mirror of
https://github.com/zoo-apps/papers.git
synced 2026-10-30 14:56:54 +00:00
38 lines
2.5 KiB
TeX
38 lines
2.5 KiB
TeX
\section{Related Work}
|
|
|
|
\label{sec:related}
|
|
|
|
\subsection{Biodiversity Data Infrastructure}
|
|
|
|
The global biodiversity data landscape comprises several major platforms.
|
|
GBIF provides a centralized index of species occurrence records with standardized Darwin Core format \citep{wieczorek2012darwin}.
|
|
The Integrated Digitized Biocollections (iDigBio) focuses on museum specimen digitization \citep{nelson2019digitization}.
|
|
OBIS (Ocean Biogeographic Information System) specializes in marine biodiversity data \citep{grassle2000ocean}.
|
|
GenBank and BOLD provide genetic sequence repositories \citep{benson2018genbank}.
|
|
|
|
These platforms operate as centralized aggregators: data providers push records to central servers that maintain authoritative copies.
|
|
This architecture creates well-known problems of data staleness, attribution erosion, and governance concentration \citep{arinoetal2013}.
|
|
|
|
\subsection{FAIR Data Principles}
|
|
|
|
The FAIR principles have become the de facto standard for scientific data management \citep{wilkinson2016fair}.
|
|
Implementation frameworks include FAIRsFAIR metrics \citep{devaraju2021fairsfair}, GO-FAIR implementation networks, and FAIR Digital Object architectures \citep{schultes2019fair}.
|
|
However, most FAIR implementations are retrospective assessments of existing data rather than architecturally enforced properties.
|
|
|
|
\subsection{Decentralized Data Systems}
|
|
|
|
IPFS (InterPlanetary File System) provides content-addressed storage with deduplication and peer-to-peer distribution \citep{benet2014ipfs}.
|
|
Filecoin extends IPFS with economic incentives for persistent storage \citep{protocol2017filecoin}.
|
|
Ocean Protocol implements a decentralized data marketplace with compute-to-data capabilities \citep{mcconaghy2020ocean}.
|
|
\citet{ramachandran2018trinity} proposed blockchain-based data provenance for healthcare, demonstrating the pattern we extend to biodiversity data.
|
|
|
|
\subsection{Indigenous Data Sovereignty}
|
|
|
|
The CARE Principles for Indigenous Data Governance (Collective Benefit, Authority to Control, Responsibility, Ethics) complement FAIR by centering the rights and interests of indigenous peoples in data management \citep{carroll2020care}.
|
|
Traditional Knowledge (TK) labels provide a mechanism for indigenous communities to express culturally appropriate access conditions \citep{anderson2010tk}.
|
|
ZDC's sovereign access tier directly implements these principles.
|
|
|
|
% ============================================================
|
|
% 3. Data Object Model
|
|
% ============================================================
|