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Simultaneous retrieval of sugarcane variables from Sentinel-2 data using Bayesian regularized neural network

Quantifying biophysical and biochemical vegetation variables is of great importance in precision agriculture. Here, the ability of artificial neural networks (ANNs) to generate multiple outputs is exploited to simultaneously retrieve Leaf area index (LAI), leaf sheath moisture (LSM), leaf chlorophyl...

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Bibliografiska uppgifter
I publikationen:Int J Appl Earth Obs Geoinf
Huvudupphovsmän: Hajeb, Mohammad, Hamzeh, Saeid, Alavipanah, Seyed Kazem, Neissi, Lamya, Verrelst, Jochem
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2023
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC7614048/
https://ncbi.nlm.nih.gov/pubmed/36644684
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jag.2022.103168
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