Markus Reichstein

发表

Assessing the Use of Multiple Constraints and Ancillary Data to Support Scope Model Inversion in a Experimental Grassland

Javier Pacheco-Labrador, Nuno Carvalhais, Óscar Pérez-Priego, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

The FLUXCOM ensemble of global land-atmosphere energy fluxes

Martin Jung, Markus Reichstein, Kazuhito Ichii, 2018, Scientific Data.

Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks

Markus Reichstein, Basil Kraft, Martin Jung, 2019, Front. Big Data.

Temperature control of decomposition rate - a critical review using literature data analysed with different models

Markus Reichstein, Thomas Kätterer, Olof Andrén, 1998 .

Estimation of Photosynthetic Light Use Efficiency in Semi-Arid Ecosystems with the MODIS-Derived Photochemical Reflectance Index

Markus Reichstein, Anna Goerner, Serge Rambal, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Maximally Divergent Intervals for Anomaly Detection pdf

Joachim Denzler, Markus Reichstein, Erik Rodner, 2016, ICML 2016.

Modelling Landsurface Time-Series with Recurrent Neural Nets

Martin Jung, Markus Reichstein, Fabian Gans, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Description of cropland CO2 exchange : a comparison of empirical and physiologically based estimates of Reco, GPP and NEE

Markus Reichstein, Pete Smith, Eric Ceschia, 2008 .

Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques

Joachim Denzler, Markus Reichstein, Erik Rodner, 2016 .

Potential of Multi-Temporal ALOS-2 PALSAR-2 ScanSAR Data for Vegetation Height Estimation in Tropical Forests of Mexico

Christian Thiel, Christiane Schmullius, Markus Reichstein, 2018, Remote. Sens..

Predicting Landscapes as Seen from Space from Environmental Conditions

Joachim Denzler, Markus Reichstein, Basil Kraft, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Constraining Uncertainty in Projected Gross Primary Production With Machine Learning

Markus Reichstein, Veronika Eyring, Gustau Camps-Valls, 2020 .

Trend Change Detection in NDVI Time Series: Effects of Inter-Annual Variability and Methodology

Jan Verbesselt, Markus Reichstein, Christopher S. R. Neigh, 2013, Remote. Sens..

Earth observation for land-atmosphere interaction science

Shaun Quegan, Markus Reichstein, Klaus Scipal, 2011 .

Deep learning and process understanding for data-driven Earth system science

Joachim Denzler, Prabhat, Nuno Carvalhais, 2019, Nature.

Trait prediction using hierarchical probabilistic matrix factorization.

Markus Reichstein, Arindam Banerjee, Franziska Schrodt, 2012 .

A perspective on Gaussian processes for Earth observation pdf

Markus Reichstein, Gustau Camps-Valls, Dino Sejdinovic, 2019, National science review.

Using Near-Infrared-Enabled Digital Repeat Photography to Track Structural and Physiological Phenology in Mediterranean Tree-Grass Ecosystems

Javier Pacheco-Labrador, Óscar Pérez-Priego, Tarek S. El-Madany, 2018, Remote. Sens..

Inferring causation from time series in Earth system sciences

Bernhard Schölkopf, Marten Scheffer, Markus Reichstein, 2019, Nature Communications.

Gap Filling in the Plant Kingdom - Trait Prediction Using Hierarchical Probabilistic Matrix Factorization

Markus Reichstein, Arindam Banerjee, Franziska Schrodt, 2012, ICML.

TRY plant trait database - enhanced coverage and open access.

Denis Bastianelli, Yuanzhi Li, Ben Somers, 2019, Global change biology.

Correction: Luo, Y.P. et al., Using Near-Infrared Enabled Digital Repeat Photography to Track Structural and Physiological Phenology in Mediterranean Tree-Grass Ecosystems. Remote Sens. 2018, 10, 1293

Javier Pacheco-Labrador, Óscar Pérez-Priego, Tarek S. El-Madany, 2019, Remote. Sens..

dimRed and coRanking - Unifying Dimensionality Reduction in R

Markus Reichstein, Miguel D. Mahecha, Guido Kraemer, 2018, R J..

