meander

Code for establishing relationship between meander-wavelength/sinuosity's and discharge using GFAS and academic datasets.

Scripts

A script can be run, stand-alone. These files accomplish one, specific task that I probably won't repeat or adapt in any intensive way.

copernicus_data_extraction.py : A script for reading the 300GB of discharge files pulled from the Copernicus CDS website and performing basic data analytics on it. This computationally intensive script currently produces a file that includes 40 year mean, max, and minima for every lat/lon point. https://cds.climate.copernicus.eu/cdsapp#!/dataset/cems-glofas-historical?tab=form

Packages are collections of methods that I expect to use repeatedly. These can't be run standalone.

data_methods.py : methods for extracting and formatting data
vis_methods.py : methods for visualizing data. Relies heavily on matplotlib and cartopy

Jupyter notebooks are scripts with formatted text and figures included.

example_notebook.ipynb : A notebook showing how to generate and perform basic analytics and visualizations on the MS_segments_averaged.xlsx file.
Analysis on River Segments.ipynb : A notebook relating hand-measured meander wavelengths (by Char/Brynn) and discharges calculated from GLOFAS
fix_nn.ipynb : A notebook comparing simple, old nearest-neighbors method with new, grid-search nearest neighbors method
rec_int.ipynb : A Jupyter notebook calculating relationships to recurrence intervals

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
.ipynb_checkpoints		.ipynb_checkpoints
__pycache__		__pycache__
Analysis on River Segments.ipynb		Analysis on River Segments.ipynb
Error Analysis for Meander.ipynb		Error Analysis for Meander.ipynb
README.md		README.md
cesm-Copy1.ipynb		cesm-Copy1.ipynb
cesm.ipynb		cesm.ipynb
copernicus_data_extraction.py		copernicus_data_extraction.py
data_methods.py		data_methods.py
example_notebook.ipynb		example_notebook.ipynb
fix_nn.ipynb		fix_nn.ipynb
linreg_final.ipynb		linreg_final.ipynb
rec_int.ipynb		rec_int.ipynb
vis_methods.py		vis_methods.py
write cesm csv.ipynb		write cesm csv.ipynb