Towards pairing plot and field scale measurements in managed ecosystems: Using eddy covariance to cross-validate CO2 fluxes modeled from manual chamber campaigns

•Simultaneous measurements of CO2 fluxes with manual chambers and eddy covariance.•Comparison and cross-validation for two cropping periods (rapeseed, winter wheat).•Different setups for modeling fluxes from chamber campaigns incl. neural networks.•Uncertainty of ±175 g C m−2 on annual net CO2 purel...

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Bibliographic Details
Published in:	Agricultural and forest meteorology Vol. 256-257; pp. 362 - 378
Main Authors:	Lucas-Moffat, Antje M., Huth, Vytas, Augustin, Jürgen, Brümmer, Christian, Herbst, Mathias, Kutsch, Werner L.
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 15.06.2018
Subjects:	Agricultural ecosystem algorithms Brassica napus carbon dioxide Carbon dioxide fluxes carbon dioxide production Closed chamber campaigns data collection ecosystems eddy covariance Eddy covariance technique Germany net ecosystem exchange neural networks Non-linear regression algorithm photosynthesis temporal variation uncertainty Uncertainty analysis vegetation winter winter wheat Germany Carbon dioxide fluxes Non-linear regression algorithm Eddy covariance technique Uncertainty analysis Closed chamber campaigns Agricultural ecosystem
ISSN:	0168-1923, 1873-2240
Online Access:	Get full text
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