Eight of those counties were in Texas, and California, Colorado, and Hawaii each had four. Those top agritourism counties accounted for $352 million of agritourism income, or more than a quarter of the U.S. total. ERS researchers have shown that farms in more populated counties tend to earn more agritourism income, as well as those specializing in certain types of crop or livestock production (specifically grapes, fruit and tree nuts, and specialty livestock) and those in or near counties with abundant natural amenities. For more details from the 2022 Census of Agriculture, see the USDA, National Agricultural Statistics Service’s Census of Agriculture website.
Wednesday, November 6, 2024
The 2022 Census of Agriculture shows that around 84,000 farms operated by a producer with military service engage in cattle farming (29 percent), making it the most common commodity specialization among those with military service. It is followed closely by “other crop farming” with 79,000 operations (27 percent). “Other animal production” ranks third with approximately 59,000 farms, while operations specializing in “oilseed and grain” and “specialty crops” are less common, with around 37,000 and 30,000 farms respectively. In 2022, there were 289,372 farms operated by at least one producer with current or prior military service, which represents about 15 percent of all farm operations. These farms were mostly small, with an average farm size of 373 acres, compared with the overall U.S. average farm size of 463 acres. Information about farm businesses can be found in the USDA, Economic Research Service report America’s Farms and Ranches at a Glance, 2023 edition.
Monday, October 28, 2024
About 40 percent of U.S. farmers worked 200 or more days off the farm in 2022, according to the 2022 Census of Agriculture. The majority—93.2 percent—of the 3,078 U.S. counties for which data were reported had at least 30 percent of producers working 200 days or more off the farm. Further, 83 counties (2.7 percent) had at least 50 percent of producers working off farm 200 days or more. Counties with relatively few producers working 200 days or more off farm were scattered across the country, with many in remote areas of the western United States, and several located in metro areas. The majority of U.S. farm operations have more than one producer engaged in decisions or duties related to the farm business, which would increase the time available for off-farm work for any single producer. For farms with two producers, 41 percent of producers worked off farm 200 days or more, with a similar portion of producers on farms with either three or four producers doing so. In comparison, 35 percent of producers on farms with only one producer did so. Off-farm work is a significant source of income for most farm households and can additionally provide health and retirement benefits. According to Agricultural Resource Management Survey data, more than half of family farms did not turn a profit in 2022, and 84 percent of farm households earned at least half their total income from off-farm sources. For more details from the 2022 Census of Agriculture, see the USDA, National Agricultural Statistics Service’s Census of Agriculture website. Information on producers and households can be found on the USDA, Economic Research Service’s topic page Farm Household Well-being.
Monday, September 30, 2024
Energy payments, such as for leasing land for wind, oil, or natural gas development, are higher on average for large-scale family farms. Among those receiving payments from 2011 to 2020, large-scale family farms (those with gross cash farm income of $1 million or more), received an average annual energy payment of $152,285. By comparison, small family farms, whose gross cash farm income is less than $350,000, received an average annual energy payment of $18,088. Although the payments for midsize farms (those with gross cash farm income between $350,000 and $999,999) were similar to nonfamily farms, the portion of midsize family farm landowners receiving payments was more than twice as high at 6.82 percent versus 3.23 percent. This indicates that nonfamily farms may have different objectives and face different trade-offs when evaluating whether to lease land for energy development. Between 2011 and 2020, 3.5 percent of farm operations received energy payments, and the average annual payment to the operators was more than $30,000 in 2020 dollars. Read more about the size, frequency, trends, and relative contribution of energy payments to farm operator income in the USDA, Economic Research Service report The Role of Commercial Energy Payments in Agricultural Producer Income, released in April 2024.
Thursday, September 12, 2024
Across the United States, 8 percent of farms and ranches (153,101 out of 1.9 million) had renewable energy systems in 2022, according to data from the 2022 Census of Agriculture. This was an increase from 7 percent of farms and ranches reporting renewables in the 2017 Census of Agriculture. Renewable energy systems include everything from small-scale systems, such as rooftop solar and small hydro systems, to large-scale systems, such as solar and wind farms, as well as methane digesters, and geothermal systems. Nationally, 11 percent of all farms and ranches in the United States with renewables are in California. Texas is second with 10 percent of the U.S. total, which are located on 6 percent of the farms and ranches in Texas. States in the Southeast have the lowest share of farms and ranches with renewable energy systems, many with less than 1 percent of the U.S. total. States where more than 20 percent of farms and ranches in the State had renewable systems include Hawaii (34 percent), California (26 percent), Massachusetts, and Vermont (both 23 percent). For more Census of Agriculture data, see the USDA, National Agricultural Statistics Service’s 2022 Census of Agriculture page.
