Max Planck Gesellschaft


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Bios Markus Reichstein

Markus Reichstein is Director of the Biogeochemical Integration Department at the Max-Planck-Institute for Biogeochemistry. His main research interests revolve around the response and feedback of ecosystems (vegetation and soils) to climatic variability with a Earth system perspective, considering coupled carbon, water and nutrient cycles. Of specific interest is the interplay of climate extremes with ecosystem and societal resilience. These topics are adressed via a model-data integration approach, combining data-driven machine learning with systems modelling of experimental, ground- and satellite-based observations.

Since 2013 Markus Reichstein is Professor for Global Geoecology at the FSU Jena, and founding Director at the Michael-Stifel-Center Jena for Data-driven and Simulation Science. He has been serving as lead author of the IPCC special report on Climate Extremes (SREX), as member of the German Commitee Future Earth on Sustainability Research, and the Thuringian Panel on Climate. Recent awards include the Piers J. Sellers Mid-Career Award by the American Geophysical Union (2018), an ERC Synergy Grant (2019) and the Gottfried Wilhelm Leibniz Preis (2020).

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Publications

1Adiku, S. G. K., Reichstein, M., Lohila, A., Dinh, N. Q., Aurela, M., Laurila, T., Lueers, J., Tenhunen, J. D. (2006). PIXGRO: A model for simulating the ecosystem CO2 exchange and growth of spring barley. Ecological Modelling, 190(3-4), 260-276. doi:10.1016/j.ecolmodel.2005.04.024.
2Ahlström, A., Raupach, M. R., Schurgers, G., Smith, B., Arneth, A., Jung, M., Reichstein, M., Canadell, J. G., Friedlingstein, P., Jain, A. K., Kato, E., Poulter, B., Sitch, S., Stocker, B. D., Viovy, N., Wang, Y. P., Wiltshire, A., Zaehle, S., Zeng, N. (2015). The dominant role of semi-arid ecosystems in the trend and variability of the land CO2 sink. Science, 348(6237), 895-899. doi:10.1126/science.aaa1668.
3Ahrens, B., Braakhekke, M. C., Guggenberger, G., Schrumpf, M., Reichstein, M. (2015). Contribution of sorption, DOC transport and microbial interactions to the 14C age of a soil organic carbon profile: Insights from a calibrated process model. Soil Biology and Biochemistry, 88, 390-402. doi:10.1016/j.soilbio.2015.06.008.
4Ahrens, B., Guggenberger, G., Rethemeyer, J., John, S., Marschner, B., Heinze, S., Angst, G., Mueller, C. W., Kogel-Knabner, I., Leuschner, C., Hertel, D., Bachmann, J., Reichstein, M., Schrumpf, M. (2020). Combination of energy limitation and sorption capacity explains 14C depth gradients. Soil Biology and Biochemistry, 148: 107912. doi:10.1016/j.soilbio.2020.107912.
5Ahrens, B., Reichstein, M. (2014). Reconciling 14C and minirhizotron-based estimates of fine-root turnover with survival functions. Journal of Plant Nutrition and Soil Science, 177(2), 287-296. doi:10.1002/jpln.201300110.
6Ahrens, B., Reichstein, M. (2017). Soil carbon: Depth of understanding. Nature Climate Change, 7(11), 762-763. doi:10.1038/nclimate3426.
7Ahrens, B., Reichstein, M., Borken, W., Muhr, J., Trumbore, S. E., Wutzler, T. (2014). Bayesian calibration of a soil organic carbon model using ?14C measurements of soil organic carbon and heterotrophic respiration as joint constraints. Biogeosciences, 11(8), 2147-2168. doi:10.5194/bg-11-2147-2014.
8Al-Yaari, A., Ciais, J.-P.-W.-P., Reichstein, M., Ballantyne, A., Ogée, J., Ducharne, A., Swenson, J. J., Frappart, F., Fan, L., Wingate, L., Li, X., Hufkens, K., Knapp, A. K. (2020). Asymmetric responses of ecosystem productivity to rainfall anomalies vary inversely with mean annual rainfall over the conterminous United States. Global Change Biology, 26(12), 6959-6973. doi:10.1111/gcb.15345.
