The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
- Teacher spread
- 0.212 · how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baseline· verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
, 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.
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The record
- Venue
- Scientific Data
- Topic
- Plant Water Relations and Carbon Dynamics
- Field
- Environmental Science
- Canadian institutions
- Queen's UniversityUniversity of ManitobaCentre de Géomatique du QuébecUniversity of SaskatchewanCanadian Forest ServiceEnvironment and Climate Change CanadaUniversity of British ColumbiaUniversity of WaterlooGlobal Institute for Water SecurityUniversité LavalNatural Resources CanadaMinistère des Ressources naturelles et des ForêtsOntario Drive & Gear (Canada)McMaster University
- Funders
- Natural Environment Research CouncilSight Research UK
- Keywords
- Eddy covarianceCovariancePipeline (software)Computer scienceData miningStatisticsMathematicsBiology
- Has abstract in OpenAlex
- yes