Marko Scholze

Towards improving top-down national CO₂ estimation in Europe : potential from expanding the ICOS atmospheric network in Italy

Yohanna Villalobos, Carlos Gómez-Ortiz, Marko Scholze, Guillaume Monteil, Ute Karstens, et al.
(2025) Environmental Research Letters, 20
Journal article

A comprehensive land-surface vegetation model for multi-stream data assimilation, D&B v1.0

Wolfgang Knorr, Matthew Williams, Tea Thum, Thomas Kaminski, Michael Voßbeck, et al.
(2025) Geoscientific Model Development, 18 p.2137-2159
Journal article

A CO2–Δ14CO2 inversion setup for estimating European fossil CO2 emissions

Carlos Gómez-Ortiz, Guillaume Monteil, Sourish Basu, Marko Scholze
(2025) Atmospheric Chemistry and Physics , p.397-424
Journal article

Comparison of observation- and inventory-based methane emissions for eight large global emitters

Ana Maria Roxana Petrescu, Glen P. Peters, Richard Engelen, Sander Houweling, Dominik Brunner, et al.
(2024) Earth System Science Data, 16 p.4325-4350
Journal article review

Carbon and Greenhouse Gas Budgets of Europe : Trends, Interannual and Spatial Variability, and Their Drivers

Ronny Lauerwald, Ana Bastos, Matthew J. McGrath, Ana Maria Roxana Petrescu, François Ritter, et al.
(2024) Global Biogeochemical Cycles, 38
Journal article

Regional Responses of Vegetation Productivity to the Two Phases of ENSO

Mousong Wu, Fei Jiang, Marko Scholze, Deliang Chen, Weimin Ju, et al.
(2024) Geophysical Research Letters, 51
Journal article

Projected effects of climate change and forest management on carbon fluxes and biomass of a boreal forest

Md Rafikul Islam, Anna Maria Jönsson, John Bergkvist, Fredrik Lagergren, Mats Lindeskog, et al.
(2024) Agricultural and Forest Meteorology, 349
Journal article

Optimising CH₄ simulations from the LPJ-GUESS model v4.1 using an adaptive Markov chain Monte Carlo algorithm

Jalisha T. Kallingal, Johan Lindström, Paul A. Miller, Janne Rinne, Maarit Raivonen, et al.
(2024) Geoscientific Model Development, 17 p.2299-2324
Journal article

Integrated Assessment of Climate Change and Forest Management Impacts on Carbon Fluxes and Biomass in a Southern Boreal Forest

Md. Rafikul Islam, Anna Maria Jönsson, John Bergkvist, Fredrik Lagergren, Mats Lindeskog, et al.
(2024)
Conference paper: abstract

Top-Down estimates of Black Carbon emissions in Europe using Inverse modelling

August Thomasson, Pontus Roldin, Guillaume Monteil, Marko Scholze
(2024)
Conference paper: abstract

Modelling carbon recovery time after clear-cutting or fire in boreal forests under changing climate

Md. Rafikul Islam, Anna Maria Jönsson, John Bergkvist, Julia Kelly, Fredrik Lagergren, et al.
(2024)
Conference paper: abstract

The Fine Resolution Explorer for Salinity, Carbon and Hydrology (FRESCH) : A Satellite Mission to Study Ocean-Land-Ice Interfaces

Nemesio Rodríguez-Fernández, Tim Rixen, Jacqueline Boutin, Peter Brandt, Chiara Corbari, et al.
(2024) IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings , p.6705-6708
Conference paper

The consolidated European synthesis of CO2 emissions and removals for the European Union and United Kingdom : 1990-2020

Matthew J. McGrath, Ana Maria Roxana Petrescu, Philippe Peylin, Robbie M. Andrew, Bradley Matthews, et al.
(2023) Earth System Science Data, 15 p.4295-4370
Journal article

Why do inverse models disagree? A case study with two European CO2 inversions

Saqr Munassar, Guillaume Monteil, Marko Scholze, Ute Karstens, Christian Rödenbeck, et al.
(2023) Atmospheric Chemistry and Physics, 23 p.2813-2828
Journal article

