kgml_waterbody-area
Using knowledge-guided machine learning to assess patterns of areal change in waterbodies across the contiguous US
Science Score: 67.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 8 DOI reference(s) in README -
○Academic publication links
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✓Committers with academic emails
3 of 10 committers (30.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (4.3%) to scientific vocabulary
Keywords
manuscript
python
rstats
Last synced: 6 months ago
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Repository
Using knowledge-guided machine learning to assess patterns of areal change in waterbodies across the contiguous US
Basic Info
Statistics
- Stars: 10
- Watchers: 10
- Forks: 5
- Open Issues: 2
- Releases: 3
Topics
manuscript
python
rstats
Created over 5 years ago
· Last pushed almost 2 years ago
Metadata Files
Readme
Citation
Zenodo
README.md
Using knowledge-guided machine learning to assess patterns of areal change in waterbodies across the contiguous US
This repository contains code required to recreate manuscript and supplemental figures for the knowledge-guided machine learning manuscript using ReaLSAT data from 103,930 waterbodies. Before running scripts in this repo, data must be downloaded from Zenodo (https://doi.org/10.5281/zenodo.7963296)
Links
Owner
- Name: GLEON
- Login: GLEON
- Kind: organization
- Website: gleon.org
- Repositories: 28
- Profile: https://github.com/GLEON
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Wander"
given-names: "Heather L."
orcid: "https://orcid.org/0000-0002-3762-6045"
- family-names: "Farruggia"
given-names: "Mary Jade"
orcid: "https://orcid.org/0000-0003-4234-6678"
- family-names: "La Fuente"
given-names: "R. Sofia"
orcid: "https://orcid.org/0000-0002-9665-672X"
- family-names: "Korver"
given-names: "Maartje C."
orcid: "https://orcid.org/0000-0003-1062-4864"
- family-names: "Chapina"
given-names: "Rosaura J."
orcid: "https://orcid.org/0000-0002-1295-6670"
- family-names: "Robinson"
given-names: "Jenna"
orcid: "https://orcid.org/0000-0003-0415-8385"
- family-names: "Bah"
given-names: "Abdou R."
orcid: "https://orcid.org/0000-0002-3353-4880"
- family-names: "Munthali"
given-names: "Elias"
orcid: "https://orcid.org/0000-0001-6681-4371"
- family-names: "Ghosh"
given-names: "Rahul"
- family-names: "Stachelek"
given-names: "Jemma"
orcid: "https://orcid.org/0000-0002-5924-2464"
- family-names: "Khandelwal"
given-names: "Ankush"
- family-names: "Hanson"
given-names: "Paul C."
orcid: "https://orcid.org/0000-0001-8533-6061"
- family-names: "Weathers"
given-names: "Kathleen C."
orcid: "https://orcid.org/0000-0002-3575-6508"
title: "Using knowledge-guided machine learning to assess patterns of areal change in waterbodies across the contiguous US: Code"
version: 0.0.2
date-released: 2023-05-30
url: "https://github.com/GLEON/kgml_waterbody-area"
GitHub Events
Total
Last Year
Committers
Last synced: about 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| jsta | s****2@m****u | 61 |
| Heather Wander | h****r@v****r | 21 |
| sofialafuente | r****o@d****e | 8 |
| mckorver | 4****r | 8 |
| Heather Wander | h****r@H****n | 7 |
| hlwander | 5****r | 7 |
| sofialafuente | 6****e | 7 |
| Maartje Korver | m****r@g****m | 4 |
| Heather Wander | h****r@H****e | 1 |
| Maartje Korver | m****r@m****a | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: about 2 years ago
All Time
- Total issues: 2
- Total pull requests: 4
- Average time to close issues: over 2 years
- Average time to close pull requests: 1 day
- Total issue authors: 1
- Total pull request authors: 2
- Average comments per issue: 0.0
- Average comments per pull request: 0.25
- Merged pull requests: 3
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 3
- Average time to close issues: N/A
- Average time to close pull requests: 1 day
- Issue authors: 0
- Pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 0.33
- Merged pull requests: 3
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- jsta (2)
- giswqs (1)
Pull Request Authors
- hlwander (3)
- robinsonjenna (1)