Quantifying calcium carbonate and organic carbon content in marine sediments from XRF-scanning spectra with a machine learning approach

Gespeichert in:

Autor*in:	Lee, An-Sheng [verfasserIn] Chao, Weng-Si [verfasserIn] Ya Hsuan Liou, Sofia [verfasserIn] Tiedemann, Ralf [verfasserIn] Zolitschka, Bernd [verfasserIn] Lembke-Jene, Lester [verfasserIn]

Format:	E-Artikel
Sprache:	Englisch

Erschienen:	2022

Umfang:	Illustrationen

Übergeordnetes Werk:	Enthalten in: Scientific reports - [London] : Springer Nature, 2011, 12(2022), Artikel-ID 20860
Übergeordnetes Werk:	volume:12 ; year:2022 ; elocationid:20860

Links:	Link aufrufen

DOI / URN:	10.1038/s41598-022-25377-x

Katalog-ID:	1895479193

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spelling	10.1038/s41598-022-25377-x doi (DE-627)1895479193 (DE-599)KXP1895479193 DE-627 ger DE-627 rda eng Lee, An-Sheng verfasserin aut Quantifying calcium carbonate and organic carbon content in marine sediments from XRF-scanning spectra with a machine learning approach An-Sheng Lee, Weng-Si Chao, Sofia Ya Hsuan Liou, Ralf Tiedemann, Bernd Zolitschka and Lester Lembke-Jene 2022 Illustrationen Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Chao, Weng-Si verfasserin aut Ya Hsuan Liou, Sofia verfasserin aut Tiedemann, Ralf verfasserin aut Zolitschka, Bernd verfasserin aut Lembke-Jene, Lester verfasserin aut Enthalten in Scientific reports [London] : Springer Nature, 2011 12(2022), Artikel-ID 20860 Online-Ressource (DE-627)663366712 (DE-600)2615211-3 (DE-576)346641179 2045-2322 nnns volume:12 year:2022 elocationid:20860 https://doi.org/10.1038/s41598-022-25377-x Resolving-System kostenfrei GBV_USEFLAG_U GBV_ILN_2403 ISIL_DE-LFER SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_171 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_381 GBV_ILN_602 GBV_ILN_2005 GBV_ILN_2009 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2111 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 12 2022 20860 2403 01 DE-LFER 4565440547 00 --%%-- --%%-- n --%%-- l01 12-08-24 2403 01 DE-LFER https://doi.org/10.1038/s41598-022-25377-x
allfields_unstemmed	10.1038/s41598-022-25377-x doi (DE-627)1895479193 (DE-599)KXP1895479193 DE-627 ger DE-627 rda eng Lee, An-Sheng verfasserin aut Quantifying calcium carbonate and organic carbon content in marine sediments from XRF-scanning spectra with a machine learning approach An-Sheng Lee, Weng-Si Chao, Sofia Ya Hsuan Liou, Ralf Tiedemann, Bernd Zolitschka and Lester Lembke-Jene 2022 Illustrationen Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Chao, Weng-Si verfasserin aut Ya Hsuan Liou, Sofia verfasserin aut Tiedemann, Ralf verfasserin aut Zolitschka, Bernd verfasserin aut Lembke-Jene, Lester verfasserin aut Enthalten in Scientific reports [London] : Springer Nature, 2011 12(2022), Artikel-ID 20860 Online-Ressource (DE-627)663366712 (DE-600)2615211-3 (DE-576)346641179 2045-2322 nnns volume:12 year:2022 elocationid:20860 https://doi.org/10.1038/s41598-022-25377-x Resolving-System kostenfrei GBV_USEFLAG_U GBV_ILN_2403 ISIL_DE-LFER SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_171 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_381 GBV_ILN_602 GBV_ILN_2005 GBV_ILN_2009 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2111 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 12 2022 20860 2403 01 DE-LFER 4565440547 00 --%%-- --%%-- n --%%-- l01 12-08-24 2403 01 DE-LFER https://doi.org/10.1038/s41598-022-25377-x
