crevasse_propagation
thermo-visco-elastic model for slow crevasse propagation adapted from Poinar et al., 2017
Science Score: 28.0%
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Repository
thermo-visco-elastic model for slow crevasse propagation adapted from Poinar et al., 2017
Basic Info
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- Stars: 7
- Watchers: 3
- Forks: 0
- Open Issues: 5
- Releases: 0
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Metadata Files
README.md
CrevProp: A crevasse propagation model
Description
A thermo-visco-elastic modoel for hydraulically driven crevasse propagation through cold ice. This model was originally created by Kristin Poinar (Poinar et al., 2017), written in MatLab. The Python implementation was initially created by jzmejia Aug 2021. This repo contains the python implementaion of crevprop which includes added functionality, project restructuring, and additional/expanded equations.
Usage
```python import pandas as pd from crevprop.iceblock import IceBlock
initialize model geometry for a domain with an ice thickness
of 1000 m and vertical resolution (dz spacing) of 1 m.
df = pd.readcsv('temperatureprofile.csv') creepdf = pd.readcsv('creepdeformationfile_name.csv', names=['t','z'])
ib=IceBlock(1000, 1, dt=1, yearstorun=2, thermalfreq=10, crevspacing=30, usurf=200, Tprofile=df, sigmaT0=120e3, creeptable=creepdf, includecreep=True, Qinannual=5000, shear_modulus=0.1e9 ) ```
Important
This model is currently under development and is not ready for public use. Module is currently unstable and we can not guarantee the validity of results or functionality until version 1 release.
Model Overview
iceblock.py - main container user interfaces with to run model, spin up domain, and evolve through time.
temperature_field.py - Thermal model for iceblock, manages and calculates changing ice temperatures, crevasse refreezing.
crevassefield.py - Main container managing crevasse field geometry and crevasse instances for each crevasse in domain.
crevasse.py - Crevasse object implementing crevasse evolution and fracture mechanics to evolve crevasses through time.
fracture.py - Individual functions for linear elastic fracture mechanics. Called by Crevasse. Stand alone use.
physical_constants.py - Utilities, called by other files.
Model Parameters
Note: This content will be moved to the documentation and removed from
the README.md.
Model parameters to navigate the equations used in crevasse_propagation
within relevant literature (e.g., Poinar et al., 2017; Van der Veen 2007;
Weertman 1964, 1983, 1996).
| parameter | | module | units |
| ------------------------- | ------------- | -------------- | ----- |
| Ice thickness | H | ice_thickness| m |
| Crevase spacing | R | crev_spacing | m |
| Water depth in crevasse | w | water_depth | m |
| Longitudinal stress | $\sigma {y}$ | sigmaT0 | kPa | |
| Shear modulus | $\mu$ | `shearmodulus,mu| 0.07-3.9 GPa |
| Water flux | Q |Qin| m $^{2}$ per timestep |
| Water flux initialization | |Qinannual` | m $^{2}$ a $^{-1}$ |
| Fracture toughness of ice | $K{IC}$ | fracture_toughness | Pa m $^{0.5}$ |
Comparison with notation used in the literature
Comparison between Weertman (1964, 1983, 1996), van der veen 2007, and Poinar 2017.
| parameter | 1964 | 1983 | 1996 |van der veen| poinar | | ------------------------------ | :------: | :----: | :-------: | :---------:| :----: | | ice thickness | | | | H | H | | variable depth | | | y | b | z | | crevasse depth | | L | L | d | d | | depth to water surface | | | - $yo$ | a | w | | height of water column | | | | d-a | | | average tensile stress | | T |$\sigma _A$|$R{xx}$|$\sigma$| | tensile stress $^1$ |$\tau (x)$|$\sigma {xx}(y)$|$\sigma _T$|$\sigma{xx}$|$\sigma'y$| | compressive hydrostatic stress | | |$\sigmaC$ | $L$ | | | shear modulus | | $\mu$ | G | |$\mu$ | | constant | $\alpha$ | |$\alpha i$| | | | stress intensity factor | | | $K$ | | | | K at crack tip | | | $KI$ | | | | critical K for ice | | | $K{gc}$ | | KIC| | net Burgers vector | | | $bT$ | | | | crevasse opening displacement | | | $D(y)$ | |e(d,z)| | crevasse width | | | | |W(z)|
$^1$ deviatoric stress in the crevasse opening direction (first principal stress)
Owner
- Name: Jessica Mejia
- Login: jzmejia
- Kind: user
- Location: Buffalo, NY
- Company: University at Buffalo
- Website: jessicamejia.xyz
- Twitter: moulinology
- Repositories: 15
- Profile: https://github.com/jzmejia
Postdoctoral researcher studying glacial hydrology and ice dynamics. Concentration in data processing and analysis with some light modeling.
Citation (CITATION.rst)
Citing CrevProp
--------------
There is not a citation yet specifically for this Python version of the model, but there is a paper for the original work done in MatLab. If you use this code, please help our scientific visibility by citing this work.
Poinar, K., Joughin, I., Lilien, D., Brucker, L., Kehrl, L., & Nowicki, S. (2017). Drainage of southeast Greenland firn aquifer water through crevasses to the bed. Frontiers in Earth Science, 5. https://doi.org/10.3389/feart.2017.00005
BibTex:
.. code::
@article{poinar2017
title = {Drainage of southeast Greenland firn aquifer water through crevasses to the bed},
author = {Poinar, Kristin and Joughin, Ian and Lilien, David and Brucker, Ludovic and Kehrl, Laura and Nowicki, Sophie},
doi = {10.3389/feart.2017.00005},
journal = {Frontiers in Earth Science},
month = {feb},
volume = {5},
year = {2017}
}
GitHub Events
Total
Last Year
Committers
Last synced: about 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Jessica Mejia | j****0@g****m | 135 |
| Jessica Mejia | j****s@i****m | 6 |
| Jessica Mejia | j****0@g****m | 6 |
| Jessica Mejia | j****a@m****u | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: about 2 years ago
All Time
- Total issues: 11
- Total pull requests: 95
- Average time to close issues: 5 months
- Average time to close pull requests: 1 minute
- Total issue authors: 1
- Total pull request authors: 1
- Average comments per issue: 0.36
- Average comments per pull request: 0.06
- Merged pull requests: 94
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 4
- Pull requests: 45
- Average time to close issues: 1 minute
- Average time to close pull requests: 1 minute
- Issue authors: 1
- Pull request authors: 1
- Average comments per issue: 0.5
- Average comments per pull request: 0.04
- Merged pull requests: 45
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- jzmejia (11)
Pull Request Authors
- jzmejia (97)
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Dependencies
- numpy ==1.21.2
- numpydoc ==1.4.0
- pandas ==1.3.3
- scipy ==1.7.1
- sphinx ==5.0.2
- sphinx-material ==0.0.35
- numpy *
- pandas *
- scipy *
- numpy ==1.21.2
- numpydoc ==1.4.0
- pandas ==1.3.3
- scipy ==1.7.1
- sphinx ==5.0.2
- sphinx-material ==0.0.35
- numpydoc 1.4.0
- sphink-material 0.0.35
- sphinx 5.0.2