A Comprehensive Parcel-Level Dataset on Farmland Assessment: Addressing Grid-Cell Data Bias Estimation
Grid-cell data are increasingly used in research due to the growing availability and accessibility of remote sensing products. However, grid-cell data often fails to represent the actual decision-making unit, leading to biased estimates in socio-economic analysis. To this end, this paper presents a...
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MDPI AG
2025-01-01
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| author | Wai Yan Siu Man Li Arthur J. Caplan |
| author_facet | Wai Yan Siu Man Li Arthur J. Caplan |
| author_sort | Wai Yan Siu |
| collection | DOAJ |
| description | Grid-cell data are increasingly used in research due to the growing availability and accessibility of remote sensing products. However, grid-cell data often fails to represent the actual decision-making unit, leading to biased estimates in socio-economic analysis. To this end, this paper presents a comprehensive parcel-level dataset for Salt Lake County, Utah, spanning from 2008 to 2018. This dataset combines detailed spatial and temporal data on land ownership, land use, and preferential farmland tax assessments under the Greenbelt program. Compiled from multiple geospatial sources, the dataset includes nearly 200,000 parcel-year observations, providing valuable insights into landowner decision-making and the impact of tax abatement incentives at the decision-making level. This resource is beneficial for researchers, educators, and practitioners in sustainable development, environmental studies, and farmland conservation. |
| format | Article |
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| institution | Kabale University |
| issn | 2306-5729 |
| language | English |
| publishDate | 2025-01-01 |
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| spelling | doaj-art-c32f03de2568406baaa59d2dfa613b2b2025-01-24T13:28:33ZengMDPI AGData2306-57292025-01-011011010.3390/data10010010A Comprehensive Parcel-Level Dataset on Farmland Assessment: Addressing Grid-Cell Data Bias EstimationWai Yan Siu0Man Li1Arthur J. Caplan2Institute for Coastal Adaption and Resilience (ICAR), Old Dominion University, 800 W. 46th St., Norfolk, VA 23508, USADepartment of Applied Economics, Utah State University, Logan, UT 84322, USADepartment of Applied Economics, Utah State University, Logan, UT 84322, USAGrid-cell data are increasingly used in research due to the growing availability and accessibility of remote sensing products. However, grid-cell data often fails to represent the actual decision-making unit, leading to biased estimates in socio-economic analysis. To this end, this paper presents a comprehensive parcel-level dataset for Salt Lake County, Utah, spanning from 2008 to 2018. This dataset combines detailed spatial and temporal data on land ownership, land use, and preferential farmland tax assessments under the Greenbelt program. Compiled from multiple geospatial sources, the dataset includes nearly 200,000 parcel-year observations, providing valuable insights into landowner decision-making and the impact of tax abatement incentives at the decision-making level. This resource is beneficial for researchers, educators, and practitioners in sustainable development, environmental studies, and farmland conservation.https://www.mdpi.com/2306-5729/10/1/10agricultural land protectionland use changeland use policypreferential tax assessment |
| spellingShingle | Wai Yan Siu Man Li Arthur J. Caplan A Comprehensive Parcel-Level Dataset on Farmland Assessment: Addressing Grid-Cell Data Bias Estimation Data agricultural land protection land use change land use policy preferential tax assessment |
| title | A Comprehensive Parcel-Level Dataset on Farmland Assessment: Addressing Grid-Cell Data Bias Estimation |
| title_full | A Comprehensive Parcel-Level Dataset on Farmland Assessment: Addressing Grid-Cell Data Bias Estimation |
| title_fullStr | A Comprehensive Parcel-Level Dataset on Farmland Assessment: Addressing Grid-Cell Data Bias Estimation |
| title_full_unstemmed | A Comprehensive Parcel-Level Dataset on Farmland Assessment: Addressing Grid-Cell Data Bias Estimation |
| title_short | A Comprehensive Parcel-Level Dataset on Farmland Assessment: Addressing Grid-Cell Data Bias Estimation |
| title_sort | comprehensive parcel level dataset on farmland assessment addressing grid cell data bias estimation |
| topic | agricultural land protection land use change land use policy preferential tax assessment |
| url | https://www.mdpi.com/2306-5729/10/1/10 |
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