Photosynthesis-Sun Induced Fluorescence Relationship in a Mediterranean Grassland

Javier Pacheco-Labrador, Óscar Pérez-Priego, Tarek S. El-Madany, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Nitrogen and Phosphorus effect on Sun-Induced Fluorescence and Gross Primary Productivity in Mediterranean Grassland

Javier Pacheco-Labrador, Óscar Pérez-Priego, Tarek S. El-Madany, 2019, Remote. Sens..

BHPMF – a hierarchical Bayesian approach to gap-filling and trait prediction for macroecology and functional biogeography

Anuj Karpatne, Markus Reichstein, Sandra Lavorel, 2015 .

Constraining Uncertainty in Projected Gross Primary Production With Machine Learning

Markus Reichstein, Gustau Camps-Valls, Pierre Friedlingstein, 2020, Journal of Geophysical Research: Biogeosciences.

Detection and attribution of large spatiotemporal extreme events in Earth observation data

Markus Reichstein, Stefan Harmeling, Miguel D. Mahecha, 2013, Ecol. Informatics.

Compensatory water effects link yearly global land CO2 sink changes to temperature

Atul K. Jain, Markus Reichstein, Kazuhito Ichii, 2017, Nature.

Creating and Accessing the Global Fluxnet Data Set

Nolan Li, Markus Reichstein, Dario Papale, 2008 .

Web-based modelling of energy, water and matter fluxes to support decision making in mesoscale catchments - the integrative perspective of GLOWA-Danube

Ralf Ludwig, Markus Reichstein, Wolfram Mauser, 2003 .

The imprint of plants on ecosystem functioning: A data-driven approach

Markus Reichstein, Mirco Migliavacca, Christian Wirth, 2015, Int. J. Appl. Earth Obs. Geoinformation.

Experiences Developing a Collaborative Data Sharing Portal for FLUXNET

Markus Reichstein, Dario Papale, Deborah A. Agarwal, 2009 .

On the Generalization of Agricultural Drought Classification from Climate Data pdf

Markus Reichstein, Veronika Eyring, Pierre Gentine, 2021, ArXiv.

A Data-Driven Approach to Partitioning Net Ecosystem Exchange Using a Deep State Space Model

Markus Reichstein, Jakob Runge, Maha Shadaydeh, 2021, IEEE Access.

The Role of the Biomass Mission in Carbon Cycle Science and Politics

Thuy Le Toan, Shaun Quegan, Markus Reichstein, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

senSCOPE: Modeling mixed canopies combining green and brown senesced leaves. Evaluation in a Mediterranean Grassland

Javier Pacheco-Labrador, Tarek S. El-Madany, Markus Reichstein, 2021 .

EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task

Markus Reichstein, Christian Requena-Mesa, Jakob Runge, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

CO2 Flux Measurement Uncertainty Estimates for NACP

Markus Reichstein, David Y. Hollinger, Andrew D. Richardson, 2010 .

A methodology to derive global maps of leaf traits using remote sensing and climate data

Markus Reichstein, Álvaro Moreno-Martínez, Josep Peñuelas, 2018, Remote Sensing of Environment.

Estimation of forest aboveground biomass and uncertainties by integration of field measurements, airborne LiDAR, and SAR and optical satellite data in Mexico

Christiane Schmullius, Markus Reichstein, Mirco Migliavacca, 2018, Carbon Balance and Management.

Drivers of spatio-temporal variability of carbon dioxide and energy fluxes in a Mediterranean savanna ecosystem

Javier Pacheco-Labrador, Nuno Carvalhais, Tarek S. El-Madany, 2018, Agricultural and Forest Meteorology.

Codominant water control on global interannual variability and trends in land surface phenology and greenness

Nuno Carvalhais, Markus Reichstein, Mirco Migliavacca, 2015, Global change biology.

Deciphering the components of regional net ecosystem fluxes following a bottom-up approach for the Iberian Peninsula

Nuno Carvalhais, Markus Reichstein, Mirco Migliavacca, 2010 .

