Landscape Performance: Farmer Interactions across Spatial Scales
Abstract
:1. Introduction
2. Conceptual Background
3. Methods
3.1. Mixed Method Approach
3.2. Semi-Structured Interviews
3.3. Focus Groups
3.4. Thematic Analysis of Interviews and Focus Groups
3.5. Survey Measurements
3.6. Survey Sampling Process
3.7. ANOVA of Survey Items on Farming Practices
4. Results
4.1. Road Farming as Communication
I told my wife the other day…We were driving past one of my friend’s house, and I said, “Man, I am glad I don’t farm on this section of (highway) 81 because it is large crop farmer, large crop farmer, you know, and everyone has got the big, shiny equipment and the, you know, the latest planter and whatever. And she said, “Why is that so?” It is just so much pressure to have that perfect stand of corn and everything, you know.—Interview with Grant County Farmer
Farmer 1: If you have got a good planter, whether it is corn or beans, you do not need to do tillage.Researcher: Why do they (farmers) want to till it (the land)?Farmer 1: It looks nice.Farmer 2: They want that ideal picket- row fence stand of corn, or whatever crop it is you know.—Focus Group with Grant County Farmers
There’s a farmer not too far from here that I struggle with what happens there. The last couple years, we’ve had to clean the ditches out of mud. He’s stuck in his ways, and he hasn’t changed a thing… that’s [the soil] your most important investment, and you’re not protecting it, you’re not taking care of it. I don’t understand it… I just cringe when I drive by. I can’t believe you can just let that happen… The people who drive by and see it and are aware of it, it gives all us farmers a bad reputation.—Interview with Jo Daviess County Farmer
I think a lot of people think I’m a little odd, what I’m doing… “What’s this guy doing when he’s hooked onto his corn planter in October and November.” I plant cover crops with that. 15-inch rows… It’s pretty private up in this area; there isn’t a whole lotta people that ask a whole lotta questions. I get more questions about the corn planter than anything else. “What the heck’s the matter with him? What’s he doing out there in the corn planter in November?—Interview with Jo Daviess County Farmer
4.2. Land-Based Learning to Foster Dialogue
Why do we do that (plant corn)? Why do you drive here instead of walk here? It’s what you do. It’s faster; it’s more income. You can do a tremendous amount of things with corn… Livestock, nothing wrong with livestock. We need more livestock. We also need more perennial lands, but it’s the idea.—Interview with Jo Daviess County Farmer
I would rather see farmers get together and say, “What can we do to improve our sustainable type practices in this county?”…One of the best things I’ve been at are pasture walks which we have periodically… this is a group of farmers who feel the same way; they’re kind of innovators as far as, “We’ve tried to do this, and here’s how it worked.—Interview with Grant County Farmer
4.3. Survey Results
5. Discussion
5.1. Effects of Regional Landscape on Site-Based Farming Practices
5.2. Areas of a Farm for Demonstrating and Assessing Good Farming
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- The United Nations. The Sustainable Development Goals Report; UN: New York, NY, USA, 2023. [Google Scholar]
