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Updated: Sep 10, 2025

A Telemetric, Gravimetric Platform for Real-Time Physiological Phenotyping of Plant–Environment Interactions
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A Telemetric, Gravimetric Platform for Real-Time Physiological Phenotyping of Plant–Environment Interactions

Published on: August 5, 2020

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スマート農業機器の軽量化モデルを用いた,インテリジェントな作物収穫量予測による,気候に耐性のある農業のためのオンデバイスAI

Rajesh Kumar Dhanaraj1, M Maragatharajan2, Aanjankumar Sureshkumar2

  • 1Symbiosis Institute of Computer Studies and Research (SICSR), Symbiosis International (Deemed University), Pune, India. sangeraje@gmail.com.

Scientific reports
|August 25, 2025
PubMed
まとめ

この研究は,持続可能な農業のために水の利用を最適化するために,ランダムフォレスト (RF) を使用したインテリジェントの作物収穫予測システムを導入します. 軽量なAIモデルは90.1%の精度を達成し,水管理を強化し,気候に適応した農業を促進しました.

キーワード:
人工知能消費者向けデバイス収穫量精密農業についてスマート灌持続可能な農業

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