Data from: Responses to environmental variability by herbivorous insects and their natural enemies within a bioenergy crop, Miscanthus x giganteus
Description: This dataset consists of field data (arthropods, nematodes and NDVI) collected over the course of 6 field excursions in 2015 and 2016 near TyTy, GA, in a field used for growing Miscanthus x giganteus. It also includes interpolated values of soil measurements collected in 2015 and meteorological data collected on an adjacent farm. Point-in-time measurements include all meteorological, NDVI, arthropod and nematode measurements and their derivatives. Fixed values were measurements that were held constant across all sampling dates, including location, terrain and soils measurements and their derivatives.
Dawn Olson and Jason Schmidt collected and processed arthropod count data. Jason Schmidt collected and processed spider count data and computed spider diversity. Richard Davis collected and processed nematode count data. Alisa Coffin collected and processed NDVI data and positional locations. Tim Strickland collected and processed soils data and Alisa Coffin interpolated soils values using kriging to derive values at arthropod sample locations. David Bosch collected and processed meteorological data. Lynne Seymour provided statistical expertise in deriving any estimated values (phloem feeders, parasitoids, spiders, and natural enemies). Alisa Coffin derived terrain data (elevation, slope, aspect, and distances) from publicly available datasets, transformed values (SI, WI, etc), carried out the geographically weighted regression analysis and calculated C:SE values, harmonized the full dataset, and compiled it using Esri's ArcGIS Pro 2.5. Methods for most data are published in the accompanying paper and associated supplements.
Questions about dataset development and management should be directed to Alisa Coffin (alisa.coffin@usda.gov). This work was accomplished as a joint USDA and University of Georgia project funded by a cooperative agreement (#6048-13000-026-21S). This research was a contribution from the Long-Term Agroecosystem Research (LTAR) network. LTAR is supported by the United States Department of Agriculture.
At request of the author, the data resources are under embargo. The embargo will expire on Fri, Jan 01, 2021.
Resources in this dataset:
Resource Title: Spreadsheet of data.
File Name: GibbsMisFarm_Arthrop_Env_DepVar_201516_final.xlsx
Resource Description: This workbook contains all of the data used in this analysis. The first worksheet contains data dictionary information.
Resource Software Recommended: Microsoft Excel, Office 365,url: https://www.microsoft.com/en-us/microsoft-365/excel
Resource Title: GeoJSON.
File Name: MiscanthusXGiganteusGeoJSON.json
Funding
USDA-ARS: 6048-13000-026-21S
History
Data contact name
Coffin, AlisaData contact email
alisa.coffin@usda.govPublisher
Ag Data CommonsIntended use
These data were collected and derived according to methods described in Coffin et al. (2020) - PLOS One, and can be used to study dynamics of phloem feeding insects within fields of bioenergy grass (Miscanthus x giganteus) production, exploring relationships among environmental variables, natural enemies and spiders. The data also provide information about the numbers and spatial distribution of ring nematodes during the sample period.Use limitations
Although there are time signatures associated with the data, use for time series analysis is limited.Temporal Extent Start Date
2015-07-06Temporal Extent End Date
2016-09-07Theme
- Not specified
Geographic Coverage
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Ty Ty, Tift, Georgia, United StatesISO Topic Category
- biota
- environment
- farming
Ag Data Commons Group
- Long-Term Agroecosystem Research
- Gulf Atlantic Coastal Plain
National Agricultural Library Thesaurus terms
variability; phytophagous insects; natural enemies; energy crops; Miscanthus giganteus; arthropods; Nematoda; normalized difference vegetation index; gibberellic acid; soil; meteorological data; farms; sampling; landscapes; Araneae; kriging; phloem; parasitoids; regression analysis; geographic information systems; USDA; Georgia; agroecosystems; bioenergy; grasses; Aphidoidea; AleyrodidaeOMB Bureau Code
- 005:18 - Agricultural Research Service
OMB Program Code
- 005:040 - National Research
ARS National Program Number
- 211
- 304
Pending citation
- No
Public Access Level
- Public