Regional CO₂ Inversion Through Ensemble-Based Simultaneous State and Parameter Estimation : TRACE Framework and Controlled Experiments

Hans W. Chen, Fuqing Zhang, Thomas Lauvaux, Marko Scholze, Kenneth J. Davis, et al.
(2023) Journal of Advances in Modeling Earth Systems, 15
Journal article

Soil Moisture Assimilation Improves Terrestrial Biosphere Model GPP Responses to Sub-Annual Drought at Continental Scale

Xiuli Xing, Mousong Wu, Marko Scholze, Thomas Kaminski, Michael Vossbeck, et al.
(2023) Remote Sensing, 15
Journal article

China's Terrestrial Carbon Sink Over 2010–2015 Constrained by Satellite Observations of Atmospheric CO₂ and Land Surface Variables

Wei He, Fei Jiang, Mousong Wu, Weimin Ju, Marko Scholze, et al.
(2022) Journal of Geophysical Research: Biogeosciences, 127
Journal article

Assessing the Impact of Atmospheric CO₂ and NO₂ Measurements From Space on Estimating City-Scale Fossil Fuel CO₂ Emissions in a Data Assimilation System

Thomas Kaminski, Marko Scholze, Peter J. Rayner, Sander Houweling, Michael Voßbeck, et al.
(2022) Frontiers in Remote Sensing, 3
Journal article

Paving the Road to Flex and Biomass : The Land Surface Carbon Constellation Study

N. Rodriguez-Fernandez, M. Barbier, J. Verrelst, H. Lindqvist, E. Bueechi, et al.
(2022) International Geoscience and Remote Sensing Symposium (IGARSS), 2022-July p.5571-5574
Conference paper

Assimilation of atmospheric CO₂observations from space can support national CO₂emission inventories

Thomas Kaminski, Marko Scholze, Peter Rayner, Michael Voßbeck, Michael Buchwitz, et al.
(2022) Environmental Research Letters, 17
Journal article

Reconciling the Carbon Balance of Northern Sweden Through Integration of Observations and Modelling

Anusha Sathyanadh, Guillaume Monteil, Marko Scholze, Anne Klosterhalfen, Hjalmar Laudon, et al.
(2021) Journal of Geophysical Research: Atmospheres, 126
Journal article

The Community Inversion Framework v1.0 : A unified system for atmospheric inversion studies

Antoine Berchet, Espen Sollum, Rona L. Thompson, Isabelle Pison, Joël Thanwerdas, et al.
(2021) Geoscientific Model Development, 14 p.5331-5354
Journal article

Regional CO₂ inversions with LUMIA, the Lund University modular inversion algorithm, v1.0

Guillaume Monteil, Marko Scholze
(2021) Geoscientific Model Development, 14 p.3383-3406
Journal article

The consolidated European synthesis of CO₂emissions and removals for the European Union and United Kingdom : 1990-2018

Ana Maria Roxana Petrescu, Matthew J. McGrath, Robbie M. Andrew, Philippe Peylin, Glen P. Peters, et al.
(2021) Earth System Science Data, 13 p.2363-2406
Journal article review

From Bottom-Up to Top-Down: Europe’s CO₂ Emissions Monitoring Capacity

G. Janssens-Maenhout, B. Pinty, M. Dowell, H. Zunker, E. Andersson, et al.
(2021) Bulletin of the American Meteorological Society, 102 p.31-36
Journal article review

The CO₂ Human Emissions (CHE) Project : First Steps Towards a European Operational Capacity to Monitor Anthropogenic CO₂ Emissions

Gianpaolo Balsamo, Richard Engelen, Daniel Thiemert, Anna Agusti-Panareda, Nicolas Bousserez, et al.
(2021) Frontiers in Remote Sensing, 2
Journal article

Changes in net ecosystem exchange over Europe during the 2018 drought based on atmospheric observations

R. L. Thompson, G. Broquet, C. Gerbig, T. Koch, M. Lang, et al.
(2020) Philosophical transactions of the Royal Society of London. Series B, Biological sciences, 375
Journal article

