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Showing 1 to 3 of 3 for “"crop type classification"”.
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Data-intensive crop knowledge discovery in the era of cybergis and machine intelligence
… it is critically important to obtain timely crop information such as yield potential and growing conditions as crop information is often time sensitive for societal applications. With rapidly advancing remote sensing technologies such as satellite- and UAV-based approaches of fine-resolution, …
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BlueBird: national-scale real-time crop cover classification using multi-stage deep learning approach
An effective real-time crop cover classification prediction is essential to real-time large-scale crop monitoring. High resolution satellite optical data containing distinguishable signals of different crop types have been used by recent crop cover classification studies. However, existing works …
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Crop monitoring and yield estimation using polarimetric SAR and optical satellite data in southwestern Ontario
… been proven as an efficient source to extract crop information and monitor crop growth conditions over large areas. In local- to subfield-scale crop monitoring studies, both high spatial resolution and high temporal resolution of the image data are important. However, the acquisition of optical …