- Prokopy, L.S.; Gramig, B.M.; Bower, A.; Church, S.P.; Ellison, B.; Gassman, P.W.; Genskow, K.; Gucker, D.; Hallett, S.G.; Hill, J.; et al. The urgency of transforming the Midwestern U.S. landscape into more than corn and soybean. Agric. Hum. Values 2020, 37, 537–539. [Google Scholar] [CrossRef] [PubMed]
- Becker, A.E.; Horowitz, L.S.; Ruark, M.D.; Jackson, R.D. Surface-soil carbon stocks greater under well-managed grazed pasture than row crops. Soil Sci. Soc. Am. J. 2022, 86, 758–768. [Google Scholar] [CrossRef]
- Campbell, T.A.; Booth, E.G.; Gratton, C.; Jackson, R.D.; Kucharik, C.J. Agricultural landscape transformation needed to meet water quality goals in the Yahara River Watershed of Southern Wisconsin. Ecosystems 2022, 25, 507–525. [Google Scholar] [CrossRef]
- Quarrier, C.L.; Kwang, J.S.; Quirk, B.J.; Thaler, E.A.; Larsen, I.J. Pre-agricultural soil erosion rates in the midwestern United States. Geology 2023, 51, 44–48. [Google Scholar] [CrossRef]
- Sanford, G.R.; Jackson, R.D.; Rui, Y.; Kucharik, C.J. Land use-land cover gradient demonstrates the importance of perennial grasslands with intact soils for stabilizing soil carbon in the fertile Mollisols of the North Central US. Geoderma 2022, 418, 115854. [Google Scholar] [CrossRef]
- Thaler, E.A.; Larsen, I.J.; Yu, Q. The extent of soil loss across the US Corn Belt. Proc. Natl. Acad. Sci. USA 2021, 118, e1922375118. [Google Scholar] [CrossRef]
- Van Eerd, L.L.; Chahal, I.; Peng, Y.; Awrey, J.C. Influence of cover crops at the four spheres: A review of ecosystem services, potential barriers, and future directions for North America. Sci. Total Environ. 2023, 858, 159990. [Google Scholar] [CrossRef]
- United States Department of Agriculture. 2017 Census of Agriculture: Wisconsin State Profile; United States Department of Agriculture (USDA): Washington, DC, USA, 2017.
- Morse, C.E.; Strong, A.M.; Mendez, V.E.; Lovell, S.T.; Troy, A.R.; Morris, W.B. Performing a New England landscape: Viewing, engaging, and belonging. J. Rural Stud. 2014, 36, 226–236. [Google Scholar] [CrossRef]
- Nassauer, J.I. Culture and Changing Landscape Structure; SPB Academic Publishing B.V: The Hague, The Netherlands, 1995; Volume 10, pp. 229–237. [Google Scholar]
- Reimer, A.; Doll, J.E.; Boring, T.J.; Zimnicki, T. Scaling up conservation agriculture: An exploration of challenges and opportunities through a stakeholder engagement process. J. Environ. Qual. 2023, 52, 465–475. [Google Scholar] [CrossRef]
- Gosnell, H.; Gill, N.; Voyer, M. Transformational adaptation on the farm: Processes of change and persistence in transitions to “climate-smart” regenerative agriculture. Glob. Environ. Chang. 2019, 59, 101965. [Google Scholar] [CrossRef]
- United States Department of Agriculture. Census of Agriculture: Historical Highlights: 2017 and Earlier Census Years; United States Department of Agriculture (USDA): Washington, DC, USA, 2017.
- Nassauer, J.I.; Santelmann, M.V.; Scavia, D. From the Corn Belt to the Gulf: Societal and Environmental Implications of Alternative Agricultural Futures; Resources for the Future: Washington, DC, USA, 2007. [Google Scholar]
- Dentzman, K.; Goldberger, J.R. Plastic scraps: Biodegradable mulch films and the aesthetics of “good farming” in US specialty crop production. Agric. Hum. Values 2020, 37, 83–96. [Google Scholar] [CrossRef]
