Modelling Bushfire Severity and Predicting Future Trends in Australia
收藏DataCite Commons2026-03-02 更新2026-03-29 收录
下载链接：
https://acquire.cqu.edu.au/articles/dataset/Modelling_Bushfire_Severity_and_Predicting_Future_Trends_in_Australia/31449037/1
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资源简介：
The Modelling Bushfire Severity and Predicting Future Trends in Australia dataset is a multi-source geospatial dataset developed to analyse bushfire severity across Australia from 2012 to 2023. It integrates Landsat 5, 7, and 8 satellite imagery with NASA FIRMS fire data, along with derived spectral indices such as NDVI, NBR, and dNBR. The dataset also incorporates topographical features (elevation, slope, TPI) and climatic variables (temperature, precipitation, soil moisture) to support predictive modelling. The final GeoTIFF dataset enables large-scale fire severity mapping and machine learning-based bushfire trend prediction across diverse Australian ecosystems.
提供机构：
CQUniversity
创建时间：
2026-03-02
