IDEAS home Printed from https://ideas.repec.org/a/eee/agisys/v114y2013icp95-105.html
   My bibliography  Save this article

A 2010 map estimate of annually tilled cropland within the conterminous United States

Author

Listed:
  • Johnson, David M.

Abstract

A ca. 2010, 30m resolution map depicting annually tilled areas across the conterminous United States was developed. Input sources included fouryears, spanning 2008–2011, of annual national-level coverage Cropland Data Layer (CDL) land cover classifications as produced by the National Agricultural Statistics Service. Derived total land area under tillage from the aggregate CDL product equaled 112.8million hectares (278.7million acres). By comparison, the 2007 Census of Agriculture (CoA) produced an estimate of 122.9million hectares, suggesting the map is under representing tilled area by 10.1million hectares or 8.2%. Regression analysis using state-level summaries showed a strong, albeit biased, correlation (r-squared=0.99) between the CDL derived tilled area and the CoA information. Notable outliers were North Dakota and Montana. Comparisons of the CDL tilled map were also made against the 2006 National Land Cover Dataset (NLCD) land cover product’s Cultivated Crops category. Strong state-level regression agreement (r-squared=0.98) was also found between the NLCD and the CDL acreages, but the NLCD estimated 8.5% more area than the CDL and thus closely matched that of the CoA. However, significant pixel level differences were found between the CDL and the NLCD. Nationally 5.6% of the maps were in disagreement as to whether cultivated or not, a large proportion considering around a seventh of the country’s land area is tilled. States of Arkansas, Montana and Wisconsin had the largest absolute discrepancies between the NLCD and CDL. Accepting the CDL as reference showed a national level NLCD cropland commission error of 23.0% and omission error of 14.5%. Much of what is believed to be problematic in the NLCD could be explained by definitional issues having included alfalfa hay into their cultivated category for many areas. Ultimately, while it is likely that the CDL annually tilled area model is an underestimate of the true total, taken contextually in map form and adjusted for undercount bias it likely is the best available.