- Leitschuh, B.; Stewart, W.P.; van Riper, C.J. Place-making in the Corn Belt: The productivist landscapes of the “good farmer”. J. Rural Stud. 2022, 92, 415–424. [Google Scholar] [CrossRef]
- Shipley, N.J.; Stewart, W.P.; Van Riper, C.J. Negotiating agricultural change in the Midwestern US: Seeking compatibility between farmer narratives of efficiency and legacy. Agric. Hum. Values 2022, 39, 1465–1476. [Google Scholar] [CrossRef]
- Thomas, E.; Riley, M.; Spees, J. Good farming beyond farmland—Riparian environments and the concept of the ‘good farmer’. J. Rural Stud. 2019, 67, 111–119. [Google Scholar] [CrossRef]
- Burton, R.J.F.; Kuczera, C.; Schwarz, G. Exploring Farmers’ Cultural Resistance to Voluntary Agri-environmental Schemes. Sociol. Rural. 2008, 48, 16–37. [Google Scholar] [CrossRef]
- Haggerty, J.; Campbell, H.; Morris, C. Keeping the stress off the sheep? Agricultural intensification, neoliberalism, and “good” farming in New Zealand. Geoforum 2009, 40, 767–777. [Google Scholar] [CrossRef]
- Nassauer, J. The Aesthetic of Horticulture: Neatness as a form of care. Hortic. Sci. 1988, 23, 973–977. [Google Scholar] [CrossRef]
- Nassauer, J.I. Messy ecosystems, Orderly frames. Landsc. J. 1995, 14, 161–170. [Google Scholar] [CrossRef]
- Sutherland, L.-A.; Calo, A. Assemblage and the “good farmer”: New entrants to crofting in Scotland. J. Rural Stud. 2020, 80, 532–542. [Google Scholar] [CrossRef]
- Strauser, J.; Stewart, W.P.; Leitschuh, B. Producing regions: Connecting place-making with farming practices. Soc. Nat. Resour. 2022, 35, 1012–1020. [Google Scholar] [CrossRef]
- Tuan, Y.F. Topophilia: A Study of Environmental Perceptions, Attitudes, and Values; Columbia University Press: New York, NY, USA, 1974. [Google Scholar]
- Relph, E. Place and Placelessness; Pion: London, UK, 1976. [Google Scholar]
- Williams, D.R.; Stewart, W.P.; Kruger, L.E. The emergence of place-based conservation. In Place-Based Conservation: Perspectives from the Social Sciences; Springer: Dordrecht, The Netherlands, 2013; pp. 1–17. ISBN 978-94-007-5802-5. [Google Scholar]
- Foo, K.; Martin, D.; Wool, C.; Polsky, C. The production of urban vacant land: Relational placemaking in Boston, MA neighborhoods. Cities 2014, 40, 175–182. [Google Scholar] [CrossRef]
- Patterson, M.E.; Williams, D.R. Maintaining research traditions on place: Diversity of thought and scientific progress. J. Environ. Psychol. 2005, 25, 361–380. [Google Scholar] [CrossRef]
- Stokowski, P.A. Creating social senses of place: New directions for sense of place research in natural resource management. In Understanding Concepts of Place in Recreation Research and Management; Kruger, L.E., Hall, T.E., Stiefel, M.C., Eds.; U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station: Portland, OR, USA, 2008; pp. 31–60. [Google Scholar]
- Di Masso, A.; Dixon, J. More than words: Place, discourse and the struggle over public space in Barcelona. Qual. Res. Psychol. 2015, 12, 45–60. [Google Scholar] [CrossRef]
- Fernández, R.J. How to be a more effective environmental scientist in management and policy contexts. Environ. Sci. Policy 2016, 64, 171–176. [Google Scholar] [CrossRef]
- Sarewitz, D. How science makes environmental controversies worse. Environ. Sci. Policy 2004, 7, 385–403. [Google Scholar] [CrossRef]
- Gordon, E.; Davila, F.; Riedy, C. Transforming landscapes and mindscapes through regenerative agriculture. Agric. Hum. Values 2022, 39, 809–826. [Google Scholar] [CrossRef]
