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.
Monday, November 4, 2024
In marketing year 2024/25, USDA’s National Agricultural Statistics Service reported that U.S. farmers planted record-low sunflower acreage, nearly half of what was planted in the previous year. The largest decline in acreage occurred for the type of sunflower that is grown mainly to produce oil and is also used in bird food. On average, oil-type sunflower acreage accounts for nearly 90 percent of total sunflower acreage, whereas in 2024/25 it is forecast to account for 83 percent. Most of the decline in acreage occurred in the top two producing States, North Dakota and South Dakota. This decline is attributed to lower profitability compared with other oilseed crops, such as canola and soybeans. Sunflower stocks at the end of 2023/24 were the highest since 2016/17, contributing to the lowest average farm price since 2019/20. In addition, expansion in canola and soybean processing facilities in North Dakota created new domestic demand for those oilseeds, supporting expansion in acreage of canola and soybeans at the loss of sunflower acres. While the planted acreage is at a record low, yields in 2024/25 are forecast at a record high because of peak growing conditions in the Dakotas. Still, total sunflower production in 2024/25 is forecast at 1.3 billion pounds, the lowest since 1976/77. This chart is drawn from USDA, Economic Research Service’s Oil Crops Outlook, October 2024.
Wednesday, August 21, 2024
U.S. imports of animal fats (edible tallow, inedible tallow, lard, and poultry fats), greases, and processed oils—including used cooking oil—skyrocketed to nearly 5.0 billion pounds in 2023 from 2.2 billion pounds in 2022. This surge in imports has been driven by rising domestic production of biomass-based diesel (fuels derived from animal fats and vegetable oils) to meet U.S. Federal and State policies aimed at reducing greenhouse gas emissions. These policies sparked new demand for animal fats, processed oils, and grease and have boosted imports, especially processed oil imports commonly known as used cooking oil (UCO). Processed oil imports doubled to 3 billion pounds from 2022 to 2023 as China emerged as the top supplier. U.S. tallow imports also have increased, largely on expanded sourcing from Australia, Canada, Brazil, and Argentina. With stronger tallow and processed oil imports, the share of animal fats, waste oils, and greases as a portion of total oil and fat-related used in biomass-based diesel production has increased to 36 percent from 31 percent in 2021, while vegetable oil’s share has declined. As biofuel use continues growing, this structural shift in biomass-based diesel production and import markets is expected to affect the domestic use and trade flows of animal fats and vegetable oils. This chart is drawn from a Special Article in USDA, Economic Research Service’s Oil Crops Outlook: July 2024. See also this Chart of Note on biomass-based diesel production, published August 8, 2024.
Thursday, August 8, 2024
U.S. Federal and State policies aimed at reducing greenhouse gas emissions have encouraged the production of biofuels, which are derived from crops, vegetable oils, and animal fats. One type of biofuel is biomass-based diesel, which includes mainly biodiesel and renewable diesel. With expansion of the Renewable Volume Obligations under the U.S. Environmental Protection Agency’s Renewable Fuels Standard program as well as State programs, the capacity to make renewable diesel has grown significantly, driving an increase in total biomass-based diesel production from 1.8 billion gallons in 2016 to 4.6 billion gallons in 2023. The use of animal fats (edible and inedible tallow, lard, and poultry fats) and greases, including used cooking oil (known as “UCO”), in producing biomass-based diesel increased to nearly 12 billion pounds in 2023. Use of animal fats, waste oils, and greases accounted for 37 percent of total feedstocks used for biomass-based diesel production in 2023, compared with 17 percent in 2020. The increasing share of animal fats, waste oils, and greases corresponds with a declining share of vegetable oils (soybean, canola, and corn) in biomass-based diesel production. The rising use of animal fats, waste oils, and grease (including used cooking oil) has boosted U.S. import demand for those products, especially used cooking oil. Used cooking oil imports reached more than 3 billion pounds in 2023, compared with 0.9 billion pounds in 2022. This chart is drawn from a Special Article in USDA, Economic Research Service’s Oil Crops Outlook: July 2024.
