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Sathish Kumar Murugan, Ganeshkumar D.Rede, Teena Lakshmi Baskaran, Prity Kumari,
                       Alina Cristina Nuta: Determinants of Solar Water Pumping System Adoption Among
                       Farmers: A Factor
                           Analysis Approach

                    Longitudinal research can evaluate the long-term socio-economic and environmental

                    impacts of solar water pumping system adoption, including effects on groundwater
                    sustainability, income diversification, and resilience to climate variability. Behavioral
                    studies focusing on technology diffusion, and peer influence provide insights into the
                    informal mechanisms that drive adoption. Moreover, detailed cost-benefit and life-
                    cycle assessments are needed to evaluate the financial feasibility of solar pumps under
                    various ownership and financing models. Ultimately, integrating solar water pumping
                    systems with emerging digital technologies, such as IoT-based monitoring systems
                    and  AI-driven  irrigation  scheduling  tools,  can  set  the  direction  for  innovative,
                    efficient, and climate-resilient farming systems.

                    Author Contributions:
                    Conceptualization, Sathish Murugan, Ganeshkumar D Rede, Prity Kumari, and Alina
                    Cristina  Nuta;  Formal  analysis,  Ganeshkumar  D  Rede,  Teena  Baskaran;
                    Methodology, Sathish Murugan, Teena Baskaran, Prity Kumari and Alina Cristina
                    Nuta;  Writing  –  original  draft,  Sathish  Murugan,  Ganeshkumar  D  Rede,  Teena
                    Baskaran, Prity Kumari, and Alina Cristina Nuta; Writing – review & editing, Sathish
                    Murugan, Ganeshkumar D Rede, Teena Baskaran, Prity Kumari and Alina Cristina
                    Nuta
                    Funding: The presented study has not received any funding from any agency/organization.
                    Data availability statement: The original contributions of this study are provided
                    within the article.
                    Conflicts of Interest: The authors declare no competing interests.

                    References

                    Abban, O. J., Xing, Y. H., Nuta, A. C., Borah, P. S., Nuta, F. M., Boadi, A. D., &
                    Quaye, E. K. (2025). Environmental impact of technological innovation under
                    energy transition in Europe: Do energy exporters play a significant role? Gondwana
                    Research, 140, 34–49. https://doi.org/10.1016/j.gr.2024.11.017

                    Agrawal, S., & Jain, A. (2019). Sustainable deployment of solar irrigation pumps:
                    Key determinants and strategies. WIREs Energy and Environment, 8(2), e325.
                    https://doi.org/10.1002/wene.325

                    Anjanappa, J., Kuvelkar, R., & Bhattacharya, A. (2023). Renewable Energy
                    Technologies (RETs) in India: Opportunities and Challenges from a Frugal
                    Innovation Perspective. SSRN Electronic Journal.
                    https://doi.org/10.2139/ssrn.4381239




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