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rt1

A first order radiative transfer model for soil- and vegetation related parameter retrievals from radar-data

https://github.com/TUW-GEO/rt1

Science Score: 33.0%

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

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ✓
    DOI references
    Found 6 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ✓
    Committers with academic emails
    4 of 7 committers (57.1%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (18.4%) to scientific vocabulary

Keywords

microwave-remote-sensing python radiative-transfer remote-sensing soil-moisture vegetation

Keywords from Contributors

gtk qt tk wx
Last synced: 6 months ago · JSON representation

Repository

A first order radiative transfer model for soil- and vegetation related parameter retrievals from radar-data

Basic Info
  • Host: GitHub
  • Owner: TUW-GEO
  • License: apache-2.0
  • Language: Python
  • Default Branch: master
  • Homepage:
  • Size: 20.9 MB
Statistics
  • Stars: 12
  • Watchers: 3
  • Forks: 3
  • Open Issues: 10
  • Releases: 20
Topics
microwave-remote-sensing python radiative-transfer remote-sensing soil-moisture vegetation
Created over 9 years ago · Last pushed almost 2 years ago
Metadata Files
Readme License Authors

README.md

Windows_build Ubuntu_build Coverage Status pypi version Documentation Status DOI

RT1 - bistatic scattering model for first order scattering of random media

[!CAUTION] This package is superseeded by a TUW-GEO/rt1_model!
(TUW-GEO/rt1_model provides similar functionalities but with a simplified and more robust API)

The package implements a first order scattering radiative transfer model for random volume over ground as documented in Quast & Wagner (2016) and Quast, Albergel, Calvet, Wagner (2019)

The documentation of the package is found here. (Note that the documentation is still under construction.)

Overview of the RT1 python-module structure

RT1_overview

  • 🏞️ rt1.volume and rt1.surface

    • a collection of useful surface- and volume scattering distribution functions

  • 🔨 rt1.rt1

    • generic implementation of radiative transfer calculations for a random volume over ground
    • symbolic evaluation of first-order interaction contribution estimates

  • ⚙️ rt1.rtfits

    • a flexible interface to perform parameter estimation from incidence-angle
      dependent backscatter-timeseries via non-linear least-squares fitting routines.
    • integrates with a set of pre-defined plot-functions and interactive
      widgets that can be used to quickly analyze the obtained results

  • :rocket: rt1.rtprocess

    • a versatile interface to setup and run parallelized processing

  • 📑 rt1.rtparse

    • a configparser to set up processing-routines via .ini files

Usage

Any usage of this code is subject to the following conditions:

❗ Full compliance with the license (see LICENSE file) is given
❗ In publications or public presentations, credit should be given to the authors by:

  • citing the references below ✔️
  • pointing to this github repository ✔️

Installation

For a basic install, the following line should be fine:

pip install rt1

In order to get a significant speedup in the symbolic computations and enable NetCDF functionalities, it is recommended to install the module with the optional dependencies symengine and xarray by using:

pip install rt1[full]

References

Owner

  • Name: TU Wien - Department of Geodesy and Geoinformation
  • Login: TUW-GEO
  • Kind: organization
  • Location: Vienna, Austria

GitHub Events

Total
Last Year

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 1,235
  • Total Committers: 7
  • Avg Commits per committer: 176.429
  • Development Distribution Score (DDS): 0.313
Past Year
  • Commits: 14
  • Committers: 1
  • Avg Commits per committer: 14.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Raphael r****t@g****t 849
Raphael Quast r****t@g****t 230
Alex Loew a****w@g****t 82
Alex a****w@l****e 68
Nikolaus Dräger n****r@t****t 4
Raphael Quast r****t@p****t 1
Katrin Leinweber 9****r 1
Committer Domains (Top 20 + Academic)
geo.tuwien.ac.at: 2 project9.geo.tuwien.ac.at: 1 tuwien.ac.at: 1 lmu.de: 1 gmx.net: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 30
  • Total pull requests: 72
  • Average time to close issues: 5 months
  • Average time to close pull requests: 19 days
  • Total issue authors: 3
  • Total pull request authors: 4
  • Average comments per issue: 1.7
  • Average comments per pull request: 0.33
  • Merged pull requests: 66
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • raphaelquast (18)
  • bulli92 (10)
  • xushanthu-2014 (2)
Pull Request Authors
  • raphaelquast (67)
  • ndraeger (2)
  • bulli92 (2)
  • katrinleinweber (1)
Top Labels
Issue Labels
enhancement (9) question (1) documentation (1)
Pull Request Labels

Packages

  • Total packages: 4
  • Total downloads:
    • pypi 65 last-month
  • Total dependent packages: 0
    (may contain duplicates)
  • Total dependent repositories: 1
    (may contain duplicates)
  • Total versions: 52
  • Total maintainers: 1
proxy.golang.org: github.com/tuw-geo/rt1
  • Versions: 14
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 5.4%
Average: 5.6%
Dependent repos count: 5.8%
Last synced: 6 months ago
proxy.golang.org: github.com/TUW-GEO/rt1
  • Versions: 14
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 5.4%
Average: 5.6%
Dependent repos count: 5.8%
Last synced: 6 months ago
pypi.org: rt1

RT1 - bistatic single scattering radiative transfer model

  • Versions: 20
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 51 Last month
Rankings
Dependent packages count: 10.1%
Forks count: 16.8%
Stargazers count: 17.1%
Average: 17.2%
Downloads: 20.2%
Dependent repos count: 21.6%
Maintainers (1)
raphaelquast
Last synced: 6 months ago
pypi.org: rt1-model

Implementation of the RT1 first order radiative transfer model.

  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 14 Last month
Rankings
Dependent packages count: 10.0%
Average: 38.8%
Dependent repos count: 67.5%
Maintainers (1)
raphaelquast
Last synced: 6 months ago

Dependencies

doc/requirements.txt pypi
  • numpydoc *
setup.py pypi
  • numpy >=1.16
  • pandas >=0.24
.github/workflows/Publish_to_PyPi.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/RT1_ubuntu.yml actions
  • actions/checkout v2 composite
  • codecov/codecov-action v1 composite
  • conda-incubator/setup-miniconda v2 composite
.github/workflows/RT1_windows.yml actions
  • actions/checkout v2 composite
  • codecov/codecov-action v1 composite
  • conda-incubator/setup-miniconda v2 composite