scananalysis

A repository providing scientific evidence of the relationship between ALEXI ESI and USDA SCAN soil moisture anomalies with associated script

https://github.com/corey4005/scananalysis

Science Score: 36.0%

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

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    4 of 5 committers (80.0%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (4.0%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

A repository providing scientific evidence of the relationship between ALEXI ESI and USDA SCAN soil moisture anomalies with associated script

Basic Info
  • Host: GitHub
  • Owner: Corey4005
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage:
  • Size: 222 MB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 5 years ago · Last pushed about 1 year ago
Metadata Files
Citation

https://github.com/Corey4005/SCANAnalysis/blob/main/

### Figure Locations of Evaporative Stress Index as a flash drought tool in the Southeastern U.S paper
### Tables
- Important data paths can be found in [datasets.py](https://github.com/Corey4005/SCANAnalysis/blob/main/SCAN-scripts/datasets.py)
- Raw and metadata used to generate Table 1 found at '../data/SCAN_METADATA.csv' and '../data/SCAN_DEPTHS_ALL.csv'. 
- Data used for Table 2 found at [anomaly_analysis.ipynb](http://localhost:8888/notebooks/anomaly_analysis.ipynb) line 38. 

### Figures
- Figure 2: [drought_analysis.ipynb](https://github.com/Corey4005/SCANAnalysis/blob/main/notebooks/drought_analysis.ipynb) line 333.
- Figure 3: [percentage_of_data.ipynb](https://github.com/Corey4005/SCANAnalysis/blob/main/notebooks/percentage_of_data.ipynb) line 7. 
- Figure 4: [anomaly_analysis.ipynb](http://localhost:8888/notebooks/anomaly_analysis.ipynb) line 232.
- Figure 5: [anomaly_analysis.ipynb](http://localhost:8888/notebooks/anomaly_analysis.ipynb) line 70. 
- Figure 6: [drought_analysis.ipynb](https://github.com/Corey4005/SCANAnalysis/blob/main/notebooks/drought_analysis.ipynb) line 96. 
- Figure 7: [drought_analysis.ipynb](https://github.com/Corey4005/SCANAnalysis/blob/main/notebooks/drought_analysis.ipynb) line 236.
- Figure 8: [drought_analysis.ipynb](https://github.com/Corey4005/SCANAnalysis/blob/main/notebooks/drought_analysis.ipynb) line 219.
- Figure 9: [drought_analysis.ipynb](https://github.com/Corey4005/SCANAnalysis/blob/main/notebooks/drought_analysis.ipynb) line 312.

Owner

  • Name: Corey Walker
  • Login: Corey4005
  • Kind: user
  • Location: Huntsville, Al
  • Company: University of Alabama Huntsville

I am a programmer working for Jacobs at Marshall Spaceflight Center on Graphical User Interfaces used by NASA for launch analysis.

GitHub Events

Total
  • Push event: 2
Last Year
  • Push event: 2

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 167
  • Total Committers: 5
  • Avg Commits per committer: 33.4
  • Development Distribution Score (DDS): 0.701
Past Year
  • Commits: 28
  • Committers: 3
  • Avg Commits per committer: 9.333
  • Development Distribution Score (DDS): 0.357
Top Committers
Name Email Commits
Corey4005 c****3@u****u 50
Corey Walker c****r@n****u 50
Corey Walker c****r@c****u 34
Corey4005 7****5 32
Corey Walker c****r@a****u 1
Committer Domains (Top 20 + Academic)

