Farmers’ Perceptions of Marginal Land for Biofuel Crops
Dataset Description |
The dataset includes the survey results about farmers’ perceptions of marginal land availability and the likelihood of a land pixel being marginal based on a machine learning model trained from the survey. Two spreadsheet files are the farmer and farm characteristics (marginal_land_survey_data_shared.xlsx), and the existing land use of marginal lands (land_use_info_sharing.xlsx).
The GeoTiff file includes two bands, one the marginal land likelihood in the Midwestern states (0-1), the other the dominant reason of land marginality (0-5; 0 for farm size, 1 for growing season precipitation, 2 for root zone soil water capacity, 3 for average slope, 4 for growing season mean temperature, and 5 for growing season diurnal range of temperature). To read the data, please use a GIS software such as ArcGIS or QGIS. |
Subject |
Life Sciences |
Keywords |
marginal land; survey |
License |
CC BY |
Funder |
U.S. Department of Energy (DOE)-Grant:DE-SC0018420 |
Corresponding Creator |
Ximing Cai |
Downloaded |
567 times |
| Version | DOI | Comment | Publication Date |
|---|---|---|---|
| 1 | 10.13012/B2IDB-3074705_V1 | 2020-12-02 |
Contact the Research Data Service for help interpreting this log.
| RelatedMaterial | create: {"material_type"=>"Article", "availability"=>nil, "link"=>"https://doi.org/10.1111/gcbb.12821", "uri"=>"10.1111/gcbb.12821", "uri_type"=>"DOI", "citation"=>"Yang, P., Cai, X. and Khanna, M. (2021), Farmers’ Heterogeneous Perceptions of Marginal Land for Biofuel Crops in US Midwestern States Considering Biophysical and Socio‐economic Factors. GCB Bioenergy. Accepted Author Manuscript. https://doi.org/10.1111/gcbb.12821", "dataset_id"=>1611, "selected_type"=>"Article", "datacite_list"=>"IsSupplementTo"} | 2021-03-13T21:48:29Z |
| Dataset | update: {"release_date"=>[nil, Wed, 02 Dec 2020]} | 2021-01-04T21:54:33Z |
| Dataset | update: {"release_date"=>[nil, Wed, 02 Dec 2020]} | 2021-01-04T21:48:01Z |