CGIAR/usda-nal-ai-documents-en

GAIA / GARDIAN-CIGI Agricultural Research Corpus

This dataset contains 22,529 agricultural research documents extracted from the GARDIAN repository and processed through the CIGI pipeline.

Dataset Overview

Property	Value
Total Documents	22,529
Total Size	89.42 MB
Total Tokens	5,227,798
Total Pages	0
Languages	1
Unique Keywords	46,728
Resource Types	1
Date Generated	2026-07-16 08:32:49

Language Distribution

Language	Count	Percentage
English	22529	100.0%

Top Keywords

science, agriculture, academic, grobid, rag, cgiar, multilingual, documents, research, food-security, climate-adaptation, genes, models, leaves, cultivars, species, soil, humans, pathogens, corn, temperature, phenotype, gene expression, genomics, nitrogen

Resource Types

Type	Count
Scientific Publication	22529

Publication Years

2019 (3432), 2018 (2742), 2024 (2337), 2020 (1849), 2017 (1657), 2025 (1441), 2023 (1247), 2016 (1246), 2021 (1215), 2022 (939)

Rights

Per-document licensing varies. Distribution of metadata.rights:

Rights	Docs	Share
N/A	13219	58.7%
CC-BY	6953	30.9%
CC-BY-NC-ND	1465	6.5%
CC-BY-NC	686	3.0%
CC0	161	0.7%
CC-BY-NC-SA	35	0.2%
OGL-UK	8	0.0%
CC-BY-ND	2	0.0%

Rights are heterogeneous. The repo-level cc-by-4.0 tag reflects the curation of the collection, not a uniform document license. Always check the per-document metadata.rights field (and the source at metadata.url) before redistributing or using individual documents commercially.

Document JSON Schema

{
  "metadata": {
    "gardian_id": "string",
    "source": "string",
    "url": "string",
    "description": "string",
    "id": "string",
    "title": "string",
    "language": "string",
    "resource_type": "string",
    "release_year": "string",
    "rights": "string",
    "dataNODE_id": "string",
    "keywords": [ "string" ],
    "geography": {
      "regions": [],
      "countries": []
    }
  },
  "keywords": "null",
  "sieverID": "string",
  "pagecount": "string",
  "content": "string",
  "tokenCount": "string",
  "images": [],
  "tables": []
}

License

This dataset is released under CC-BY-4.0.

Acknowledgements

This dataset was developed for the Generative AI for Agriculture (GAIA) project, funded by the Gates Foundation and UK International Development (FCDO), in collaboration between CGIAR and SCiO.

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Generated automatically on 2026-07-16 08:32:49 Source directory: ./sieveroutputusda