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M. Nivas Raj

Publications (2)

Generating Soil Parent Material Environmental Covariates Using Sentinel – 2A Images for Delineating Soil Attributes

M. Nivas Raj, R. Kumaraperumal, S. Pazhanivelan, D. Muthumanickam, K. P. Ragunath, M. Ashmitha Nihar & N. S. Sudarmanian · International Journal of Environment and Climate Change · 2022

Soil mapping procedures typically involve the combination of possible soil-forming SCORPAN factors. Among the factors, parent materials/ mineralogy has been considered important for the soil classification besides the Organisms (O) and Relief (R). Inclusion of the parent material...

Open access Research Article 10.9734/ijecc/2022/v12i1030922

Mapping of Soil Properties Using Machine Learning Techniques

S. Sridevy, M. Nivas Raj, P. Kumaresan, N. Balakrishnan, M. Tilak, J. Arockia Stephen Raj & P. Jona Innisai Rani · International Journal of Environment and Climate Change · 2023

We aimed to estimate Soil Nutrients and relate the spectral signatures to that of the Laboratory reference Measurements utilizing CART analysis. Sustainable agriculture aims at controlled and/or precise soil fertility interventions based on spatial soil information. The profound...

Open access Research Article 10.9734/ijecc/2023/v13i81997