Skip to content
Log in
Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Ashwini S. Shivannavar

View on Semantic Scholar

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#edge computing Open access Oct 2026

Data-driven Agriculture: Enhancing Crop Prediction with NPK Sensor Integration in Semi-arid Karnataka, India

Background: Agriculture supports over 2.5 billion livelihoods worldwide, yet soil fertility management on Indian smallholder farms remains largely empirical. Tumakuru district’s red soil compound this problem with low organic matter and high spatial variability in N, P and K. Conventional lab testing, costs ₹350-450 an...

V. M. Aparanji, Praveen Kumar. Y G, Ashwini S. Shivannavar et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.