Global distribution of groundwater‐vegetation spatial covariation

Nuno Carvalhais, Markus Reichstein, Kazuhito Ichii, 2017 .

Comparing observations and process‐based simulations of biosphere‐atmosphere exchanges on multiple timescales

Nuno Carvalhais, Markus Reichstein, Miguel D. Mahecha, 2010 .

Technical Note: The Simple Diagnostic Photosynthesis and Respiration Model (SDPRM)

Nuno Carvalhais, Markus Reichstein, Martin Heimann, 2012 .

Soils apart from equilibrium – consequences for soil carbon balance modelling

Markus Reichstein, Thomas Wutzler, M. Reichstein, 2006 .

Can eddy covariance flux magnitudes and uncertainties be explained by surface heterogeneity? - A combined multi-tower - hyperspectral remote sensing approach in a Mediterranean Savanna ecosystem

Tarek S. El-Madany, Markus Reichstein, Arnaud Carrara, 2015 .

SOMPROF: A vertically explicit soil organic matter model

Markus Reichstein, Christian Beer, Pavel Kabat, 2011 .

Memory effects of climate and vegetation affecting net ecosystem CO2 fluxes in global forests

Nuno Carvalhais, Markus Reichstein, Fabian Gans, 2019, PloS one.

Earth system data cubes unravel global multivariate dynamics

Markus Reichstein, Wouter Dorigo, Fabian Gans, 2019, Earth System Dynamics.

Partitioning net carbon dioxide fluxes into photosynthesis and respiration using neural networks

Markus Reichstein, Mirco Migliavacca, Gustau Camps-Valls, 2020, Global change biology.

Uncertainties of modeling gross primary productivity over Europe: A systematic study on the effects of using different drivers and terrestrial biosphere models

Markus Reichstein, Philippe Ciais, Martin Herold, 2007 .

Summarizing the state of the terrestrial biosphere in few dimensions

Markus Reichstein, Gustau Camps-Valls, Miguel D. Mahecha, 2019, Biogeosciences.

Impact of large‐scale climate extremes on biospheric carbon fluxes: An intercomparison based on MsTMIP data

Atul K. Jain, Yaxing Wei, Markus Reichstein, 2013 .

On the choice of the driving temperature for eddy-covariance carbon dioxide flux partitioning

Markus Reichstein, Mirco Migliavacca, Dario Papale, 2012 .

Summarizing the state of the terrestrial biosphere in few dimensions

Markus Reichstein, Gustau Camps-Valls, Miguel D. Mahecha, 2020 .

Mean annual GPP of Europe derived from its water balance

Markus Reichstein, Philippe Ciais, Dario Papale, 2007 .

Physics‐Constrained Machine Learning of Evapotranspiration

Markus Reichstein, Pierre Gentine, Guo Yu Qiu, 2019, Geophysical Research Letters.

Benchmark products for land evapotranspiration: LandFlux-EVAL multi-data set synthesis

Markus Reichstein, Matthew F. McCabe, Carlos Jimenez, 2013 .

Influence of physiological phenology on the seasonal pattern of ecosystem respiration in deciduous forests

Nadine Gobron, Nuno Carvalhais, Markus Reichstein, 2015, Global change biology.

CAUSALITY ANALYSIS OF ECOLOGICAL TIME SERIES: A TIME-FREQUENCY APPROACH

Markus Reichstein, Maha Shadaydeh, Miguel Mahecha, 2018 .

Carbon cycle extremes during the 21st century in CMIP5 models: Future evolution and attribution to climatic drivers

Markus Reichstein, Miguel D. Mahecha, Jakob Zscheischler, 2014 .

Characterizing ecosystem-atmosphere interactions from short to interannual time scales

Nuno Carvalhais, Markus Reichstein, Dario Papale, 2007 .

Global spatiotemporal distribution of soil respiration modeled using a global database

Nuno Carvalhais, Markus Reichstein, Mirco Migliavacca, 2015 .

On the assignment of prior errors in Bayesian inversions of CO2 surface fluxes

Markus Reichstein, Philippe Ciais, Nicolas Viovy, 2006 .