allfieldsGer	10.1038/s41598-022-25377-x doi (DE-627)1895479193 (DE-599)KXP1895479193 DE-627 ger DE-627 rda eng Lee, An-Sheng verfasserin aut Quantifying calcium carbonate and organic carbon content in marine sediments from XRF-scanning spectra with a machine learning approach An-Sheng Lee, Weng-Si Chao, Sofia Ya Hsuan Liou, Ralf Tiedemann, Bernd Zolitschka and Lester Lembke-Jene 2022 Illustrationen Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Chao, Weng-Si verfasserin aut Ya Hsuan Liou, Sofia verfasserin aut Tiedemann, Ralf verfasserin aut Zolitschka, Bernd verfasserin aut Lembke-Jene, Lester verfasserin aut Enthalten in Scientific reports [London] : Springer Nature, 2011 12(2022), Artikel-ID 20860 Online-Ressource (DE-627)663366712 (DE-600)2615211-3 (DE-576)346641179 2045-2322 nnns volume:12 year:2022 elocationid:20860 https://doi.org/10.1038/s41598-022-25377-x Resolving-System kostenfrei GBV_USEFLAG_U GBV_ILN_2403 ISIL_DE-LFER SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_171 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_381 GBV_ILN_602 GBV_ILN_2005 GBV_ILN_2009 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2111 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 12 2022 20860 2403 01 DE-LFER 4565440547 00 --%%-- --%%-- n --%%-- l01 12-08-24 2403 01 DE-LFER https://doi.org/10.1038/s41598-022-25377-x
allfieldsSound	10.1038/s41598-022-25377-x doi (DE-627)1895479193 (DE-599)KXP1895479193 DE-627 ger DE-627 rda eng Lee, An-Sheng verfasserin aut Quantifying calcium carbonate and organic carbon content in marine sediments from XRF-scanning spectra with a machine learning approach An-Sheng Lee, Weng-Si Chao, Sofia Ya Hsuan Liou, Ralf Tiedemann, Bernd Zolitschka and Lester Lembke-Jene 2022 Illustrationen Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Chao, Weng-Si verfasserin aut Ya Hsuan Liou, Sofia verfasserin aut Tiedemann, Ralf verfasserin aut Zolitschka, Bernd verfasserin aut Lembke-Jene, Lester verfasserin aut Enthalten in Scientific reports [London] : Springer Nature, 2011 12(2022), Artikel-ID 20860 Online-Ressource (DE-627)663366712 (DE-600)2615211-3 (DE-576)346641179 2045-2322 nnns volume:12 year:2022 elocationid:20860 https://doi.org/10.1038/s41598-022-25377-x Resolving-System kostenfrei GBV_USEFLAG_U GBV_ILN_2403 ISIL_DE-LFER SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_171 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_381 GBV_ILN_602 GBV_ILN_2005 GBV_ILN_2009 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2111 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 12 2022 20860 2403 01 DE-LFER 4565440547 00 --%%-- --%%-- n --%%-- l01 12-08-24 2403 01 DE-LFER https://doi.org/10.1038/s41598-022-25377-x
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topic_title	Quantifying calcium carbonate and organic carbon content in marine sediments from XRF-scanning spectra with a machine learning approach An-Sheng Lee, Weng-Si Chao, Sofia Ya Hsuan Liou, Ralf Tiedemann, Bernd Zolitschka and Lester Lembke-Jene
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title_full	Quantifying calcium carbonate and organic carbon content in marine sediments from XRF-scanning spectra with a machine learning approach An-Sheng Lee, Weng-Si Chao, Sofia Ya Hsuan Liou, Ralf Tiedemann, Bernd Zolitschka and Lester Lembke-Jene
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title_sort	quantifying calcium carbonate and organic carbon content in marine sediments from xrf-scanning spectra with a machine learning approach
title_auth	Quantifying calcium carbonate and organic carbon content in marine sediments from XRF-scanning spectra with a machine learning approach
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title_short	Quantifying calcium carbonate and organic carbon content in marine sediments from XRF-scanning spectra with a machine learning approach
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Quantifying calcium carbonate and organic carbon content in marine sediments from XRF-scanning spectra with a machine learning approach

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