Science Score: 23.0%
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
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○.zenodo.json file
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✓DOI references
Found 4 DOI reference(s) in README -
✓Academic publication links
Links to: ieee.org -
○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (13.3%) to scientific vocabulary
Keywords
Repository
An R package for handling fuzzy spatial data
Basic Info
- Host: GitHub
- Owner: accarniel
- License: gpl-3.0
- Language: R
- Default Branch: main
- Homepage: https://accarniel.github.io/fsr/
- Size: 123 MB
Statistics
- Stars: 11
- Watchers: 2
- Forks: 4
- Open Issues: 0
- Releases: 5
Topics
Metadata Files
README.md
fsr: Handling Fuzzy Spatial Data in R
Overview
Many spatial objects (i.e., geographical objects) in reality may have inexact locations, vague boundaries, and/or blurred interiors, and hence cannot be adequately represented by well-known (crisp) spatial objects (e.g., those objects available in spatial libraries like GEOS and GDAL). Fuzzy set theory and fuzzy logic are powerful approaches to deal with spatial fuzziness.
Unfortunately, spatial fuzziness has so far not found its way into spatial data science projects due to a lack of complete implementations of software packages that can handle fuzzy spatial objects. Motivated by this lack of support, the fsr package has the following advantages:
- It is an implementation of the fuzzy spatial data types, operations, and predicates, including heterogeneous fuzzy spatial data types, based on the Spatial Plateau Algebra (SPA).
- It offers the construction of fuzzy spatial objects as spatial plateau objects from real spatial datasets.
- It has families of functions that permit users to conduct exploratory (spatial) data analysis by issuing geometric operations and topological predicates on fuzzy spatial objects.
- It allows the design and creation of fuzzy spatial inference (FSI) models to discover new findings from fuzzy spatial objects.
- It provides evaluation methods to process different types of spatial inference queries by using FSI models.
Citation
To cite fsr in publications use:
To refer to its second version:
To refer to its first version and the implementation of fuzzy spatial inference models:
Installing
Install the released version of fsr from CRAN with:
r
install.packages("fsr")
Install the development version from GitHub with:
```r
install.packages("devtools")
library(devtools) install_github("accarniel/fsr") ```
Contributing and Contact
The project welcomes contributions. You can contribute to fsr by making Issues or Pull Requests on this GitHub Repository. Alternatively, you can contact Anderson Carniel. When a Pull Request or email is sent, Anderson Carniel will check it as soon as possible.
GitHub Events
Total
- Watch event: 1
- Delete event: 1
Last Year
- Watch event: 1
- Delete event: 1
Committers
Last synced: about 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Anderson Chaves Carniel | a****l@g****m | 143 |
| Felippe Galdino | o****o@g****m | 35 |
| Juliana Strieder Philippsen | s****p@g****m | 7 |
| leticiabohnert | 7****t | 1 |
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 16
- Total pull requests: 17
- Average time to close issues: about 1 month
- Average time to close pull requests: 2 days
- Total issue authors: 5
- Total pull request authors: 5
- Average comments per issue: 0.31
- Average comments per pull request: 0.82
- Merged pull requests: 17
- 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
Top Authors
Issue Authors
- accarniel (12)
- ocfgaldino (1)
- edzer (1)
- FelipeBrusse (1)
- kenia131 (1)
Pull Request Authors
- ocfgaldino (7)
- JulianaStrieder (4)
- pedbrgs (4)
- accarniel (2)
- leticiabohnert (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- cran 289 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 5
- Total maintainers: 1
cran.r-project.org: fsr
Handling Fuzzy Spatial Data
- Homepage: https://accarniel.github.io/fsr/
- Documentation: http://cran.r-project.org/web/packages/fsr/fsr.pdf
- License: GPL-3
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Latest release: 2.0.1
published about 2 years ago
Rankings
Maintainers (1)
Dependencies
- R >= 3.6.0 depends
- FuzzyR >= 2.3.0 imports
- dplyr >= 1.0.6 imports
- e1071 >= 1.7.3 imports
- ggplot2 >= 3.3.5 imports
- lwgeom >= 0.2.6 imports
- methods >= 2.0.0 imports
- pso >= 1.0.3 imports
- rlang >= 0.4.11 imports
- sf >= 0.9.4 imports
- stringr >= 1.4.0 imports
- tibble >= 3.0.1 imports
- utils >= 3.6.3 imports