Estimation of the continuity of tillage choices with aggregated and incomplete data: An application of the entropy approach

The environmental benefits of conservation tillage (CT) are fully realized when the practice is used continuously. Little is known about farmer's tillage choice dynamics due to the scarcity of panel tillage data. Using publicly available data, we estimate rotational and continuous CT (CCT) prob...

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Published inJournal of the Agricultural and Applied Economics Association Vol. 4; no. 3; pp. 350 - 362
Main Authors Tran, Dat Q., Kurkalova, Lyubov A.
Format Journal Article
LanguageEnglish
Published 01.09.2025
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Online AccessGet full text
ISSN2769-2485
2769-2485
DOI10.1002/jaa2.70022

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Abstract The environmental benefits of conservation tillage (CT) are fully realized when the practice is used continuously. Little is known about farmer's tillage choice dynamics due to the scarcity of panel tillage data. Using publicly available data, we estimate rotational and continuous CT (CCT) probabilities for 1992–2008 for Iowa, U.S. The results show that approximately one million acres of corn and soybeans moved away from CCT to greater tillage intensity practices in 2001–2008 when corn prices increased sharply. Spatially, more acreage in lower soil productivity and more likely classified as highly erodible land were taken out of CCT during 2001–2008.
AbstractList The environmental benefits of conservation tillage (CT) are fully realized when the practice is used continuously. Little is known about farmer's tillage choice dynamics due to the scarcity of panel tillage data. Using publicly available data, we estimate rotational and continuous CT (CCT) probabilities for 1992–2008 for Iowa, U.S. The results show that approximately one million acres of corn and soybeans moved away from CCT to greater tillage intensity practices in 2001–2008 when corn prices increased sharply. Spatially, more acreage in lower soil productivity and more likely classified as highly erodible land were taken out of CCT during 2001–2008.
Author Kurkalova, Lyubov A.
Tran, Dat Q.
Author_xml – sequence: 1
  givenname: Dat Q.
  orcidid: 0000-0001-5969-1625
  surname: Tran
  fullname: Tran, Dat Q.
  email: tran.dat@leg.state.fl.us, tranquocdat1506@gmail.com
  organization: Formerly University of California, Riverside, School of Public Policy
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  givenname: Lyubov A.
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  surname: Kurkalova
  fullname: Kurkalova, Lyubov A.
  email: lakurkal@ncat.edu
  organization: North Carolina Agricultural and Technical State University
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Snippet The environmental benefits of conservation tillage (CT) are fully realized when the practice is used continuously. Little is known about farmer's tillage...
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SubjectTerms continuous conservation tillage
corn‐based ethanol
entropy
Markov chains
Title Estimation of the continuity of tillage choices with aggregated and incomplete data: An application of the entropy approach
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