Zobrazeno 1 - 10 of 121 pro vyhledávání: '"T. Stomberg"'
1
Akademický článek
Recognizing protected and anthropogenic patterns in landscapes using interpretable machine learning and satellite imagery
Autor: Timo T. Stomberg, Johannes Leonhardt, Immanuel Weber, Ribana Roscher
Publikováno v: Frontiers in Artificial Intelligence, Vol 6 (2023)
The accurate and comprehensive mapping of land cover has become a central task in modern environmental research, with increasing emphasis on machine learning approaches. However, a clear technical definition of the land cover class is a prerequisite
Externí odkaz: https://doaj.org/article/a69343f8f9dc4de183aeea3ee65036cf
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2
Akademický článek
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties
Autor: C. Betancourt, T. T. Stomberg, A.-K. Edrich, A. Patnala, M. G. Schultz, R. Roscher, J. Kowalski, S. Stadtler
Publikováno v: Geoscientific Model Development, Vol 15, Pp 4331-4354 (2022)
Tropospheric ozone is a toxic greenhouse gas with a highly variable spatial distribution which is challenging to map on a global scale. Here, we present a data-driven ozone-mapping workflow generating a transparent and reliable product. We map the gl
Externí odkaz: https://doaj.org/article/3cc58269075f4002b33d4f4561477fab
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3
Akademický článek
Commentary on Modin M, Ramos T & Stomberg MW (2009) Postoperative impact of daily life after primary treatment of proximal/distal tibiafracture with Ilizarov fixation. Journal of Clinical Nursing 18, 3498-3506.
Autor: Santy-Tomlinson J; Faculty of Health and Social Care, The University of Hull, Hull, UK. J.Santy@hull.ac.uk
Publikováno v: Journal of clinical nursing [J Clin Nurs] 2010 Mar; Vol. 19 (5-6), pp. 898-9.
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4
Akademický článek
JUNGLE-NET: USING EXPLAINABLE MACHINE LEARNING TO GAIN NEW INSIGHTS INTO THE APPEARANCE OF WILDERNESS IN SATELLITE IMAGERY
Autor: T. Stomberg, I. Weber, M. Schmitt, R. Roscher
Publikováno v: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol V-3-2021, Pp 317-324 (2021)
Explainable machine learning has recently gained attention due to its contribution to understanding how a model works and why certain decisions are made. A so far less targeted goal, especially in remote sensing, is the derivation of new knowledge an
Externí odkaz: https://doaj.org/article/c22ec93b55f146e6b7247c4e4d2e58ad
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5
Akademický článek
AQ-Bench: a benchmark dataset for machine learning on global air quality metrics
Autor: C. Betancourt, T. Stomberg, R. Roscher, M. G. Schultz, S. Stadtler
Publikováno v: Earth System Science Data, Vol 13, Pp 3013-3033 (2021)
With the AQ-Bench dataset, we contribute to the recent developments towards shared data usage and machine learning methods in the field of environmental science. The dataset presented here enables researchers to relate global air quality metrics to e
Externí odkaz: https://doaj.org/article/b4d6056825ad4e93887002b9ec4eb735
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8
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties
Autor: Clara Betancourt, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Martin G. Schultz, Ribana Roscher, Julia Kowalski, Scarlet Stadtler
Publikováno v: Geoscientific model development discussions (2022). doi:10.5194/gmd-2022-2
Geoscientific model development 15(11), 4331-4354 (2022). doi:10.5194/gmd-15-4331-2022
Geoscientific model development : GMD 15(11), 4331-4354 (2022). doi:10.5194/gmd-15-4331-2022
Geoscientific model development : GMD 15(11), 4331-4354 (2022). doi:10.5194/gmd-15-4331-2022
Published by Copernicus, Katlenburg-Lindau
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::73bf73c6131b170fa317d3aaf284ddbc
https://juser.fz-juelich.de/record/905607
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9
Akademický článek
ROLA PIELĘGNIARKI W OPIECE NAD PACJENTEM PO ZABIEGU WYDŁUŻANIA KOŃCZYNY DOLNEJ METODĄ ILIZAROWA - OPIS PRZYPADKU.
Autor: Moskal-Szybka, Małgorzata1 mg.moskal@wp.pl, Moskal, Anna2
Publikováno v: Surgical & Vascular Nursing / Pielegniarstwo Chirurgiczne i Angiologiczne. 2023, Vol. 17 Issue 4, p166-171. 6p.
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10
Akademický článek
Effects of body orientation and direction of movement on a knee joint angle reproduction test in healthy subjects: An experimental study.
Autor: Wieber, Juliane1,2,3 (AUTHOR) j.wieber@outlook.de.ORCID:https://orcid.org/0000-0002-2904-9305, Brandt, Jasmin1,2 (AUTHOR), Pieper, Maike1,2 (AUTHOR), Hirschhäuser, Eva1,2 (AUTHOR), Catalá-Lehnen, Philip3 (AUTHOR), Rein, Robert2 (AUTHOR), Braunstein, Bjoern1,4,5,6 (AUTHOR)
Publikováno v: Technology & Health Care. 2023, Vol. 31 Issue 5, p1567-1578. 12p.
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