smrt

Snow Microwave Radiative Transfer model to compute thermal emission and backscatter from snowpack

https://github.com/smrt-model/smrt

Science Score: 36.0%

This score indicates how likely this project is to be science-related based on various indicators:

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CITATION.cff file
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codemeta.json file
Found codemeta.json file
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.zenodo.json file
Found .zenodo.json file
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DOI references
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Academic publication links
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Committers with academic emails
5 of 14 committers (35.7%) from academic institutions
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (12.7%) to scientific vocabulary

Keywords

microwave modeling snow

Keywords from Contributors

projection interactive serializer cycles packaging charts network-simulation archival shellcodes hacking

Last synced: 9 months ago · JSON representation

Repository

Snow Microwave Radiative Transfer model to compute thermal emission and backscatter from snowpack

Basic Info

Host: GitHub
Owner: smrt-model
License: other
Language: Python
Default Branch: master
Homepage:
Size: 1.49 MB

Statistics

Stars: 61
Watchers: 19
Forks: 25
Open Issues: 11
Releases: 12

Topics

microwave modeling snow

Created over 9 years ago · Last pushed 9 months ago

Metadata Files

Readme Changelog License

Snow Microwave Radiative Transfer model

SMRT is a radiative transfer model to compute emission and backscatter from snowpack.

Getting started is easy, follow the instructions and explore the other repositories with examples in the 'smrt-model' github organization or read the detailed 'documentation'.

If you want to try without installing anything on your computer, use free mybinder.org notenooks: .

If you want to try SMRT without coding, use SMRT-App.

You can also explore the documentation and find code examples via the AI Wiki. Please let us know your experience of using this via discussions.

Quick Installation

To install the latest stable release:

console pip install smrt

Alternatively, the latest developments are available using:

console pip install git+https://github.com/smrt-model/smrt.git

or by 'manual installation'.

A simple example

An example to calculate the brightness temperature from a one-layer snowpack.

```python

from smrt import makesnowpack, sensorlist, make_model

create a snowpack

snowpack = makesnowpack(thickness=[10.], # snowpack depth in m microstructuremodel="stickyhardspheres", density=320.0, # density in kg/m3 temperature=260, # temperature in Kelvin radius=100e-6) # scatterers raidus in m

create the sensor (AMSRE, channel 37 GHz vertical polarization)

radiometer = sensor_list.amsre('37V')

create the model including the scattering model (IBA) and the radiative transfer solver (DORT)

m = make_model("iba", "dort")

run the model

result = m.run(radiometer, snowpack)

print(result.TbV())

```

License information

See the file LICENSE.txt for terms & conditions for usage, and a DISCLAIMER OF ALL WARRANTIES.

DISCLAIMER: This version of SMRT is under peer review. Please use this software with caution, ask for assistance if needed, and let us know any feedback you may have.

Other contributions

Nina Maass: initial implementation of the sea-ice functions
Ludovic Brucker: initial implementation of the saline snow functions
Mai Winstrup: initial implementation of the sea-ice functions
Marion Leduc-Leballeur: test&debuging (snow and ice)
Carlo Marin: debuging of the wet permittivities.
Fanny Larue: debuging (LRM altimetry)
Justin Murfitt: debuging (lake-ice, LRM altimetry)
Julien Meloche: debuging (snow). Help to user
Janna Rücker: implementation of new sea-ice functions
Jacqueline Boutin: implementation of new sea-ice permittivity functions

Owner

Name: smrt-model
Login: smrt-model
Kind: organization

Repositories: 9
Profile: https://github.com/smrt-model

GitHub Events

Total

Create event: 12
Release event: 3
Issues event: 4
Watch event: 10
Delete event: 5
Member event: 1
Issue comment event: 21
Push event: 95
Pull request review event: 10
Pull request review comment event: 17
Pull request event: 30
Fork event: 6

Last Year

Create event: 12
Release event: 3
Issues event: 4
Watch event: 10
Delete event: 5
Member event: 1
Issue comment event: 21
Push event: 95
Pull request review event: 10
Pull request review comment event: 17
Pull request event: 30
Fork event: 6

Committers

Last synced: 9 months ago

All Time

Total Commits: 812
Total Committers: 14
Avg Commits per committer: 58.0
Development Distribution Score (DDS): 0.193