9Aubinet, M., Feigenwinter, C., Heinesch, B., Laffineur, Q., Papale, D., Reichstein, M., Rinne, J., van Gorsel, E. (2012). Nighttime flux correction. In M. Aubinet, T. Vesala, D. Papale (Eds.), Eddy Covariance: A Practical Guide to Measurement and Data Analysis Series: Springer Atmospheric Sciences.
10Badawy, B. A. A. M., Rödenbeck, C., Heimann, M., Reichstein, M., Carvalhais, N. (2013). Technical note: the simple diagnostic photosynthesis and respiration model (SDPRM). Biogeosciences, 10(10), 6485-6508. doi:10.5194/bg-10-6485-2013.
11Bahn, M., Janssens, I. A., Reichstein, M., Smith, P., Trumbore, S. E. (2010). Soil respiration across scales: towards an integration of patterns and processes. New Phytologist, 186(2), 292-296. doi:10.1111/j.1469-8137.2010.03237.x.
12Bahn, M., Reichstein, M., Davidson, E. A., Grünzweig, J., Jung, M., Carbone, M. S., Epron, D., Misson, L., Nouvellon, Y., Roupsard, O., Savage, K., Trumbore, S. E., Gimeno, C., Yuste, J. C., Tang, J., Vargas, R., Janssens, I. A. (2010). Soil respiration at mean annual temperature predicts annual total across vegetation types and biomes. Biogeosciences, 7(7), 2147-2157. doi:10.5194/bg-7-2147-2010.
13Bahn, M., Reichstein, M., Dukes, J. S., Smith, M. D., McDowell, N. G. (2014). Climate-biosphere interactions in a more extreme world. New Phytologist, 202(2), 356-359. doi:10.1111/nph.12662.
14Bahn, M., Reichstein, M., Guan, K., Moreno, J. M., Williams, C. (2015). Preface: Climate extremes and biogeochemical cycles in the terrestrial biosphere: impacts and feedbacks across scales. Biogeosciences, 12, 4827-4830. doi:10.5194/bg-12-4827-2015.
15Baldocchi, D., Chu, H., Reichstein, M. (2018). Inter-annual variability of net and gross ecosystem carbon fluxes: A review. Agricultural and Forest Meteorology, 249, 520-533. doi:10.1016/j.agrformet.2017.05.015.
16Baldocchi, D., Reichstein, M., Papale, D., Koteen, L., Vargas, R., Agarwal, D., Cook, R. (2012). The role of trace gas flux networks in the biogeosciences. Eos Transactions, 93(23), 217-219. doi:10.1029/2012EO230001.
17Bastos, A., Ciais, P., Friedlingstein, P., Sitch, S., Pongratz, J., Fan, L., Wigneron, J. P., Weber, U., Reichstein, M., Fu, Z., Anthoni, P., Arneth, A., Haverd, V., Jain, A. K., Joetzjer, E., Knauer, J., Lienert, S., Loughran, T., McGuire, P. C., Tian, H., Viovy, N., Zaehle, S. (2020). Direct and seasonal legacy effects of the 2018 heat wave and drought on European ecosystem productivity. Science Advances, 6(24): eaba2724. doi:10.1126/sciadv.aba2724.
18Bastos, A., Fu, Z., Ciais, P., Friedlingstein, P., Sitch, S., Pongratz, J., Weber, U., Reichstein, M., Anthoni, P., Arneth, A., Haverd, V., Jain, A., Joetzjer, E., Knauer, J., Lienert, S., Loughran, T., McGuire, P. C., Obermeier, W., Padrón, R. S., Shi, H., Tian, H., Viovy, N., Zaehle, S. (2020). Impacts of extreme summers on European ecosystems: a comparative analysis of 2003, 2010 and 2018. Philosophical Transactions of the Royal Society of London, Series B: Biological Sciences, 375(1810): 20190507. doi:10.1098/rstb.2019.0507.
19Bednorz, F., Reichstein, M., Broll, G., Holtmeier, F.-K., Urfer, W. (2000). Humus forms in the forest-alpine tundra ecotone at Stillberg (Dischmatal, Switzerland): spatial heterogeneity and classification. Arctic, Antarctic, and Alpine Research, 32(1), 21-29. doi:10.2307/1552406.