Tuesday, June 11, 2024
Changes in technology and higher seed costs have shifted the way farmers plant soybeans in the United States. Between 1997 and 2018, soybean seeding rates—the number of seeds planted per acre—declined by 22 percent on U.S. farms. In 1997, farmers planted an average of more than 200,000 soybean seeds per acre. The seeding rate fell to about 192,000 in 2002, then to 175,000 in 2006, 165,000 in 2012, and finally to 157,000 in 2018. The decline in seeding rates was accompanied by an increase in row widths, or the distance between planting rows. From 1997 to 2002, the average U.S. soybean row width declined from 17 inches to 16 inches. Average row widths subsequently increased to 18 inches in 2006 and to 20 inches in 2012. The average row width remained at about 20 inches in 2018. In addition to fewer rows being planted per acre in recent years, other factors are linked with the decline in soybean seeding rates, such as planting method. The two most commonly used planting methods for soybeans are drilling and planting in rows using conventional planters. Drills tend to plant seeds closer together and in narrower rows than conventional planters and are thus associated with higher seeding rates. Over time, a higher share of U.S. soybean acres has been planted using conventional planters than drilling. In addition, seed technologies have changed over time; for instance, the planting of genetically engineered (GE) seed became more common during this period. Finally, the cost of seed on a per acre basis has increased, creating incentives for farmers to plant fewer seeds. Researchers in a 2023 USDA, Economic Research Service (ERS) study found that as soybean production practices changed, yields also rose. From 2002 to 2018, U.S. soybean yields increased by 30 percent. This chart first appeared in the ERS Oil Crops Outlook: May 2024.
Tuesday, May 28, 2024
The U.S. Renewable Fuel Standard, a program that originated in the mid-2000s, mandates that a specific volume of certain biofuels be used each year in transportation fuel. One category of biofuels included in this mandate is biomass-based diesel. For many years, this portion of the biofuels mandate was filled by biodiesel, which is produced using fats such as soybean oil, corn oil, yellow grease, or tallow and must be blended with traditional diesel. Production of biodiesel grew steadily beginning in the early 2000s to a peak of 1.8 billion gallons during the 2018/19 marketing year for soybean oil (October–September) but has declined slightly to 1.7 billion gallons in 2022/23. Renewable diesel has displaced biodiesel’s share of the market. Renewable diesel can be produced from similar fats as biodiesel, but unlike biodiesel, renewable diesel is a “drop in” biofuel, meaning it does not need to be blended with traditional diesel. Production of renewable diesel has grown from 40 million gallons in the 2010/11 marketing year to 2.3 billion gallons in 2022/23, surpassing biodiesel production for the first time. Combined, biodiesel and renewable diesel pushed total biomass-based diesel production to an all-time high in 2022/23. As this portion of the biofuels sector has mostly expanded since 2001/02, an increasing share of soybean oil produced in the United States is now used for biofuel, growing from less than 1 percent in 2001/02 to 46 percent in 2022/23. This chart was drawn from the USDA, Economic Research Service data product, U.S. Bioenergy Statistics.
Wednesday, May 15, 2024
The United States and Brazil compete to satisfy the global demand for soybeans. Soybean exports contribute billions of dollars to the U.S. economy each year even as Brazil's exports have gradually eroded the U.S. share of the global soybean market. Researchers with USDA, Economic Research Service (ERS) compared factors affecting the two countries’ competitiveness, including costs of both production and marketing. They determined that, on average, production costs per acre for soybeans in Brazil were 22.5 percent lower than U.S. costs from 2010/11–2021/22. Lower capital and land costs accounted for most of this difference. Brazil’s farmers largely hire out services to provide equipment and labor for field operations, whereas U.S. farmers tend to own their machinery. Land costs were also higher in the United States, where one crop is typically harvested per marketing year. Brazil’s abundant land resources and its capacity to grow two crops per year increase both the output and revenue generated per unit of land. On aggregate, U.S. costs to produce an acre of soybeans increased 2.6 percent annually from 2010/11–2021/22, while Brazil’s costs increased 0.5 percent, not adjusting for inflation. Factors driving the increase in U.S. costs per acre were higher fertilizer, pesticide, machinery, repair, and land costs. In Brazil, rising fertilizer and pesticide costs represented the bulk of the increase. In both countries, transportation of soybeans to ports adds to the cost of soybeans paid by overseas buyers. However, Brazil’s investments in overland transportation infrastructure have reduced the relative marketing cost for exporting soybeans. Average inland transport costs per metric ton in 2017/18–2021/22 in Brazil decreased by 21.4 percent compared with 2008/09–2012/13. More information can be found in the ERS report Soybean Production, Marketing Costs, and Export Competitiveness in Brazil and the United States, December 2023.