Dependencies

requirements/requirements.txt pypi
  • Babel ==2.9.1
  • Bottleneck ==1.3.2
  • Fiona ==1.8.20
  • GDAL ==3.4.0
  • Jinja2 ==2.11.3
  • Keras-Preprocessing ==1.1.2
  • Markdown ==3.3.6
  • MarkupSafe ==1.1.1
  • Pillow ==8.4.0
  • PyQt5 ==5.12.3
  • PyQt5_sip ==4.19.18
  • PyQtChart ==5.12
  • PyQtWebEngine ==5.12.1
  • PySocks ==1.7.1
  • PyYAML ==6.0
  • Pygments ==2.10.0
  • QDarkStyle ==3.0.2
  • QtAwesome ==1.0.3
  • QtPy ==1.10.0
  • Rtree ==0.9.7
  • Send2Trash ==1.8.0
  • Shapely ==1.8.0
  • Sphinx ==4.2.0
  • Unidecode ==1.2.0
  • Werkzeug ==2.0.2
  • absl-py ==1.0.0
  • alabaster ==0.7.12
  • appdirs ==1.4.4
  • applaunchservices ==0.2.1
  • appnope ==0.1.2
  • argon2-cffi ==20.1.0
  • arrow ==0.13.1
  • astroid ==2.6.6
  • astunparse ==1.6.3
  • async-generator ==1.10
  • atomicwrites ==1.4.0
  • attrs ==21.2.0
  • autopep8 ==1.6.0
  • backcall ==0.2.0
  • binaryornot ==0.4.4
  • black ==19.10b0
  • bleach ==4.0.0
  • branca ==0.4.2
  • brotlipy ==0.7.0
  • cachetools ==4.2.4
  • certifi ==2021.10.8
  • cffi ==1.15.0
  • chardet ==4.0.0
  • charset-normalizer ==2.0.4
  • click ==8.0.3
  • click-plugins ==1.1.1
  • cligj ==0.7.2
  • cloudpickle ==2.0.0
  • colorama ==0.4.4
  • cookiecutter ==1.7.2
  • cryptography ==36.0.0
  • cycler ==0.11.0
  • debugpy ==1.5.1
  • decorator ==5.1.0
  • defusedxml ==0.7.1
  • diff-match-patch ==20200713
  • docutils ==0.17.1
  • entrypoints ==0.3
  • flake8 ==3.9.2
  • flatbuffers ==2.0
  • folium ==0.12.1.post1
  • fonttools ==4.25.0
  • gast ==0.4.0
  • geopandas ==0.10.2
  • google-auth ==2.3.3
  • google-auth-oauthlib ==0.4.6
  • google-pasta ==0.2.0
  • grpcio ==1.43.0
  • h5py ==3.6.0
  • idna ==3.3
  • imagesize ==1.3.0
  • importlib-metadata ==4.8.2
  • inflection ==0.5.1
  • intervaltree ==3.1.0
  • ipykernel ==6.4.1
  • ipython ==7.29.0
  • ipython-genutils ==0.2.0
  • ipywidgets ==7.6.5
  • isort ==5.9.3
  • jedi ==0.18.0
  • jinja2-time ==0.2.0
  • joblib ==1.1.0
  • jsonschema ==3.2.0
  • jupyter ==1.0.0
  • jupyter-client ==6.1.12
  • jupyter-console ==6.4.0
  • jupyter-core ==4.9.1
  • jupyterlab-pygments ==0.1.2
  • jupyterlab-widgets ==1.0.0
  • keras ==2.7.0
  • keyring ==23.4.0
  • kiwisolver ==1.3.1
  • lazy-object-proxy ==1.6.0
  • libclang ==12.0.0
  • mapclassify ==2.4.3
  • matplotlib ==3.5.0
  • matplotlib-inline ==0.1.2
  • mccabe ==0.6.1
  • mistune ==0.8.4
  • mkl-fft ==1.3.1
  • mkl-random ==1.2.2
  • mkl-service ==2.4.0
  • munch ==2.5.0
  • munkres ==1.1.4
  • mypy-extensions ==0.4.3
  • nbclient ==0.5.3
  • nbconvert ==6.3.0
  • nbformat ==5.1.3
  • nest-asyncio ==1.5.1
  • networkx ==2.6.3
  • notebook ==6.4.6
  • numexpr ==2.8.1
  • numpy ==1.21.2
  • numpydoc ==1.1.0
  • oauthlib ==3.1.1
  • olefile ==0.46
  • opt-einsum ==3.3.0
  • packaging ==21.3
  • pandas ==1.3.4
  • pandocfilters ==1.4.3
  • parso ==0.8.2
  • pathlib ==1.0.1
  • pathspec ==0.7.0
  • pexpect ==4.8.0
  • pickleshare ==0.7.5
  • pip ==21.2.4
  • pluggy ==1.0.0
  • poyo ==0.5.0
  • prometheus-client ==0.12.0
  • prompt-toolkit ==3.0.20
  • protobuf ==3.19.1
  • psutil ==5.8.0
  • ptyprocess ==0.7.0
  • pyOpenSSL ==21.0.0
  • pyasn1 ==0.4.8
  • pyasn1-modules ==0.2.8
  • pycodestyle ==2.7.0
  • pycparser ==2.21
  • pydocstyle ==6.1.1
  • pyflakes ==2.3.1
  • pylint ==2.9.6
  • pyls-spyder ==0.4.0
  • pyparsing ==3.0.4
  • pyproj ==3.3.0
  • pyrsistent ==0.18.0
  • python-dateutil ==2.8.2
  • python-lsp-black ==1.0.0
  • python-lsp-jsonrpc ==1.0.0
  • python-lsp-server ==1.2.4
  • python-slugify ==5.0.2
  • pytz ==2021.3
  • pyzmq ==22.3.0
  • qstylizer ==0.1.10
  • qtconsole ==5.1.1
  • regex ==2021.8.3
  • requests ==2.26.0
  • requests-oauthlib ==1.3.0
  • rope ==0.21.1
  • rsa ==4.8
  • scikit-learn ==1.0.2
  • scipy ==1.7.3
  • seaborn ==0.11.2
  • setuptools ==58.0.4
  • sip ==4.19.13
  • six ==1.16.0
  • sklearn ==0.0
  • snowballstemmer ==2.2.0
  • sortedcontainers ==2.4.0
  • sphinxcontrib-applehelp ==1.0.2
  • sphinxcontrib-devhelp ==1.0.2
  • sphinxcontrib-htmlhelp ==2.0.0
  • sphinxcontrib-jsmath ==1.0.1
  • sphinxcontrib-qthelp ==1.0.3
  • sphinxcontrib-serializinghtml ==1.1.5
  • spyder ==5.1.5
  • spyder-kernels ==2.1.3
  • tensorboard ==2.7.0
  • tensorboard-data-server ==0.6.1
  • tensorboard-plugin-wit ==1.8.0
  • tensorflow ==2.7.0
  • tensorflow-estimator ==2.7.0
  • tensorflow-io-gcs-filesystem ==0.23.1
  • termcolor ==1.1.0
  • terminado ==0.9.4
  • testpath ==0.5.0
  • text-unidecode ==1.3
  • textdistance ==4.2.1
  • threadpoolctl ==3.0.0
  • three-merge ==0.1.1
  • tinycss ==0.4
  • toml ==0.10.2
  • tornado ==6.1
  • traitlets ==5.1.1
  • typed-ast ==1.4.3
  • typing-extensions ==3.10.0.2
  • ujson ==4.2.0
  • urllib3 ==1.26.7
  • watchdog ==2.1.6
  • wcwidth ==0.2.5
  • webencodings ==0.5.1
  • wheel ==0.37.0
  • whichcraft ==0.6.1
  • widgetsnbextension ==3.5.1
  • wrapt ==1.12.1
  • wurlitzer ==3.0.2
  • xyzservices ==2022.1.0
  • yapf ==0.31.0
  • zipp ==3.6.0