{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T09:29:29Z","timestamp":1770974969857,"version":"3.50.1"},"reference-count":36,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T00:00:00Z","timestamp":1752624000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"},{"start":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T00:00:00Z","timestamp":1752624000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"funder":[{"DOI":"10.13039\/100000139","name":"U.S. Environmental Protection Agency","doi-asserted-by":"publisher","award":["68HERD20A0004"],"award-info":[{"award-number":["68HERD20A0004"]}],"id":[{"id":"10.13039\/100000139","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100008745","name":"Alabama Agricultural Experiment Station","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100008745","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Applied Eco Perspectives Pol"],"published-print":{"date-parts":[[2026,3]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>We quantify the impact of soybean oil\u2010based biodiesel production on US cropland, using a method that accounts for the intermediate effect of soybean crushing facilities. Based on U.S. Environmental Protection Agency data for biodiesel production and proprietary data for soybean crushing facilities over 2011\u20132020, we find that the elasticities of soybean acreage and total cropland acreage with respect to soybean oil\u2010based biodiesel production are 0.011 and 0.002, respectively. The direct land\u2010use effect of soybean oil\u2010based biodiesel is about 0.96 million acres of cropland expansion per billion gallons, about twice as high as some estimates for corn ethanol from previous studies.<\/jats:p>","DOI":"10.1002\/aepp.70005","type":"journal-article","created":{"date-parts":[[2025,7,17]],"date-time":"2025-07-17T04:28:29Z","timestamp":1752726509000},"page":"20-47","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Quantifying the land\u2010use change due to soybean\u2010based biodiesel in the United States"],"prefix":"10.1002","volume":"48","author":[{"given":"Ruiqing","family":"Miao","sequence":"first","affiliation":[{"name":"Department of Agricultural Economics and Rural Sociology Auburn University  Auburn Alabama USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yijia","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Agricultural and Consumer Economics University of Illinois, Urbana\u2010Champaign  Urbana Illinois USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Madhu","family":"Khanna","sequence":"additional","affiliation":[{"name":"Department of Agricultural and Consumer Economics University of Illinois, Urbana\u2010Champaign  Urbana Illinois USA"},{"name":"Institute for Sustainability, Energy and Environment University of Illinois, Urbana\u2010Champaign  Urbana Illinois USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christopher","family":"Clark","sequence":"additional","affiliation":[{"name":"Office of Senator Klobuchar  Washington, DC USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dallas","family":"Burkholder","sequence":"additional","affiliation":[{"name":"US Environmental Protection Agency, Office of Transportation and Air Quality  Washington DC USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luoye","family":"Chen","sequence":"additional","affiliation":[{"name":"Carbon Neutrality and Climate Change Thrust, Society Hub The Hong Kong University of Science and Technology (Guangzhou)  Guangdong China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2025,7,16]]},"reference":[{"key":"e_1_2_10_2_1","doi-asserted-by":"publisher","DOI":"10.2307\/2297968"},{"key":"e_1_2_10_3_1","unstructured":"Arora G. P. T.Wolter H.Feng andD. A.Hennessy.2016.\u201cRole of Ethanol Plants in Dakotas Land Use Change: Incorporating Flexible Trends in the Difference\u2010in\u2010Difference Framework with Remotely\u2010Sensed Data.\u201dCARD Working Papers No. 583.http:\/\/lib.dr.iastate.edu\/card_workingpapers\/583."},{"key":"e_1_2_10_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2022.112181"},{"key":"e_1_2_10_5_1","doi-asserted-by":"publisher","DOI":"10.2135\/cropsci2006.05.0292"},{"key":"e_1_2_10_6_1","unstructured":"Buckner C. andK.Peterson.2023.\u201cIn 2023 U.S. Renewable Diesel Production Capacity Surpassed Biodiesel Production Capacity.\u201dToday in Energy September 5. U.S. Energy Information Administration (USEIA).https:\/\/www.eia.gov\/todayinenergy\/detail.php?id=60281."},{"key":"e_1_2_10_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.biortech.2017.12.031"},{"key":"e_1_2_10_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2018.04.104"},{"key":"e_1_2_10_9_1","unstructured":"CrushTraders.2023.\u201cDataset for U.S. Soybean Crushing Facilities.\u201dAquired under contract with CrushTraders.https:\/\/crushtrader.com\/."},{"key":"e_1_2_10_10_1","unstructured":"Department of Energy (DOE).2022.Sustainable Aviation Fuel Grand Challenge.https:\/\/www.energy.gov\/eere\/bioenergy\/sustainable-aviation-fuel-grand-challenge."},{"key":"e_1_2_10_11_1","unstructured":"Energy Information Administration (EIA).2022.\u201cBiofuels Explained: Biodiesel Renewable Diesel and Other Biofuels.\u201dEnergy Explained: Your Guide to Understanding Energy. June 29.https:\/\/www.eia.gov\/energyexplained\/biofuels\/biodiesel-rd-other-basics.php."},{"key":"e_1_2_10_12_1","unstructured":"Environmental Protection Agency (EPA).2023.\u201cModel Comparison Exercise Technical Document.\u201dEPA\u2010420\u2010R\u201023\u2010017.https:\/\/nepis.epa.gov\/Exe\/ZyPDF.cgi?Dockey=P1017P9B.pdf."},{"key":"e_1_2_10_13_1","unstructured":"Hay F. J.2019.\u201cSoybeans for Biodiesel Production.\u201dFarm Energy.https:\/\/farm-energy.extension.org\/soybeans-for-biodiesel-production\/#:~:text=Average%20yield%20per%20acre%20for 5.1%20billion%20gallons%20of%20biodiesel."},{"key":"e_1_2_10_14_1","doi-asserted-by":"publisher","DOI":"10.1093\/ajae\/aau024"},{"key":"e_1_2_10_15_1","doi-asserted-by":"publisher","DOI":"10.1525\/bio.2010.60.3.8"},{"key":"e_1_2_10_16_1","volume-title":"Trends in U.S. Agriculture's Consumption and Production of Energy: Renewable Power, Shale Energy, and Cellulosic Biomass","author":"Hitaj C.","year":"2016"},{"key":"e_1_2_10_17_1","doi-asserted-by":"publisher","DOI":"10.1093\/aepp\/ppy007"},{"key":"e_1_2_10_18_1","volume-title":"Farm to Market a Soybean's Journey from Field to Consumer","author":"Informa Economics","year":"2016"},{"key":"e_1_2_10_19_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2101084119"},{"key":"e_1_2_10_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2017.06.007"},{"key":"e_1_2_10_21_1","doi-asserted-by":"publisher","DOI":"10.1093\/ajae\/aay080"},{"key":"e_1_2_10_22_1","doi-asserted-by":"publisher","DOI":"10.1017\/S106828050000438X"},{"key":"e_1_2_10_23_1","doi-asserted-by":"publisher","DOI":"10.1093\/ajae\/aav025"},{"key":"e_1_2_10_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enpol.2024.114250"},{"key":"e_1_2_10_25_1","doi-asserted-by":"publisher","DOI":"10.1093\/ajae\/aav095"},{"key":"e_1_2_10_26_1","unstructured":"National Agricultural Statistics Service (NASS).2025.\u201cCropland Data Layer \u2013 Metadata.\u201dhttps:\/\/www.nass.usda.gov\/Research_and_Science\/Cropland\/metadata\/meta.php."},{"key":"e_1_2_10_27_1","volume-title":"Estimating Fuel Requirements for Field Operations","author":"Parsons S. 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