20Beer, C., Ciais, P., Reichstein, M., Baldocchi, D., Law, B. E., Papale, D., Soussana, J. F., Ammann, C., Buchmann, N., Frank, D., Gianelle, D., Janssens, I. A., Knohl, A., Kostner, B., Moors, E., Roupsard, O., Verbeeck, H., Vesala, T., Williams, C. A., Wohlfahrt, G. (2009). Temporal and among-site variability of inherent water use efficiency at the ecosystem level. Global Biogeochemical Cycles, 23(2), GB2018. doi:10.1029/2008GB003233.
21Beer, C., Reichstein, M., Ciais, P., Farquhar, G. D., Papale, D. (2007). Mean annual GPP of Europe derived from its water balance. Geophysical Research Letters, 34(5), L05401. doi:10.1029/2006GL029006.
22Beer, C., Reichstein, M., Tomelleri, E., Ciais, P., Jung, M., Carvalhais, N., Rödenbeck, C., Arain, M. A., Baldocchi, D., Bonan, G. B., Bondeau, A., Cescatti, A., Lasslop, G., Lindroth, A., Lomas, M., Luyssaert, S., Margolis, H., Oleson, K. W., Roupsard, O., Veenendaal, E., Viovy, N., Williams, C., Woodward, F. I., Papale, D. (2010). Terrestrial Gross Carbon Dioxide Uptake: Global Distribution and Covariation with Climate. Science, 329(5993), 834-838. doi:10.1126/science.1184984.
23Beer, C., Weber, U., Tomelleri, E., Carvalhais, N., Mahecha, M. D., Reichstein, M. (2014). Harmonized European long-term climate data for assessing the effect of changing temporal variability on land-atmosphere CO2 fluxes. Journal of Climate, 27(13), 4815-4834. doi:10.1175/JCLI-D-13-00543.1.
24Belelli Marchesini, L., Papale, D., Reichstein, M., Vuichard, N., Tchebakova, N., Valentini, R. (2007). Carbon balance assessment of a natural steppe of southern Siberia by multiple constraint approach. Biogeosciences, 4(4), 581-595. doi:10.5194/bg-4-581-2007.
25Besnard, S., Carvalhais, N., Arain, A., Black, A., de Bruin, S., Buchmann, N., Cescatti, A., Chen, J., Clevers, J. G. P. W., Desai, A. R., Gough, C. M., Havrankova, K., Herold, M., Hörtnagl, L., Jung, M., Knohl, A., Kruijt, B., Krupkova, L., Law, B. E., Lindroth, A., Noormets, A., Roupsard, O., Steinbrecher, R., Varlagin, A., Vincke, C., Reichstein, M. (2018). Quantifying the effect of forest age in annual net forest carbon balance. Environmental Research Letters, 13: 124018. doi:10.1088/1748-9326/aaeaeb.
26Besnard, S., Carvalhais, N., Arain, M. A., Black, A., Brede, B., Buchmann, N., Chen, J., Clevers, J. G. P. W., Dutrieux, L. P., Gans, F., Herold, M., Jung, M., Kosugi, Y., Knohl, A., Law, B. E., Paul-Limoges, E., Lohila, A., Merbold, L., Roupsard, O., Valentini, R., Wolf, S., Zhang, X., Reichstein, M. (2019). Memory effects of climate and vegetation affecting net ecosystem CO2 fluxes in global forests. PLoS One, 14(2): e0211510. doi:10.1371/journal.pone.0211510.
27Bodesheim, P., Jung, M., Gans, F., Mahecha, M. D., Reichstein, M. (2018). Upscaled diurnal cycles of land-atmosphere fluxes: a new global half-hourly data product. Earth System Science Data, 10, 1327-1365. doi:10.5194/essd-10-1327-2018.
28Boese, S., Jung, M., Carvalhais, N., Reichstein, M. (2017). The importance of radiation for semiempirical water-use efficiency models. Biogeosciences, 14(12), 3015-3026. doi:10.5194/bg-14-3015-2017.
29Boese, S., Jung, M., Carvalhais, N., Teuling, A. J., Reichstein, M. (2019). Carbon–water flux coupling under progressive drought. Biogeosciences, 16(13), 2557-2572. doi:10.5194/bg-16-2557-2019.
30Bombelli, A., Henry, M., Castaldi, S., Adu-Bredu, S., Arneth, A., De Grandcourt, A., Grieco, E., Kutsch, W. L., Lehsten, V., Rasile, A., Reichstein, M., Tansey, K., Weber, U., Valentini, R. (2009). An outlook on the Sub-Saharan Africa carbon balance. Biogeosciences, 6(10), 2193-2205. doi:10.5194/bg-6-2193-2009.
