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Ethical and Security Measures for Environmental Data Collection
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Author(s): Praful R. Pardhi (School of Computer Science and Engineering, Shri. Ramdeobaba College of Engineering and Management, Ramdeobaba University, Nagpur, India)and Charvi S. Suri (Department of Computer Technology, Yeshwantrao Chavan College of Engineering, Nagpur, India)
Copyright: 2025
Pages: 40
Source title:
Machine Learning for Environmental Monitoring in Wireless Sensor Networks
Source Author(s)/Editor(s): Parikshit N. Mahalle (Department of Artificial Intelligence and Data Science, Vishwakarma Institute of Technology, Pune, India), Dattatray G. Takale (Vishwakarma Institute of Information Technology, India), Sachin Sakhare (Vishwakarma Institute of Information Technology, India)and Ganesh B. Regulwar (Vardhaman College of Engineering, India)
DOI: 10.4018/979-8-3693-3940-4.ch004
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Abstract
This chapter delves into the complex ethical landscape surrounding environmental data collection and use, which impacts societal effects, research approaches, and policy decisions. Core ethical principles like beneficence, non-maleficence, fairness, and autonomy guide researchers through moral dilemmas. Strategies are explored to mitigate risks like conflicts of interest, biases, and privacy violations. Addressing environmental justice via inclusive decision-making, community engagement, and stakeholder participation is emphasized. Ethical considerations extend beyond data gathering to proper application and sharing in public policy/discourse. Promoting transparency, accountability, and respecting diverse perspectives upholds ethical standards and fair outcomes in environmental research/decision-making. The comprehensive overview equips researchers, policymakers, and stakeholders to navigate ethical complexities and foster responsible environmental stewardship. Ethical rigor enhances societal trust and enables effective, principled sustainability policies.
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