Nuno Carvalhais

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Markus ReichsteinDepartment of Biogeochemical Integration, Max-Planck-Institute for BiogeochemistryVerified email at bgc-jena.mpg.de
Mirco MigliavaccaEuropean Commission, Joint Research CentreVerified email at ec.europa.eu
Sujan KoiralaMax Planck Institute for BiogeochemistryVerified email at bgc-jena.mpg.de
Dario PapaleNational Research Council (CNR) - IRETVerified email at cnr.it
philippe CiaisLaboratoire des Sciences du Climat et de l'Environnement Université Paris SaclayVerified email at cea.fr
Maurizio SantoroGamma Remote SensingVerified email at gamma-rs.ch
Miguel D. MahechaInstitute for Earth System Science and Remote Sensing & RSC4Earth, Leipzig UniversityVerified email at uni-leipzig.de
Enrico TomelleriFree University of Bozen/BolzanoVerified email at unibz.it
Gustau Camps-VallsProfessor. Image Processing Lab (IPL). Universitat de ValènciaVerified email at uv.es
Gitta LasslopSenckenberg Biodiversity and Climate Research CentreVerified email at senckenberg.de
Alessandro CescattiEuropean Commission, JRC, Directorate for Sustainable ResourcesVerified email at ec.europa.eu
Christian BeerVerified email at aces.su.se
Matthias ForkelTechnische Universität Dresden, Faculty of Environmental SciencesVerified email at tu-dresden.de
Martin ThurnerPostdoctoral Researcher, Karlsruhe Institute of Technology (KIT), IMK-IFUVerified email at kit.edu
Sönke ZaehleDepartment of Biogeochemical Signals, Max Planck Institute for Biogeochemistry, Jena, GermanyVerified email at bgc-jena.mpg.de
Julia SeixasProfessor, NOVA University of LisbonVerified email at fct.unl.pt
Christopher S.R. NeighNASA Goddard Spaceflight CenterVerified email at nasa.gov
Kirsten ThonickePotsdam Institute for Climate Impact ResearchVerified email at pik-potsdam.de
Sebastiaan LuyssaertVerified email at vu.nl
Leonardo MontagnaniFaculty of Agricultural, Environmental and Food Sciences, Free University of BolzanoVerified email at unibz.it

Nuno Carvalhais

Max Planck Institute for Biogeochemistry

Verified email at bgc-jena.mpg.de


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Deep learning and process understanding for data-driven Earth system science M Reichstein, G Camps-Valls, B Stevens, M Jung, J Denzler, ... Nature 566 (7743), 195-204, 2019	3479	2019
Terrestrial gross carbon dioxide uptake: global distribution and covariation with climate C Beer, M Reichstein, E Tomelleri, P Ciais, M Jung, N Carvalhais, ... Science 329 (5993), 834-838, 2010	2791	2010
Global covariation of carbon turnover times with climate in terrestrial ecosystems N Carvalhais, M Forkel, M Khomik, J Bellarby, M Jung, M Migliavacca, ... Nature 514 (7521), 213-217, 2014	822	2014
Unexpectedly large impact of forest management and grazing on global vegetation biomass KH Erb, T Kastner, C Plutzar, ALS Bais, N Carvalhais, T Fetzel, S Gingrich, ... Nature 553 (7686), 73-76, 2018	681	2018
Trend change detection in NDVI time series: Effects of inter-annual variability and methodology M Forkel, N Carvalhais, J Verbesselt, M Mahecha, C Neigh, M Reichstein Remote Sensing 5 (5), 2113-2144, 2013	550	2013
Global convergence in the temperature sensitivity of respiration at ecosystem level MD Mahecha, M Reichstein, N Carvalhais, G Lasslop, H Lange, ... Science 329 (5993), 838-840, 2010	526	2010
Global convergence in the temperature sensitivity of respiration at ecosystem level MD Mahecha, M Reichstein, N Carvalhais, G Lasslop, H Lange, ... Science 329 (5993), 838-840, 2010	525	2010
Estimating air surface temperature in Portugal using MODIS LST data A Benali, AC Carvalho, JP Nunes, N Carvalhais, A Santos Remote Sensing of Environment 124, 108-121, 2012	506	2012
Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach M Jung, C Schwalm, M Migliavacca, S Walther, G Camps-Valls, S Koirala, ... Biogeosciences 17 (5), 1343-1365, 2020	455	2020
Toward more realistic projections of soil carbon dynamics by Earth system models Y Luo, A Ahlström, SD Allison, NH Batjes, V Brovkin, N Carvalhais, ... Global Biogeochemical Cycles 30 (1), 40-56, 2016	441	2016
Enhanced seasonal CO2 exchange caused by amplified plant productivity in northern ecosystems M Forkel, N Carvalhais, C Rödenbeck, R Keeling, M Heimann, ... Science 351 (6274), 696-699, 2016	429	2016
Improving land surface models with FLUXNET data M Williams, AD Richardson, M Reichstein, PC Stoy, P Peylin, H Verbeeck, ... Biogeosciences 6 (7), 1341-1359, 2009	390	2009
Carbon stock and density of northern boreal and temperate forests M Thurner, C Beer, M Santoro, N Carvalhais, T Wutzler, ... Global Ecology and Biogeography 23 (3), 297-310, 2014	309	2014
Global spatiotemporal distribution of soil respiration modeled using a global database S Hashimoto, N Carvalhais, A Ito, M Migliavacca, K Nishina, M Reichstein Biogeosciences 12 (13), 4121-4132, 2015	303	2015
A framework for benchmarking land models YQ Luo, JT Randerson, G Abramowitz, C Bacour, E Blyth, N Carvalhais, ... Biogeosciences 9 (10), 3857-3874, 2012	301	2012
Codominant water control on global interannual variability and trends in land surface phenology and greenness M Forkel, M Migliavacca, K Thonicke, M Reichstein, S Schaphoff, ... Global change biology 21 (9), 3414-3435, 2015	238	2015
Microbial carbon use efficiency promotes global soil carbon storage F Tao, Y Huang, BA Hungate, S Manzoni, SD Frey, MWI Schmidt, ... Nature, 1-5, 2023	226	2023
Severity of drought and heatwave crop losses tripled over the last five decades in Europe TA Brás, J Seixas, N Carvalhais, J Jägermeyr Environmental Research Letters, 2021	222	2021
The global forest above-ground biomass pool for 2010 estimated from high-resolution satellite observations M Santoro, O Cartus, N Carvalhais, D Rozendaal, V Avitabile, A Araza, ... Earth System Science Data 13 (8), 3927-3950, 2021	212	2021
The three major axes of terrestrial ecosystem function M Migliavacca, T Musavi, MD Mahecha, JA Nelson, J Knauer, ... Nature 598 (7881), 468-472, 2021	171	2021

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