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31 to 40 of 187 Results
Stepwise supplement: results of rule-based mappings, validations, and indices (CE–SDG Framework)
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...
Supplementary chapter and frequency data on sustainability-oriented economic models
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...
Replication data for: Microbiome of a cruise ship: Analysis of the microbiome found on surfaces and crew members' hands
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
Python code for a rule-based NLP model for mapping circular economy indicators to SDGs
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,...
Supplementary material: Detailed temporal analysis of CE–SDG mapping dynamics
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...
Python code for a stratified random sampling of circular economy indicators
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...
Replication data for: Improving Hand Hygiene in Cruise Ship: an Intervention Study
May 16, 2025
Bansaghi Szava Julia, 2025, "Replication data for: Improving Hand Hygiene in Cruise Ship: an Intervention Study", https://doi.org/10.23642/USN.29064080, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: Extended data for the article with the same title. Supplementary Table 1: Description of the sampled surfaces and sample collection methods. Supplementary Table 2: Hand Hygiene Questionnaire
Supplementary materials for systematic sample collection of over 2700 circular economy indicators
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.
Developed Excel-based query tool for 2700 circular economy indicators
Apr 1, 2025
Barahmand Zahir, 2025, "Developed Excel-based query tool for 2700 circular economy indicators", https://doi.org/10.23642/USN.28668893, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: This is an Excel-based query tool for over 2,700 indicators that facilitates the selection of appropriate indicators based on specific needs and further expansions.
Supplementary material for manual analysis of 500 circular economy definitions
Mar 20, 2025
Barahmand Zahir, 2025, "Supplementary material for manual analysis of 500 circular economy definitions", https://doi.org/10.23642/USN.27208269, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: This document serves as supplementary material for the paper titled "R10 Strategies and Beyond An in-depth Analysis of 500 circular economy definitions". The present supplementary material includes a narrative review and listing of 500 circular economy definitions and manual content analysis based on a hybrid inducti...
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