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Journal article
Identifying and mapping individual plants in a highly diverse high-elevation ecosystem using UAV imagery and deep learning
The identification and counting of plant individuals is essential for environmental monitoring. UAV based imagery offer ultra-fine spatial resolution and flexibility in data acquisition, and so provide a great opportunity to enhance current plant and in-situ field surveying. However, accurate mapping of individual plants from UAV imagery remains challenging, given...Zhang, Ce ; Atkinson, Peter M. ; George, Charles ; Wen, Zhaofei ; Diazgranados, Mauricio …
Scale sequence, Multi-scale deep learning , Residual U-Net, Semantic segmentation, and Páramos
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Dataset
Native trees of Mexico: diversity, distribution, uses and conservation (datasets used for spatial analyses)
Datasets of plant occurrences used for the spatial analyses described in the paper. The majority of the tree species data and their occurrence records were obtained from the database of the National Biodiversity Information System (SNIB) of the National Commission for the Knowledge and Use of Biodiversity (CONABIO), freely available...Tellez, Oswaldo ; Mattana, Efisio ; Diazgranados, Mauricio ; Kühn, Nicola ; Castillo-Lorenzo, Elena …
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