Tuesday, January 30, 2024
U.S. policies aimed at reducing greenhouse gas emissions have encouraged the production of biofuels—fuels derived from crops and animal fats. The policy framework has supported expansion in the production of biomass-based diesel. Biomass-based diesel includes biodiesel and renewable diesel, which now captures the second-largest share of biofuel production, after ethanol. With vegetable oils as the main feedstock in biomass-based diesel production, demand for major vegetable oils (soybean, corn, and canola) for the 2022/23 marketing year (October-September) reached a high of 19.1 billion pounds, up nearly 4.5 billion pounds from 2021/22. Use of soybean oil accounts for more than 40 percent of total feedstocks used for biomass-based diesel production. It increased from 5 billion pounds in 2014/15 to 12.5 billion pounds in 2022/23. Corn and canola oils also are increasingly used in biofuel production, though in lesser amounts. To date, U.S. production of soybean, corn, and canola oils has not been sufficient to cover the rise in domestic use. Rising domestic demand is supported by increasing imports, which now supply more than 29 percent of domestic vegetable oil consumption. This chart is drawn from USDA, Economic Research Service’s Oil Crops Outlook, December 2023.
Tuesday, December 5, 2023
According to weather data from National Aeronautics and Space Administration (NASA), temperatures in the Corn Belt, a region spanning across Illinois, Indiana, Iowa, Michigan, Minnesota, Missouri, Ohio, and Wisconsin, have trended higher in recent years and are projected to continue to rise through the end of this century. Two measures can be used to capture how rising temperatures affect crops’ growth—growing degree days and extreme degree days. Growing degree days describe the beneficial temperatures in a day that allow a plant to grow and mature. With rising temperatures, the growing degree days for corn and soybeans increase. A crop’s exposure to added growing degree days is not necessarily harmful; after all, crops need heat and precipitation to grow. However, extreme degree days, which refer to temperatures throughout the day in excess of 30 °C (86 °F), cause heat stress that is harmful for a plant. Each decade since 1992, both growing degree days and extreme degree days have steadily increased with rising temperatures in the Corn Belt, where about 80 percent of all U.S. corn and soybeans are grown. In the decade leading to 2032, both measures are projected to continue to increase. This chart first appeared in the USDA, Economic Research Service report, Estimating Market Implications From Corn and Soybean Yields Under Climate Change in the United States, published in October 2023.
Thursday, June 15, 2023
Between 2002 and 2022, soybeans were the second-most planted crop in the United States, behind corn. The exception was in 2018 when acreage planted to soybeans surpassed corn. While the total acres planted to soybeans generally have been less than to corn, the rate of growth in soybean sowings has exceeded corn since the early 2000s. Soybean planted acreage grew by 18 percent, from 74 million in 2002 to 87 million in 2022, while corn planted acreage increased by 12 percent in the same period. In contrast to this growth, wheat planted acres declined 22 percent over the same 20-year period—with some wheat acres shifting into soybeans. While net gains in soybean acres planted have been sizable, growth over the past two decades has not been steady. From 2002 to 2006, gains were modest, followed by a sharp decline in 2007 when biofuel policy increased the demand and price for corn. Increased profitability for corn shifted many acres out of soybeans and into corn production. After 2007, and for the next several years, generally improving profit margins reinvigorated soybean plantings, which continued their upward trajectory, peaking in 2017 at 90 million acres. Acreage fell slightly in 2018 and more sharply in 2019 to 76 million acres—the lowest since 2011—after China’s trade restrictions reduced global demand for U.S. soybeans, which caused soybean prices to fall. Heavy spring rains in 2019 contributed further to the reduction in soybean plantings, but planted acreage partially recovered in the following years. This chart is drawn from the USDA, Economic Research Service report, Characteristics and Trends of U.S. Soybean Production Practices, Costs, and Returns Since 2002, published in June 2023.