- Cresswell, T. In Place-Out of Place: Geography, Ideology, and Transgression; University of Minnesota Press: Minneapolis, MN, USA, 1992. [Google Scholar]
- Cheng, A.S.; Kruger, L.E.; Daniels, S.E. “Place” as an integrating concept in natural resource politics: Propositions for a social science research agenda. Soc. Nat. Resour. 2003, 16, 87–104. [Google Scholar] [CrossRef]
- Burton, R.J.F. Seeing through the “good farmer’s” eyes: Towards developing an understanding of the social symbolic value of “productivist” behaviour. Sociol. Rural. 2004, 44, 195–215. [Google Scholar] [CrossRef]
- Goffman, E. The Presentation of Self in Everyday Life; Doubleday: New York, NY, USA, 1959. [Google Scholar]
- Burton, R.J.F. Understanding Farmers’ Aesthetic Preference for Tidy Agricultural Landscapes: A Bourdieusian Perspective. Landsc. Res. 2012, 37, 51–71. [Google Scholar] [CrossRef]
- Cresswell, T. Place an Introduction; Wiley Blackwell: West Sussex, UK, 2015. [Google Scholar]
- Massey, D. Landscapes as a provocation: Reflections on moving mountains. J. Mater. Cult. 2006, 11, 33–48. [Google Scholar] [CrossRef]
- Pierce, J.; Martin, D.G.; Murphy, J.T. Relational place-making: The networked politics of place. Trans. Inst. Br. Geogr. 2011, 36, 54–70. [Google Scholar] [CrossRef]
- Beckley, T.M. The Nestedness of Forest Dependence: A Conceptual Framework and Empirical Exploration. Soc. Nat. Resour. 1998, 11, 101–120. [Google Scholar] [CrossRef]
- Devine-Wright, P.; Pinto de Carvalho, L.; Di Masso, A.; Lewicka, M.; Manzo, L.; Williams, D.R. “Re-placed”—Reconsidering relationships with place and lessons from a pandemic. J. Environ. Psychol. 2020, 72, 101514. [Google Scholar] [CrossRef]
- Vale, T.R. From end moraines and alfisols to white pines and frigid waters: An introduction to the environmental systems of Wisconsin. In Wisconsin Land and Life; Ostergreen, R.C., Vale, T.R., Eds.; The University of Wisconsin Press: Madison, WI, USA, 1997; pp. 11–34. [Google Scholar]
- Mahoney, T.R. Urban history in a regional context: River towns on the Upper Mississippi, 1840–1860. J. Am. Hist. 1985, 72, 318–339. [Google Scholar] [CrossRef]
- Conzen, M.P. The European settling and transformation of the Upper Mississippi Valley lead mining region. In Wisconsin Land and Life; Ostergreen, R.C., Vale, T.R., Eds.; The University of Wisconsin Press: Madison, WI, USA, 1997; pp. 163–196. [Google Scholar]
- Libby, O.G.; Stanton, F.B.; Palmer, B.M.; Smith, A.J. An economic and social study of the lead region in Iowa, Illinois, and Wisconsin. Trans. Wis. Acad. Sci. Arts Lett. 1901, 13, 188–281. [Google Scholar]
- USDA Grant County Wisconsin, County Profile 2017. Available online: https://www.nass.usda.gov/Publications/AgCensus/2017/Online_Resources/County_Profiles/Wisconsin/cp55043.pdf (accessed on 12 August 2023).
- USDA Jo Daviess County Illinois, County Profile 2017. Available online: https://www.nass.usda.gov/Publications/AgCensus/2017/Online_Resources/County_Profiles/Illinois/cp17085.pdf (accessed on 12 August 2023).
- Hemberger, J.; Crossley, M.S.; Gratton, C. Historical decrease in agricultural landscape diversity is associated with shifts in bumble bee species occurrence. Ecol. Lett. 2021, 24, 1800–1813. [Google Scholar] [CrossRef] [PubMed]
