Author

J. Praks

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:imaging· 2 Approach:deep learning· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

H. Gu· 2 shared O. Antropov· 2 shared S. Ge· 2 shared W. Su· 2 shared Y. Rauste· 2 shared E. Tomppo· 1 shared R. E. McRoberts· 1 shared

Activity by Year

2021-2022 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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2 shared papersEcology

H. Gu

Mutual co-authors in cluster

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2 papers

Recent·Most cited

Boreal Forest Height Mapping using Sentinel-1 Time Series and improved LSTM model

S. Ge, H. Gu, W. Su, Y. Rauste, J. Praks, O. Antropov

This paper develops an improved LSTM model for predicting boreal forest height using Sentinel-1 time series, achieving better accuracy than existing methods.

bioRxiv · Sep 18, 2022Ecology

Using hypertemporal Sentinel-1 data to predict forest growing stock volume

S. Ge, E. Tomppo, Y. Rauste, R. E. McRoberts, J. Praks, H. Gu, W. Su, O. Antropov

This study uses Sentinel-1 SAR data to predict forest growing stock volume, showing improved accuracy with more images and specific seasonal image combinations.

bioRxiv · Sep 2, 2021 · PreprintEcology