Past Year

Commits: 172
Committers: 7
Avg Commits per committer: 24.571
Development Distribution Score (DDS): 0.43

Top Committers

Name	Email	Commits
Ghislain Picard	g**d@u**r	655
Hippolyte Signargout	h**t@u**r	56
mjsandells	m**s@c**k	41
NinaMaass	n**s@u**e	24
JulienMeloche	j**e@u**a	14
Mai Winstrup	m**i@d**k	5
carlomarin	c**i@g**m	5
Ghislain Picard	g**h@u**r	4
Janna	9****r	3
Ben	5****n	1
Robbie ice-floe Mallett	4****t	1
dependabot[bot]	4****]	1
linazsche	l**n@g**e	1
Mel Sandells	m**s@r**k	1

Committer Domains (Top 20 + Academic)

univ-grenoble-alpes.fr: 3 reading.ac.uk: 1 gmx.de: 1 dmi.dk: 1 usherbrooke.ca: 1 uni-hamburg.de: 1 coresscience.co.uk: 1

Issues and Pull Requests

Last synced: 9 months ago

All Time

Total issues: 23
Total pull requests: 53
Average time to close issues: 10 months
Average time to close pull requests: 8 days
Total issue authors: 15
Total pull request authors: 11
Average comments per issue: 1.74
Average comments per pull request: 0.43
Merged pull requests: 37
Bot issues: 0
Bot pull requests: 2

Past Year

Issues: 4
Pull requests: 34
Average time to close issues: 3 months
Average time to close pull requests: 11 days
Issue authors: 3
Pull request authors: 5
Average comments per issue: 1.0
Average comments per pull request: 0.44
Merged pull requests: 23
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

pikaqiu2002 (5)
cryptomare (2)
JulienMeloche (2)
robbiemallett (2)
carlettif (2)
zz246 (1)
easihene (1)
ECCCBen (1)
Anthony-MostlyHarmless (1)
mjsandells (1)
ghislainp (1)
ferranhema (1)
HeWhoLikesWaffles (1)
bigleaffrog (1)
carlomarin (1)

Pull Request Authors

JulienMeloche (17)
hsignarg (14)
jannapolar (8)
carlomarin (5)
dependabot[bot] (2)
maiwinstrup (2)
hexxawax (1)
mjsandells (1)
robbiemallett (1)
linazsche (1)
ECCCBen (1)

Top Labels

Issue Labels

Pull Request Labels

dependencies (2)

Packages

Total packages: 1
Total downloads: unknown

Total dependent packages: 0
Total dependent repositories: 0
Total versions: 2

proxy.golang.org: github.com/smrt-model/smrt

Documentation: https://pkg.go.dev/github.com/smrt-model/smrt#section-documentation
License: other
Latest release: v1.5.1
published 11 months ago

Versions: 2
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Forks count: 5.0%

Dependent packages count: 5.4%

Average: 5.6%

Dependent repos count: 5.7%

Stargazers count: 6.2%

Last synced: 9 months ago

Dependencies

binder/requirements.txt pypi

matplotlib *
numpy *
pandas *
scipy *
xarray *

doc/rtd_requirements.txt pypi

Sphinx >=1.6
importlib *
karma_sphinx_theme *
matplotlib *
numpy *
oct2py *
pandas *
pytest *
scipy *
six *
uuid *
xarray *

pyproject.toml pypi

nosetest develop
numba >=0.40
numpy >=1.13
pandas >=0.20.3
python >=3.6
scipy >=1.0.0
xarray >=0.10.3

.github/workflows/pytest.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

setup.py pypi

.github/workflows/publish.yml actions

actions/checkout v4 composite
actions/download-artifact v3 composite
actions/setup-python v4 composite
actions/upload-artifact v3 composite
pypa/gh-action-pypi-publish release/v1 composite

smrt

Science Score: 36.0%

Keywords

Keywords from Contributors

Repository

Basic Info

Statistics

Topics

Metadata Files

README.md

Snow Microwave Radiative Transfer model

Quick Installation

A simple example

create a snowpack

create the sensor (AMSRE, channel 37 GHz vertical polarization)

create the model including the scattering model (IBA) and the radiative transfer solver (DORT)

run the model

License information

Other contributions

Owner

GitHub Events

Total

Last Year

Committers

All Time

Past Year

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

proxy.golang.org: github.com/smrt-model/smrt

Rankings

Dependencies