Name File Type Size Last Modified
Appendix_A.pdf application/pdf 194.3 KB 06/26/2026 11:28:AM
Data_Storage_Survey_Data_for_public_release_1.xlsx application/vnd.openxmlformats-officedocument.spreadsheetml.sheet 123.2 KB 06/26/2026 11:28:AM
Machine-readable_survey_response_data.csv text/csv 180.2 KB 06/26/2026 11:28:AM
adc_metadata.json application/json 24.2 KB 06/26/2026 02:19:PM
catalog_detail.html text/html 11.9 KB 06/26/2026 11:28:AM

Project Citation: 

US Department of Agriculture, and National Agricultural Library. Current and projected research data storage needs of Agricultural Research Service researchers in 2016. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2026-06-26. https://doi.org/10.3886/E250261V1

Project Description

Project Title:  View help for Project Title Current and projected research data storage needs of Agricultural Research Service researchers in 2016
Summary:  View help for Summary The USDA Agricultural Research Service (ARS) recently established SCINet , which consists of a shared high performance computing resource, Ceres, and the dedicated high-speed Internet2 network used to access Ceres. Current and potential SCINet users are using and generating very large datasets so SCINet needs to be provisioned with adequate data storage for their active computing. It is not designed to hold data beyond active research phases. At the same time, the National Agricultural Library has been developing the Ag Data Commons, a research data catalog and repository designed for public data release and professional data curation. Ag Data Commons needs to anticipate the size and nature of data it will be tasked with handling.

The ARS Web-enabled Databases Working Group, organized under the SCINet initiative, conducted a study to establish baseline data storage needs and practices, and to make projections that could inform future infrastructure design, purchases, and policies. The SCINet Web-enabled Databases Working Group helped develop the survey which is the basis for an internal report. While the report was for internal use, the survey and resulting data may be generally useful and are being released publicly.

From October 24 to November 8, 2016 we administered a 17-question survey (Appendix A) by emailing a Survey Monkey link to all ARS Research Leaders, intending to cover data storage needs of all 1,675 SY (Category 1 and Category 4) scientists. We designed the survey to accommodate either individual researcher responses or group responses. Research Leaders could decide, based on their unit's practices or their management preferences, whether to delegate response to a data management expert in their unit, to all members of their unit, or to themselves collate responses from their unit before reporting in the survey.

Larger storage ranges cover vastly different amounts of data so the implications here could be significant depending on whether the true amount is at the lower or higher end of the range. Therefore, we requested more detail from "Big Data users," those 47 respondents who indicated they had more than 10 to 100 TB or over 100 TB total current data (Q5). All other respondents are called "Small Data users." Because not all of these follow-up requests were successful, we used actual follow-up responses to estimate likely responses for those who did not respond.

We defined active data as data that would be used within the next six months. All other data would be considered inactive, or archival.

To calculate per person storage needs we used the high end of the reported range divided by 1 for an individual response, or by G, the number of individuals in a group response. For Big Data users we used the actual reported values or estimated likely values.


Resources in this dataset:

Resource Title: Appendix A: ARS data storage survey questions. File Name: Appendix A.pdfResource Description: The full list of questions asked with the possible responses. The survey was not administered using this PDF but the PDF was generated directly from the administered survey using the Print option under Design Survey. Asterisked questions were required. A list of Research Units and their associated codes was provided in a drop down not shown here. Resource Software Recommended: Adobe Acrobat,url: https://get.adobe.com/reader/

Resource Title: Appendix A: ARS data storage survey questions.

File Name: Appendix A.pdf

Resource Description: The full list of questions asked with the possible responses. The survey was not administered using this PDF but the PDF was generated directly from the administered survey using the Print option under Design Survey. Asterisked questions were required. A list of Research Units and their associated codes was provided in a drop down not shown here.

Resource Software Recommended: Adobe Acrobat,url: https://get.adobe.com/reader/

Resource Title: CSV of Responses from ARS Researcher Data Storage Survey. File Name: Machine-readable survey response data.csvResource Description: CSV file includes raw responses from the administered survey, as downloaded unfiltered from Survey Monkey, including incomplete responses. Also includes additional classification and calculations to support analysis. Individual email addresses and IP addresses have been removed. This information is that same data as in the Excel spreadsheet (also provided).

Resource Title: CSV of Responses from ARS Researcher Data Storage Survey.

File Name: Machine-readable survey response data.csv

Resource Description: CSV file includes raw responses from the administered survey, as downloaded unfiltered from Survey Monkey, including incomplete responses. Also includes additional classification and calculations to support analysis. Individual email addresses and IP addresses have been removed. This information is that same data as in the Excel spreadsheet (also provided).

Resource Title: Responses from ARS Researcher Data Storage Survey. File Name: Data Storage Survey Data for public release.xlsxResource Description: MS Excel worksheet that Includes raw responses from the administered survey, as downloaded unfiltered from Survey Monkey, including incomplete responses. Also includes additional classification and calculations to support analysis. Individual email addresses and IP addresses have been removed.Resource Software Recommended: Microsoft Excel,url: https://products.office.com/en-us/excel

Resource Title: Responses from ARS Researcher Data Storage Survey.

File Name: Data Storage Survey Data for public release.xlsx

Resource Description: MS Excel worksheet that Includes raw responses from the administered survey, as downloaded unfiltered from Survey Monkey, including incomplete responses. Also includes additional classification and calculations to support analysis. Individual email addresses and IP addresses have been removed.

Resource Software Recommended: Microsoft Excel,url: https://products.office.com/en-us/excel
Original Distribution URL:  View help for Original Distribution URL https://agdatacommons.nal.usda.gov/articles/dataset/Current_and_projected_research_data_storage_needs_of_Agricultural_Research_Service_researchers_in_2016/24660636

Scope of Project

Subject Terms:  View help for Subject Terms informatics; data science; NAL-KSD; data.gov; ARS
Time Period(s):  View help for Time Period(s) 10/1/2016 – 11/1/2016
Data Type(s):  View help for Data Type(s) survey data
Collection Notes:  View help for Collection Notes DOI: 10.15482/USDA.ADC/1346946 Citation: Parr, Cynthia (2017). Current and projected research data storage needs of Agricultural Research Service researchers in 2016. Ag Data Commons. https://doi.org/10.15482/USDA.ADC/1346946 (Downloaded 2026-06-26)


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