Adjustment of global gridded precipitation for systematic bias, Journal of Geophysical Research: Atmospheres, vol.105, issue.D6, pp.10-1029, 2003. ,
DOI : 10.1029/2002JD002499
Correction of Global Precipitation Products for Orographic Effects, Journal of Climate, vol.19, issue.1, pp.15-3810, 2006. ,
DOI : 10.1175/JCLI3604.1
Evaluation of Land Surface Models in Reproducing Satellite Derived Leaf Area Index over the High-Latitude Northern Hemisphere. Part II: Earth System Models, Remote Sensing, vol.5, issue.8, pp.3637-3661, 2013. ,
DOI : 10.3390/rs5083637
Reduction in areal extent of high-latitude wetlands in response to permafrost thaw, Nature Geoscience, vol.25, issue.7, pp.444-448, 2011. ,
DOI : 10.1038/ngeo1160
'Breathing' of the terrestrial biosphere: lessons learned from a global network of carbon dioxide flux measurement systems, Australian Journal of Botany, vol.56, issue.1, pp.1-26, 2008. ,
DOI : 10.1071/BT07151
Assessing the eddy covariance technique for evaluating carbon dioxide exchange rates of ecosystems: past, present and future, Global Change Biology, vol.104, issue.3, pp.479-492, 2003. ,
DOI : 10.1029/2000JD900080
sources due to differential amplification of the carbon cycle, Ecology Letters, vol.16, issue.2, pp.1307-1315, 2013. ,
DOI : 10.1111/ele.12164
Modeling the large-scale effects of surface moisture heterogeneity on wetland carbon fluxes in the West Siberian Lowland, Biogeosciences, vol.10, issue.10, pp.6559-657610, 2013. ,
DOI : 10.5194/bg-10-6559-2013
A global relationship between the heterotrophic and autotrophic components of soil respiration?, Global Change Biology, vol.75, issue.10, pp.1756-1766, 2004. ,
DOI : 10.1139/cjfr-31-5-786
Arctic warming, increasing snow cover and widespread boreal winter cooling, Environmental Research Letters, vol.7, issue.1, pp.10-1088, 2012. ,
DOI : 10.1088/1748-9326/7/1/014007
Anthropocene, Earth System Science in the Anthropocene, pp.13-1810, 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-01446643
Local evaluation of the Interaction between Soil Biosphere Atmosphere soil multilayer diffusion scheme using four pedotransfer functions, Journal of Geophysical Research, vol.28, issue.9, p.10, 1029. ,
DOI : 10.1029/2011JD016002
An estimate of the terrestrial carbon budget of Russia using inventory-based, eddy covariance and inversion methods, Biogeosciences, vol.95194, pp.5323-534010, 2012. ,
Potential carbon release from permafrost soils of Northeastern Siberia, Global Change Biology, vol.98, issue.12, pp.2336-2351, 2006. ,
DOI : 10.1126/science.1128908
Importance of recent shifts in soil thermal dynamics on growing season length, productivity, and carbon sequestration in terrestrial high-latitude ecosystems, Global Change Biology, vol.55, issue.4, pp.731-750, 2006. ,
DOI : 10.1029/2001JD900151
Examining soil carbon uncertainty in a global model: response of microbial decomposition to temperature, moisture and nutrient limitation, Biogeosciences, vol.105194, pp.7095-710810, 2013. ,
Satellite-observed photosynthetic trends across boreal North America associated with climate and fire disturbance, Proceedings of the National Academy of Sciences, vol.102, issue.38, pp.13521-13525, 2005. ,
DOI : 10.1073/pnas.0506179102
Using satellite time-series data sets to analyze fire disturbance and forest recovery across Canada, Remote Sensing of Environment, vol.101, issue.3, pp.352-365, 2006. ,
DOI : 10.1016/j.rse.2006.01.011
