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zeekayandHanzo Dev
dced1dcfb9
Bylines, paper authorship, correspondence addresses and the founder blurb under each post named an individual. They name the organisation that published the work instead: the brand on posts and pages, the research byline on papers, and research@ in place of a personal address. Both are what these repositories already used elsewhere — nothing new was coined. Co-authors are untouched. Where a paper named someone else alongside, they stay named; only the one byline changed. Bibliography entries, running heads, PDF metadata and affiliations move with it, so a citation still resolves to whoever the cited paper names. Sample and fixture data uses the placeholder name these tests already use elsewhere, so no assertion changed meaning. Co-authored-by: Hanzo Dev <[email protected]>
93 lines
3.9 KiB
TeX
93 lines
3.9 KiB
TeX
\documentclass[11pt,a4paper]{article}
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\usepackage{shared/zoocover}
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% ============================================================
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% Preamble
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% ============================================================
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\usepackage[utf8]{inputenc}
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\usepackage[T1]{fontenc}
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\usepackage{lmodern}
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% geometry loaded by zoocover
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\usepackage{amsmath,amssymb,amsfonts}
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\usepackage{graphicx}
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\usepackage{booktabs}
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\usepackage{hyperref}
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\usepackage{cleveref}
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\usepackage{algorithm}
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\usepackage{algorithmic}
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\usepackage{enumitem}
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\usepackage{xcolor}
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\usepackage{tikz}
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\usetikzlibrary{shapes,arrows,positioning,fit}
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\usepackage{float}
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\usepackage{subcaption}
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\usepackage{multirow}
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\usepackage{tabularx}
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\usepackage{fancyhdr}
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\usepackage{authblk}
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\usepackage{abstract}
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\usepackage{natbib}
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\bibliographystyle{plainnat}
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\hypersetup{
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colorlinks=true,
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linkcolor=blue!70!black,
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citecolor=green!50!black,
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urlcolor=blue!80!black
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}
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\pagestyle{fancy}
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\fancyhf{}
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\rhead{Zoo Labs Foundation Research}
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\lhead{Zoo Data Commons}
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\rfoot{Page \thepage}
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% ============================================================
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\title{\textbf{Zoo Data Commons: A Decentralized Repository for Open Biodiversity Datasets} \\[0.5em]
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\large FAIR-Compliant Data Infrastructure with Provenance Tracking and Incentivized Curation}
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\author[1]{Zoo Labs Foundation Research}
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\affil[1]{Zoo Labs Foundation Research, Research Division \\ \texttt{[email protected]}}
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\date{July 2023}
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\begin{document}
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\zoocoverpage
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% ============================================================
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% Abstract
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% ============================================================
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\begin{abstract}
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\noindent
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Biodiversity data is fragmented across thousands of institutional repositories, government databases, citizen science platforms, and individual researcher collections, impeding the large-scale ecological analyses essential for conservation decision-making.
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We present the Zoo Data Commons (ZDC), a decentralized repository for open biodiversity datasets built on IPFS and the Zoo Network blockchain.
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ZDC introduces a novel \emph{Data Object Model} that wraps biodiversity datasets in cryptographically signed metadata envelopes conforming to the FAIR principles (Findable, Accessible, Interoperable, Reusable).
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Each data object carries an immutable provenance chain recording its complete transformation history from raw collection through processing, validation, and aggregation.
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We implement a three-tier access control system supporting open, permissioned, and sovereign data governance models, enabling indigenous communities and local stakeholders to maintain control over culturally sensitive ecological knowledge.
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A token-incentivized curation market rewards data contributors, validators, and annotators, aligning individual incentives with collective data quality improvement.
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Over 12 months of operation, ZDC has ingested 2.4 million biodiversity records across 14,200 species from 847 contributors, with a median data quality score 23\% higher than comparable centralized repositories.
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The platform has facilitated 312 cross-institutional data reuse events and supported 47 peer-reviewed publications.
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ZDC is specified as Zoo Improvement Proposal ZIP-009 and deployed as open infrastructure.
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\end{abstract}
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\vspace{0.5em}
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\noindent\textbf{Keywords:} biodiversity data, FAIR principles, decentralized storage, data provenance, IPFS, access control, open science
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% ============================================================
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% 1. Introduction
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% ============================================================
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\input{sections/01-introduction}
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\input{sections/02-related-work}
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\input{sections/03-fair-native-data-object-model}
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\input{sections/04-provenance-preserving-storage}
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\input{sections/05-sovereign-access-control}
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\input{sections/06-incentivized-curation-market}
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\input{sections/07-implementation}
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\input{sections/08-evaluation}
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\input{sections/09-discussion}
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\input{sections/99-conclusion}
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\end{document}
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