41 to 50 of 210 Results
May 16, 2025
Barahmand Zahir, 2025, "Stepwise supplement: results of rule-based mappings, validations, and indices (CE–SDG Framework)", https://doi.org/10.23642/USN.28919984, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: This supplementary file provides detailed results and documentation of the stepwise development, validation, and analysis process for the rule-based mapping of Circular Economy (CE) indicators to the Sustainable Development Goals (SDGs). It ensures full transparency, reproducibility, and traceability of the framework... |
May 16, 2025
Barahmand Zahir, 2025, "Supplementary chapter and frequency data on sustainability-oriented economic models", https://doi.org/10.23642/USN.28919768, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: This supplementary file provides an integrated resource consisting of (1) a descriptive chapter that offers an overview of more than 20 sustainability-oriented economic models, grouped into socially inclusive, technological/innovation-driven, and integrated sustainable development clusters, outlining their core princ... |
May 28, 2025
Barahmand Zahir, 2025, "Applying an MCDM method on six green methanol production technologies", https://doi.org/10.23642/USN.26093764, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: Calculation sheet for DEMATEL applied on indicators for green methanol technologies |
May 16, 2025
Bansaghi Szava Julia, 2025, "Replication data for: Microbiome of a cruise ship: Analysis of the microbiome found on surfaces and crew members' hands", https://doi.org/10.23642/USN.29063267, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: Extended data for the article with the same title. - Supplementary Table 1 - Information letters and - Consent form |
May 16, 2025
Barahmand Zahir, 2025, "Python code for a rule-based NLP model for mapping circular economy indicators to SDGs", https://doi.org/10.23642/USN.28920527, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: The supplementary materials provide detailed support for the rule-based NLP model for classifying Circular Economy (CE) indicators against the Sustainable Development Goals (SDGs). The package includes: The complete Python codebase implementing the classification algorithm A detailed manual outlining model features,... |
May 16, 2025
Barahmand Zahir, 2025, "Supplementary material: Detailed temporal analysis of CE–SDG mapping dynamics", https://doi.org/10.23642/USN.28920209, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: This supplementary material provides detailed temporal data on the mapping of 2,700 circular economy (CE) indicators to the 17 Sustainable Development Goals (SDGs), covering the period 2011–2024. It includes year-by-year distributions for each SDG, identification of emergence years based on a defined threshold method... |
May 16, 2025
Barahmand Zahir, 2025, "Python code for a stratified random sampling of circular economy indicators", https://doi.org/10.23642/USN.28920620, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: This Python script performs stratified random sampling of 2,713 Circular Economy (CE) indicators based on their SDG classification for expert reviews. It ensures proportional representation by sampling approximately 5% of indicators from each SDG group while guaranteeing at least one sample per SDG when present. Thes... |
Mar 20, 2025
Barahmand Zahir, 2025, "Python code for hierarchical cluster analysis of detected R-strategies from rule-based NLP on 500 circular economy definitions", https://doi.org/10.23642/USN.28615652, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: The dataset used in this analysis consists of 500 peer-reviewed circular economy (CE) definitions systematically collected from key academic sources. The definitions were processed using a rule-based NLP model to extract the presence of R-strategies (R0-R9), which operationalize circularity in CE frameworks. Each def... |
May 5, 2025
Barahmand Zahir, 2025, "Supplementary materials for systematic sample collection of over 2700 circular economy indicators", https://doi.org/10.23642/USN.26090953, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: Systematic review of over 2700 circular economy indicators. A total of 106 papers were identified from 4 databases (Web of Science, Scopus, ScienceDirect, and PubMed) through PRISMA methodology. |
Mar 20, 2025
Barahmand Zahir, 2025, "Python code for rule-based NLP extraction of keywords from circular economy definitions", https://doi.org/10.23642/USN.28615238, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: This repository provides Python code and a dataset for a rule-based NLP analysis of 500 peer-reviewed circular economy definitions. The Python script enables automated keyword extraction to identify 10R strategies (R0-R9) and beyond, offering structured insights into CE definitions. ChatGPT 4o is used for optimizatio... |
