Raj, M. Nivas

Mapping of Soil Properties Using Machine Learning Techniques

S. Sridevy, M. Nivas Raj, Rani, P. Jona Innisai, P. Kumaresan, N. Balakrishnan, M. Tilak, Raj, M. Nivas, J. Arockia Stephen Raj, P. Jona Innisai Rani & Raj, J. Arockia Stephen · 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

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

M. Nivas Raj, R. Kumaraperumal, S. Pazhanivelan, Nihar, M. Ashmitha, D. Muthumanickam, K. P. Ragunath, M. Ashmitha Nihar, N. S. Sudarmanian & Raj, M. Nivas · 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