Tuesday, August 13, 2024
Energy payments to farm operations increased with the number of acres owned. These payments are compensation received by landowners for energy development such as from oil, natural gas, wind, or solar that occurs on their farmland. Researchers with USDA, Economic Research Service (ERS) used USDA’s Agricultural Resource Management Survey data to find the average annual payment made for energy development between 2011 and 2020 to farm operators based on acreage owned. Those who owned more than 1,000 acres received an average yearly payment of $56,797. Those who owned fewer than 100 acres received an average of $12,351, less than a quarter of payments made to the largest farms. Higher payments to larger farms are associated with owners having large tracts of land preferred for energy development. More than 13 percent of farm landowners with greater than 1,000 acres received energy payments between 2011 and 2020, compared with less than 2 percent of landowners with fewer than 100 acres. Read more about the size, frequency, trends, and relative contribution of energy payments to farm operator income in the ERS report The Role of Commercial Energy Payments in Agricultural Producer Income, released in April 2024.
Monday, August 12, 2024
The 2022 Census of Agriculture shows that farms operated by a producer with military service generated 9 percent of the U.S. agricultural production value in 2022. These producers are located throughout the United States but are mainly concentrated in the eastern half of the country. The Census of Agriculture is conducted every five years by USDA, National Agricultural Statistics Service and collects characteristics on up to four producers per farm operation. Producers with military service are defined as those who are currently on active duty or have served on active duty in the past. These producers accounted for 9.1 percent of all U.S. farm operators in 2022, down from 10.9 percent in the 2017 Census of Agriculture. Farms and ranches that have operators with military service produced, on average, about $170,000 per farm in 2022, compared with an average of $286,000 per farm for all operations. Information about farm businesses can be found in USDA, Economic Research Service’s America’s Farms and Ranches at a Glance.
Monday, August 5, 2024
Researchers with USDA, Economic Research Service (ERS) studied the land cover associated with 34,073 wind turbines installed on rural land between 2012 and 2020. Nationwide, they found that around 96 percent of wind turbines were installed on cropland (56 percent) or pasture-rangeland (40 percent). In the Midwest, 94 percent of wind turbines were installed on cropland. In the Plains, sites were almost equally split between cropland (49 percent) and pasture-rangeland (50 percent). In the West, 69 percent were located on pasture-rangeland and 27 percent on cropland. The Atlantic was the only region with a large share on nonagricultural land; 75 percent were located on forest land. However, only a small share of turbines was in the Atlantic (3 percent), and fewer than 1,000 turbines were on land categorized as forest. Read about the expansion of wind and solar in rural areas of the contiguous United States, the regional distribution of renewable energy development, and the land cover change associated with development in the ERS report Utility-Scale Solar and Wind Development in Rural Areas: Land Cover Change (2009–20), released in April 2024.
Thursday, August 1, 2024
Crop and livestock insurance payouts were substantially higher in the Great Plains and Mountain regions, according to data from the USDA, National Agricultural Statistics Service’s 2022 Census of Agriculture. Over the period from 2017 to 2022, insurance payouts in these regions were mostly driven by losses from weather-related events. According to U.S. Federal Crop Insurance Program historical cause of loss data from USDA’s Risk Management Agency (RMA), producers in the Great Plains States of Kansas, Nebraska, North Dakota, South Dakota, and Oklahoma experienced substantial losses from drought over the period from 2017 to 2022. Of the acreage in that region covered by crop insurance, 58 percent received payouts because of drought loss. Excessive moisture also contributed to production challenges and associated payouts in the Great Plains, and 19 percent of insured acres received payouts because of that issue. In the Mountain Region—Montana, Wyoming, New Mexico, Utah, and Nevada—producers received drought-related payouts for 73 percent of covered acres. A combination of losses from drought and, separately, low temperatures resulted in higher insurance payments across the Nation in 2022. After adjusting for inflation, the national average crop and livestock insurance payment for 2022 was $52,819 per operation. This was up 41 percent from the $37,388 average payment per operation in the 2017 census but down 19 percent from the record high of $65,088 in 2012, underscoring the fluctuating dynamics of weather-related insurance payments. The number of operations receiving payment also rose in 2022, to 107,409 (6 percent of the U.S. total) from 103,060 operations (5 percent) in 2017. For more information, see the USDA, Economic Research Service topic page Crop Insurance at a Glance and the Farm Income and Wealth Statistics data product.