Spatiotemporal reconstructions of global CO₂-fluxes using Gaussian Markov random fields

Unn Dahlén, Johan Lindström, Marko Scholze
(2020) Environmetrics, 31
Journal article

Using SMOS soil moisture data combining CO2 flask samples to constrain carbon fluxes during 2010-2015 within a Carbon Cycle Data Assimilation System (CCDAS)

Mousong Wu, Marko Scholze, Thomas Kaminski, Michael Voßbeck, Torbern Tagesson
(2020) Remote Sensing of Environment, 240
Journal article

Toward an operational anthropogenic CO₂ emissions monitoring and verification support capacity

G. Janssens-Maenhout, B. Pinty, M. Dowell, H. Zunker, E. Andersson, et al.
(2020) Bulletin of the American Meteorological Society, 101 p.1439-1451
Journal article

The regional European atmospheric transport inversion comparison, EUROCOM : First results on European-wide terrestrial carbon fluxes for the period 2006-2015

Guillaume Monteil, Grégoire Broquet, Marko Scholze, Matthew Lang, Ute Karstens, et al.
(2020) Atmospheric Chemistry and Physics, 20 p.12063-12091
Journal article

Mean European Carbon Sink Over 2010–2015 Estimated by Simultaneous Assimilation of Atmospheric CO₂, Soil Moisture, and Vegetation Optical Depth

M. Scholze, T. Kaminski, W. Knorr, M. Voßbeck, M. Wu, et al.
(2019) Geophysical Research Letters, 46 p.13796-13796
Journal article

Estimating global gross primary productivity using chlorophyll fluorescence and a data assimilation system with the BETHY-SCOPE model

Alexander J. Norton, Peter J. Rayner, Ernest N. Koffi, Marko Scholze, Jeremy D. Silver, et al.
(2019) Biogeosciences, 16 p.3069-3093
Journal article

An Operational Anthropogenic CO₂ Emissions Monitoring & Verification Support Capacity : Needs and High Level Requirements for in situ Measurements

B Pinty, P Ciais, D. Dee, H Dolman, Richard Engelen, et al.
(2019) CO2 TF report
Report

Simultaneous assimilation of remotely sensed soil moisture and FAPAR for improving terrestrial carbon fluxes at multiple sites using CCDAS

Mousong Wu, Marko Scholze, Michael Voßbeck, Thomas Kaminski, Georg Hoffmann
(2018) Remote Sensing, 11
Journal article

Assimilating solar-induced chlorophyll fluorescence into the terrestrial biosphere model BETHY-SCOPE v1.0 : Model description and information content

Alexander J. Norton, Peter J. Rayner, Ernest N. Koffi, Marko Scholze
(2018) Geoscientific Model Development, 11 p.1517-1536
Journal article

Constraining terrestrial carbon fluxes through assimilation of SMOS products

T. Kaminski, M. Scholze, W. Knorr, M. Vossbeck, M. Wu, et al.
(2018) 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings, 2018-July p.1455-1458
Conference paper

Increased water-use efficiency and reduced CO₂ uptake by plants during droughts at a continental scale

Wouter Peters, Ivar R. van der Velde, Erik van Schaik, John B. Miller, Philippe Ciais, et al.
(2018) Nature Geoscience, 11 p.744-748
Journal article

Constraining a terrestrial biosphere model with remotely sensed atmospheric carbon dioxide

T. Kaminski, M. Scholze, M. Vossbeck, W. Knorr, M. Buchwitz, et al.
(2017) Remote Sensing of Environment, 203 p.109-124
Journal article

MERLIN : A French-German space lidar mission dedicated to atmospheric methane

Gerhard Ehret, Philippe Bousquet, Clémence Pierangelo, Matthias Alpers, Bruno Millet, et al.
(2017) Remote Sensing, 9
Journal article review

Reviews and syntheses : Systematic Earth observations for use in terrestrial carbon cycle data assimilation systems

Marko Scholze, Michael Buchwitz, Wouter A. Dorigo, Luis Guanter, Shaun Quegan
(2017) Biogeosciences, 14 p.3401-3429
Journal article review

