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The checkpoints are created with Remote Sensing Processor library, but can be loaded with Lightning too.
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---
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metrics:
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- accuracy
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- f1
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pipeline_tag: image-segmentation
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tags:
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- geospatial
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- forest
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- species
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- productivity
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- age
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---
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# Models for "_Characterizing long-term boreal forest ecosystems dynamics in Khanty-Mansi Autonomous Okrug (West Siberia) using time series remote sensing data and deep learning methods_"
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## Paper
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Paper is published at Forest Ecology and Management and is available at (link here)
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## Other data
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Jupyter notebooks, statistics and model logs are published on GitHub (link here), maps are published on Zenodo (link here)
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## Models description
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This repository contains SegFormer model checkpoints of 5 models that model dominant tree species, forest productivity class, forest type, age and growing stock in boreal forests of West Siberia.
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The checkpoints are created with Remote Sensing Processor library, but can be loaded with Lightning too.
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