31Bonan, G. B., Lawrence, P. J., Oleson, K. W., Levis, S., Jung, M., Reichstein, M., Lawrence, D. M., Swenson, S. C. (2011). Improving canopy processes in the Community Land Model version 4 (CLM4) using global flux fields empirically inferred from FLUXNET data. Journal of Geophysical Research - Biogeosciences, 116, G02014. doi:10.1029/2010jg001593.
32Bonan, G. B., Oleson, K. W., Fisher, R. A., Lasslop, G., Reichstein, M. (2012). Reconciling leaf physiological traits and canopy flux data: Use of the TRY and FLUXNET databases in the Community Land Model version 4. Journal of Geophysical Research: Biogeosciences, 117, G02026. doi:10.1029/2011jg001913.
33Bondeau, A., Smith, P. C., Zaehle, S., Schaphoff, S., Lucht, W., Cramer, W., Gerten, D., Lotze-Campen, H., Müller, C., Reichstein, M., Smith, B. (2007). Modelling the role of agriculture for the 20th century global terrestrial carbon balance. Global Change Biology, 13(3), 679-706. doi:10.1111/j.1365-2486.2006.01305.x.
34Braakhekke, M. C., Beer, C., Hoosbeek, M. R., Reichstein, M., Kruijt, B., Schrumpf, M., Kabat, P. (2011). SOMPROF: A vertically explicit soil organic matter model. Ecological Modelling, 222(10), 1712-1730. doi:10.1016/j.ecolmodel.2011.02.015.
35Braakhekke, M. C., Beer, C., Schrumpf, M., Ekici, A., Ahrens, B., Hoosbeek, M. R., Kruijt, B., Kabat, P., Reichstein, M. (2014). The use of radiocarbon to constrain current and future soil organic matter turnover and transport in a temperate forest. Journal of Geophysical Research: Biogeosciences, 119(3), 372-391. doi:10.1002/2013JG002420.
36Braakhekke, M. C., Wutzler, T., Beer, C., Kattge, J., Schrumpf, M., Ahrens, B., Schöning, I., Hoosbeek, M. R., Kruijt, B., Kabat, P., Reichstein, M. (2013). Modeling the vertical soil organic matter profile using Bayesian parameter estimation. Biogeosciences, 10, 399-420. doi:10.5194/bg-10-399-2013.
37Buermann, W., Bikash, P. R., Jung, M., Burn, D. H., Reichstein, M. (2013). Earlier springs decrease peak summer productivity in North American boreal forests. Environmental Research Letters, 8(2): 024027. doi:10.1088/1748-9326/8/2/024027.
38Buermann, W., Parida, B., Jung, M., MacDonald, G. M., Tucker, C. J., Reichstein, M. (2014). Recent shift in Eurasian boreal forest greening response may be associated with warmer and drier summers. Geophysical Research Letters, 41(6), 1995-2002. doi:10.1002/2014GL059450.
39Campioli, M., Malhi, Y., Vicca, S., Luyssaert, S., Papale, D., Peñuelas, J., Reichstein, M., Migliavacca, M., Arain, M. A., Janssens, I. A. (2016). Evaluating the convergence between eddy covariance and biometric methods for assessing carbon budgets of forests. Nature Communications, 7: 13717. doi:10.1038/ncomms13717.
40Camps-Valls, G., Jung, M., Ichii, K., Papale, D., Tramontana, G., Bodesheim, P., Schwalm, C., Zscheischler, J., Mahecha, M. D., Reichstein, M. (2015). Ranking drivers of global carbon and energy fluxes over land. In IEEE International Symposium on Geoscience and Remote Sensing IGARSS (pp. 4416-4419).
41Camps-Valls, G., Sejdinovic, D., Runge, J., Reichstein, M. (2019). A perspective on Gaussian processes for Earth observation. National Science Review, 6(4), 616-618. doi:10.1093/nsr/nwz028.
42Carreiras, J. M., Quegan, S., Le Toan, T., Minh, D. H. T., Saatchi, S. S., Carvalhais, N., Reichstein, M., Scipal, K. (2017). Coverage of high biomass forests by the ESA BIOMASS mission under defense restrictions. Remote Sensing of Environment, 196, 154-162. doi:10.1016/j.rse.2017.05.003.
