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dscompare

Software to analyze, compare and validate analysis and reanalysis datasets with an observed dataset

https://github.com/humbertolvarona/dscompare

Science Score: 67.0%

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    Low similarity (8.5%) to scientific vocabulary
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Repository

Software to analyze, compare and validate analysis and reanalysis datasets with an observed dataset

Basic Info
  • Host: GitHub
  • Owner: humbertolvarona
  • License: mit
  • Default Branch: main
  • Size: 1.18 MB
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 1
  • Open Issues: 0
  • Releases: 0
Created over 2 years ago · Last pushed over 2 years ago
Metadata Files
Readme License Citation Authors

README.md

DSCompare

Software to analyze, compare and validate analysis and reanalysis datasets with an observed dataset

DOI

DOI

Date-released

Version

License

Programming language

Description

Computational tool that analyzes, compares and validates analysis and reanalysis datasets with an observed dataset using statistical tests such as Mann Whitney (U-test), t-test, F-test, Root Mean Square Error (RMSE), correlation coefficient, BIAS, normalized BIAS, trend, scatter index and maximum anomalies.

How to install

Matlab 2021b compatible software

  • Open Matlab
  • Go to APP tab
  • Click on the "Install App" button
  • Select the DSCompare.mlappinstall file
  • In the Install dialog click on the "Install" button

Create a directory and copy into it the following databases: gshhsfcoast.mat, gshhsfrivers.mat, and wdbfborders.mat. hese 3 files can be downloaded from https://zenodo.org/record/8152618

How to run

Type in the Matlab command window:

```sh

DSCompare ``` or Find DSCompare in the APP tab of Matlab.

Owner

  • Name: Humberto L. Varona
  • Login: humbertolvarona
  • Kind: user
  • Location: Brazil

Citation (CITATION.cff) 

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: >-
  Software to analyze, compare and validate analysis and reanalysis
  datasets with an observed dataset (DSCompare)
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - family-names: Varona
    given-names: Humberto L.
    email: humberto.varona@gmail.com
    affiliation: >-
      Department of Oceanography. Federal University
      of Pernambuco. Recife-PE. Brazil
    orcid: 'https://orcid.org/0000-0001-7405-4827'
  - given-names: Capuano
    family-names: Tonia A.
    email: toniacapuano@yahoo.it
    affiliation: >-
      Laboratoire d’Etudes en Géophysique et Océanographie Spatiales (LEGOS),
      Toulouse Cedex 9, France.
    orcid: 'https://orcid.org/0000-0003-4130-9154'
  - given-names: Noriega
    family-names: Carlos
    email: carlos.delnor@gmail.com
    affiliation: >-
      Department of Oceanography. Federal University
      of Pernambuco. Recife-PE. Brazil
    orcid: 'https://orcid.org/0000-0002-3590-6377'
  - given-names: Julia
    family-names: Araujo
    email: juliamdearaujo@gmail.com
    affiliation: >-
      Brazilian Research network on Global Climate Change (Rede CLIMA),
      São José dos Campos, SP, Brazil
    orcid: 'https://orcid.org/0000-0001-8353-6254'
  - given-names: Araujo
    family-names: Moacyr
    email: moa.ufpe@gmail.com
    affiliation: >-
      Department of Oceanography. Federal University
      of Pernambuco. Recife-PE. Brazil
    orcid: 'https://orcid.org/0000-0001-8462-6446'
  - given-names: Hernandez
    family-names: Fabrice
    email: fabrice.hernandez@ird.fr
    affiliation: >-
      Laboratoire d’Etudes en Géophysique et Océanographie Spatiales (LEGOS),
      18 avenue Edouard Belin, 31401, Toulouse Cedex 9, France.
    orcid: 'https://orcid.org/0000-0003-2152-0657'
repository-code: 'https://doi.org/10.5281/zenodo.8152618'
abstract: >-
  Computational tool that analyzes, compares and validates analysis and
  reanalysis datasets with an observed dataset using statistical tests
  such as Mann Whitney (U-test), t-test, F-test, Root Mean Square Error (RMSE),
  correlation coefficient, BIAS, normalized BIAS, trend, scatter index and
  maximum anomalies.
keywords:
  - Analysis and reanalysis datasets
  - Observed dataset
  - Mann Whitney (U-test)
  - t-test
  - F-test
  - Root Mean Square Error (RMSE)
  - Correlation coefficient
  - BIAS and normalized BIAS
  - Trend
  - Scatter index
  - Maximum anomalies
  - Oceanography
  - Meteorology
license: MIT
version: '2.1'
date-released: '2023-05-05'

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