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Title: Effect of spatial sampling from European flux towers for estimating carbon and water fluxes with artificial neural networks: SAMPLING EFFECT ON FLUXES UPSCALING

Authors:
 [1] ;  [2] ;  [3] ;  [4] ;  [5] ;  [6] ;  [7] ;  [8] ;  [6] ;  [9] ;  [10] ;  [11] ;  [12] ; ORCiD logo [13] ;  [6] ;  [14] ;  [15] ; ORCiD logo [16] ;  [17]
  1. Department for Innovation in Biological, Agro-Food and Forest Systems, University of Tuscia, Viterbo Italy, CzechGlobe, Global Change Research Centre AS CR, Brno Czech Republic
  2. Faculty of Land and Food Systems, University of British Columbia, Vancouver British Columbia Canada
  3. Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena Germany, Departamento de Ciências e Engenharia do Ambiente, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Lisbon Portugal
  4. Institute for Environment and Sustainability, Joint Research Centre, European Commission, Ispra Italy
  5. CGCEO/Department of Geography, Michigan State University, East Lansing Michigan USA
  6. Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena Germany
  7. Civil and Environmental Engineering Department, and Environmental Research Institute, University College Cork, Cork Ireland
  8. Fire in the Earth System, Land in the Earth System, Max Planck Institute for Meteorology, Hamburg Germany
  9. Centre d'étude de la forêt, Université Laval, Quebec Quebec Canada
  10. Department of Environmental Systems Science, Institute of Agricultural Sciences, ETH Zurich, Zurich Switzerland
  11. Forest Services, Autonomous Province of Bolzano, Bolzano Italy, Faculty of Sciences and Technology, Free University of Bolzano, Bolzano Italy
  12. Alterra Wageningen UR, Wageningen Netherlands, VU University Amsterdam, Amsterdam Netherlands
  13. Department of Agroecology, Aarhus University, Tjele Denmark
  14. Department for Innovation in Biological, Agro-Food and Forest Systems, University of Tuscia, Viterbo Italy
  15. CSIRO Oceans and Atmosphere Flagship, Yarralumla Australia
  16. Institute for Ecology, University of Innsbruck, Innsbruck Austria, European Academy Bolzano, Bolzano Italy
  17. Department of Bioengineering, Sapientia Hungarian University of Transylvania, Miercurea Ciuc Romania
Publication Date:
Grant/Contract Number:
6283080; 313169; 640176
Type:
Publisher's Accepted Manuscript
Journal Name:
Journal of Geophysical Research. Biogeosciences
Additional Journal Information:
Journal Volume: 120; Journal Issue: 10; Related Information: CHORUS Timestamp: 2017-10-23 17:36:45; Journal ID: ISSN 2169-8953
Publisher:
Wiley Blackwell (John Wiley & Sons)
Sponsoring Org:
USDOE
Country of Publication:
United States
Language:
English
OSTI Identifier:
1402304