Adapting weather conditions based IoT enabled smart irrigation technique in precision agriculture mechanisms
Adapting weather conditions based IoT enabled smart irrigation technique in precision agriculture mechanisms
B. Keswani,A. G. Mohapatra,4 Authors,V. Albuquerque
2018 · DOI: 10.1007/s00521-018-3737-1
Neural computing & applications (Print) · 209 Citations
TLDR
This work summarizes the optimum usage of irrigation by the precise management of water valve using neural network-based prediction of soil water requirement in 1 h ahead using structural similarity (SSIM)-based water valve management mechanism which is used to locate farm regions having water deficiency.