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Data and analysis pipeline for "Identifying Research Gaps and Directions from Published Literature: A Bibliometric and Thematic Synthesis of Utah Lake and Great Salt Lake Research
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| Type: | Resource | |
| Storage: | The size of this resource is 78.1 MB | |
| Created: | May 26, 2026 at 4:56 p.m. (UTC) | |
| Last updated: | Jul 31, 2026 at 7:50 p.m. (UTC) | |
| Citation: | See how to cite this resource | |
| Content types: | CSV Content |
| Sharing Status: | Public |
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| Views: | 277 |
| Downloads: | 153 |
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Abstract
Companion data deposit for Williams (2026, Limnology and Oceanography, in review). Contains the deduplicated bibliometric corpus (1,470 records from Web of Science, Scopus, and ProQuest; abstract text omitted per publisher terms), the curated per-cluster outputs that back every numeric finding in the manuscript (S1-S8 supplementary tables, network metrics, LDA topic-modeling results, AI-assisted thematic annotations), per-cluster evidence bundle, VOSviewer-format network exports, and a snapshot of the R analysis pipeline. See the top-level README.md and per-subdirectory READMEs for column-level metadata and the "Not runnable as written" notes on the code snapshot.
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Related Resources
| This resource has been replaced by a newer version | Williams, G. (2026). Data and analysis pipeline for "Identifying Research Gaps and Directions from Published Literature: A Bibliometric and Thematic Synthesis of Utah Lake and Great Salt Lake Research, HydroShare, http://www.hydroshare.org/resource/1efc16e179214b3890fad18a7b5c5e1f |
Credits
Funding Agencies
This resource was created using funding from the following sources:
| Agency Name | Award Title | Award Number |
|---|---|---|
| Wasatch Front Water Quality Council | N/A | N/A |
How to Cite
This resource is shared under the Creative Commons Attribution CC BY.
http://creativecommons.org/licenses/by/4.0/
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