Multi-parameter Soil Property Prediction Incorporating Mid-infrared Spectroscopy and Dropout Sequential Artificial Neural Network
Multi-parameter Soil Property Prediction Incorporating Mid-infrared Spectroscopy and Dropout Sequential Artificial Neural Network
D. Jakkan,Pradnya Ghare,Chandrashekhar Sakode
2023 · DOI: 10.1007/s11270-023-06726-6
Water, Air and Soil Pollution · 7 Citations
TLDR
It is confirmed that DrSeq-ANN can be trained in a multi-task setting to forecast the 4 soil factors, and with the competencies of the ANN model, DrSeq-ANN proved to be more accurate in prediction.