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K. Karunakaran

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Open access Sep 2026

Field Spectroscopy-Assisted Machine Learning Framework for Assessing Agroclimatic Effects on Paddy

A combined geospatial and machine learning system to estimate stage-based paddy yield stress during Kuruvai 2023 in the Thanjavur region using vegetation indices and agrometeorological variables revealed that reproductive-stage humidity, rainfall, and ripening-stage soil moisture were the most important yield drivers.

K. Karunakaran, K. Sudalaimuthu · 0 citations

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