https://github.com/domfirmus/swmm-bibliometric-analysis

Jupyter Notebooks for the bibliometric analysis of Storm Water Management Model (SWMM) research (2000-2025). Includes global, national (Brazil), and regional (Pernambuco) scales.
https://github.com/domfirmus/swmm-bibliometric-analysis

Last synced: 4 months ago
JSON representation

Jupyter Notebooks for the bibliometric analysis of Storm Water Management Model (SWMM) research (2000-2025). Includes global, national (Brazil), and regional (Pernambuco) scales.

• Host: GitHub
• URL: https://github.com/domfirmus/swmm-bibliometric-analysis
• Owner: DOMFIRMUS
• License: cc0-1.0
• Created: 2026-01-04T18:56:26.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2026-01-04T19:06:09.000Z (6 months ago)
• Last Synced: 2026-01-13T19:48:29.992Z (6 months ago)
• Language: Jupyter Notebook
• Size: 17 MB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# A Bibliometric Analysis of Storm Water Management Model (SWMM) Applications and Research (2000–2025)

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.18147707.svg)](https://doi.org/10.5281/zenodo.18147707)

[![Python-version](https://img.shields.io/badge/Python-3.8+-blue.svg)](https://www.python.org/)

## 📋 Abstract

This study presents a comprehensive bibliometric analysis of 1,434 SWMM-related publications indexed in the Web of Science Core Collection between 2000 and 2025. The analysis reveals a marked increase in research productivity since 2010, reflecting a thematic transition from early model development toward solution-oriented approaches emphasizing Low-Impact Development (LID), green infrastructure, and climate resilience.

## 📂 Repository Structure

Analysis notebooks categorized by geographical scales and temporal frameworks:

* **World:** `analysis_world_2000_2025.ipynb` | `analysis_world_2020_2025.ipynb`

* **Brazil:** `analysis_brazil_2000_2025.ipynb` | `analysis_brazil_2020_2025.ipynb`

* **Pernambuco:** `analysis_pernambuco_2000_2025.ipynb` | `analysis_pernambuco_2020_2025.ipynb`

## 📊 Dataset

The raw data and extended graphics are available on Zenodo: [10.5281/zenodo.18147707](https://doi.org/10.5281/zenodo.18147707).

## 🎓 Authors

1. **Ivan García-Fornaris** (ivan.gfornaris@ufpe.br) - UFPE

2. **Jean Firmino Cardoso** - UFPE

3. **Yelina González Pérez** - UFPE

4. **Raquel Milani** - UFPE

5. **Abel Gámez Rodríguez** - UFPE

6. **Yaicel Ge Proenza** - UFPE

7. **Daniel Milian Pérez** - UFPE

8. **Antonio Celso Dantas Antonino** - UFPE

## 💰 Funding

Human Resources Training Program of the National Agency of Petroleum, Natural Gas and Biofuels – PRH-ANP, via PRH 48.1/UFPE (Processes ANP/FINEP Nº 48610.201019/2019-38 and FAPESP Nº 2024/10544-2). Master's scholarship grant (Process Nº 2025/17670-6).