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- ---
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- license: apache-2.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: apache-2.0
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+ task_categories:
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+ - image-segmentation
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+ - image-feature-extraction
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+ language:
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+ - en
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+ tags:
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+ - climate
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+ pretty_name: d
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+ size_categories:
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+ - 100M<n<1B
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+ ---
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+
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+ Manual crown delineation of individual trees in two countries: Denmark and Finland.
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+ ---------- Denmark data---------- :
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+ More than 20k individual trees growing in different landscapes.
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+ Annotation masks are paired with aerial photographs with a spatial resolution of 20cm.
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+ Images contain RGB and near-infrared bands and were taken in summer 2018.
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+ Image credits: Danish Agency for Data Supply and Infrastructure (https://sdfi.dk/)
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+ ---------- Finland data---------:
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+ More than 4k individual tree crowns in random sampling regions
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+ Annotation masks are paired with aerial photographs containing near-infrared, green, and blue bands with a spatial resolution of 50cm
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+ Image credits: National Survey of Finland (https://www.maanmittauslaitos.fi/en/maps-and-spatial-data)
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+ Tasks:
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+ Segmentation of individual tree crowns
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+ Transfer learning/domain adaptation between datasets with different visual semantics, band compositions, forest species, etc.
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+ Paper: https://doi.org/10.1093/pnasnexus/pgad076