Authors :
Joyanta Debnath; Ananta Debnath
Volume/Issue :
Volume 10 - 2025, Issue 5 - May
Google Scholar :
https://tinyurl.com/4w4xkadt
DOI :
https://doi.org/10.38124/ijisrt/25may2351
Note : A published paper may take 4-5 working days from the publication date to appear in PlumX Metrics, Semantic Scholar, and ResearchGate.
Abstract :
Varuna, developed by Joyanta Debnath and Ananta Debnath, is a Python-based system for calculating water
quality indices, including the Water Quality Index (WQI), Canadian Water Quality Index (CWQI), and National Sanitation
Foundation (NSF) Water Quality Index. The system assesses water body health by integrating physical, chemical, and
biological parameters, aiding researchers and professionals in identifying pollution issues and prioritizing sustainable
management. Hosted on GitHub (https://github.com/JoyantaDeb/Varuna-Water-Quality-Index), Varuna offers a user-
friendly interface, interactive Matplotlib visualizations, and customizable inputs for local conditions. As an open-source
platform, it fosters global collaboration. This paper details Varuna’s development, calibration, coding implementation, and
applications in sustainable water management, contributing to environmental protection.
Keywords :
Water Quality Index, Canadian Water Quality Index, NSF Water Quality Index, Python-based System, Sustainable Water Management, Open-Source Collaboration, Interactive Visualization.
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Varuna, developed by Joyanta Debnath and Ananta Debnath, is a Python-based system for calculating water
quality indices, including the Water Quality Index (WQI), Canadian Water Quality Index (CWQI), and National Sanitation
Foundation (NSF) Water Quality Index. The system assesses water body health by integrating physical, chemical, and
biological parameters, aiding researchers and professionals in identifying pollution issues and prioritizing sustainable
management. Hosted on GitHub (https://github.com/JoyantaDeb/Varuna-Water-Quality-Index), Varuna offers a user-
friendly interface, interactive Matplotlib visualizations, and customizable inputs for local conditions. As an open-source
platform, it fosters global collaboration. This paper details Varuna’s development, calibration, coding implementation, and
applications in sustainable water management, contributing to environmental protection.
Keywords :
Water Quality Index, Canadian Water Quality Index, NSF Water Quality Index, Python-based System, Sustainable Water Management, Open-Source Collaboration, Interactive Visualization.