Advances in upscaling of eddy covariance measurements of carbon and water fluxes

Markus Reichstein, Kenneth J. Davis, Jingfeng Xiao, 2012 .

The significance of land-atmosphere interactions in the Earth system — iLEAPS achievements and perspectives

Markus Reichstein, Hans-Christen Hansson, Sonia I. Seneviratne, 2015 .

Implications of the carbon cycle steady state assumption for biogeochemical modeling performance and inverse parameter retrieval

Nuno Carvalhais, Markus Reichstein, Arnaud Carrara, 2008 .

Ecosystem respiration in two Mediterranean evergreen Holm Oak forests: drought effects and decomposition dynamics

Markus Reichstein, Olivier Roupsard, Serge Rambal, 2002 .

The role of trace gas flux networks in the biogeosciences

Markus Reichstein, Dario Papale, Deborah A. Agarwal, 2012 .

Christian Beer Covariation with Climate Terrestrial Gross Carbon Dioxide Uptake : Global Distribution and

Nuno Carvalhais, Markus Reichstein, Philippe Ciais, 2011 .

The effect of soil water content, soil temperature, soil pH-value and the root mass on soil CO2 efflux – A modified model

Markus Reichstein, E. Falge, M. Reichstein, 2005, Plant and Soil.

Recent shift in Eurasian boreal forest greening response may be associated with warmer and drier summers

Markus Reichstein, Compton J. Tucker, Wolfgang Buermann, 2014 .

The interannual variability of Africa's ecosystem productivity: a multi-model analysis

Nadine Gobron, Markus Reichstein, Darren Ghent, 2008 .

Assimilation exceeds respiration sensitivity to drought: A FLUXNET synthesis

Markus Reichstein, Christopher R. Schwalm, Andrew D. Richardson, 2010 .

Effects of a large scale nitrogen and phosphorous fertilization on the ecosystem functioning of a Mediterranean tree-grass ecosystem

Markus Reichstein, Arnaud Carrara, Mirco Migliavacca, 2017 .

The model–data fusion pitfall: assuming certainty in an uncertain world

Markus Reichstein, Andrew D. Richardson, Mariah S. Carbone, 2011, Oecologia.

Tracking seasonal drought effects on ecosystem light use efficiency with satellite-based PRI in a Mediterranean forest.

Markus Reichstein, Serge Rambal, A. Goerner, 2009 .

Fluxes all of the time? A primer on the temporal representativeness of FLUXNET

Markus Reichstein, Housen Chu, Dennis D. Baldocchi, 2017 .

Towards physiologically meaningful water‐use efficiency estimates from eddy covariance data

Markus Reichstein, Mirco Migliavacca, Christiane Werner, 2018, Global change biology.

Reconciling 14C and minirhizotron‐based estimates of fine‐root turnover with survival functions

Markus Reichstein, Bernhard Ahrens, M. Reichstein, 2014 .

Effects of a large scale stoichiometric imbalance manipulation on the ecosystem functioning of a Mediterranean tree-grass ecosystem: The MANIP experiment

Tarek S. El-Madany, Markus Reichstein, Arnaud Carrara, 2018 .

Harmonized European Long-Term Climate Data for Assessing the Effect of Changing Temporal Variability on Land–Atmosphere CO2 Fluxes*

Nuno Carvalhais, Markus Reichstein, Miguel D. Mahecha, 2014 .

Divergent vegetation growth responses to the 2003 heat wave in the Swiss Alps

Niklaus E. Zimmermann, Markus Reichstein, William M. Jolly, 2005 .

Explaining temporal variation in soil CO2 efflux in a mature spruce forest in Southern Germany

Markus Reichstein, John Tenhunen, Jens-Arne Subke, 2003 .

Towards a global understanding of vegetation–climate dynamics at multiple timescales

Nuno Carvalhais, Markus Reichstein, Anja Rammig, 2020 .

Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach

Atul K. Jain, Michael O'Sullivan, Nuno Carvalhais, 2019, Biogeosciences.