The benefits of investing into improved carbon flux monitoring

J. Szolgayová, Sabine Fuss, T. Kaminski, M. Scholze, M. Gusti, et al.
(2016) Cogent Economics and Finance, 4
Journal article

Consistent assimilation of multiple data streams in a carbon cycle data assimilation system

Natasha MacBean, Philippe Peylin, Frédéric Chevallier, Marko Scholze, Gregor Schürmann
(2016) Geoscientific Model Development, 9 p.3569-3588
Journal article

The GHG-CCI project of ESA's climate change initiative : Data products and application

M. Buchwitz, M. Reuter, O. Schneising, H. Boesch, I. Aben, et al.
(2016) Proceedings of Living Planet Symposium 2016, SP-740
Conference paper

Simultaneous assimilation of SMOS soil moisture and atmospheric CO₂ in-situ observations to constrain the global terrestrial carbon cycle

M. Scholze, T. Kaminski, W. Knorr, S. Blessing, M. Vossbeck, et al.
(2015) Remote Sensing of Environment, 180 p.334-345
Journal article

The Greenhouse Gas Climate Change Initiative (GHG-CCI) : Comparison and quality assessment of near-surface-sensitive satellite-derived CO₂ and CH₄ global data sets

M. Buchwitz, M. Reuter, O. Schneising, H. Boesch, S. Guerlet, et al.
(2015) Remote Sensing of Environment, 162 p.344-362
Journal article

Investigating the usefulness of satellite-derived fluorescence data in inferring gross primary productivity within the carbon cycle data assimilation system

E. N. Koffi, P. J. Rayner, A. J. Norton, C. Frankenberg, Marko Scholze
(2015) Biogeosciences, 12 p.4067-4084
Journal article

Recent changes in the global and regional carbon cycle: analysis of first-order diagnostics

P. J. Rayner, A. Stavert, Marko Scholze, Anders Ahlström, C. E. Allison, et al.
(2015) Biogeosciences, 12 p.835-844
Journal article

The greenhouse gas project of Esa's climate change initiative (GHG-CCI) : Overview, achievements and future plans

M. Buchwitz, M. Reuter, O. Schneising, H. Boesch, I. Aben, et al.
(2015) International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 40 p.165-172
Conference paper

Working towards a global-scale vegetation water product from SMOS optical depth

Jennifer Grant, Jean Pierre Wigneron, Mathew Williams, Marko Scholze, Yann Kerr
(2014) International Geoscience and Remote Sensing Symposium (IGARSS) , p.286-289
Conference paper

Testing variational estimation of process parameters and initial conditions of an earth system model

Simon Blessing, Thomas Kaminski, Frank Lunkeit, Ion Matei, Ralf Giering, et al.
(2014) Tellus. Series A: Dynamic Meteorology and Oceanography, 66
Journal article

Limiting the parameter space in the Carbon Cycle Data Assimilation System (CCDAS)

S. Kemp, Marko Scholze, T. Ziehn, T. Kaminski
(2014) Geoscientific Model Development, 7 p.1609-1619
Journal article

Working towards a global-scale vegetationwater product from smos optical depth

Jennifer Grant, Jean-Pierre Wigneron, Mathew Williams, Marko Scholze, Yann Kerr
(2014) 2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Conference paper

The BETHY/JSBACH Carbon Cycle Data Assimilation System: experiences and challenges

T. Kaminski, Wolfgang Knorr, G. Schuermann, Marko Scholze, P. J. Rayner, et al.
(2013) Journal of Geophysical Research - Biogeosciences, 118 p.1414-1426
Journal article review

Quantifying the constraint of biospheric process parameters by CO2 concentration and flux measurement networks through a carbon cycle data assimilation system

E. N. Koffi, P. J. Rayner, Marko Scholze, F. Chevallier, T. Kaminski
(2013) Atmospheric Chemistry and Physics, 13 p.10555-10572
Journal article

Simultaneous assimilation of satellite and eddy covariance data for improving terrestrial water and carbon simulations at a semi-arid woodland site in Botswana

