Published November 8, 2022
| Version 1.0
Software
Open
SMLFire1.0: a stochastic machine learning (SML) model for wildfire activity in the western United States
- 1. Lamont-Doherty Earth Observatory
- 2. University of California Los Angeles
- 3. Department of Earth and Environmental Sciences, Columbia University
- 4. Cary Institute of Ecosystem Studies
- 5. Department of Earth and Environmental Engineering, Columbia University
Description
Datasets and scripts to run the SMLFire1.0 fire model. Note that all the files generated by running the ML code are not uploaded and users should use the files generated in their local directories for plotting and further analysis.
Files
ml_grid_fire_frequency.ipynb
Files
(7.5 GB)
| Name | Size | Download all |
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md5:19f95ba89818085ce2d72fdb91285deb
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1.4 MB | Download |
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md5:c93d423a392a8bcf4340c8988f12e879
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3.7 GB | Download |
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md5:0256f59ece4c8bc2fc00a055ea543d3f
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3.7 GB | Download |
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md5:441e47a707f2d3c845417e3c56947b7d
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10.2 MB | Download |
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md5:d9c98dfd1f122db1765d082fa3c15d2e
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10.2 MB | Download |
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md5:2784bb6253b02680bb3b44852a1d9b54
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82.7 kB | Download |
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md5:bc067a0c7c8099dc46e8d8aab9f0b0fd
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329.0 kB | Download |
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md5:e2900c5f921490aa399f2628ec49cdfe
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1.6 MB | Preview Download |
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md5:55691cf03c3a985120d0f24357bc1be6
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1.8 MB | Preview Download |
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md5:62e6f6806098d1a2ccd6317ce94cb741
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9.0 MB | Preview Download |
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md5:02c342418f92a5449137334dbc313f83
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160.6 kB | Download |
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md5:f75d742756c54420a26ca438ce942eb0
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14.1 kB | Download |
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md5:24814b85067ea5b7b8f0e8eccfe7174e
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2.4 MB | Preview Download |
Additional details
Related works
- Is described by
- Preprint: 10.1002/essoar.10512545.1 (DOI)