43Carvalhais, N., Forkel, M., Khomik, M., Bellarby, J., Jung, M., Migliavacca, M., Mu, M., Saatchi, S., Santoro, M., Thurner, M., Weber, U., Ahrens, B., Beer, C., Cescatti, A., Randerson, J. T., Reichstein, M. (2014). Global covariation of carbon turnover times with climate in terrestrial ecosystems. Nature, 514, 213-217. doi:10.1038/nature13731.
44Carvalhais, N., Reichstein, M., Ciais, P., Collatz, G. J., Mahecha, M. D., Montagnani, L., Papale, D., Rambal, S., Seixas, J. (2010). Identification of vegetation and soil carbon pools out of equilibrium in a process model via eddy covariance and biometric constraints. Global Change Biology, 16(10), 2813-2829. doi:10.1111/j.1365-2486.2010.02173.x.
45Carvalhais, N., Reichstein, M., Collatz, G. J., Mahecha, M. D., Migliavacca, M., Neigh, C. S. R., Tomelleri, E., Benali, A. A., Papale, D., Seixas, J. (2010). Deciphering the components of regional net ecosystem fluxes following a bottom-up approach for the Iberian Peninsula. Biogeosciences, 7(11), 3707-3729. doi:10.5194/bg-7-3707-2010.
46Carvalhais, N., Reichstein, M., Seixas, J., Collatz, G. J., Pereira, J. S., Berbigier, P., Carrara, A., Granier, A., Montagnani, L., Papale, D., Rambal, S., Sanz, M. J., Valentini, R. (2008). Implications of the carbon cycle steady state assumption for biogeochemical modeling performance and inverse parameter retrieval. Global Biogeochemical Cycles, 22(2), Gb2007. doi:10.1029/2007gb003033.
47Chevallier, F., Viovy, N., Reichstein, M., Ciais, P. (2006). On the assignment of prior errors in Bayesian inversions of CO2 surface fluxes. Geophysical Research Letters, 33(13), L13802. doi:10.1029/2006GL026496.
48Chu, H., Baldocchi, D. D., John, R., Wolf, S., Reichstein, M. (2017). Fluxes all of the time? A primer on the temporal representativeness of FLUXNET. Journal of Geophysical Research: Biogeosciences, 122(2), 289-307. doi:10.1002/2016JG003576.
49Ciais, P., Dolman, A. J., Bombelli, A., Duren, R., Peregon, A., Rayner, P. J., Miller, C., Gobron, N., Kinderman, G., Marland, G., Gruber, N., Chevallier, F., Andres, R. J., Balsamo, G., Bopp, L., Br´eon, F.-M., Broquet, G., Dargaville, R., Battin, T. J., Borges, A., Bovensmann, H., Buchwitz, M., Butler, J., Canadell, J. G., Cook, R. B., DeFries, R., Engelen, R., Gurney, K. R., Heinze, C., Heimann, M., Held, A., Henry, M., Law, B., Luyssaert, S., Miller, J., Moriyama, T., Moulin, C., Myneni, R. B., Nussli, C., Obersteiner, M., Ojima, D., Pan, Y., Paris, J.-D., Piao, S. L., Poulter, B., Plummer, S., Quegan, S., Raymond, P., Reichstein, M., Rivier, L., Sabine, C., Schimel, D., Tarasova, O., Valentini, R., Wang, R., van der Werf, G., Wickland, D., Williams, M., Zehner, C. (2014). Current systematic carbon-cycle observations and the need for implementing a policy-relevant carbon observing system. Biogeosciences, 11, 3547-3602. doi:10.5194/bg-11-3547-2014.
50Ciais, P., Manning, A. C., Reichstein, M., Zaehle, S., Bopp, L. (2007). Nitrification amplifies the decreasing trends of atmospheric oxygen and implies a larger land carbon uptake. Global Biogeochemical Cycles, 21(2), GB2030. doi:10.1029/2006GB002799.