Tomomicho Kato, Wolfgang Knorr, Marko Scholze, Elmar Veenendaal, Thomas Kaminski, et al.
(2013) Biogeosciences, 10 p.789-802
Journal article

An interactive tool to analyse the benefit of space missions sensing the terrestrial vegetation

T. Kaminski, W. Knorr, M. Scholze, N. Gobron, B. Pinty, et al.
(2012) , p.4883-4886
Conference paper

Modeling potential equilibrium states of vegetation and terrestrial water cycle of mesoamerica under climate change scenarios

Pablo Imbach, Luis Molina, Bruno Locatelli, Olivier Roupsard, Gil Mahé, et al.
(2012) Journal of Hydrometeorology, 13 p.665-680
Journal article

Iconic CO2 Time Series at Risk

Sander Houweling, Bakr Badawy, David F. Baker, Sourish Basu, Dmitry Belikov, et al.
(2012) Science, 337 p.1038-1040
Journal article (letter)

Observing the continental-scale carbon balance: assessment of sampling complementarity and redundancy in a terrestrial assimilation system by means of quantitative network design

T. Kaminski, P. J. Rayner, M. Vossbeck, Marko Scholze, E. Koffi
(2012) Atmospheric Chemistry and Physics, 12 p.7867-7879
Journal article

Atmospheric constraints on gross primary productivity and net ecosystem productivity : results from a carbon-cycle data assimilation system

E. N. Koffi, P. J. Rayner, Marko Scholze, C. Beer
(2012) Global Biogeochemical Cycles, 26 p.1-15
Journal article

On the capability of Monte Carlo and adjoint inversion techniques to derive posterior parameter uncertainties in terrestrial ecosystem models

T. Ziehn, Marko Scholze, W. Knorr
(2012) Global Biogeochemical Cycles, 26 p.3025-3025
Journal article

Large inert carbon pool in the terrestrial biosphere during the Last Glacial Maximum

P. Ciais, A. Tagliabue, M. Cuntz, L. Bopp, Marko Scholze, et al.
(2012) Nature Geoscience, 5 p.74-79
Journal article

Consistent assimilation of MERIS FAPAR and atmospheric CO2 into a terrestrial vegetation model and interactive mission benefit analysis

T. Kaminski, Wolfgang Knorr, Marko Scholze, N. Gobron, B. Pinty, et al.
(2012) Biogeosciences, 9 p.3173-3184
Journal article

Pollen-based continental climate reconstructions at 6 and 21 ka : A global synthesis

P. J. Bartlein, S. P. Harrison, S. Brewer, S. Connor, B. A.S. Davis, et al.
(2011) Climate Dynamics, 37 p.775-802
Journal article

Constraining predictions of the carbon cycle using data

P. J. Rayner, E. Koffi, M. Scholze, T. Kaminski, J. L. Dufresne
(2011) Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Science, 369 p.1955-1966
Journal article

Improving the predictability of global CO2 assimilation rates under climate change

T Ziehn, J Kattge, W Knorr, Marko Scholze
(2011) Geophysical Research Letters, 38 p.10404-10404
Journal article

Investigating spatial differentiation of model parameters in a carbon cycle data assimilation system

T Ziehn, W Knorr, Marko Scholze
(2011) Global Biogeochemical Cycles, 25 p.2021-2021
Journal article

Development of an ensemble-adjoint optimization approach to derive uncertainties in net carbon fluxes

T Ziehn, Marko Scholze, W Knorr
(2011) Geoscientific Model Development, 4 p.1011-1018
Journal article

Carbon cycle data assimilation with a generic phenology model

W. Knorr, T. Kaminski, M. Scholze, N. Gobron, B. Pinty, et al.
(2010) Journal of Geophysical Research - Biogeosciences, 115
Journal article

Quantifying the benefit of A-SCOPE data for reducing uncertainties in terrestrial carbon fluxes in CCDAS

T. Kaminski, M. Scholze, S. Houweling
(2010) Tellus. Series B: Chemical and Physical Meteorology, 62 p.784-796
Journal article

