ADAPTIVE TARGETING: ENGAGING FARMERS TO IMPROVE TARGETING AND
ADOPTION OF AGRICULTURAL CONSERVATION PRACTICES
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Margaret M. Kalcic, Jane Frankenberger, Indrajeet Chaubey, Linda Prokopy, and Laura Bowling
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ABSTRACT: Targeting of agricultural conservation practices to cost-effective locations has long been of interest
to watershed managers, yet its implementation cannot succeed without meaningful engagement of agricultural
producers who are decision makers on the lands they farm. In this study, we engaged 14 west-central Indiana
producers and landowners in an adaptive targeting experiment. Interviews carried out prior to targeting pro-
vided rich spatial information on existing conservation practices as well as producers’ preferences for future con-
servation projects. We targeted six of the most accepted conservation practices using the Soil and Water
Assessment Tool and spatial optimization using a genetic algorithm approach. Fairly optimal conservation sce-
narios were possible with even the most limiting constraints of farmer-accepted practices. We presented in fol-
low-up interviews a total of 176 conservation practice recommendations on 103 farm fields to 10 farmers whose
lands were targeted for conservation. Primary findings indicated producers were interested in the project, were
open to hearing recommendations about their lands, and expressed a high likelihood of adopting 35% of targeted
recommendations. Farmers generally viewed the interview process and presentation of results quite favorably,
and the interviews were found to build trust and make the targeting process more acceptable to them.
(KEY TERMS: watershed management; optimization; best management practices (BMPs); nutrients; public par-
ticipation; conservation practice adoption; interviews.)
Kalcic, Margaret M., Jane Frankenberger, Indrajeet Chaubey, Linda Prokopy, and Laura Bowling, 2015. Adap-
tive Targeting: Engaging Farmers to Improve Targeting and Adoption of Agricultural Conservation Practices.
Journal of the American Water Resources Association (JAWRA) 51(4): 973-991, DOI: 10.1111/1752-1688.12336
INTRODUCTION
Watershed managers have long supported strategic
placement of conservation practices in the landscape,
also known as targeting (e.g., Duda and Johnson,
1985; Hession and Shanholtz, 1988; Crumpton, 2001;
Veith et al., 2004; Heathwaite et al., 2005; Diebel
et al., 2008, 2009; Tuppad et al., 2010). In the United
States (U.S.), a variety of policy incentives encourage
agricultural producers to implement conservation
practices (Harrington et al., 1985), but these incen-
tives alone may not produce economically efficient
solutions since they are not based on the true magni-
tude of pollutant reduction (Helfand and House,
1995). Generally, incentives are available to all on a
“first come, first serve” basis, and enrollment is vol-
untary even though this is not considered the most
effective way to reduce pollution. Nonpoint source
pollution often originates in hotspots or critical
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Paper No. JAWRA-14-0039-P of the Journal of the American Water Resources Association (JAWRA). Received January 27, 2014; accepted
December 9, 2014. © 2015 American Water Resources Association. Discussions are open until six months from issue publication.
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Research Fellow (Kalcic), University of Michigan Water Center, 625 E. Liberty, Suite 300, Ann Arbor, Michigan, 48104; and Professor
(Frankenberger), Agricultural and Biological Engineering, Professor and Department Head (Chaubey), Earth, Atmospheric, and Planetary
Sciences, Associate Professor (Prokopy), Forestry and Natural Resources, and Associate Professor (Bowling), Agronomy, Purdue University,
West Lafayette, Indiana, 47907. (E-Mail/Kalcic: mkalcic@umich.edu).
JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION JAWRA 973
JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION
Vol. 51, No. 4 AMERICAN WATER RESOURCES ASSOCIATION August 2015