51Ciais, P., Reichstein, M., Viovy, N., Granier, A., Ogée, J., Allard, V., Aubinet, M., Buchmann, N., Bernhofer, C., Carrara, A., Chevallier, F., De Noblet, N., Friend, A. D., Friedlingstein, P., Grünwald, T., Heinesch, B., Keronen, P., Knohl, A., Krinner, G., Loustau, D., Manca, G., Matteucci, G., Miglietta, F., Ourcival, J. M., Papale, D., Pilegaard, K., Rambal, S., Seufert, G., Soussana, J. F., Sanz, M. J., Schulze, E. D., Vesala, T., Valentini, R. (2005). Europe-wide reduction in primary productivity caused by the heat and drought in 2003. Nature, 437(7058), 529-533. doi:10.1038/nature03972.
52Cortés, J., Mahecha, M. D., Reichstein, M., Brenning, A. (2020). Accounting for multiple testing in the analysis of spatio-temporal environmental data. Environmental and Ecological Statistics, 27, 293-318. doi:10.1007/s10651-020-00446-4.
53Denissen, J. M. C., Teuling, A. J., Reichstein, M., Orth, R. (2020). Critical soil moisture derived from satellite observations over Europe. Journal of Geophysical Research: Atmospheres, 125(6): e2019JD031672. doi:10.1029/2019JD031672.
54Desai, A. R., Richardson, A. D., Moffat, A. M., Kattge, J., Hollinger, D. Y., Barr, A., Falge, E., Noormets, A., Papale, D., Reichstein, M., Stauch, V. J. (2008). Cross-site evaluation of eddy covariance GPP and RE decomposition techniques. Agricultural and Forest Meteorology, 148(6-7), 821-838. doi:10.1016/j.agrformet.2007.11.012.
55Diffenbaugh, N. S., Field, C. B., Appel, E. A., Azevedo, I. L., Baldocchi, D. D., Burke, M., Burney, J. A., Ciais, P., Davis, S. J., Fiore, A. M., Fletcher, S. M., Hertel, T. W., Horton, D. E., Hsiang, S. M., Jackson, R. B., Jin, X., Levi, M., Lobell, D. B., McKinley, G. A., Moore, F. C., Montgomery, A., Nadeau, K. C., Pataki, D. E., Randerson, J. T., Reichstein, M., Schnell, J. L., Seneviratne, S. I., Singh, D., Steiner, A. L., Wong-Parodi, G. (2020). The COVID-19 lockdowns: a window into the Earth System. Nature Reviews Earth & Environment, 13, 529-534. doi:10.1038/s43017-020-0079-1.
56Eglin, T., Ciais, P., Piao, S. L., Barre, P., Bellassen, V., Cadule, P., Chenu, C., Gasser, T., Koven, C., Reichstein, M., Smith, P. (2010). Historical and future perspectives of global soil carbon response to climate and land-use changes. Tellus, Series B - Chemical and Physical Meteorology, 62(5), 700-718. doi:10.1111/j.1600-0889.2010.00499.x.
57El-Madany, T. S., Carrara, A., Martín, M. P., Moreno, G., Kolle, O., Pacheco-Labrador, J., Weber, U., Wutzler, T., Reichstein, M., Migliavacca, M. (2020). Drought and heatwave impacts on semi-arid ecosystems' carbon fluxes along a precipitation gradient. Philosophical Transactions of the Royal Society of London, Series B: Biological Sciences, 375(1810): 20190519. doi:10.1098/rstb.2019.0519.
58El-Madany, T. S., Reichstein, M., Pérez-Priego, O., Carrara, A., Moreno, G., Pilar Martín, M., Pacheco-Labrador, J., Wohlfahrt, G., Nieto, H., Weber, U., Kolle, O., Luo, Y., Carvalhais, N., Migliavacca, M. (2018). Drivers of spatio-temporal variability of carbon dioxide and energy fluxes in a mediterranean savanna ecosystem. Agricultural and Forest Meteorology, 262, 258-278. doi:10.1016/j.agrformet.2018.07.010.
59Fan, N., Koirala, S., Reichstein, M., Thurner, M., Avitabile, V., Santoro, M., Ahrens, B., Weber, U., Carvalhais, N. (2020). Apparent ecosystem carbon turnover time: uncertainties and robust features. Earth System Science Data, 12(4), 2517-2536. doi:10.5194/essd-12-2517-2020.
