AI in Agriculture

AI in Agriculture - Episode 7: How AI and Remote Sensing are Revolutionizing Maize Breeding


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In this episode of Harvesting Data: The Future of Crop Yield Prediction, we explore groundbreaking research from Purdue University, USA πŸ‡ΊπŸ‡Έ, that is transforming the way we predict maize crop yields.


We will cover:

  • 🌾 How advanced AI and deep learning (LSTM networks) are changing crop yield prediction.
  • πŸ›°οΈ The use of multi-modal remote sensing data, including hyperspectral imagery and LiDAR, for more accurate forecasts.
  • 🌱 How attention mechanisms improve the interpretability of predictions by identifying key factors influencing maize growth.
  • πŸ“Š Insights into how genetic, environmental, and physiological data are integrated to improve decision-making in plant breeding.
  • 🌍 The potential impact of this research on global food security and sustainable agriculture.


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AI in AgricultureBy Maryna Kuzmenko