pronađeno 107 skupova podataka

Simplified stream assessment scoring system designed for community participation in water quality monitoring. The mobile app incorporates AI-assisted macroinvertebrate...

South Africa's long-term environmental observation data repository operated by the National Research Foundation. Supports multiple metadata standards, integrates with GEOSS, and...

Comprehensive guide to GBIF's 50+ data quality flags applied during data ingestion. Explains taxonomic, spatial, and temporal flags, their severity levels, and how to interpret...

Official rOpenSci R package for programmatic access to GBIF data. Enables reproducible data download, taxonomic name resolution, and occurrence data retrieval. The primary tool...

Landmark publication in Scientific Data defining the FAIR principles: Findable, Accessible, Interoperable, Reusable. Over 10,000 citations. The foundational framework for modern...

rOpenSci R package for automated flagging of common spatial errors in biological collection data. Detects zero coordinates, coordinate-country mismatches, centroid assignments,...

Peer-reviewed R package (Methods in Ecology and Evolution, 2022) providing five integrated modules for biodiversity data cleaning: dataset merging, pre-filtering, taxonomic...

Official documentation of GBIF's data ingestion and processing pipeline. Describes how occurrence data is interpreted, indexed, and quality-flagged through automated validation,...

Comprehensive GBIF publication on data cleaning methods for primary species and occurrence data. Covers taxonomic, geographic, and temporal data cleaning approaches from...

Foundational GBIF publication on data quality concepts for primary species occurrence data. Covers accuracy, precision, completeness, consistency, and timeliness dimensions....

Comprehensive guide produced by GBIF (authors: Lento & Schmidt-Kloiber) specifically for publishing freshwater biodiversity data to the GBIF network. Covers the unique...

Portal for South Africa's GBIF Voting Node, operated by the South African National Biodiversity Institute (SANBI) through the South African Biodiversity Information Facility...

GBIF's curated training resources for using OpenRefine to clean and transform biodiversity data before publishing. OpenRefine is a free, open-source tool that works locally (no...

Comprehensive GBIF Secretariat publication providing best practices for georeferencing biological occurrence data. Covers theoretical foundations of georeferencing, the point-...

GBIF's comprehensive guide to understanding and creating Darwin Core Archives (DwC-A), the standard exchange format for biodiversity data. Explains the star schema architecture:...

Official specification for the Ecological Metadata Language (EML) version 2.2.0, a comprehensive XML vocabulary designed specifically for documenting ecological and...

Official GBIF documentation on data quality requirements for publishing occurrence, checklist, and sampling-event datasets. Describes over 50 automated data quality flags that...

Official manual for the GBIF Integrated Publishing Toolkit (IPT), the free, open-source Java application used to publish biodiversity datasets to the GBIF network. Covers...

Foundational peer-reviewed paper describing the Darwin Core standard's history, design principles, community governance model, and practical applications. Traces DwC's evolution...

Official TDWG quick reference for all currently recommended Darwin Core terms. Lists each term with its identifier (URI), label, definition, comments, and examples, organised by...