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Authoritative Dataset Registries

EthnoWeave is strictly evidence-first. Every botanical record, molecular structure, and bioactivity assay is traceable to peer-reviewed literature, digital object identifiers (DOIs), and public herbarium vouchers.

Dataset: Ethnobotanical Survey of Medicinal Plants Utilized by the People of Bhola District, Bangladesh
DOI: 10.5281/zenodo.18528943 • Version: 1.0 (Feb 8, 2026)
Primary Source Link
Formal Citation

Rabbi, R. H. (2026). Dataset: Ethnobotanical Survey of Medicinal Plants Utilized by the People of Bhola District, Bangladesh. Zenodo. DOI: 10.5281/zenodo.18528943

Licence & Re-use Terms
Not specified / permission required for reuse
Geographic & Taxonomic Scope
Bhola Island (7 Upazilas), coastal estuarine delta
Indexed Records
100 Informants • 39 Medicinal Species • 100 Survey Records
Attributed under scientific fair-dealing for non-commercial research. Proprietary commercial re-use strictly requires author permission.
REMP: A Comprehensive Image Dataset of Bangladeshi Medicinal Plants for Classification and Object Detection
DOI: 10.17632/hnwrxg8zm8.1 • Version: 1.0
Primary Source Link
Formal Citation

Rahman, M. et al. (2024). REMP Dataset. Mendeley Data, V1. DOI: 10.17632/hnwrxg8zm8.1

Licence & Re-use Terms
CC BY 4.0 (Creative Commons Attribution 4.0 International)
Geographic & Taxonomic Scope
National Botanical Garden (Mirpur, Dhaka) and Regional Herbarium Vouchers
Indexed Records
3,494 High-Resolution Leaf Images • 16 Botanical Classes
Curated for leaf morphological diagnostics and specimen authentication. Fully open access under CC BY 4.0.
GBIF Backbone Taxonomy (Checklist Dataset)
DOI: 10.15468/39omei • Version: 2023-08-28 Release
Primary Source Link
Formal Citation

GBIF Secretariat (2023). GBIF Backbone Taxonomy. Checklist dataset https://doi.org/10.15468/39omei

Licence & Re-use Terms
CC BY 4.0 (Creative Commons Attribution 4.0 International)
Geographic & Taxonomic Scope
Global Botanical Nomenclature & Taxonomic Entity Resolution
Indexed Records
Complete Vascular Plant Taxonomic Hierarchy (Phylum Tracheophyta)
Authoritative taxonomic checklist used to resolve synonyms, homotypic names, and map canonical identities against Kew POWO.
GBIF Occurrence Records: Tracheophyta of Bangladesh
DOI: GBIF Darwin Core Archive (Occurrence Download) • Version: 2026 Occurrence Release
Primary Source Link
Formal Citation

GBIF.org (2026). GBIF Occurrence Download for Bangladesh Tracheophyta. Global Biodiversity Information Facility. Aggregated records from Bangladesh National Herbarium (DACB), Kew (K), and research observations.

Licence & Re-use Terms
CC BY-NC 4.0 / CC0 1.0
Geographic & Taxonomic Scope
All 8 Administrative Divisions (Barishal, Chattogram, Dhaka, Khulna, Mymensingh, Rajshahi, Rangpur, Sylhet)
Indexed Records
Preserved Herbarium Specimens (DACB, K) & Documented Field Observations (20 Verified Records)
Separated from GBIF Taxonomic Backbone (10.15468/39omei). Subject to EthnoWeave server-side 10,000m metric grid generalization for endangered taxa to safeguard wild flora.
ChEMBL 34 Bioactivity Database
DOI: 10.6019/CHEMBL.database.34 • Version: ChEMBL 34
Primary Source Link
Formal Citation

Davies, M. et al. (2024). ChEMBL 34: A large-scale bioactivity database for drug discovery. Nucleic Acids Research.

Licence & Re-use Terms
CC BY-SA 3.0
Geographic & Taxonomic Scope
Experimental in vitro & in vivo binding assays and molecular targets
Indexed Records
2.4M+ Compounds • 15,000+ Targets • Curated Curated IC50 / EC50 / Ki metrics
Cross-referenced via UniProt Accessions, PubChem CIDs, and Canonical SMILES.
Red List of Bangladesh: Volume 5 Vascular Plants
DOI: IUCN Bangladesh National Assessment • Version: National Assessment
Primary Source Link
Formal Citation

IUCN Bangladesh (2015). Red List of Bangladesh: Volume 5, Plant Species. International Union for Conservation of Nature, Dhaka, Bangladesh.

Licence & Re-use Terms
Crown Copyright / Open Scientific Report
Geographic & Taxonomic Scope
National Vascular Flora of Bangladesh
Indexed Records
1,000+ Taxa Evaluated (CR, EN, VU, NT, LC)
Used to determine server-side geoprivacy triggers and harvest sustainability warnings.