Monday, July 22, 2024
More than 70 percent of large-scale, commercial solar development in rural areas occurred on agricultural land, either cropland or pasture-range land. Of the 3,177 solar projects installed between 2012 and 2020, the largest share was on cropland (43 percent). Another 28 percent of solar projects were installed on pasture-range land. Among regions studied, the Midwest had the highest share of solar installations on cropland at 70 percent, followed by the Atlantic at 43 percent and South at 37 percent. In the West and Plains, installations occurred mostly on pasture-range at 60 and 65 percent, respectively. The Atlantic region had the highest share of solar sites on forest land at 23 percent, while the Atlantic and South both had the highest share of solar installations on developed land at 6 percent. Sites in the South were the most diverse of all regions, with 37 percent categorized cropland, 17 percent as forest, 19 percent as pasture-range, and 21 percent categorized as other. Read about the expansion of solar and wind in rural areas of the contiguous United States in the USDA, Economic Research Service report Utility-Scale Solar and Wind Development in Rural Areas: Land Cover Change (2009–20), released in May 2024.
Monday, July 8, 2024
Not all farms use debt to finance their operations, but of those that do, the majority used commercial banks. Researchers with USDA, Economic Research Service examined direct loans reported from five different sources in 2022: the Farm Credit System, USDA Farm Service Agency, commercial banks, trade credit, and other lenders. More than half of each farm type reported loans owed to a commercial bank. Among borrowers, small family farms using debt had the highest proportion receiving financing through other lenders (28 percent). Among all the lending sources, the Farm Service Agency serviced between 8 and 10 percent of farms with loans, making it the least likely to provide a direct loan. Not reflected, however, are actions by the Farm Service Agency to provide a loan guarantee for some of those operations reporting loans from commercial banks and the Farm Credit System. This chart appears in America’s Farms and Ranches at a Glance, published December 2023.
Tuesday, June 25, 2024
Created in 1916, the Federal estate tax is a tax on the transfer of property to a person’s heirs upon death. In 2023, the Federal estate tax exemption amount was $12.92 million per person, and the Federal estate tax rate was 40 percent. By law, the estate of a person who owns assets above the exemption amount at death must file a Federal estate tax return. However, only returns that have an estate above the exemption after deductions for expenses, debts, and bequests will pay Federal estate tax. Researchers from USDA, Economic Research Service (ERS) estimate that 39,988 estates would have been created from principal operator deaths in 2023. ERS forecasts that 330 (about 0.8 percent) of those estates would have been required to file an estate tax return, and 89 (about 0.2 percent) would likely have owed Federal estate tax. Total Federal estate tax liabilities from the 89 farm estates owing taxes are forecast to be $473 million in 2023. The exemption amount increased to $13.61 million per person in 2024, because of an annual inflation adjustment. This chart appears in the ERS topic page Federal Estate Taxes, published in April 2024.
Wednesday, May 29, 2024
As of 2020, large-scale, commercial wind energy development in the contiguous United States has been concentrated in areas with consistent, high wind speeds. Wind turbines are most prominent in the Plains, followed by the Midwest and West. While the regional distribution of wind energy development is influenced by State-level energy policy, one of the most important factors for development is the wind potential in a region. Some regions, such as the South, lack sufficient wind potential for large-scale development. USDA, Economic Research Service (ERS) researchers found that 90 percent of wind turbines in rural areas were installed on agricultural land (crop, pasture, or range land). Because the amount of land cover directly affected by wind turbines was small relative to the amount of farmland, and because farmers and ranchers can typically continue agricultural production near wind turbines after they are installed, land cover changed on only 4.8 percent of sites after installation. Some of this change was from one agricultural use to another, such as from cropland to pasture. The estimated footprint for wind farms was roughly 88,000 acres in 2020. For more about the expansion of wind and solar in rural areas of the contiguous United States, the regional distribution of renewable energy development, and the land cover change associated with development, see the ERS report Utility-Scale Solar and Wind Development in Rural Areas: Land Cover Change (2009–20), released in May 2024.
