Author Identifiers
Jarrad McKercher
https://orcid.org/0000-0003-1416-5677
David Blake
https://orcid.org/0000-0003-3747-2960
Eddie van Etten
Publication Date
2023
Document Type
Dataset
Publisher
Edith Cowan University
School or Research Centre
Centre for People, Place and Planet
Description
This data set contains all Spectral Indices created using Google Earth Engine through Google Collaborate. 16 Spectral Indices were created that utilise different image collection and pixel value parameters to map the burn severity of the 2021 Wooroloo Bushfire.
DOI
10.25958/7bwg-kn79
Research Activity Title
Accuracy of spectral indices assessing fire severity utilizing maximum and minimum pixel values
Research Activity Description
16 Spectral Indices were created that utilise different image collection and pixel value parameters to map the burn severity of the 2021 Wooroloo Bushfire.
Methodology
Calculation of Spectral Indices via remote sensing of the earths reflectance and accessing Google Earth Engine through Google Collaborate.
Start of data collection time period
2023
End of data collection time period
2023
Research Project Links
Accuracy of spectral indices assessing fire severity of the Wooroloo bushfire 2021 utilizing maximum and minimum pixel values - GitHub code repository
Language
Eng
Codes
Python, Jupyter Notebook, Java, R-script
File Format(s)
R file, .xlsx, .csv, .jpeg
Viewing Instructions
GIS, R-Studio
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.
Contact
j.mckercher@ecu.eu.au
Citation
McKercher, J., Blake, D., & van Etten, E. (2023). Accuracy of spectral indices assessing fire severity utilizing maximum and minimum pixel values. Edith Cowan University. https://doi.org/10.25958/7bwg-kn79
Accuracy of spectral indices assessing fire severity_RFC_ORem.csv (31 kB)
Accuracy of spectral indices assessing fire severity_SI_&_Field_Values.csv (36 kB)
Accuracy of spectral indices assessing fire severity_WF_Burn_Sev_si.csv (44 kB)
Accuracy of spectral indices assessing fire severity_RF RBR Classified Fire Scar_2_Jarrad MCKERCHER.jpeg (3955 kB)