Consequences of More Extreme Precipitation Regimes for Terrestrial Ecosystems

Markus Reichstein, Jesse E. Bell, Benjamin Smith, 2008 .

Drought controls over conductance and assimilation of a Mediterranean evergreen ecosystem: scaling from leaf to canopy

Markus Reichstein, Yann Nouvellon, Serge Rambal, 2003 .

Semiempirical modeling of abiotic and biotic factors controlling ecosystem respiration across eddy covariance sites

Nuno Carvalhais, Markus Reichstein, Arnaud Carrara, 2011 .

Global covariation of carbon turnover times with climate in terrestrial ecosystems

Maurizio Santoro, Nuno Carvalhais, Markus Reichstein, 2014, Nature.

Improving canopy processes in the Community Land Model version 4 (CLM4) using global flux fields empirically inferred from FLUXNET data

Markus Reichstein, Keith W. Oleson, Martin Jung, 2011 .

Reduction of forest soil respiration in response to nitrogen deposition

Markus Reichstein, Philippe Ciais, Dario Papale, 2010 .

Photosynthesis drives anomalies in net carbon-exchange of pine forests at different latitudes

Markus Reichstein, Dario Papale, Mika Sulkava, 2007 .

PIXGRO: A model for simulating the ecosystem CO2 exchange and growth of spring barley

Markus Reichstein, Tuomas Laurila, John Tenhunen, 2006 .

Nutrient availability as the key regulator of global forest carbon balance

Michael Obersteiner, Markus Reichstein, Philippe Ciais, 2014 .

Evidence for soil water control on carbon and water dynamics in European forests during the extremely dry year: 2003

Markus Reichstein, Corinna Rebmann, Dario Papale, 2007 .

Assimilation of NEE and CO2-concentrations into the land-surface scheme of the MPI Earth System Model

Nuno Carvalhais, Markus Reichstein, Dario Papale, 2013 .

Improved Multi-Sensor Satellite-Based Aboveground Biomass Estimation by Selecting Temporally Stable Forest Inventory Plots Using NDVI Time Series

Christiane Schmullius, Markus Reichstein, Mirco Migliavacca, 2016 .

Influences of observation errors in eddy flux data on inverse model parameter estimation

Markus Reichstein, Dario Papale, Jens Kattge, 2008 .

Enhanced seasonal CO2 exchange caused by amplified plant productivity in northern ecosystems

Nuno Carvalhais, Markus Reichstein, Kirsten Thonicke, 2016, Science.

Modeling the vertical soil organic matter profile using Bayesian parameter estimation

Markus Reichstein, Jens Kattge, Christian Beer, 2012 .

Effects of climate extremes on the terrestrial carbon cycle: concepts, processes and potential future impacts

Markus Reichstein, Franco Miglietta, Anja Rammig, 2015, Global change biology.

Evaluation of eddy covariance latent heat fluxes with independent lysimeter and sapflow estimates in a Mediterranean savannah ecosystem.

Javier Pacheco-Labrador, Tarek S. El-Madany, Markus Reichstein, 2017 .

CO2 balance of boreal, temperate, and tropical forests derived from a global database

Markus Reichstein, Mirco Migliavacca, Corinna Rebmann, 2007 .

Temporal and among‐site variability of inherent water use efficiency at the ecosystem level

Markus Reichstein, Damiano Gianelle, Dario Papale, 2009 .

Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms

Markus Reichstein, Kazuhito Ichii, Gustau Camps-Valls, 2016 .

Coverage of high biomass forests by the ESA BIOMASS mission under defense restrictions

Klaus Scipal, Thuy Le Toan, Shaun Quegan, 2017 .

Biosphere-atmosphere exchange of CO2 in relation to climate: a cross-biome analysis across multiple time scales

Markus Reichstein, Georg Wohlfahrt, Miguel D. Mahecha, 2009 .

Aspects of Forest Biomass in the Earth System: Its Role and Major Unknowns

Nuno Carvalhais, Markus Reichstein, M. Reichstein, 2019, Surveys in Geophysics.

