Convolutional neural network maps plant communities in semi-natural grasslands using multispectral unmanned aerial vehicle imagery

HIGHLIGHTS

• who: Maren Pu00f6ttker et al. from the Sensing Group, Institute of Computer Science, University of Osnabru00fcck, Osnabru00fcck, Germany have published the research: Convolutional Neural Network Maps Plant Communities in Semi-Natural Grasslands Using Multispectral Unmanned Aerial Vehicle Imagery, in the Journal: (JOURNAL)
• what: Over the past 5 years, the study site was used twice a year for hay production according to the agri-environmental measure for low-intensity use of grasslands in Lower Saxony GL11 . The models trained on vegetation units were used to classify the whole orthomosaic via a moving window approach to select . . .
  

   

  

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