- Porter, P.A.; Mitchell, R.B.; Moore, K.J. Reducing hypoxia in the Gulf of Mexico: Reimagining a more resilient agricultural landscape in the Mississippi River Watershed. J. Soil Water Conserv. 2015, 70, 63A–68A. [Google Scholar] [CrossRef]
- Stanton, R.L.; Morrissey, C.A.; Clark, R.G. Analysis of trends and agricultural drivers of farmland bird declines in North America: A review. Agric. Ecosyst. Environ. 2018, 254, 244–254. [Google Scholar] [CrossRef]
- Nagel, T. The View from Nowhere; Oxford University Press: Oxford, UK, 1986. [Google Scholar]
- Fine, M. Working the hyphens: Reinventing self and other in qualitative research. In The Handbook of Qualitative Research; SAGE: Thousand Oaks, CA, USA, 1994. [Google Scholar]
- Cronon, W. Nature Metropolis: Chicago and the Great West; W.W. Norton: New York, NY, USA, 1991. [Google Scholar]
- Lobao, L.; Stofferahn, C.W. The community effects of industrialized farming: Social science research and challenges to corporate farming laws. Agric. Hum. Values 2008, 25, 219–240. [Google Scholar] [CrossRef]
- Greene, J.C. Mixed Methods in Social Inquiry; Jossey-Bass: San Francisco, CA, USA, 2007. [Google Scholar]
- Duerden, M.D.; Witt, P.A.; Taniguchi, S. The impact of postprogram reflection on recreation program outcome. J. Park Recreat. Adm. 2012, 30, 36–50. [Google Scholar]
- Green, B.; Jones, K. Place and large landscape conservation along the Susquehanna River. Soc. Nat. Resour. 2018, 31, 183–199. [Google Scholar] [CrossRef]
- Stewart, W.P.; Gobster, P.H.; Rigolon, A.; Strauser, J.; Williams, D.A.; van Riper, C.J. Resident-led beautification of vacant lots that connects place to community. Landsc. Urban Plan. 2019, 185, 200–209. [Google Scholar] [CrossRef]
- Greene, J.C.; Caracelli, V.J.; Graham, W.F. Toward a conceptual framework for mixed-method evaluation designs. Educ. Eval. Policy Anal. 1989, 11, 255–274. [Google Scholar] [CrossRef]
- Bonnie, K.N.; Hitchcock, J.H.; Brown, L.M. An inclusive framework for conceptualizing mixed methods design typologies: Moving toward fully integrated synergistic research models. In SAGE Handbook of Mixed Methods in Social & Behavioral Research; Tashakkori, A., Teddlie, C., Eds.; Sage: Thousand Oaks, CA, USA, 2010. [Google Scholar]
- Sharma, G. Pros and cons of different sampling techniques. Int. J. Appl. Res. 2017, 3, 749–752. [Google Scholar]
- Erickson, B.H. Some problems of inference from chain data. Sociol. Methodol. 1979, 10, 276–302. [Google Scholar] [CrossRef]
- Ritchie, J.; Lewis, J.; Elam, G. Designing and selecting amples. In Qualitative Research Practice: A Guide for Social Science Students and Researchers; Ritchie, J., Lewis, J., Eds.; Sage: Thousand Oaks, CA, USA, 2003; pp. 77–108. [Google Scholar]
- Morgan, D. Focus Groups as Qualitative Research; Sage: Thousand Oaks, CA, USA, 1997. [Google Scholar]
- Glesne, C. Becoming Qualitative Researchers: An Introduction; Pearson: Boston, MA, USA, 2016. [Google Scholar]
- Clarke, V.; Braun, V. Thematic analysis. J. Posit. Psychol. 2017, 12, 297–298. [Google Scholar] [CrossRef]
- Fugard, A.; Potts, H.W. Thematic analysis. In Sage Research Methods Foundations; Atkinson, P., Delamont, S., Cernat, A., Sakshaug, J.W., Williams, R.A., Eds.; Sage: Thousand Oaks, CA, USA, 2019. [Google Scholar]
- O’Connor, C.; Joffe, H. Intercoder reliability in qualitative research: Debates and practical guidelines. Int. J. Qual. Methods 2020, 19, 1–13. [Google Scholar] [CrossRef]