Wednesday, March 29, 2023
In the United States, peanuts are grown mainly in the South, where the climate is warmer and growing seasons are longer than in northern zones. Most U.S. peanut production comes from six States: Georgia, Florida, Alabama, North Carolina, South Carolina, and Texas. According to USDA’s National Agricultural Statistics Service (NASS), the U.S. peanut crop in 2022 was estimated at 5.57 billion pounds. Accounting for more than 50 percent of all U.S. peanut production, Georgia produced the most peanuts of any State, with a 2022 peanut crop estimated at 2.9 billion pounds. With production of 559 million pounds in 2022, Alabama’s peanut harvest was a distant second to Georgia, followed closely by Florida with 554 million pounds. The 2022 U.S. peanut crop was nearly 13 percent smaller than in 2021 because of lower acreage and yields. Smaller crops were estimated in all States except North Carolina, where production was pegged at 510 million pounds, a 3-percent increase from 2021. Production for Georgia was affected by a 9-percent year-to-year reduction in planted area that combined with reduced peanut yields because of an outbreak of the tomato spotted wilt virus. Moreover, NASS’s Weekly Crop Report indicated peanut growers in Texas and Oklahoma experienced above-average temperatures and below-average rainfall in the critical development months of June, July, and August that negatively impacted yield and harvested area. This chart is drawn from USDA, Economic Research Service’s Oil Crops Outlook, January 2023.
Thursday, October 27, 2022
Genetically engineered (GE) seeds were commercially introduced in the U.S. for major field crops in 1996, with adoption rates increasing rapidly in the years that followed. By 2008, more than 50 percent of corn, cotton, and soybean acres were planted with genetically engineered seeds. The total planted acreage with GE seeds has only increased since then, and now more than 90 percent of U.S. corn, upland cotton, and soybeans are produced using GE varieties. GE crops are broadly classified as herbicide-tolerant (HT) only, insect-resistant (Bt) only, or stacked varieties that combine both HT and Bt traits in a single seed. In the chart, both HT and Bt lines include stacked varieties which are a combination of both type of traits. Although other GE traits have been developed, such as virus and fungus resistance, drought resistance, and enhanced protein, oil, or vitamin content, HT and Bt traits are the most commonly used in U.S. crop production. While HT seeds are also widely used in alfalfa, canola, and sugar beet production, most GE acres are planted to three major field crops: corn, cotton, and soybeans. This chart appears in the ERS Topic Page Recent Trends in GE Adoption, published in 2022.
Thursday, June 2, 2022
Sunflower oil is one of the top four vegetable oils produced and consumed around the world. Commonly found in salad dressings, sunflower oil is widely used by consumers, likely for its light taste and healthy dosage of vitamin E. In the 2020/21 marketing year, sunflower oil accounted for 9 percent of major vegetable oils produced globally. Ukraine is the major global producer and exporter of sunflower oil, producing a total of 5.9 million tons in 2020/21, or 31 percent of all sunflower oil output, and 3 percent of major vegetable oils produced globally. Furthermore, Ukraine exported roughly 90 percent of its sunflower oil production in 2020/21 to trade partners such as the European Union, India, China, Egypt, and Turkey. These destinations together accounted for 65 percent of global sunflower oil exports. Market uncertainty about sunflower oil supplies from Ukraine has created additional demand for other vegetable oils, such as palm, soybean, and canola. Supplies of these alternatives are expected to be tight in the 2021/22 marketing year, contributing to elevated vegetable oil prices. This chart is drawn from USDA, Economic Research Service’s Oil Crops Outlook, April 2022.
Wednesday, April 27, 2022
In the United States, soybean oil is frequently used for frying and making pastry crust flaky, among numerous other commercial food preparations. Soybean oil—produced by crushing soybeans and extracting the oil—is also used in the production of industrial products like fatty acid, animal feeds, biodiesel and increasingly, renewable diesel. As the most widely used vegetable oil, soybean oil use has typically accounted for over 50 percent of total domestic disappearance of all vegetable oil used in the United States. In early 2021, demand for biofuels increased—driven in part by Federal and State biofuels policy. Given the versatility of soybean oil and the limited supplies of substitute oils such as canola, sunflower, and palm oil, steady growth in food and industrial demand for soybean oil has caused domestic prices to rise. In March 2022, USDA’s Agricultural Marketing Service reported that average monthly soybean oil prices in Decatur, IL—a leading indicator market for soybean oil—had reached 76 cents per pound, more than 40 percent higher than a year earlier. Rising monthly prices have contributed to increases in the 2021/22 U.S. season-average soybean oil price, currently projected at $0.70 per pound, an increase of 23 percent, or 13 cents, from the prior marketing year. Higher prices have in turn supported increased soybean crush (processing) volumes. Consequently, domestic soybean oil supply is expected to grow to 28.8 billion pounds in 2021/22, up 6 percent from the year prior. This chart is drawn from USDA’s Economic Research Service’s Oil Crops Outlook, March 2022.
