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Wildfire-related publications (1980-2022) - MaRDI portal

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Wildfire-related publications (1980-2022)

From MaRDI portal



DOI10.5281/zenodo.10811211Zenodo10811211MaRDI QIDQ6694799

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 13 March 2024

Copyright license: No records found.



Description

The CSV file contains all 60,488 publications that are related with wildfire studies. 54 columns are contained and can be summarized into 4 categories: Columns (authors,ISBN, abstract, doi, type,title, journal, dates, affiliations) are accessed directly from the Web of Science (WOS) bibliographic database. Columns that start with "token_" are the consumed time of LLM responses (in this paper, gpt-3.5-turbo that was updated on 13th Feb 2023) Columns (study_area,study_period) are the interpreted or geoparsed results by LLM. Columns that start with "main_" are the selected topics in Fig. 1. Those start with "sub_" are the sub-topics. The results are marked by 1 (true) or 0 (false). Columns that start with "ignition_type_" are the interpreted results pertaining to different sources of ignitions. The results are marked by 1 (true) or 0 (false). Columns that start with "paradigms_" are the interpreted results pertaining to different aspects of wildfire study paradigms. The results are marked by 1 (true) or 0 (false). The code is written in Python and shows the process of interactions with gpt models. The data for the main text figures are uploaded to this repository: Wildfire-related publications (1980-2022) associated main figure data (zenodo.org)






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