How the insulating properties of snow affect soil carbon distribution in the continental pan-Arctic area, Journal of Geophysical Research: Biogeosciences, vol.312, issue.D3, pp.202010-1029, 2012. ,
DOI : 10.1126/science.1128908
Enhanced Seasonal Exchange of CO2 by Northern Ecosystems Since 1960, Science, vol.341, issue.6150, pp.1085-1089, 1960. ,
DOI : 10.1126/science.1239207
Ongoing climatic change in Northern Eurasia: justification for expedient research, Environmental Research Letters, vol.4, issue.4, pp.10-1088, 2009. ,
DOI : 10.1088/1748-9326/4/4/045002
Northern Eurasia Earth Science Partnership Initiative (NEESPI), science plan overview, Global Planet, Change, vol.56, pp.215-234, 2007. ,
DOI : 10.1016/j.gloplacha.2006.07.027
The Northern Eurasia Earth Science Partnership: An Example of Science Applied to Societal Needs, Bulletin of the American Meteorological Society, vol.90, issue.5, pp.671-688, 2009. ,
DOI : 10.1175/2008BAMS2556.1
Updated high-resolution grids of monthly climatic observations - the CRU TS3.10 Dataset, International Journal of Climatology, vol.15, issue.12, pp.623-642, 2014. ,
DOI : 10.1002/joc.3711
The need for ???apples-to-apples??? comparisons of carbon dioxide source and sink estimates, Eos, Transactions American Geophysical Union, vol.63, issue.2, pp.404-405, 2012. ,
DOI : 10.1029/2012EO410007
Is the northern high-latitude land-based CO 2 sink weakening?, Global Biogeochem. Cy, vol.25, pp.301810-1029, 2011. ,
The impacts of recent permafrost thaw on land???atmosphere greenhouse gas exchange, Environmental Research Letters, vol.9, issue.4, pp.4500510-1088, 2014. ,
DOI : 10.1088/1748-9326/9/4/045005
Evaluation of remote sensing based terrestrial productivity from MODIS using regional tower eddy flux network observations, IEEE Transactions on Geoscience and Remote Sensing, vol.44, issue.7, 1908. ,
DOI : 10.1109/TGRS.2005.853936
Controls over carbon storage and turnover in high-latitude soils, Global Change Biology, vol.98, issue.29, pp.196-210, 2000. ,
DOI : 10.1046/j.1365-2486.2000.06021.x
Large-scale forest girdling shows that current photosynthesis drives soil respiration, International Permafrost Association Standing Committee on Data Information and Communication (comp.): Circumpolar Active- Layer Permafrost System (CAPS), pp.789-79210, 2001. ,
DOI : 10.1038/35081058
Estimation of the impact of land-surface forcings on temperature trends in eastern United States, Journal of Geophysical Research, vol.101, issue.20, pp.10-1029, 2006. ,
DOI : 10.1029/2005JD006555
D: Terrestrial biosphere model performance for inter-annual variability of land-atmosphere CO 2 exchange, Glob, Change Biol, vol.18, 1971. ,
Net carbon uptake has increased through warming-induced changes in temperate forest phenology, Nature Climate Change, vol.3, issue.7, pp.598-60410, 1038. ,
DOI : 10.1111/j.1365-2486.2011.02521.x
Satellite detection of increasing Northern Hemisphere non-frozen seasons from 1979 to 2008: Implications for regional vegetation growth, Remote Sensing of Environment, vol.121, pp.472-487, 2012. ,
DOI : 10.1016/j.rse.2012.02.014
Spring Thaw and Its Effect on Terrestrial Vegetation Productivity in the Western Arctic Observed from Satellite Microwave and Optical Remote Sensing, Earth Interactions, vol.10, issue.21, pp.1-22, 2006. ,
DOI : 10.1175/EI187.1
On the formation of high-latitude soil carbon stocks: Effects of cryoturbation and insulation by organic matter in a land surface model, Geophysical Research Letters, vol.36, issue.21, pp.10-1029, 2009. ,