60Fernandez-Martinez, M., Vicca, S., Janssens, I. A., Sardans, J., Luyssaert, S., Campioli, M., Chapin III, F. S., Ciais, P., Malhi, Y., Obersteiner, M., Papale, D., Piao, S. L., Reichstein, M., Roda, F., Penuelas, J. (2014). Nutrient availability as the key regulator of global forest carbon balance. Nature Climate Change, 4(6), 471-476. doi:10.1038/NCLIMATE2177.
61Fernández-Martínez, M., Vicca, S., Janssens, I. A., Sardans, J., Luyssaert, S., Campioli, M., Chapin III, F. S., Ciais, P., Malhi, Y., Obersteiner, M., Papale, D., Piao, S. L., Reichstein, M., Rodà, F., Peñuelas, J. (2015). Reply to ‘Uncertain effects of nutrient availability on global forest carbon balance’ and ‘Data quality and the role of nutrients in forest carbon-use efficiency’. Nature Climate Change, 5, 960-961. doi:10.1038/nclimate2794.
62Flach, M., Brenning, A., Gans, F., Reichstein, M., Sippel, S., Mahecha, M. D. (2020). Vegetation modulates the impact of climate extremes on gross primary production. Biogeosciences Discussions. doi:10.5194/bg-2020-80.
63Flach, M., Gans, F., Brenning, A., Denzler, J., Reichstein, M., Rodner, E., Bathiany, S., Bodesheim, P., Guanche, Y., Sippel, S., Mahecha, M. D. (2017). Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques. Earth System Dynamics, 8(3), 677-696. doi:10.5194/esd-8-677-2017.
64Flach, M., Sippel, S., Gans, F., Bastos, A., Brenning, A., Reichstein, M., Mahecha, M. D. (2018). Contrasting biosphere responses to hydrometeorological extremes: revisiting the 2010 western Russian Heatwave. Biogeosciences, 16, 6067-6085. doi:10.5194/bg-15-6067-2018.
65Forkel, M., Carvalhais, N., Rödenbeck, C., Keeling, R., Heimann, M., Thonicke, K., Zaehle, S., Reichstein, M. (2016). Enhanced seasonal CO2 exchange caused by amplified plant productivity in northern ecosystems. Science, 351(6274), 696-699. doi:10.1126/science.aac4971.
66Forkel, M., Carvalhais, N., Verbesselt, J., Mahecha, M. D., Neigh, C. S., Reichstein, M. (2013). Trend change detection in NDVI time series: Effects of inter-annual variability and methodology. Remote Sensing, 5(5), 2113-2144. doi:10.3390/rs5052113.
67Forkel, M., Migliavacca, M., Thonicke, K., Reichstein, M., Schaphoff, S., Weber, U., Carvalhais, N. (2015). Codominant water control on global interannual variability and trends in land surface phenology and greenness. Global Change Biology, 21(9), 3414-3435. doi:10.1111/gcb.12950.
68Fox, A., Williams, M., Richardson, A. D., Cameron, D., Gove, J. H., Quaife, T., Ricciuto, D., Reichstein, M., Tomelleri, E., Trudinger, C. M., Van Wijk, M. T. (2009). The REFLEX project: Comparing different algorithms and implementations for the inversion of a terrestrial ecosystem model against eddy covariance data. Agricultural and Forest Meteorology, 149(10), 1597-1615. doi:10.1016/j.agrformet.2009.05.002.
69Frank, D., Reichstein, M., Bahn, M., Frank, D., Mahecha, M. D., Smith, P., Thonicke, K., van der Velde, M., Vicca, S., Babst, F., Beer, C., Buchmann, N., Canadell, J. G., Ciais, P., Cramer, W., Ibrom, A., Miglietta, F., Poulter, B., Rammig, A., Seneviratne, S. I., Walz, A., Wattenbach, M., Zavala, M. A., Zscheischler, J. (2015). Effects of climate extremes on the terrestrial carbon cycle: concepts, processes and potential future impacts. Global Change Biology, 21, 2861-2880. doi:10.1111/gcb.12916.
70Frank, D., Reichstein, M., Miglietta, F., Pereira, J. (2013). Impact of climate variability and extremes on the carbon cycle of the Mediterranean region. In A. Navarra, L. Tubiana (Eds.), Regional Assessment of Climate Change in the Mediterranean; Volume 2: Agriculture, Forests and Ecosystem Services and People (pp. 31-47). New York: Springer.