Thursday, May 23, 2024
Solar energy development has been concentrated in the Atlantic and West regions of the United States, especially in California, North Carolina, and Massachusetts. These States are among those with policies that have promoted renewable energy development—much of it occurring in rural areas. Between 2016 and 2020, utility-scale solar capacity in rural areas more than doubled, increasing to 45 gigawatts, 3.7 percent of U.S. electric power capacity, and the number of solar projects increased from 2,316 to 3,364. Roughly 70 percent of the solar projects installed between 2009 and 2020 in rural areas were located on agricultural land. About 336,000 acres of rural land were estimated to have been directly affected by solar development. For more about the expansion of solar and wind in rural areas of the contiguous United States, the regional distribution of renewable energy development, and the land cover change associated with development, see the USDA, Economic Research Service report Utility-Scale Solar and Wind Development in Rural Areas: Land Cover Change (2009–20), released in May 2024.
Wednesday, May 8, 2024
Energy markets experienced significant shifts beginning in the early 2000s, with price increases and technological improvements leading to a dramatic increase in oil and natural gas production, as well as wind energy development. Research by USDA, Economic Research Service shows that the Plains region had the largest share of farm producers receiving energy payments from energy developers for on-farm energy production, 7.40 percent, and the largest average annual payment, $39,087, between 2011–20. This region includes States with significant oil, natural gas, and wind energy production, such as Texas and Oklahoma, as well as a high proportion of farmers who own the oil and gas development rights to their land. The West and Atlantic regions have a far lower share of producers who received payments on average, 2.18 and 2.82 percent, respectively. Significant oil and gas production in the Atlantic is limited to Pennsylvania and West Virginia, and many producers in the West do not own their land’s oil and gas mineral rights, which can be legally separated from land rights. However, for those receiving payments, the average annual payments in the West and Atlantic regions were $31,821 and $29,015, respectively. These payments were near the national average of $30,482. The lowest proportion of farmers receiving energy payments was in the South, at 1.45 percent. Most Southern States have low potential for large-scale wind energy development and little onshore oil and natural gas development. In the Midwest, where there is little oil and gas production and more wind power, payments were less common, 2.34 percent, and producers received the lowest average payment, $10,953. Read more about the size, frequency, trends, and relative contribution of energy payments to farm operator income in the ERS report The Role of Commercial Energy Payments in Agricultural Producer Income, released in April 2024.
Monday, May 6, 2024
The amount of money farmers receive for leasing their land for the production of energy, such as oil, natural gas, or wind, varies significantly from year to year and has typically followed the price of oil. According to data analyzed by USDA, Economic Research Service (ERS) researchers, payments grew from an average of $38,788 in 2011 to $62,944 in 2013, when the price of oil averaged about $110 per barrel (adjusted for inflation), but then fell as low as $14,032 in 2020, when oil was near $40 per barrel. Not all farmers receive energy payments since many farm operators do not own their land, and even for those who do, subsurface mineral rights might have been separated from surface rights so that the farmer would not receive payments from on-farm energy production. For farmers who have historically benefited from energy, development of oil and natural gas have been a more common source of income than wind power, which is a younger industry. In the United States, about 3.5 percent of farm operations received energy payments between 2011 and 2020. Read more about the size, frequency, trends, and relative contribution of energy payments to farm operator income in the ERS report The Role of Commercial Energy Payments in Agricultural Producer Income, released in April 2024.
Wednesday, April 24, 2024
About 13 percent of U.S. farms participated in Federal crop insurance programs in 2022, with the highest share of participants coming from small family farms. The four types of small family farms (retirement, off-farm occupation, low sales, and moderate sales) accounted for 54 percent of the participants in Federal crop insurance programs and received 12 percent of the insurance payments. Small family farms harvested 26 percent of all cropland acres. On the other hand, midsize and large-scale family farm operators accounted for a slightly lower proportion of Federal crop insurance participants (42 percent) but harvested a majority of the U.S. cropland acres (67 percent) and received 80 percent of payments from Federal crop insurance. Larger farms like these account for 46 percent of agricultural acres operated in 2022. Researchers with USDA, Economic Research Service examined survey data and found that participation rates varied widely across commodity production. In 2022, 62 percent of farms producing row crops (cotton, corn, soybeans, wheat, peanuts, rice, and sorghum) purchased Federal crop insurance, while 9 percent of farms growing specialty crops, such as fruits, vegetables, and nursery crops, did the same. This chart appears in America’s Farms and Ranches at a Glance, published December 2023.
