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"
Listed in ScienceDB
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.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.012rm ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Medicine & Health · Social Science
- Inferred from text
- Epidemiology 71%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.012rm | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:4202 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (71%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |