Harpinder Singh

Estimation of nitrogen content in wheat from proximal hyperspectral data using machine learning and explainable artificial intelligence (XAI) approach

Harpinder Singh, Ajay Roy, Raj Setia et al. · Modeling Earth Systems and Environment · 2021 · 58 citations

Artificial Intelligence, Nitrogen Content, Precision Agriculture +7

Prediction and forecast of pre-monsoon and post-monsoon groundwater level: using deep learning and statistical modelling

Aarti Kochhar, Harpinder Singh, Sashikanta Sahoo et al. · Modeling Earth Systems and Environment · 2021 · 39 citations

Statistical Modelling, Engineering, Water Resources +11

Estimation of chlorophyll, macronutrients and water content in maize from hyperspectral data using machine learning and explainable artificial intelligence techniques

Harpinder Singh, Ajay Roy, Raj Setia et al. · Remote Sensing Letters · 2022 · 13 citations

Cloud GIS for Crime Mapping

Harpinder Singh, Rajneesh Kumar, Amardeep Singh et al. · International Journal of Research in Computer Science · 2012 · 12 citations

Cartography, Geographic Information Systems, Engineering +14