Monday, January 24, 2022
In 2018, six U.S. trading partners—Canada, China, the European Union, India, Mexico, and Turkey—announced retaliatory tariffs affecting agricultural and food products. The agricultural products targeted for retaliation were valued at $30.4 billion in 2017, with individual product lines experiencing tariff increases ranging from 2 to 140 percent. USDA’s Economic Research Service (ERS) estimated trade losses from retaliatory tariffs by State and commodity using data in the ERS State Exports, Cash Receipts Estimates. Estimated annualized losses from mid-2018 through the end of 2019 totaled $13.2 billion across 17 commodity groups, led by soybeans, sorghum, and pork. While retaliatory tariffs affected all States, those in the Midwest experienced the largest losses. ERS researchers estimated Iowa lost $1.46 billion; Illinois, $1.41 billion; and Kansas, $955 million, all on an annualized basis. Iowa and Illinois, which together produce 25 to 30 percent of U.S. soybeans, both experienced trade losses in excess of $1 billion for soybeans alone. The retaliatory tariffs followed the issuance of U.S. tariffs on imports of steel and aluminum from major trading partners and on a broad range of imports from China. This chart can be found in the ERS report, The Economic Impacts of Retaliatory Tariffs on U.S. Agriculture, published in January 2022.
Friday, August 27, 2021
Soaring demand for organic livestock and processed food products has stimulated production of organic corn and soybeans in the United States. Organic farming of these two commodities constitutes a small though growing portion of total corn and soybean harvested acreage. From 2008 to 2019, harvested acreage of organic corn for grain increased 124 percent while acreage for organic soybeans rose 73 percent. Despite the upward trend, the organic share of total domestic corn and soybean acreage accounted for less than 1 percent of total harvested acres for each crop in 2019. Organic farming typically costs more than conventional agriculture because of the production practices required for USDA to certify products as organic. Costs for organic corn are estimated to be $83–$98 higher per acre than their conventional counterparts and costs for organic soybeans are estimated at $106–$125 higher. Organic corn and soybeans normally draw a higher price as well; however, in late 2020, the organic premiums for these two commodities declined. Organic soybean price premiums appear to have recuperated since the beginning of 2021, while the corn premium has yet to do so. This chart is drawn from USDA, Economic Research Service’s Feed Grains Outlook, August 2021.
Monday, July 26, 2021
Errata: On July 28, 2021, the text was revised to correct an error that occurred in data transmission. The chart was not affected by the error.
The total cost of producing one acre of soybeans in the United States increased by 14 percent between 2012 and 2020. At the same time, grower revenue—the returns a grower receives from producing an acre of soybeans—decreased by 14 percent. Returns, which equal the price of soybeans multiplied by the yield, fell from $597 an acre in 2012 to $431 in 2015. In 2016, returns rose to $492 before falling to $429 in 2019. In 2020, returns rebounded to $515 an acre, the highest level since 2014. Grower returns are closely associated with soybean prices, which fluctuated between 2012 and 2020. Prices peaked at $14.21 per bushel in 2012 before dropping to $8.61 per bushel in 2018 and 2019, even as yields per acre trended higher. Total costs—which include operating costs such as seed, fertilizer, and chemicals, as well as allocated overhead costs such as labor and capital recovery of machinery and equipment—grew from $438 to $500 between 2012 to 2020. Largely because of an increase in soybean prices, soybean returns in 2020 exceeded costs for the first time in three years. Costs for most aspects of soybean production increased from 2012 to 2020. The biggest cost increases were for capital recovery of machinery and equipment, as well as for the opportunity cost of land—a category that reflects income that might have been earned from renting out the land. This chart is drawn from USDA, Economic Research Service's (ERS) Oil Crops Outlook, June 2021, and is based on data collected from the ERS Commodity Costs and Returns data product.
