CoolFace
Datasetpublic

lblommesteyn/papuan-climate-science-corpus

Papuan Climate Science Corpus Dataset Summary This dataset contains 500 records documenting climate science and environmental knowledge in two severely under-documented Papuan languages from Papua New Guinea, the most linguistically diverse country in the world. Covered Languages Language ISO Code Speakers Status Region Usan wnu ~1,400 Vulnerable Madang Province, PNG Yélî Dnye yle ~3,000 Vulnerable Rossel Island, PNG… See the full description on the dataset page: https://huggingface.co/datasets/lblommesteyn/papuan-climate-science-corpus.

sourceHugging Faceupdated 5mo agoView on Hugging Face
0likes8downloads
Dataset Card

Papuan Climate Science Corpus

Dataset Summary

This dataset contains 500 records documenting climate science and environmental knowledge in two severely under-documented Papuan languages from Papua New Guinea, the most linguistically diverse country in the world.

Covered Languages

LanguageISO CodeSpeakersStatusRegion
Usanwnu~1,400VulnerableMadang Province, PNG
Yélî Dnyeyle~3,000VulnerableRossel Island, PNG

Why This Dataset Matters

  • —Papua New Guinea has 800+ languages (12% of world's total)
  • —Most Papuan languages have zero digital documentation
  • —Climate knowledge in indigenous languages is disappearing as languages become endangered
  • —Usan and Yélî Dnye are among the least documented languages globally

Dataset Structure

ColumnTypeDescription
textstringPrimary text
translation_enstringEnglish translation
domainstringclimate_science
subdomainstringSpecific climate topic
languagestringwnu / yle / eng
iso_639_3stringISO 639-3 code
glottocodestringGlottolog reference
endangerment_statusstringUNESCO status
underserved_industryboolTrue
sourcestringSource reference
syntheticboolGenerated record

Use Cases

  • —Indigenous climate knowledge preservation
  • —Climate adaptation research in Papua New Guinea
  • —Computational linguistics for severely under-resourced languages
  • —Environmental policy development with local communities

License

CC0 1.0 Universal (Public Domain Dedication)