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Upscaling
Predicting Spatiotemporal Variability in Radial Tree Growth at the Continental Scale with Machine Learning
Abstract Tree-ring chronologies encode interannual variability in forest growth rates over long time periods from decades to centuries …
Paul Bodesheim
,
Flurin Babst
,
David C. Frank
,
Claudia Hartl
,
Christian S. Zang
,
Martin Jung
,
Markus Reichstein
,
Miguel D. Mahecha
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DOI
Effect of Spatial Sampling from European Flux Towers for Estimating Carbon and Water Fluxes with Artificial Neural Networks
Abstract Empirical modeling approaches are frequently used to upscale local eddy covariance observations of carbon, water, and energy …
Dario Papale
,
T. Andrew Black
,
Nuno Carvalhais
,
Alessandro Cescatti
,
Jiquan Chen
,
Martin Jung
,
Gerard Kiely
,
Gitta Lasslop
,
Miguel D. Mahecha
,
Hank Margolis
,
Lutz Merbold
,
Leonardo Montagnani
,
Eddy Moors
,
Jørgen E. Olesen
,
Markus Reichstein
,
Gianluca Tramontana
,
Eva Van Gorsel
,
Georg Wohlfahrt
,
Botond Ráduly
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DOI
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