GitHub - janmandel/hawaii-fire: Taylor Spears, "Modeling Fire Risk in Hawai’i Using Satellite, Atmospheric and Geographic Data", MS Project, University of Colorado Denver, 2024

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Taylor Spears, "Modeling Fire Risk in Hawai’i Using Satellite, Atmospheric and Geographic Data", MS Project, University of Colorado Denver, 2024

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Name		Name	Last commit message	Last commit date
Latest commit History 234 Commits
comp		comp
run		run
.gitignore		.gitignore
LICENSE		LICENSE
NFDRS_Structure_(flow_map).png		NFDRS_Structure_(flow_map).png
README.txt		README.txt
SimpleModel(w Xgboost).ipynb		SimpleModel(w Xgboost).ipynb
SimpleModel.ipynb		SimpleModel.ipynb
conda_env.sh		conda_env.sh
create_netcdf_with_row_col_and_mask.ipynb		create_netcdf_with_row_col_and_mask.ipynb
create_netcdf_with_row_col_and_mask_test.ipynb		create_netcdf_with_row_col_and_mask_test.ipynb
crossentropy.tex		crossentropy.tex
dnn_model.py		dnn_model.py
hi-fire.yml		hi-fire.yml
hrrr-all.sh		hrrr-all.sh
hrrr-hawaii.txt		hrrr-hawaii.txt
logistic_regression.tex		logistic_regression.tex
lonlat_interp.py		lonlat_interp.py
ml_env.yml		ml_env.yml
ml_sample.sh		ml_sample.sh
ml_sample_g_test.sh		ml_sample_g_test.sh
ml_sample_generator.py		ml_sample_generator.py
model_vis.py		model_vis.py
proc_data_stats.py		proc_data_stats.py
proccessed_data_debug.py		proccessed_data_debug.py
read_ml_data.ipynb		read_ml_data.ipynb
record_extraction.py		record_extraction.py
references notes.txt		references notes.txt
saveload.py		saveload.py
test_crs.py		test_crs.py
test_full.py		test_full.py
test_pyproj.py		test_pyproj.py
test_rasterio.py		test_rasterio.py
test_topo.py		test_topo.py
test_topo_gdal.py		test_topo_gdal.py
test_topo_gdal_para.py		test_topo_gdal_para.py
test_transformation.py		test_transformation.py
test_transformer.py		test_transformer.py
transformer_proj_test.py		transformer_proj_test.py
visualizing_veg_topo_atmo.ipynb		visualizing_veg_topo_atmo.ipynb

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### DOCUMENTATION (In Progress) ###

To run the data visualization (visualizing_veg_topo_atmo.ipynb) requires the packages defined by the conda environment (hi-fire.yml).

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Cool stuff
Neat stuff
Slick stuff
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