1
Overview
Acknowledgements
I Dataset details
2
Metadata
2.1
Component datasets
2.1.1
Bushfire_specific_PM25_Aus_2001_2020_v1_3
2.1.2
Bushfire_specific_PM25_Aus_2020_2023_v1_3
2.2
Data dictionary
3
Dataset licencing
3.1
Data sharing and co-authorship policy
3.2
Applying for data access
4
Methodology
4.1
PM
2.5
estimation
4.2
Seasonal Decomposition model summary
4.3
Flags
5
Caveats
5.1
Missing data
5.2
Negative predicted PM
2.5
values
5.3
Infilled data
5.4
Artefacts
6
User guide
6.1
Demo
R
code
6.1.1
Read metadata with
ncdf4
6.1.2
Read data with
terra
6.1.3
Read data with
stars
6.2
GIS software
6.3
Previous workshops
II Context
7
Motivation
8
STL decomposition
8.1
Quantification of bushfire-specific PM
2.5
9
Flags
9.1
Usage
III Case studies
10
CART model
11
Identifying extreme PM
2.5
events
12
Exceptional PM
2.5
events
Bushfire-specific PM
2.5
V1.3 data (Last edited on 2025-07-02)
11
Identifying extreme PM
2.5
events
As described in
dataset paper
.
TODO