Standout Papers

Deep learning and process underst... 2006 2026 2012 2019 2.7k
  1. Deep learning and process understanding for data-driven Earth system science (2019)
    Markus Reichstein, Gustau Camps‐Valls et al. Nature
  2. Climate extremes and the carbon cycle (2013)
    Markus Reichstein, Michael Bahn et al. Nature
  3. Reduction of forest soil respiration in response to nitrogen deposition (2010)
    Ivan A. Janssens, Wouter Dieleman et al. Nature Geoscience
  4. Towards a standardized processing of Net Ecosystem Exchange measured with eddy covariance technique: algorithms and uncertainty estimation (2006)
    Dario Papale, Markus Reichstein et al. Biogeosciences
  5. Terrestrial ecosystem carbon dynamics and climate feedbacks (2008)
    Martin Heimann, Markus Reichstein Nature
  6. The dominant role of semi-arid ecosystems in the trend and variability of the land CO 2 sink (2015)
    Anders Ahlström, Michael Raupach et al. Science
  7. Consequences of More Extreme Precipitation Regimes for Terrestrial Ecosystems (2008)
    Alan K. Knapp, Claus Beier et al. BioScience
  8. Modelling the role of agriculture for the 20th century global terrestrial carbon balance (2006)
    Alberte Bondeau, P. C. Smith et al. Global Change Biology
  9. Net carbon dioxide losses of northern ecosystems in response to autumn warming (2008)
    Shilong Piao, Philippe Ciais et al. Nature
  10. Separation of net ecosystem exchange into assimilation and respiration using a light response curve approach: critical issues and global evaluation (2009)
    Gitta Lasslop, Markus Reichstein et al. Global Change Biology
  11. Comprehensive comparison of gap-filling techniques for eddy covariance net carbon fluxes (2007)
    Antje Lucas-Moffat, Dario Papale et al. Agricultural and Forest Meteorology
  12. Global covariation of carbon turnover times with climate in terrestrial ecosystems (2014)
    Nuno Carvalhais, Matthias Forkel et al. Nature
  13. Global assessment of trends in wetting and drying over land (2014)
    Peter Greve, Boris Orlowsky et al. Nature Geoscience
  14. Land use/land cover changes and climate: modeling analysis and observational evidence (2011)
    Roger A. Pielke, A. J. Pitman et al. Wiley Interdisciplinary Reviews Climate Change
  15. Basic and extensible post-processing of eddy covariance flux data with REddyProc (2018)
    Thomas Wutzler, Antje Lucas-Moffat et al. Biogeosciences
  16. Towards global empirical upscaling of FLUXNET eddy covariance observations: validation of a model tree ensemble approach using a biosphere model (2009)
    Martin Jung, Markus Reichstein et al. Biogeosciences
  17. Persistence of soil organic carbon caused by functional complexity (2020)
    Johannes Lehmann, Colleen M. Hansel et al. Nature Geoscience
  18. Predicting carbon dioxide and energy fluxes across global FLUXNET sites withregression algorithms (2016)
    Gianluca Tramontana, Martin Jung et al. Biogeosciences
  19. Contrasting response of European forest and grassland energy exchange to heatwaves (2010)
    Adriaan J. Teuling, Sonia I. Seneviratne et al. Nature Geoscience
  20. Improving canopy processes in the Community Land Model version 4 (CLM4) using global flux fields empirically inferred from FLUXNET data (2011)
    Gordon B. Bonan, Peter Lawrence et al. Journal of Geophysical Research Atmospheres
  21. The FLUXCOM ensemble of global land-atmosphere energy fluxes (2019)
    Martin Jung, Sujan Koirala et al. Scientific Data
  22. A unified vegetation index for quantifying the terrestrial biosphere (2021)
    Gustau Camps‐Valls, Manuel Campos‐Taberner et al. Science Advances
  23. Trend Change Detection in NDVI Time Series: Effects of Inter-Annual Variability and Methodology (2013)
    Matthias Forkel, Nuno Carvalhais et al. Remote Sensing
  24. Soil moisture–atmosphere feedback dominates land carbon uptake variability (2021)
    Vincent Humphrey, Alexis Berg et al. Nature
  25. Nutrient availability as the key regulator of global forest carbon balance (2014)
    Marcos Fernández‐Martínez, Sara Vicca et al. Nature Climate Change
  26. Enhanced seasonal CO 2 exchange caused by amplified plant productivity in northern ecosystems (2016)
    Matthias Forkel, Nuno Carvalhais et al. Science
  27. Increasing impact of warm droughts on northern ecosystem productivity over recent decades (2021)
    David Gampe, Jakob Zscheischler et al. Nature Climate Change
  28. Widespread increasing vegetation sensitivity to soil moisture (2022)
    Wantong Li, Mirco Migliavacca et al. Nature Communications
  29. Widespread shift from ecosystem energy to water limitation with climate change (2022)
    Jasper Denissen, Adriaan J. Teuling et al. Nature Climate Change
  30. Widespread and complex drought effects on vegetation physiology inferred from space (2023)
    Wantong Li, Javier Pacheco‐Labrador et al. Nature Communications
  31. How Interpretable Machine Learning Can Benefit Process Understanding in the Geosciences (2024)
    Shijie Jiang, Alexander Brenning et al. Earth s Future

Immediate Impact

67 from Science/Nature 129 standout
Sub-graph 1 of 15

Citing Papers

Emerging signals of declining forest resilience under climate change
2022 StandoutNature
Grassland soil carbon sequestration: Current understanding, challenges, and solutions
2022 StandoutScience
13 intermediate papers

Works of Markus Reichstein being referenced

Soil moisture–atmosphere feedback dominates land carbon uptake variability
2021 StandoutNature
Fertile forests produce biomass more efficiently
2012
and 12 more

Author Peers

Author Last Decade Papers Cites
Markus Reichstein 26538 9762 10804 322 38.5k
Dennis Baldocchi 31686 11039 11529 341 40.4k
Gordon B. Bonan 26713 13574 9265 176 39.3k
Guirui Yu 14288 5001 8747 746 27.7k
Jerry M. Melillo 20279 8297 18013 287 49.0k
Gabriel G. Katul 17907 8049 4970 490 26.9k
Bojie Fu 20785 5386 10939 677 38.3k
William H. Schlesinger 15046 6500 14733 246 42.2k
Shilong Piao 41599 16378 21848 489 60.1k
Ivan A. Janssens 16290 7248 14178 360 37.7k
Steven W. Running 38142 12647 19723 270 51.2k

All Works

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2026