Browsing by Subject "SAR backscatter"

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A deep learning multi-layer perceptron and remote sensing approach for soil health based crop yield estimation

Tripathi, A.; Tiwari, R.K.; Tiwari, S.P. (2022-09-13)

In recent years, Deep Learning Multi-Layer Perceptron (DLMLP) neural networks have shown remarkable success in addressing crop yield forecast related problems. The methodologies used so far for crop yield forecast with ...
Utilisation of spaceborne C-band dual pol Sentinel-1 SAR data for simplified regression-based soil organic carbon estimation in Rupnagar, Punjab, India

Tripathi, A.; Tiwari, R.K. (2022-05-05)

Soil Organic Carbon (SOC) is a measure of the total carbon content of the soil and is a vital soil health indicator. Over the decades, SOC has been estimated using sampling followed by rigorous laboratory-based testing ...

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