A comparison of spectral angle mapper and artificial neural network classifiers combined with landsat TM imagery analysis for obtaining burnt area mapping

George P. Petropoulos, Krishna Prasad Vadrevu, Gavriil Xanthopoulos, George Karantounias, Marko Scholze
(2010) Sensors, 10 p.1967-1985
Journal article

Combining ASTER multispectral imagery analysis and support vector machines for rapid and cost-effective post-fire assessment : A case study from the Greek wildland fires of 2007

G. P. Petropoulos, W. Knorr, M. Scholze, L. Boschetti, G. Karantounias
(2010) Natural Hazards and Earth System Science, 10 p.305-317
Journal article

A global Bayesian sensitivity analysis of the 1d SimSphere soil-vegetation-atmospheric transfer (SVAT) model using Gaussian model emulation

G. Petropoulos, M. J. Wooster, T. N. Carlson, M. C. Kennedy, M. Scholze
(2009) Ecological Modelling, 220 p.2427-2440
Journal article

Fundamentals of climate change science

I. Colin Prentice, Peter G. Baines, Marko Scholze, Martin J. Wooster
(2009) Understanding the Earth System : Global Change Science for Application, 9781107009363 p.39-71
Book chapter

The earth system feedbacks that matter for contemporary climate

Pierre Friedlingstein, Angela V. Gallego-Sala, Eleanor M. Blyth, Fiona E. Hewer, Sonia I. Seneviratne, et al.
(2009) Understanding the Earth System : Global Change Science for Application, 9781107009363 p.102-128
Book chapter

Remote sensing input for regional to global CO₂ flux modelling

Wolfgang Knorr, Thomas Kaminski, Marko Scholze, Nadine Gobron, Bernard Pinty, et al.
(2008) Proceedings of the 2nd MERIS/(A)ATSR User Workshop
Conference paper

Modeling terrestrial ¹³C cycling : Climate, land use and fire

Marko Scholze, P. Ciais, M. Heimann
(2008) Global Biogeochemical Cycles, 22
Journal article

Testing the use of adjoints for parameter estimation in a simple GCM on climate time-scales

Thomas Kaminski, Simon Blessing, Ralf Giering, Marko Scholze, Michael Vossbeck
(2007) Meteorologische Zeitschrift, 16 p.643-652
Journal article

Propagating uncertainty through prognostic carbon cycle data assimilation system simulations

Marko Scholze, Thomas Kaminski, Peter Rayner, Wolfgang Knorr, Ralf Giering
(2007) Journal of Geophysical Research: Atmospheres, 112
Journal article

Impact of terrestrial biosphere carbon exchanges on the anomalous CO₂ increase in 2002-2003

Wolfgang Knorr, N. Gobron, M. Scholze, T. Kaminski, R. Schnur, et al.
(2007) Geophysical Research Letters, 34
Journal article

Earth network.

Marko Scholze
(2007) Nature, 447
Journal article

Relevance of global remote-sensing fapar products to carbon flux estimates

Nadine Gobron, Wolfgang Knorr, Ophélie Aussedat, Bernard Pinty, Marko Scholze, et al.
(2007) European Space Agency, (Special Publication) ESA SP
Conference paper

CO2 inhibition of terrestrial isoprene production stabilises tropospheric oxidation capacity

Almut Arneth, Paul Miller, Marko Scholze, Thomas Hickler, Guy Schurgers, et al.
(2007) Geophysical Research Letters, 34, L18813
Journal article

A climate-change risk analysis for world ecosystems

Marko Scholze, Wolfgang Knorr, Nigel W. Arnell, I. Colin Prentice
(2006) Proceedings of the National Academy of Sciences of the United States of America, 103 p.13116-13120
Journal article

Climate and air quality

J House, V Brovkin, R Betts, R Costanza, M Assunçao Silva Dias, et al.
(2006) Millennium Ecosystem Assessment 2005 - Current State and Trends. Findings of the Condition and Trends Working Group (Ecosystems and Human Well-being), 1 p.350-390
Book chapter

Marko Scholze

Publications