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Open Source Science

https://github.com/cjabradshaw/auschildhlthclim

Australia SA3-level analysis of relationship between child mortality/morbidity and climate conditions/air pollution

https://github.com/cjabradshaw/auschildhlthclim

Science Score: 13.0%

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    Low similarity (5.6%) to scientific vocabulary

Keywords

air-pollution apgar asthma australia birthweight boosted-regression-trees child-health child-mortality household-size income isothermality morbidity no2 pm25 pollution precipitation sa3 temperature
Last synced: 5 months ago · JSON representation

Repository

Australia SA3-level analysis of relationship between child mortality/morbidity and climate conditions/air pollution

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air-pollution apgar asthma australia birthweight boosted-regression-trees child-health child-mortality household-size income isothermality morbidity no2 pm25 pollution precipitation sa3 temperature
Created over 2 years ago · Last pushed about 1 year ago
Metadata Files
Readme License

README.md

Child health versus climate/air pollution in Australia

Australia SA3-level analysis of relationship between child mortality/morbidity and climate conditions minimum temperature of the coldest month

Prof Corey J. A. Bradshaw
Global Ecology | Partuyarta Ngadluku Wardli Kuu, Flinders University, Adelaide, Australia
September 2023
e-mail

Scripts

  • SA3climateChildHealth.R: R code to reproduce the resampled boosted regression tree analysis for determining the relationships between child-health metrics, climate, and air pollution at the scale of Statistical Area Level 3 (SA3).

Data

Required R libraries

  • dismo
  • gbm
  • mice
  • boot
  • truncnorm

Flinders University   GEL     UWA     TKI     Future Child Health

Owner

  • Name: Corey Bradshaw
  • Login: cjabradshaw
  • Kind: user
  • Location: Adelaide, South Australia
  • Company: Flinders University

Matthew Flinders Professor of Global Ecology @GlobalEcologyFlinders @CABAH

GitHub Events

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Last synced: about 2 years ago

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  • Commits: 64
  • Committers: 1
  • Avg Commits per committer: 64.0
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Corey Bradshaw c****w@g****m 64

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