DOI : 10.1029/2009GL040150
URL : https://hal.archives-ouvertes.fr/insu-00448197
Controls on terrestrial carbon feedbacks by productivity vs. turnover in the CMIP5 Earth System Models, Biogeosciences Discussions, vol.12, issue.8, pp.5757-580110, 2015. ,
DOI : 10.5194/bgd-12-5757-2015
Carbon dioxide emission from soils of Russian terrestrial ecosystems, Interim Report, vol.70, p.2, 2003. ,
Separation of net ecosystem exchange into assimilation and respiration using a light response curve approach: critical issues and global evaluation, Global Change Biology, vol.15, issue.1, pp.187-208, 2010. ,
DOI : 10.1111/j.1365-2486.2009.02041.x
Concentration Continue to Increase?, If Anthropogenic CO 2 Emissions Cease, Will Atmospheric CO 2 Concentration Continue to Increase, pp.9563-9576, 2013. ,
DOI : 10.1175/JCLI-D-12-00751.1
with Spaceborne Microwave Remote Sensing, Earth Interactions, vol.8, issue.20, pp.1-23, 2004. ,
DOI : 10.1175/1087-3562(2004)8<1:VISTIT>2.0.CO;2
Modeling the effects of snowpack on heterotrophic respiration across northern temperate and high latitude regions: Comparison with measurements of atmospheric carbon dioxide in high latitudes, Biogeochemistry, vol.48, issue.1, pp.91-114101006286804351, 1023. ,
DOI : 10.1023/A:1006286804351
An assessment of the carbon balance of Arctic tundra: comparisons among observations , process models, and atmospheric inversions, Biogeosciences, vol.95194, pp.3185-320410, 2012. ,
Global climate change and terrestrial net primary production, Nature, vol.363, issue.6426, pp.234-240, 1993. ,
DOI : 10.1038/363234a0
Modelling Tundra Vegetation Response to Recent Arctic Warming, AMBIO, vol.115, issue.S3, pp.281-291, 2012. ,
DOI : 10.1007/s13280-012-0306-1
An improved method of constructing a database of monthly climate observations and associated high-resolution grids, International Journal of Climatology, vol.78, issue.6, pp.693-712, 2005. ,
DOI : 10.1002/joc.1181
Evaluation of Land Surface Models in Reproducing Satellite-Derived LAI over the High- Latitude Northern Hemisphere, pp.4819-4838, 2013. ,
Increased plant growth in the northern high latitudes from 1981 to 1991, Nature, vol.386, issue.6626, pp.698-702, 1981. ,
DOI : 10.1038/386698a0
River flow forecasting through conceptual models part I ??? A discussion of principles, Journal of Hydrology, vol.10, issue.3, pp.282-290, 1970. ,
DOI : 10.1016/0022-1694(70)90255-6
flux in an Arctic tussock tundra ecosystem, Journal of Geophysical Research: Biogeosciences, vol.116, issue.D2, pp.323-33910, 2014. ,
DOI : 10.1029/2009JG001241
Longer growing seasons do not increase net carbon uptake in the northeastern Siberian tundra, Journal of Geophysical Research, vol.106, issue.D17, pp.401310-1029, 2011. ,
DOI : 10.1029/2011JG001653
fluxes simulated by terrestrial ecosystem models, Global Biogeochemical Cycles, vol.9, issue.1, pp.46-6410, 1002. ,
DOI : 10.1029/2004GB0022763
trends, Evaluation of terrestrial carbon cycle models for their response to climate variability and to CO 2 trends, pp.2117-2132, 2013. ,
DOI : 10.1111/gcb.12187
URL : https://hal.archives-ouvertes.fr/hal-00320555
Holocene Carbon Stocks and Carbon Accumulation Rates Altered in Soils Undergoing Permafrost Thaw, Ecosystems, vol.33, issue.1, pp.162-173, 2012. ,
DOI : 10.1007/s10021-011-9500-4
Estimating the carbon balance of central Siberia using a landscape-ecosystem approach, atmospheric inversion and Dynamic Global Vegetation Models, Global Change Biology, vol.55, issue.1, pp.351-365, 2011. ,
