M.Sc. : Punjab Agricultural University, Ludhiana, Punjab
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Publications having NAAS rating 6 and above with first or corresponding author only
- Kushwaha, N. L.*, Rajput, J., Suna, T., Sena, D.R., Singh, D.K., Mishra, A.K., Sharma, P.K., Mani, I., 2023. Metaheuristic approaches for prediction of water quality indices with relief algorithm-based feature selection. Ecological Informatics 75, 102122. https://doi.org/10.1016/j.ecoinf.2023.102122 (NAAS Rating: 10.49)
- Kushwaha, N.L., Sushanth, K., Patel, A., Kisi, O., Ahmed, A., Abd-Elaty, I., 2024. Beach nourishment for coastal aquifers impacted by climate change and population growth using machine learning approaches. Journal of Environmental Management 370, 122535. https://doi.org/10.1016/j.jenvman.2024.122535
- Kushwaha,N. L., Rajput, J., Sena, D.R., Elbeltagi, A., Singh, D.K., Mani, I., 2022. Evaluation of Data-driven Hybrid Machine Learning Algorithms for Modelling Daily Reference Evapotranspiration. Atmosphere-Ocean 62, 1�22. https://doi.org/10.1080/07055900.2022.2087589 (NAAS Rating: 7.82)
- Kushwaha,N. L., Rajput, J., Elbeltagi, A., Elnaggar, A.Y., Sena, D.R., Vishwakarma, D.K., Mani, I., Hussein, E.E., (2021) Data Intelligence Model and Meta-Heuristic Algorithms-Based Pan Evaporation Modelling in Two Different Agro-Climatic Zones: A Case Study from Northern India. Atmosphere 12:1654. https://doi.org/10.3390/atmos12121654 (NAAS Rating: 8.26)https://doi.org/10.1016/j.scitotenv.2022.155656 (NAAS: 15.80)
- Kushwaha, N.L., Sahoo, M., Biwalkar, N., 2025. Machine Learning Approaches for Assessing Groundwater Quality and Its Implications for Water Conservation in the Sub-tropical Capital Region of India. Water Conserv Sci Eng 10, 25. https://doi.org/10.1007/s41101-025-00348-
- Elbeltagi, A., Kushwaha, N.L*., Rajput, J., Vishwakarma, D.K. et. al. (2022) Modelling daily reference evapotranspiration based on stacking hybridization of ANN with meta-heuristic algorithms under diverse agro-climatic conditions. Stoch Environ Res Risk Assess. https://doi.org/10.1007/s00477-022-02196-0 (NAAS Rating: 9.45)
- Abd-Elaty, I., Kushwaha, N.L., Patel, A., 2023. Novel Hybrid Machine Learning Algorithms for Lakes Evaporation and Power Production using Floating Semitransparent Polymer Solar Cells. Water Resour. Manag. https://doi.org/10.1007/s11269-023-03565-2 (NAAS Rating: 10.30)
- Vishwakarma, D.K., Pandey, K., Kaur, A., Kushwaha, N.L., Kumar, R., Ali, R., Elbeltagi, A., Kuriqi, A., 2022. Methods to estimate evapotranspiration in humid and subtropical climate conditions. Agricultural Water Management 261:107378. https://doi.org/10.1016/j.agwat.2021.107378 (NAAS Rating: 10.45)
- Pande, C.B., Kushwaha, N.L., Orimoloye, I.R., Kumar, R., Abdo, H.G., Tolche, A.D., Elbeltagi, A., 2023. Comparative Assessment of Improved SVM Method under Different Kernel Functions for Predicting Multi-scale Drought Index. Water Resour Manage 37, 1367–1399. https://doi.org/10.1007/s11269-023-03440-0 (NAAS Rating: 10.30)
- Patel, A., Kethavath, A., Kushwaha, N.L., Naorem, A., Jagadale, M., K.r., S., P.s., R., 2023. Review of artificial intelligence and internet of things technologies in land and water management research during 1991–2021: A bibliometric analysis. Engineering Applications of Artificial Intelligence 123, 106335. https://doi.org/10.1016/j.engappai.2023.106335 (NAAS = 14.00)
Awards / Recognitions / Fellowship (Upto Five) :
- Best Paper Award 2017 (ISAE-Indian Society of Agricultural Engineers)
- Best Oral Presentation 2023 (Soil Conservation Society of India)
- Awarded Merit Certificate for M.Tech. (Soil and Water Engineering)
- Life Member ofSoil Conservation Society of India
- Life Member of India Society of Agricultural Engineers (ISAE)