This repo hosts a site https://vinnyinverso.github.io/earthdata-research/ which showcases analyses performed on a corpus of research publications which reference ESODIS datasets.
Contains the main listing of all research articles in the corpus, along with the datasets that they reference.
Contains aggregate counts of clusters that were obtained by analyzing article abstracts (using BERTopic https://github.com/MaartenGr/BERTopic).
Contains geocoded locations that were extracted from research articles using spaCy (https://spacy.io/) and OpenStreetMap (https://www.openstreetmap.org).
Contains a list of publication DOI's, along with a column specifying whether the publication comes from an open access journal.
Vincent Inverso (Goddard Space Flight Center)
Christopher Lynnes (Goddard Space Flight Center)
Irina Gerasimov and Dave Meyer (GES DISC DAAC)
Wade Albright (Alaska Satellite Facility DAAC)
Chris Torbert and Danielle Golon (The Land Processes DAAC)
Suresh Vannan and Ed Armstrong (The Physical Oceanography DAAC)
Bruce Wilson (Oak Ridge National Laboratory DAAC)
The Semantic Scholar Open Research Corpus (https://github.com/allenai/s2orc, DOI=10.18653/v1/2020.acl-main.447)
Astrophysics Data System (https://ui.adsabs.harvard.edu/help/api/)