DOI : 10.1111/j.1365-2486.2010.02275.x
Increasing River Discharge to the Arctic Ocean, Science, vol.298, issue.5601, pp.2171-2173, 2002. ,
DOI : 10.1126/science.1077445
Analysis of the Arctic System for Freshwater Cycle Intensification: Observations and Expectations, Analysis of the Arctic System for Freshwater Cycle Intensification: Observations and Expectations, pp.5715-5737, 2010. ,
DOI : 10.1175/2010JCLI3421.1
On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm, On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm, pp.1424-1439, 2005. ,
DOI : 10.1046/j.1354-1013.2001.00435.x
Determinants of terrestrial ecosystem carbon balance inferred from European eddy covariance flux sites, Geophysical Research Letters, vol.18, issue.D23, pp.140210-1029, 2007. ,
DOI : 10.1029/2006GL027880
Terrestrial biosphere models need better representation of vegetation phenology: results from the North American Carbon Program Site Synthesis, Terrestrial biosphere models need better representation of vegetation phenology: results from the North American Carbon Program Site Synthesis, pp.566-584, 2012. ,
DOI : 10.1111/j.1365-2486.2011.02562.x
Permafrost thermal state in the polar Northern Hemisphere during the international polar year 2007-2009: a synthesis, Permafrost and Periglacial Processes, vol.111, issue.B02411, pp.106-11610, 2010. ,
DOI : 10.1002/ppp.689
A Continuous Satellite-Derived Measure of Global Terrestrial Primary Production, BioScience, vol.54, issue.6, pp.547-560, 2004. ,
DOI : 10.1641/0006-3568(2004)054[0547:ACSMOG]2.0.CO;2
Amount and timing of permafrost carbon release in response to climate warming, Tellus B, vol.312, issue.2, pp.165-180, 2011. ,
DOI : 10.1111/j.1600-0889.2011.00527.x
A model-data comparison of gross primary productivity: Results from the North American Carbon Program site synthesis, Journal of Geophysical Research: Biogeosciences, vol.73, issue.10, p.301010, 1029. ,
DOI : 10.1126/science.1192666
The pool of organic carbon in the soils of Russia, Eurasian Soil Science, vol.46, issue.2, pp.107-116, 2013. ,
DOI : 10.1134/S1064229313020129
The effect of permafrost thaw on old carbon release and net carbon exchange from tundra, Nature, vol.104, issue.7246, pp.556-559, 2009. ,
DOI : 10.1038/nature08031
Climate change: High risk of permafrost thaw, Nature, vol.452, issue.7375, pp.32-33, 2011. ,
DOI : 10.1038/480032a
Climate change and the permafrost carbon feedback, Nature, vol.118, issue.7546, pp.171-17910, 1038. ,
DOI : 10.1111/ele.12164
Processes and impacts of Arctic amplification: A research synthesis, Global Planet, Change, vol.77, pp.85-96, 2011. ,
The large-scale freshwater cycle of the Arctic, Journal of Geophysical Research, vol.57, issue.19, pp.1101010-1029, 2006. ,
DOI : 10.1029/2005JC003424
Development of a 50-Year High-Resolution Global Dataset of Meteorological Forcings for Land Surface Modeling, Journal of Climate, vol.19, issue.13, pp.3088-3111, 2006. ,
DOI : 10.1175/JCLI3790.1
Representation of vegetation dynamics in the modelling of terrestrial ecosystems: comparing two contrasting approaches within European climate space, Global Ecology & Biogeography, vol.10, issue.6, pp.621-637, 2001. ,
DOI : 10.1046/j.1466-822X.2001.00256.x
Trends in high northern latitude soil freeze and thaw cycles from, J. Geophys. Res.-Atmos, pp.10-1029, 1988. ,
Carbon-nitrogen interactions regulate climate-carbon cycle feedbacks: results from an atmosphereocean general circulation model, Biogeosciences, vol.65194, pp.2099-212010, 2009. ,