Tuesday, March 26, 2024
Most farms operated only by women are retirement, off-farm occupation, or low-sales farms, according to findings by researchers with USDA, Economic Research Service (ERS). After examining 2017–20 data from the Agricultural Resource Management Survey (ARMS), researchers found that a greater share of farms operated only by women were retirement farms compared with the shares operated only by men or by men and women jointly, 24 versus 11 and 9 percent, respectively. Retirement farms generate annual gross cash farm income (GCFI) of less than $350,000 with principal operators who report they are retired from farming. Three percent of men-only operations were large family farms (with GCFI of $1 million to $4,999,999), compared to 2 and 0.2 percent of farms operated jointly by men and women, or only women respectively. The ARMS data also show that 7 percent of all farms were operated entirely by women from 2017 to 2020, and 44 percent of all farms were operated jointly by men and women, so 51 percent of all farms had at least one woman operator. For more information, see the ERS report An Overview of Farms Operated by Socially Disadvantaged, Women, and Limited Resource Farmers and Ranchers in the United States, published February 2024.
Tuesday, March 5, 2024
The 2017 Tax Cuts and Jobs Act (TCJA) made significant changes to Federal individual income and estate tax policies, though some policies were temporary. In 2018, the TCJA increased the estate tax exemption amount from $5.49 million to $11.18 million. This increase is set to expire at the end of 2025. The exclusion amount will revert in 2026 to the pre-TCJA level, adjusted for inflation, of $6.98 million per deceased person. For married couples, a portability provision in estate tax law allows the surviving spouse to use any unused portion of the deceased spouse’s exemption. Researchers with the USDA, Economic Research Service (ERS) estimated the expiring increased exemption would be $13.95 million per person at the time of the expiration. Lowering the level of the estate tax exemption in 2026 is estimated to increase the percent of farm operator estates taxed from 0.3 to 1.0. This means that of the estimated 40,883 estates that are expected to be created in 2026, the expiration of the increased exemption would raise the number of estates that owe tax from 120 to 424. Large farms (gross cash farm income between $1 million and $5 million) would experience the largest increase in the share of estates owing estate tax, increasing from 2.8 to 7.3 percent. Total Federal estate taxes for farm estates would be expected to more than double to $1.2 billion if the provision were allowed to expire. The information in this chart appears in the ERS publication An Analysis of the Effect of Sunsetting Tax Provisions for Family Farm Households published in February 2024.
Tuesday, January 23, 2024
Small family farms were more likely to have greater financial vulnerability than other farms, according to data from the 2022 Agricultural Resource Management Survey (ARMS). Researchers with USDA, Economic Research Service (ERS) calculated the operating profit margin (OPM), one of many financial risk measures, by taking the ratio of profit to gross farm income to find that in 2022, between 52 and 79 percent of small family farms—depending on the farm type (retirement, off-farm occupation, low sales, moderate sales)—were at the high-risk level. If OPM is less than 10 percent, the operation is considered at high financial risk. When OPM is between 10 and 25 percent, the operation is considered at medium financial risk, and if OPM is above 25 percent, the operation is at low financial risk. A majority of small-scale family farms, which have a gross cash farm income (GCFI) of up to $350,000, earn most of their income from off-farm sources. For these farms, farm profitability is not necessarily essential to the survival of the household. Small family farms make up 88 percent of all farms but account for only 19 percent of the total value of production. Large family farms (GCFI of $1 million to $5 million) in 2022 were most likely to have low financial risk at 51 percent and least likely to be at high financial risk at 27 percent. Midsize farms (GCFI of $350,000 to $999,999) were also most likely to be in the low-risk zone at 39 percent and least likely to be in the medium-risk zone at 23 percent. This chart appears in the ERS report America’s Farms and Ranches at a Glance, published December 2023.