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Data · dataset · 2026

Code and Aggregate Data for "Resurging Human Brucellosis despite Strengthened Control in a Semi-Arid Pastoral County of Xinjiang, China: Disentangling Case Detection from Transmission and Identifying Cost-Saving One Health Interventions"

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Description

This dataset contains all materials required to reproduce the study "Resurging Human Brucellosis despite Strengthened Control in a Semi-Arid Pastoral County of Xinjiang, China: Disentangling Case Detection from Transmission and Identifying Cost-Saving One Health Interventions." It comprises: (1) de-identified aggregate data — monthly and annual (2016–2023) admission counts for human brucellosis from the county-designated referral hospital (June 2014–June 2024) and township-level case distribution (townships pseudonymized with letter codes A–O); (2) Python source code — a deterministic sheep–environment–human compartmental transmission model, an approximate Bayesian computation (ABC) calibration routine, 10-year projections of eight intervention scenarios (S0–S7) with a double-ledger (human plus livestock) economic evaluation, and scripts reproducing Figures 1–4; (3) model outputs — posterior parameter draws, scenario comparison results, and all figures.

Individual-level hospital records are not included, in compliance with Chinese infectious-disease data regulations, and the county identity is anonymized as in the manuscript. Requirements: Python 3.9+ with NumPy, SciPy, pandas, and matplotlib. To reproduce all results, run run_calibration.py, run_scenarios.py, and make_figures.py in sequence from the src/ directory; the full pipeline takes approximately 1–2 minutes.

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Catalogue records · 1

Topics

Inferred from text
Epidemiology 71%
Provenance · 1 source records, 13 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.012rm9 d agoJSON v1
FieldAssertionExtractorEvidence
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concepts[field].anzsrc:group:4202enrichment · scidb cntaxonomy-embedding@1.0.0title+keywords+description (71%)
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:economics-financemapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:medicine-healthmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
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titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title