Cross-site evaluation of eddy covariance GPP and RE decomposition techniques

Markus Reichstein, Dario Papale, Vanessa J. Stauch, 2008 .

Assessing the ability of three land ecosystem models to simulate gross carbon uptake of forests from boreal to Mediterranean climate in Europe

Markus Reichstein, Nicolas Viovy, Galina Churkina, 2007 .

Estimation of total, direct and diffuse PAR under clear skies in complex alpine terrain of the National Park Berchtesgaden, Germany

Markus Reichstein, Quan Wang, John Tenhunen, 2006 .

Soil respiration across scales: The importance of a model–data integration framework for data interpretation†

Markus Reichstein, Christian Beer, M. Reichstein, 2008 .

Contribution of sorption, DOC transport and microbial interactions to the 14C age of a soil organic carbon profile: Insights from a calibrated process model

Markus Reichstein, Georg Guggenberger, Bernhard Ahrens, 2015 .

A novel probabilistic risk analysis to determine the vulnerability of ecosystems to extreme climatic events

Markus Reichstein, Anja Rammig, Wolfgang Cramer, 2013 .

Controls on winter ecosystem respiration at mid- and high-latitudes

Markus Reichstein, Mirco Migliavacca, Damiano Gianelle, 2010 .

Statistical properties of random CO2 flux measurement uncertainty inferred from model residuals

Markus Reichstein, Dario Papale, Vanessa J. Stauch, 2008 .

Linking flux network measurements to continental scale simulations: ecosystem carbon dioxide exchange capacity under non‐water‐stressed conditions

Markus Reichstein, Xiangming Xiao, Altaf Arain, 2007 .

Effect of spatial sampling from European flux towers for estimating carbon and water fluxes with artificial neural networks

Nuno Carvalhais, Markus Reichstein, T. Andrew Black, 2015 .

The European carbon balance. Part 3: forests

Markus Reichstein, Federico Magnani, Philippe Ciais, 2010 .

Markus Reichstein, John Tenhunen, N. Q. Dinh, 2004 .

Identification of vegetation and soil carbon pools out of equilibrium in a process model via eddy covariance and biometric constraints

Nuno Carvalhais, Markus Reichstein, Dario Papale, 2010 .

Climate and vegetation controls on the surface water balance: Synthesis of evapotranspiration measured across a global network of flux towers

Markus Reichstein, Thomas Foken, Dario Papale, 2012 .

Extreme events in gross primary production: a characterization across continents

Markus Reichstein, Anja Rammig, Stefan Harmeling, 2014 .

Contrasting biosphere responses to hydrometeorological extremes: revisiting the 2010 western Russian heatwave

Markus Reichstein, Fabian Gans, Alexander Brenning, 2018, Biogeosciences.

Modeling temporal and large‐scale spatial variability of soil respiration from soil water availability, temperature and vegetation productivity indices

Markus Reichstein, Franco Miglietta, Ming Xu, 2003 .

Stand age and species richness dampen interannual variation of ecosystem-level photosynthetic capacity

Markus Reichstein, Mirco Migliavacca, Damiano Gianelle, 2017, Nature Ecology &Evolution.

Footprint of temperature changes in the temperate and boreal forest carbon balance

Markus Reichstein, Philippe Ciais, Shilong Piao, 2009 .

Linking plant and ecosystem functional biogeography

Markus Reichstein, Michael Bahn, Miguel D. Mahecha, 2014, Proceedings of the National Academy of Sciences.

A few extreme events dominate global interannual variability in gross primary production

Bernhard Schölkopf, Markus Reichstein, Anja Rammig, 2014 .

Earlier springs decrease peak summer productivity in North American boreal forests

Markus Reichstein, Donald H. Burn, Wolfgang Buermann, 2013 .

Upscaled diurnal cycles of land–atmosphere fluxes: a new global half-hourly data product

Markus Reichstein, Fabian Gans, Paul Bodesheim, 2018, Earth System Science Data.

Analyzing the causes and spatial pattern of the European 2003 carbon flux anomaly using seven models

Markus Reichstein, Philippe Ciais, Dario Papale, 2007 .