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The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data

pmid: 32647314
pmc: PMC7347557
The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data
AbstractThe FLUXNET2015 dataset provides ecosystem-scale data on CO2, water, and energy exchange between the biosphere and the atmosphere, and other meteorological and biological measurements, from 212 sites around the globe (over 1500 site-years, up to and including year 2014). These sites, independently managed and operated, voluntarily contributed their data to create global datasets. Data were quality controlled and processed using uniform methods, to improve consistency and intercomparability across sites. The dataset is already being used in a number of applications, including ecophysiology studies, remote sensing studies, and development of ecosystem and Earth system models. FLUXNET2015 includes derived-data products, such as gap-filled time series, ecosystem respiration and photosynthetic uptake estimates, estimation of uncertainties, and metadata about the measurements, presented for the first time in this paper. In addition, 206 of these sites are for the first time distributed under a Creative Commons (CC-BY 4.0) license. This paper details this enhanced dataset and the processing methods, now made available as open-source codes, making the dataset more accessible, transparent, and reproducible.
- State University of New York at Potsdam United States
- Forest Research Institute Malaysia Malaysia
- The Ohio State University at Marion United States
- Wayne State College United States
- Laboratoire Parole et Langage France
Meteorologie en Luchtkwaliteit, Data Descriptor, Settore AGR/05 - ASSESTAMENTO FORESTALE E SELVICOLTURA, 550, dataset provides ecosystem, UNCERTAINTY, Eddy covariance, Oceanography, 551, 1710 Information Systems, Observation météorologique, Klimaatverandering, ecosystem-scale data, remote sensing, Physical Sciences and Mathematics, 2613 Statistics and Probability, SITES, assimilation, Energy, Respiration, Statistics, Uncertainty, Life Sciences, climate change, Terrestrial biome, RESPIRATION, gapfilling, [SDE]Environmental Sciences, Assimilation, Water Resources, time-series analysis, Anhídrid carbònic, Net ecosystem exchange, ecosystems, environment, Geosciences, 3304 Education, Écosystème, STORAGE, Information Systems, Statistics and Probability, ecosystem approaches [EN], Meteorology and Air Quality, ecophysiology, net ecosystem exchange, interannual variability, ASSIMILATION, Library and Information Sciences, carbon-dioxide, 333, Klimaatverandering en adaptief land- en watermanagement, Education, collection [EN], eddy covariance data, XXXXXX - Unknown, 1706 Computer Science Applications, Donnée climatique, ddc:550, metadata, Water, eddy flux, Climate Resilience, Klimaatbestendigheid, atmosphere, processing, 3309 Library and Information Sciences, respiration, info:eu-repo/classification/ddc/500, [SDE] Environmental Sciences, breathing, Storage, Oceanography, Hydrology, Water Resources, data sets, 630, greenhouse gas emission, CARBON-DIOXIDE, Engineering, ENERGY-BALANCE CLOSURE, sites, dataset, uncertainty, Échange d'énergie, open access, FLUXNET2015, Alterra - Klimaatverandering en adaptief land- en watermanagement, article, pipeline, fluxnet, Energy balance closure, licence, ddc:no, Computer Science Applications, 1804 Statistics, data, Eau, Collecte de données, Energia, P01 - Conservation de la nature et ressources foncières, Statistics, Probability and Uncertainty, INTERANNUAL VARIABILITY, SDG 6 - Clean Water and Sanitation, Eddy Covariance, Engineering sciences. Technology, Alterra - Climate change and adaptive land and water management, FLUX, Climate Change and Adaptive Land and Water Management, biosphere, Climate Change, storage, Life Science, ONEFlux processing pipeline, ecosystem, photosynthesis, info:eu-repo/classification/ddc/550, research, WIMEK, NET ECOSYSTEM EXCHANGE, flux, Earth sciences, Geomatic Engineering, Carbon dioxide, 306, time series analysis, Earth Sciences, Probability and Uncertainty, Water Systems and Global Change, Hydrology, energy-balance closure, Dioxyde de carbone, agrovoc: agrovoc:c_4780, agrovoc: agrovoc:c_2482, agrovoc: agrovoc:c_2128, agrovoc: agrovoc:c_330898, agrovoc: agrovoc:c_331454, agrovoc: agrovoc:c_1302, agrovoc: agrovoc:c_29553, agrovoc: agrovoc:c_8309, agrovoc: agrovoc:c_2568
Meteorologie en Luchtkwaliteit, Data Descriptor, Settore AGR/05 - ASSESTAMENTO FORESTALE E SELVICOLTURA, 550, dataset provides ecosystem, UNCERTAINTY, Eddy covariance, Oceanography, 551, 1710 Information Systems, Observation météorologique, Klimaatverandering, ecosystem-scale data, remote sensing, Physical Sciences and Mathematics, 2613 Statistics and Probability, SITES, assimilation, Energy, Respiration, Statistics, Uncertainty, Life Sciences, climate change, Terrestrial biome, RESPIRATION, gapfilling, [SDE]Environmental Sciences, Assimilation, Water Resources, time-series analysis, Anhídrid carbònic, Net ecosystem exchange, ecosystems, environment, Geosciences, 3304 Education, Écosystème, STORAGE, Information Systems, Statistics and Probability, ecosystem approaches [EN], Meteorology and Air Quality, ecophysiology, net ecosystem exchange, interannual variability, ASSIMILATION, Library and Information Sciences, carbon-dioxide, 333, Klimaatverandering en adaptief land- en watermanagement, Education, collection [EN], eddy covariance data, XXXXXX - Unknown, 1706 Computer Science Applications, Donnée climatique, ddc:550, metadata, Water, eddy flux, Climate Resilience, Klimaatbestendigheid, atmosphere, processing, 3309 Library and Information Sciences, respiration, info:eu-repo/classification/ddc/500, [SDE] Environmental Sciences, breathing, Storage, Oceanography, Hydrology, Water Resources, data sets, 630, greenhouse gas emission, CARBON-DIOXIDE, Engineering, ENERGY-BALANCE CLOSURE, sites, dataset, uncertainty, Échange d'énergie, open access, FLUXNET2015, Alterra - Klimaatverandering en adaptief land- en watermanagement, article, pipeline, fluxnet, Energy balance closure, licence, ddc:no, Computer Science Applications, 1804 Statistics, data, Eau, Collecte de données, Energia, P01 - Conservation de la nature et ressources foncières, Statistics, Probability and Uncertainty, INTERANNUAL VARIABILITY, SDG 6 - Clean Water and Sanitation, Eddy Covariance, Engineering sciences. Technology, Alterra - Climate change and adaptive land and water management, FLUX, Climate Change and Adaptive Land and Water Management, biosphere, Climate Change, storage, Life Science, ONEFlux processing pipeline, ecosystem, photosynthesis, info:eu-repo/classification/ddc/550, research, WIMEK, NET ECOSYSTEM EXCHANGE, flux, Earth sciences, Geomatic Engineering, Carbon dioxide, 306, time series analysis, Earth Sciences, Probability and Uncertainty, Water Systems and Global Change, Hydrology, energy-balance closure, Dioxyde de carbone, agrovoc: agrovoc:c_4780, agrovoc: agrovoc:c_2482, agrovoc: agrovoc:c_2128, agrovoc: agrovoc:c_330898, agrovoc: agrovoc:c_331454, agrovoc: agrovoc:c_1302, agrovoc: agrovoc:c_29553, agrovoc: agrovoc:c_8309, agrovoc: agrovoc:c_2568
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