Very high resolution species distribution modeling based on remote sensing imagery: how to capture fine-grained and large-scale vegetation ecology with convolutional neural networks?

HIGHLIGHTS

  • who: Benjamin Deneu from the France, Universitu00e9 Grenoble Alpes, Grenoble, France University of Molise, Italy have published the article: Very High Resolution Species Distribution Modeling Based on Remote Sensing Imagery: How to Capture Fine-Grained and Large-Scale Vegetation Ecology With Convolutional Neural Networks?, in the Journal: (JOURNAL)
  • what: For this study, the authors use the GeoLifeCLEF 2020 dataset, a detailed description of which is provided in Cole et_al . To address this problem the authors propose to balance the drawing of pseudo-absences on the species and not the occurrences. For this analysis, with a . . .

     

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