Novel Genetic Algorithm (GA) based hybrid machine learning-pedotransfer Function (ML-PTF) for prediction of spatial pattern of saturated hydraulic conductivity

Author:

Singh Vijay Kumar1,Panda Kanhu Charan2,Sagar Atish3,Al-Ansari Nadhir4,Duan Huan-Feng5,Paramaguru Pradosh Kumar6,Vishwakarma Dinesh Kumar7,Kumar Ashish2,Kumar Devendra8,Kashyap P. S.8,Singh R. M.2,Elbeltagi Ahmed9ORCID

Affiliation:

1. Faculty of Agriculture Science and Technology, Mahatma Gandhi Kashi Vidyapith, Varanasi, Uttar Pradesh, India

2. Department of Agricultural Engineering, Institute of Agricultural Sciences, BHU, Varanasi, Uttar Pradesh, India

3. Division of Agricultural Engineering, Indian Agricultural Research Institute, New Delhi, India

4. Department of Civil, Environmental and Natural Resources Engineering, Lulea University of Technology, Lulea, Sweden

5. Department of Civil and Environmental Engineering, Faculty of Construction and Environment, The Hong Kong Polytechnic University, Hong Kong

6. Production & Extension Management Division, ICAR-Indian Institute of Natural Resins and Gums, Ranchi, Jharkhand, India

7. Department of Irrigation and Drainage Engineering, G.B. Pant University of Agriculture and Technology, Pantnagar, Uttarakhand, India

8. Department of Soil and Water Conservation Engineering, Govind Ballabh Pant University of Agriculture and Technology, Pantnagar, Uttarakhand, India

9. Agricultural Engineering Dept, Faculty of Agriculture, Mansoura University, Mansoura, Egypt

Publisher

Informa UK Limited

Subject

Modeling and Simulation,General Computer Science

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