2019
DOI: 10.1038/s41597-019-0076-8
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The FLUXCOM ensemble of global land-atmosphere energy fluxes

Abstract: Although a key driver of Earth’s climate system, global land-atmosphere energy fluxes are poorly constrained. Here we use machine learning to merge energy flux measurements from FLUXNET eddy covariance towers with remote sensing and meteorological data to estimate global gridded net radiation, latent and sensible heat and their uncertainties. The resulting FLUXCOM database comprises 147 products in two setups: (1) 0.0833° resolution using MODIS remote sensing data (RS) and (2) 0.5° resolution using remote sens… Show more

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Cited by 527 publications
(464 citation statements)
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References 56 publications
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“…FLUXCOM is available from 2001 to 2014 at a resolution of 0.5° (available online at http://www.fluxcom.org). The FLUXCOM data involve two different products: one is based entirely on remote sensing data (RS), and one involves both remote sensing data and meteorological observations (RS + METEO) (Jung et al, ). In this study, we average the different data sets to obtain a single FLUXCOM series for each of the basins.…”
Section: Methodsmentioning
confidence: 99%
“…FLUXCOM is available from 2001 to 2014 at a resolution of 0.5° (available online at http://www.fluxcom.org). The FLUXCOM data involve two different products: one is based entirely on remote sensing data (RS), and one involves both remote sensing data and meteorological observations (RS + METEO) (Jung et al, ). In this study, we average the different data sets to obtain a single FLUXCOM series for each of the basins.…”
Section: Methodsmentioning
confidence: 99%
“…As soils may both emit and take up COS, ecosystem-scale COS flux measurements need to account for any soil exchange, even though typically the soil contribution is small (Maseyk et al, 2014;Whelan et al, 2018). One notable exception for larger soil F COS fluxes occurs in some agricultural systems (Whelan et al, 2016) due in part to the relationship of F COS with soil nitrogen (Kaisermann et al, 2018). Clearly, further studies are required in order to establish whether the complexities of and uncertainties associated with inferring g s from Eq.…”
Section: Carbonyl Sulfide (Cos) Fluxmentioning
confidence: 99%
“…Buendia et al (2010)). To further explore this hypothesis, we calculated two catchment-scale carbon 390 fluxes, that we think capture the first-order dynamics of ecosystems: the Gross Primary Production (GPP; in t/km 2 /yr) and the terrestrial ecosystem respiration (TER; in t/km 2 /yr), both retrieved from remote sensing data (Table S. (Tramontana et al, 2016;Jung et al, 2019). Respiration of organic matter leads to the release of nutrients to the ecosystem, such that catchment-scale TER can be rather used as a proxy 395 for the recycling of rock-derived nutrients (such as Ba) through litter remineralization.…”
Section: Relationships Between Biological Uptake Weathering Regime mentioning
confidence: 99%
“…Gross Primary Production (GPP) (in t/km 2 /yr) a) and Terrestrial Ecosystem Respiration (TER) (in t/km 2 /yr) b) retrieved from remote sensing data(Tramontana et al, 2016;Jung et al, 2019) vs. weathering intensity (W/D ratio) and c) GPP and d) TER vs. flux of Ba biological uptake (F Ba bio ). An interpretation of these trends in terms of the relative prominence of the "geogenic" and "organic" pathways sensu Uhlig and von Blanckenburg (2019) is provided in panel d).…”
mentioning
confidence: 99%
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