- MacQueen, K.M.; McLellan, E.; Kay, K.; Milstein, B. Codebook development for team-based qualitative analysis. Cult. Anthropol. Methods J. 1998, 10, 31–36. [Google Scholar] [CrossRef]
- Bazeley, P. Sequential integration: Analysis guiding design and further analysis. In Integrating Analyses in Mixed Methods Research; Bazeley, P., Ed.; Sage: London, UK, 2018; pp. 71–90. [Google Scholar]
- Cortina, J.M. What is Coefficient Alpha? An examination of theory and applications. J. Appl. Psychol. 1993, 78, 98–104. [Google Scholar] [CrossRef]
- Hongwei, Y. Factor Loadings. In Encyclopedia of Research Design; Salkind, N., Ed.; Sage: Thousand Oaks, CA, USA, 2010. [Google Scholar]
- Hu, L.; Bentler, P.M. Cutoff Criteria for Fit Indexes in Covariance Structure Analysis: Conventional Criteria Versus New Alternatives. Struct. Equ. Model. Multidiscip. J. 1999, 6, 1–55. [Google Scholar] [CrossRef]
- Mundfrom, D.J.; Shaw, D.G.; Lu Ke, T. Minimum sample size recommendations for conducting factor analyses. Int. J. Test. 2005, 5, 159–168. [Google Scholar] [CrossRef]
- Etikan, I.; Musa, S.A.; Alkassim, R.S. Comparison of convenience sampling and purposive sampling. Am. J. Theor. Appl. Stat. 2016, 5, 1–4. [Google Scholar] [CrossRef]
- Allred, S.B.; Ross-Davis, A. The drop-off and pick-up method: An approach to reduce nonresponse bias in natural resource surveys. Small-Scale For. 2011, 10, 305–318. [Google Scholar] [CrossRef]
- Rosenthal, R.; Rosnow, R.L. Essentials of Behavioral Research: Methods and Data Analysis, 3rd ed.; McGraw-Hill: New York, NY, USA, 2008. [Google Scholar]
- Ashwood, L.; Pilny, A.; Canfield, J.; Jamila, M.; Thomson, R. From Big Ag to Big Finance: A market network approach to power in agriculture. Agric. Hum. Values 2022, 39, 1421–1434. [Google Scholar] [CrossRef]
- Hendrickson, M.K.; Howard, P.H.; Constance, D.H. Power, Food, and Agriculture: Implications for Farmers, Consumers and Communities; Division of Applied Social Sciences Working Papers; University of Missouri College of Agriculture: Columbia, MO, USA, 2017. [Google Scholar]
- Bell, M.M.; Ashwood, L.L.; Leslie, I.S.; Schlachter, L.H. Mobilizing the Just Ecological Society; SAGE: Thousand Oaks, CA, USA, 2021. [Google Scholar]
- Darnhofer, I.; Lamine, C.; Strauss, A.; Navarrete, M. The resilience of family farms: Towards a relational approach. J. Rural Stud. 2016, 44, 111–122. [Google Scholar] [CrossRef]
- Lu, J.; Ranjan, P.; Floress, K.; Arbuckle, J.G.; Church, S.P.; Eanes, F.R.; Gao, Y.; Gramig, B.M.; Singh, A.S.; Prokopy, L.S. A meta-analysis of agricultural conservation intentions, behaviors, and practices: Insights from 35 years of quantitative literature in the United States. J. Environ. Manag. 2022, 323, 116240. [Google Scholar] [CrossRef] [PubMed]
- Prokopy, L.S.; Floress, K.; Arbuckle, J.G.; Church, S.P.; Eanes, F.R.; Gao, Y.; Gramig, B.M.; Ranjan, P.; Singh, A.S. Adoption of agricultural conservation practices in the United States: Evidence from 35 years of quantitative literature. J. Soil Water Conserv. 2019, 74, 520–534. [Google Scholar] [CrossRef]
- Gordon, E.; Davila, F.; Riedy, C. Regenerative agriculture: A potentially transformative storyline shared by nine discourses. Sustain. Sci. 2023, 18, 1833–1849. [Google Scholar] [CrossRef]
- Sumberg, J.; Giller, K.E. What is ‘conventional’ agriculture? Glob. Food Secur. 2022, 32, 100617. [Google Scholar] [CrossRef]
