Identifying Research Trends in SAR-Based Wetland Mapping and Monitoring Using Topic Modelling

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Authors: Kaline de Mello, Osmar Luiz, Porni Mollick, Richard A. Crabbe, Erica A. García, A.E. Richards, Yuei-An Liou
Cited by: 1

Abstract

This repository contains the datasets supporting the article “Identifying Research Trends in SAR-Based Wetland Mapping and Monitoring Using Topic Modelling”. The repository includes:(i) a dataset containing all analysed publications, including titles, abstracts, keywords, and the corresponding topic proportions assigned to each publication;(ii) a dataset listing the topics identified in the analysis and their associated terms; and(iii) a README file describing the content and structure of the files. These datasets were generated as part of a topic modelling analysis of SAR-based wetland literature, based on publications retrieved from Web of Science and Scopus. Original bibliographic records are subject to database licensing restrictions. Therefore, this repository provides the processed analytical dataset used in this study to ensure transparency and reproducibility of the results.

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
24 March 2026
Language
EN
Document type
Dataset