Data

Tools

Indexes

Applications

Experiments

Open Source Science

kde-sbt-chart

Python scripts and Jupyter notebooks for generating a site-specific Soil Behavior Type (SBT) chart from CPTu data using kernel-density estimation (KDE) and for comparing the results with the standard SBT charts.

https://github.com/girmaygw/kde-sbt-chart

Science Score: 67.0%

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

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 2 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (3.3%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Python scripts and Jupyter notebooks for generating a site-specific Soil Behavior Type (SBT) chart from CPTu data using kernel-density estimation (KDE) and for comparing the results with the standard SBT charts.

Basic Info
  • Host: GitHub
  • Owner: girmaygw
  • License: mit
  • Language: Python
  • Default Branch: main
  • Size: 2.93 KB
Statistics
  • Stars: 0
  • Watchers: 0
  • Forks: 0
  • Open Issues: 0
  • Releases: 2
Created 8 months ago · Last pushed 8 months ago
Metadata Files
Readme License Citation

README.md

KDE-SBT-Chart

DOI

Python scripts for generating site-specific Soil Behavior Type (SBT) charts from CPTu data using kernel density estimation (KDE). Includes individual KDE plots per soil type, a combined KDE plot highlighting dominant soil regions using density peaks (argmax), and a density ratio plot comparing sensitive vs. non-sensitive soils.

Owner

  • Login: girmaygw
  • Kind: user

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Wubneh"
  given-names: "Girmay Godifey"
  orcid: "https://orcid.org/0009-0006-6156-2877"
title: "Soil Behavior Type Classification Model for Norwegian Soils"
version: 1.0.0
doi: 10.5281/zenodo.15798158
date-released: 2025-07-03
url: "https://doi.org/10.5281/zenodo.15797234"

GitHub Events

Total
  • Release event: 1
  • Push event: 9
  • Create event: 3
Last Year
  • Release event: 1
  • Push event: 9
  • Create event: 3