- Jordan, N.; Schulte, L.A.; Williams, C.; Mulla, D.; Pitt, D.; Slotterback, C.S.; Jackson, R.D.; Landis, D.; Dale, B.; Becker, D.; et al. Landlabs: An integrated approach to creating agricultural enterprises that meet the triple bottom line. J. High. Educ. Outreach Engagem. 2013, 17, 175–200. [Google Scholar]
- Jackson, R.D. Soil nitrate leaching under grazed cool-season grass pastures of the North Central US. J. Sci. Food Agric. 2020, 200, 5307–5312. [Google Scholar] [CrossRef]
- Schulte, L.A.; Niemi, J.; Helmers, M.J.; Liebman, M.; Arbuckle, J.G.; James, D.E.; Kolka, R.K.; O’Neal, M.E.; Tomer, M.D.; Tyndall, J.C.; et al. Prairie strips improve biodiversity and the delivery of multiple ecosystem services from corn–soybean croplands. Proc. Natl. Acad. Sci. USA 2017, 114, 11247–11252. [Google Scholar] [CrossRef] [PubMed]
- Schilling, K.E.; Gassman, P.W.; Kling, C.L.; Campbell, T.; Jha, M.K.; Wolter, C.F.; Arnold, J.G. The potential for agricultural land use change to reduce flood risk in a large watershed. Hydrol. Process. 2014, 28, 3314–3325. [Google Scholar] [CrossRef]
- Rui, Y.; Jackson, R.D.; Cotrufo, M.F.; Sanford, G.R.; Spiesman, B.J.; Deiss, L.; Culman, S.W.; Liang, C.; Ruark, M.D. Persistent soil carbon enhanced in Mollisols by well-managed grasslands but not annual grain or dairy forage cropping systems. Proc. Natl. Acad. Sci. USA 2022, 119, e2118931119. [Google Scholar] [CrossRef] [PubMed]
- Sanford, G.R.; Posner, J.L.; Jackson, R.D.; Kucharik, C.J.; Hedtcke, J.L.; Lin, T.-L. Soil carbon lost from Mollisols of the North Central U.S.A. with 20 years of agricultural best management practices. Agric. Ecosyst. Environ. 2012, 162, 68–76. [Google Scholar] [CrossRef]
- Dainese, M.; Martin, E.A.; Aizen, M.A.; Albrecht, M.; Bartomeus, I.; Bommarco, R.; Carvalheiro, L.G.; Chaplin-Kramer, R.; Gagic, V.; Garibaldi, L.A.; et al. A global synthesis reveals biodiversity-mediated benefits for crop production. Sci. Adv. 2019, 5, eaax0121. [Google Scholar] [CrossRef] [PubMed]
- Inveninato Carmona, G.; Delserone, L.M.; Nogueira Duarte Campos, J.; Ferreira De Almeida, T.; Vieira Branco Ozório, D.; David Betancurt Cardona, J.; Wright, R.; McMechan, A.J. Does Cover Crop Management Affect Arthropods in the Subsequent Corn and Soybean Crops in the United States? A Systematic Review. Ann. Entomol. Soc. Am. 2021, 114, 151–162. [Google Scholar] [CrossRef]
- Conniff, R. Milked: How an American Crisis Brought Together Midwestern Dairy Farmers and Mexican Workers; The New Press: New York, NY, USA, 2022. [Google Scholar]
- Stuart, D.; Houser, M. Producing Compliant Polluters: Seed Companies and Nitrogen Fertilizer Application in U.S. Corn Agriculture. Rural Sociol. 2018, 83, 857–881. [Google Scholar] [CrossRef]
- Jackson, R.D. Grazed perennial grasslands can match current beef production while contributing to climate mitigation and adaptation. Agric. Environ. Lett. 2022, 7, e20059. [Google Scholar] [CrossRef]
- Williams, D.R. Spacing conservation practice: Place-making, social learning, and adaptive landscape governance in natural resource management. In The SAGE Handbook of Nature; SAGE: Thousand Oaks, CA, USA, 2018; pp. 285–303. [Google Scholar]
Question Instructions Began with “I Demonstrate Good Farming Practices to My Neighbors by….” | SE 1 | Factor Loading |
---|---|---|
Crop Area 1 α = 0.705 | ||
…raising a uniform crop | 0.09 | 0.79 |
…managing crop residue | 0.10 | 0.78 |
