A case study on canola (Brassica napus L.) potential yield prediction using remote sensing imagery and advanced data analytics

Canola (Brassica napus L.) yield prediction using a combined application of small unmanned aerial system (sUAS) and vegetation indices (VIs) have gained significant attention. In recent years, major studies have demonstrated the potential of developing new VIs for predicting canola yield. However, s...

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मुख्य लेखकों:	Nitin Rai, Harsh Pathak, Maria Villamil Mahecha, Dennis R. Buckmaster, Yanbo Huang, Paul Overby, Xin Sun
स्वरूप:	Artigo
भाषा:	Inglês
प्रकाशित:	Elsevier 2024-12-01
श्रृंखला:	Smart Agricultural Technology
विषय:	Canola Data analytics Hyperparameter tuning Machine learning Neural-network Remote sensing
ऑनलाइन पहुंच:	http://www.sciencedirect.com/science/article/pii/S2772375524003022
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