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The article discusses the role of artificial intelligence and machine learning techniques in agricultural analysis, where they are used to improve crop monitoring and mapping through spatial data and remote sensing. The seminar organized by the Bahrain Space Agency in collaboration with the Indian Remote Sensing Institute and the Indian Space Research Organization highlights how these technologies assist in accurately classifying crops and overcoming challenges such as spectral heterogeneity and limited training data. It emphasizes the importance of AI applications in achieving food security and agricultural sustainability, supporting national development efforts and capacity building in the fields of space and agriculture to realize Bahrain's Vision 2030.
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