AI-Based Crop Recommendation with Weather Prediction using Data Mining

  • Unique Paper ID: 177912
  • Volume: 11
  • Issue: 12
  • PageNo: 2553-2556
  • Abstract:
  • Weather forecasting is a method to predict what the atmosphere will be like in a particular place by using scientific knowledge to make weather observations. Weather forecasting is a challenging task due to the dynamic and complex nature of atmospheric conditions. Recently, data mining techniques have been applied to predict weather patterns using machine learning algorithms. The study demonstrates that data mining techniques can be used to predict weather patterns accurately and, when combined with AI models like Gemini, can serve as a comprehensive decision-support tool in precision agriculture. The proposed model can be further enhanced by incorporating additional weather variables such as cloud cover and solar radiation, as well as by exploring more sophisticated machine learning techniques like ensemble methods.

Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 12
  • PageNo: 2553-2556

AI-Based Crop Recommendation with Weather Prediction using Data Mining

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