Monday, March 22, 2021
In 2016, corn and soybean producers accounted for about 93 percent of future and options contracts used by U.S. farmers and 60 percent of all production covered by marketing contracts. With a futures contract, a farmer can assure a certain price for a crop that has not yet been harvested. An options contract allows a farmer to protect against decreases in the futures price, while retaining the opportunity to take advantage of increases in the futures price. While futures and options contracts are usually settled without delivery, marketing contracts arrange for delivery of a commodity by a farmer during a specified future time window for an agreed price. Farmers who use these risk management options frequently use more than one contract type. On average, farms that used futures contracts covered 41 percent of their corn production and 47 percent of their soybean production in 2016. Shares were relatively similar for marketing contracts, which covered about 42 percent of corn and 53 percent of soybean production. By comparison, corn and soybean farmers covered a little more than 30 percent of their production with options contracts for both commodities. This chart appears in the Economic Research Service report, Farm Use of Futures, Options, and Marketing Contracts, published October 2020.
Wednesday, March 17, 2021
Expanded U.S. soybean exports—led in part by increased Chinese buying under the United States-China Phase One trade deal in combination with greater demand by domestic processors—are tightening the availability of U.S. soybeans this marketing year (September 2020-August 2021). With demand far surpassing increases in supply, USDA forecasts the inventory of soybeans by the end of the current marketing year to plunge to 120 million bushels. If realized, that would be lower than at any point since the historically low stock level of 92 million bushels in 2013–14. The forecast soybean stocks-to-use ratio, which is a measure of the market’s relative balance between ending supplies and total demand, is 2.6 percent—a notable decrease from the 13.3 percent of last year. Commodity prices and stocks have an inverse relationship: lower levels of stocks contribute to higher prices and higher levels of stocks contribute to lower prices. Rapidly declining soybean stocks continue to create the possibility of even higher prices, with February soybean prices already up to $13.82 a bushel, higher than any marketing year since 2012–13. The March Grain Stocks report from the National Agricultural Statistics Service will provide greater information on how fast the situation is changing. This chart is drawn from the USDA, Economic Research Service’s March 2021 Oil Crops Outlook report.
Wednesday, February 10, 2021
Futures prices—the price of a contract to deliver a commodity at a certain time in the future—for wheat, corn, and soybeans have been trending upward since August 2020. This 6-month trend of rising prices accelerated in the first weeks of 2021, demonstrating stronger price gains in anticipation of USDA’s revised production forecasts for major U.S. grains in the World Agricultural Supply and Demand Estimates (WASDE) for January 2021. Hard red winter wheat futures prices for the nearby month (e.g., prices associated with an active futures contract with the shortest time to maturity/delivery) rose 72 cents per bushel (13 percent) during the 30-day period just ahead of the January 12, 2021 release of the WASDE. During the same 30-day period, corn and soybean contracts for nearby month delivery rose 98 cents and $2.69 per bushel, respectively (approximately 23 percent each), and the season average farm price of soybeans reached their highest level since the marketing year of 2013-14. The realization of tightening supplies coupled with robust demand from export markets, most notably China, have stimulated steady price increases for the big three U.S. row crops—wheat, corn, and soybeans. Additionally, dry conditions in key areas of corn and soybean production in South America have reduced regional production prospects and the outlook for global supplies, providing further support to associated U.S. commodity prices. This chart is drawn from the USDA, Economic Research Service’s January 2021 Wheat Outlook, Oil Crops Outlook, and Feed Grains Outlook reports.
Wednesday, January 6, 2021
To produce soybeans on one acre of U.S. farmland in 2019, a producer would have spent $162 on average on expenses such as seed, fertilizer and fuel. These expenses, known as operating costs, can vary noticeably by region. Operating costs for soybeans are estimated to be highest in the Mississippi Portal region ($226 per acre) and lowest in the Northern Great Plains region ($141 per acre). The high operating costs in the Mississippi Portal region are driven in part by costs associated with irrigation—high repair costs and high fuel, lube, and electricity costs. The Mississippi Portal region irrigates a larger percentage (50 percent) of its soybean acres than any other region; second highest is the Prairie Gateway region (21 percent irrigated), which has the second highest costs for those two categories of expenses. The Mississippi Portal region also has the highest chemical ($40 per acre) and seed costs ($61 per acre) of any region. Operating costs are lowest in the Northern Great Plains region mostly because it has particularly low expenses for chemicals ($16) and fertilizer ($14). This chart is derived from data collected from the USDA, Economic Research Service (ERS) Commodity Costs and Returns data product. The data also can be viewed via ERS’s interactive data visualization product, U.S. Commodity Costs and Returns by Region and by Commodity.