Evaluation of MODIS NPP and GPP products across multiple biomes, Remote Sensing of Environment, vol.102, issue.3-4, pp.282-292, 2006. ,
DOI : 10.1016/j.rse.2006.02.017
CRUNCEP data set for, Tech. Rep. Version 4, Tech. rep., Laboratoire des Sciences du Climat et de l'Environnement, p.20, 1901. ,
Response of CO 2 exchange in a tussock tundra ecosystem to permafrost thaw and thermokarst development, J. Geophys. Res.-Biogeo, vol.114, pp.401810-1029, 2009. ,
Integrating peatlands and permafrost into a dynamic global vegetation model: 2. Evaluation and sensitivity of vegetation and carbon cycle processes, Global Biogeochemical Cycles, vol.112, issue.4, pp.10-1029, 2009. ,
DOI : 10.1029/2008GB003413
Integrating peatlands and permafrost into a dynamic global vegetation model: 1. Evaluation and sensitivity of physical land surface processes, Global Biogeochemical Cycles, vol.18, issue.D24, pp.10-1029, 2009. ,
DOI : 10.1029/2008GB003412
Implementation and evaluation of a new methane model within a dynamic global vegetation model: LPJ-WHyMe v1.3.1, Geoscientific Model Development, vol.3, issue.2, pp.565-58410, 2010. ,
DOI : 10.5194/gmd-3-565-2010-supplement
Net primary production of forests: a constant fraction of gross primary production?, Tree Physiology, vol.18, issue.2, pp.129-134, 1998. ,
DOI : 10.1093/treephys/18.2.129
MIROC-ESM 2010: model description and basic results of CMIP5-20c3m experiments, Geoscientific Model Development, vol.4, issue.4, pp.845-87210, 2011. ,
DOI : 10.5194/gmd-4-845-2011
Creation of the WATCH Forcing Data and Its Use to Assess Global and Regional Reference Crop Evaporation over Land during the Twentieth Century, Journal of Hydrometeorology, vol.12, issue.5, pp.823-848, 2011. ,
DOI : 10.1175/2011JHM1369.1
Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance, Climate Research, vol.30, pp.79-8210, 2005. ,
DOI : 10.3354/cr030079
A refined index of model performance, International Journal of Climatology, vol.1, issue.3, pp.2088-2094, 2011. ,
DOI : 10.1002/joc.2419
Recent climate and fire disturbance impacts on boreal and arctic ecosystem productivity estimated using a satellite-based terrestrial carbon flux model, Journal of Geophysical Research: Biogeosciences, vol.111, issue.15, pp.606-622, 2013. ,
DOI : 10.1029/2004JG000004
Spring hydrology determines summer net carbon uptake in northern ecosystems, Environmental Research Letters, vol.9, issue.6, pp.6400310-1088, 2014. ,
DOI : 10.1088/1748-9326/9/6/064003
Terrestrial nitrogen-carbon cycle interactions at the global scale, Philosophical Transactions of the Royal Society B: Biological Sciences, vol.10, issue.12, 2013. ,
DOI : 10.1111/j.1461-0248.2007.01113.x
Satellite-based model detection of recent climate-driven changes in northern highlatitude vegetation productivity, J. Geophys. Res, vol.113, pp.303310-1029, 2008. ,
Drought-Induced Reduction in Global Terrestrial Net Primary Production from 2000 Through 2009, Science, vol.329, issue.5994, pp.940-943, 2000. ,
DOI : 10.1126/science.1192666
Improvements of the MODIS terrestrial gross and net primary production global data set, Remote Sensing of Environment, vol.95, issue.2, pp.164-176, 2005. ,
DOI : 10.1016/j.rse.2004.12.011
Enhanced poleward moisture transport and amplified northern high-latitude wetting trend, Nature Climate Change, vol.3, issue.1, pp.47-5110, 1038. ,
DOI : 10.1016/S0022-1694(00)00282-1