Abstract The National Microbiome Data Collaborative (NMDC) Data Portal (https://data.
microbiomedata. org) supports microbiome multi-omics data exploration and access through …

The genomes of thousands of individuals are profiled within Dutch healthcare and research
each year. However, this valuable genomic data, associated clinical data and consent are …

The majority of geochemical and cosmochemical research is based upon observations and,
in particular, upon the acquisition, processing and interpretation of analytical data from …

Research can be more transparent and collaborative by using Findable, Accessible,
Interoperable, and Reusable (FAIR) principles to publish Earth and environmental science …

Data standardization combined with descriptive metadata facilitate data reuse, which is the
ultimate goal of the Findable, Accessible, Interoperable, and Reusable (FAIR) principles …

Persistent unique identifiers (PID) are a critical element in digital research data infrastructure
to unambiguously identify, locate, and cite digital representations of a growing range of …

Nucleotide sequences reference collections or databases are fundamental components in
DNA barcoding and metabarcoding data analyses pipelines. In such analyses, the accurate …

Biobanks are curated collections of biological samples that are preserved at the molecular
level, usually frozen, along with associated data, and managed to high scientific standards …

Persistent identifiers (PID) to identify digital representations of physical specimens in natural
science collections (ie, digital specimens) unambiguously and uniquely on the Internet are …

DNA/RNA-stable isotope probing (SIP) is a powerful tool to link in situ microbial activity to
sequencing data. Every SIP dataset captures distinct information about microbial community …