Suggested Citation

  • Johnson, David M., 2013. "A 2010 map estimate of annually tilled cropland within the conterminous United States," Agricultural Systems, Elsevier, vol. 114(C), pages 95-105.
  • Handle: RePEc:eee:agisys:v:114:y:2013:i:c:p:95-105
    DOI: 10.1016/j.agsy.2012.08.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0308521X12001266
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.agsy.2012.08.004?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Searchinger, Timothy & Heimlich, Ralph & Houghton, R. A. & Dong, Fengxia & Elobeid, Amani & Fabiosa, Jacinto F. & Tokgoz, Simla & Hayes, Dermot J. & Yu, Hun-Hsiang, 2008. "Use of U.S. Croplands for Biofuels Increases Greenhouse Gases Through Emissions from Land-Use Change," Staff General Research Papers Archive 12881, Iowa State University, Department of Economics.
    2. You, Liangzhi & Wood, Stanley & Wood-Sichra, Ulrike, 2009. "Generating plausible crop distribution maps for Sub-Saharan Africa using a spatially disaggregated data fusion and optimization approach," Agricultural Systems, Elsevier, vol. 99(2-3), pages 126-140, February.
    3. R. Raddatz, 2003. "Agriculture and Tornadoes on the Canadian Prairies: potential impact of increasing atmospheric CO 2 on Summer Severe Weather," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 29(2), pages 113-122, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Larsen, Ashley E. & Hendrickson, Brandon T. & Dedeic, Nicholas & MacDonald, Andrew J., 2015. "Taken as a given: Evaluating the accuracy of remotely sensed crop data in the USA," Agricultural Systems, Elsevier, vol. 141(C), pages 121-125.
    2. Franklin Egan, J. & Hafla, Aimee & Goslee, Sarah, 2015. "Tradeoffs between production and perennial vegetation in dairy farming systems vary among counties in the northeastern U.S," Agricultural Systems, Elsevier, vol. 139(C), pages 17-28.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Suopajärvi, Hannu & Umeki, Kentaro & Mousa, Elsayed & Hedayati, Ali & Romar, Henrik & Kemppainen, Antti & Wang, Chuan & Phounglamcheik, Aekjuthon & Tuomikoski, Sari & Norberg, Nicklas & Andefors, Alf , 2018. "Use of biomass in integrated steelmaking – Status quo, future needs and comparison to other low-CO2 steel production technologies," Applied Energy, Elsevier, vol. 213(C), pages 384-407.
    2. Tonini, Davide & Vadenbo, Carl & Astrup, Thomas Fruergaard, 2017. "Priority of domestic biomass resources for energy: Importance of national environmental targets in a climate perspective," Energy, Elsevier, vol. 124(C), pages 295-309.
    3. Lotze-Campen, Hermann & von Witzke, Harald & Noleppa, Steffen & Schwarz, Gerald, 2015. "Science for food, climate protection and welfare: An economic analysis of plant breeding research in Germany," Agricultural Systems, Elsevier, vol. 136(C), pages 79-84.
    4. Iriarte, Alfredo & Rieradevall, Joan & Gabarrell, Xavier, 2012. "Transition towards a more environmentally sustainable biodiesel in South America: The case of Chile," Applied Energy, Elsevier, vol. 91(1), pages 263-273.
    5. Knut Einar Rosendahl & Jon Strand, 2011. "Carbon Leakage from the Clean Development Mechanism," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 27-50.
    6. Kriegler, Elmar, 2011. "Comment," Energy Economics, Elsevier, vol. 33(4), pages 594-596, July.
    7. Proost, Stef & Van Dender, Kurt, 2012. "Energy and environment challenges in the transport sector," Economics of Transportation, Elsevier, vol. 1(1), pages 77-87.
    8. repec:fpr:ifprib:2012ghienglish is not listed on IDEAS
    9. Canabarro, N.I. & Silva-Ortiz, P. & Nogueira, L.A.H. & Cantarella, H. & Maciel-Filho, R. & Souza, G.M., 2023. "Sustainability assessment of ethanol and biodiesel production in Argentina, Brazil, Colombia, and Guatemala," Renewable and Sustainable Energy Reviews, Elsevier, vol. 171(C).
    10. Baral, Nabin & Rabotyagov, Sergey, 2017. "How much are wood-based cellulosic biofuels worth in the Pacific Northwest? Ex-ante and ex-post analysis of local people's willingness to pay," Forest Policy and Economics, Elsevier, vol. 83(C), pages 99-106.
    11. Baka, Jennifer & Roland-Holst, David, 2009. "Food or fuel? What European farmers can contribute to Europe's transport energy requirements and the Doha Round," Energy Policy, Elsevier, vol. 37(7), pages 2505-2513, July.
    12. Nguyen, Thu Lan T. & Hermansen, John E. & Mogensen, Lisbeth, 2010. "Fossil energy and GHG saving potentials of pig farming in the EU," Energy Policy, Elsevier, vol. 38(5), pages 2561-2571, May.
    13. Sarah Jansen & William Foster & Gustavo Anríquez & Jorge Ortega, 2021. "Understanding Farm-Level Incentives within the Bioeconomy Framework: Prices, Product Quality, Losses, and Bio-Based Alternatives," Sustainability, MDPI, vol. 13(2), pages 1-21, January.
    14. Shortall, O.K., 2013. "“Marginal land” for energy crops: Exploring definitions and embedded assumptions," Energy Policy, Elsevier, vol. 62(C), pages 19-27.
    15. Argueyrolles, Robin & Delzeit, Ruth, 2022. "The interconnections between Fossil Fuel Subsidy Reforms and biofuels," Conference papers 333492, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    16. Aruga, Kentaka, 2011. "非遺伝子組換え大豆とエネルギーの価格関係について [Relationships among the Non-Genetically Modified Soybean and Energy Prices]," MPRA Paper 38186, University Library of Munich, Germany, revised 20 Aug 2011.
    17. Oskar Englund & Ioannis Dimitriou & Virginia H. Dale & Keith L. Kline & Blas Mola‐Yudego & Fionnuala Murphy & Burton English & John McGrath & Gerald Busch & Maria Cristina Negri & Mark Brown & Kevin G, 2020. "Multifunctional perennial production systems for bioenergy: performance and progress," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 9(5), September.
    18. Forslund, Agneta & Gohin, Alexandre & Le Mouël, Chantal & Levert, Fabrice, 2014. "Biodiesel vs. ethanol, UE vs. US biofuels: So different in terms of LUC impact?," Working Papers 207810, Institut National de la recherche Agronomique (INRA), Departement Sciences Sociales, Agriculture et Alimentation, Espace et Environnement (SAE2).
    19. Ribeiro, Lauro André & Silva, Patrícia Pereira da, 2013. "Surveying techno-economic indicators of microalgae biofuel technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 89-96.
    20. Gal Hochman & Chrysostomos Tabakis, 2020. "Biofuels and Their Potential in South Korea," Sustainability, MDPI, vol. 12(17), pages 1-17, September.
    21. Mohlin, Kristina & Camuzeaux, Jonathan R. & Muller, Adrian & Schneider, Marius & Wagner, Gernot, 2018. "Factoring in the forgotten role of renewables in CO2 emission trends using decomposition analysis," Energy Policy, Elsevier, vol. 116(C), pages 290-296.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:agisys:v:114:y:2013:i:c:p:95-105. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/agsy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.