…minimizing erosion on slopes | 0.08 | 0.71 |
…utilizing cover crops | 0.13 | 0.75 |
…having limited weed growth | 0.08 | 0.79 |
Buffer Area 1 α = 0.619 | ||
…maintaining clean fence rows | 0.10 | 0.85 |
…providing habitat for wildlife | 0.11 | 0.68 |
…reducing overgrowth of brush | 0.10 | 0.86 |
…using a farm pond to retain stormwater | 0.15 | 0.74 |
Living Area 1 α = 0.697 | ||
…have fresh paint on buildings | 0.11 | 0.82 |
…mow around the farmhouse and other structures | 0.09 | 0.77 |
…plant flowers around the farmhouse | 0.11 | 0.83 |
…have a driveway free of potholes | 0.12 | 0.81 |
…show a yard sign with farm and/or family name | 0.12 | 0.69 |
Question Instructions Began with “I Can Tell Someone Is a Good Farmer by Seeing How They Are…” | SE | Factor Loading |
---|---|---|
Crop Area 1 α = 0.606 | ||
…raising a uniform crop | 0.09 | 0.72 |
…managing crop residue | 0.08 | 0.83 |
…minimizing erosion on slopes | 0.08 | 0.81 |
…utilizing cover crops | 0.09 | 0.85 |
…having limited weed growth | 0.08 | 0.78 |
Buffer Area 1 α = 0.741 | ||
…maintaining clean fence rows | 0.09 | 0.79 |
…providing habitat for wildlife | 0.11 | 0.83 |
…reducing overgrowth of brush | 0.10 | 0.86 |
…using a farm pond to retain stormwater | 0.11 | 0.84 |
Living Area 1 α = 0.885 | ||
…have fresh paint on buildings | 0.10 | 0.89 |
…mow around the farmhouse and other structures | 0.09 | 0.90 |
…plant flowers around the farmhouse | 0.10 | 0.95 |
…have a driveway free of potholes | 0.11 | 0.94 |
…show a yard sign with farm and/or family name | 0.09 | 0.94 |
Sample (n = 82) | Agricultural Census for Grant County (N = 4398) | Agricultural Census for Jo Daviess County (N = 1525) | |
---|---|---|---|
Farm Size # | 23% large | 3% large | 6% large |
15% medium | 7% medium | 8% medium | |
62% small | 90% small | 85% small | |
Land Use | 83% cropland | 63% cropland | 70% cropland |
11% pasture | 17% pasture | 14% pasture | |
4% woodlands | 16% woodland | 12% woodland | |
Age of Farmer * | 10% young | 11% young | 8% young |
55% middle-aged | 63% middle-aged | 58% middle-aged | |
35% older | 25% older | 34% older | |
Gender of Farmer | 73% Male | 65% Male | 71% Male |
27% Female | 35% Female | 29% Female |
Farm Area | SE |
---|---|
Crop Area | 0.06 a |
Living Area | 0.08 b |
Buffer Area | 0.08 b |
Demonstrate Versus Assessing | Comparison | Within—Subject Mean Differential # |
---|---|---|
Crop Area—Demonstrating versus Assessing | F(1,57) = 0.05, p = 0.825 | 0.02 |
Living Area—Demonstrating versus Assessing | F(1,51) = 11.10, p = 0.002 * | 0.34 |
Buffer Area—Demonstrating versus Assessing | F(1,59) = 16.94, p < 0.001 * | −0.27 |
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Strauser, J.; Stewart, W.P. Landscape Performance: Farmer Interactions across Spatial Scales. Sustainability 2023, 15, 13663. https://doi.org/10.3390/su151813663
Strauser J, Stewart WP. Landscape Performance: Farmer Interactions across Spatial Scales. Sustainability. 2023; 15(18):13663. https://doi.org/10.3390/su151813663
Chicago/Turabian StyleStrauser, John, and William P. Stewart. 2023. "Landscape Performance: Farmer Interactions across Spatial Scales" Sustainability 15, no. 18: 13663. https://doi.org/10.3390/su151813663
APA StyleStrauser, J., & Stewart, W. P. (2023). Landscape Performance: Farmer Interactions across Spatial Scales. Sustainability, 15(18), 13663. https://doi.org/10.3390/su151813663