71García, Y. G., Shadaydeh, M., Mahecha, M. D., Reichstein, M., Denzler, J. (2018). BACI: Towards a biosphere atmosphere change index - Detection of extreme events in the biosphere. In BigSkyEarth conference: AstroGeoInformatics (pp. 1-6).
72Gilmanov, T. G., Aires, L., Barcza, Z., Baron, V. S., Belelli, L., Beringer, J., Billesbach, D., Bonal, D., Bradford, J., Ceschia, E., Cook, D., Corradi, C., Frank, A., Gianelle, D., Gimeno, C., Gruenwald, T., Guo, H. Q., Hanan, N., Haszpra, L., Heilman, J., Jacobs, A., Jones, M. B., Johnson, D. A., Kiely, G., Li, S. G., Magliulo, V., Moors, E., Nagy, Z., Nasyrov, M., Owensby, C., Pinter, K., Pio, C., Reichstein, M., Sanz, M. J., Scott, R., Soussana, J. F., Stoy, P. C., Svejcar, T., Tuba, Z., Zhou, G. S. (2010). Productivity, Respiration, and Light-Response Parameters of World Grassland and Agroecosystems Derived From Flux-Tower Measurements. Rangeland Ecology and Management, 63(1), 16-39. doi:10.2111/rem-d-09-00072.1.
73Goebel, M. O., Bachmann, J., Reichstein, M., Janssens, I. A., Guggenberger, G. (2011). Soil water repellency and its implications for organic matter decomposition - is there a link to extreme climatic events? Global Change Biology, 17(8), 2640-2656. doi:10.1111/j.1365-2486.2011.02414.x.
74Goerner, A., Reichstein, M., Tomelleri, E., Hanan, N., Rambal, S., Papale, D., Dragoni, D., Schmullius, C. (2011). Remote sensing of ecosystem light use efficiency with MODIS-based PRI. Biogeosciences, 8(5), 189-202. doi:10.5194/bg-8-189-2011.
75Görner, A., Reichstein, M., Rambal, S. (2009). Tracking seasonal drought effects on ecosystem light use efficiency with satellite-based PRI in a Mediterranean forest. Remote Sensing of Environment, 113(5), 1101-1111. doi:10.1016/j.rse.2009.02.001.
76Granier, A., Reichstein, M., Breda, N., Janssens, I. A., Falge, E., Ciais, P., Grunwald, T., Aubinet, M., Berbigier, P., Bernhofer, C., Buchmann, N., Facini, O., Grassi, G., Heinesch, B., Ilvesniemi, H., Keronen, P., Knohl, A., Kostner, B., Lagergren, F., Lindroth, A., Longdoz, B., Loustau, D., Mateus, J., Montagnani, L., Nys, C., Moors, E., Papale, D., Peiffer, M., Pilegaard, K., Pita, G., Pumpanen, J., Rambal, S., Rebmann, C., Rodrigues, A., Seufert, G., Tenhunen, J., Vesala, T., Wang, Q. (2007). Evidence for soil water control on carbon and water dynamics in European forests during the extremely dry year: 2003. Agricultural and Forest Meteorology, 143(1-2), 123-145. doi:10.1016/j.agrformet.2006.12.004.
77Greve, P., Orlowsky, B., Mueller, B., Sheffield, J., Reichstein, M., Seneviratne, S. I. (2014). Global assessment of trends in wetting and drying over land. Nature geoscience, 7(10), 716-721. doi:10.1038/ngeo2247.
78Gross, A., Turner, B. L., Wright, S. J., Tanner, E. V. J., Reichstein, M., Weiner, T., Angert, A. (2015). Oxygen isotope ratios of plant available phosphate in lowland tropical forest soils. Soil Biology and Biochemistry, 88, 354-361. doi:10.1016/j.soilbio.2015.06.015.
79Hashimoto, S., Carvalhais, N., Ito, A., Migliavacca, M., Nishina, K., Reichstein, M. (2015). Global spatiotemporal distribution of soil respiration modeled using a global database. Biogeosciences, 12, 4121-4132. doi:10.5194/bg-12-4121-2015.
80Heimann, M., Reichstein, M. (2008). Terrestrial ecosystem carbon dynamics and climate feedbacks. Nature, 451(7176), 289-292. doi:10.1038/nature06591.
81Hibbard, K., Law, B. E., Reichstein, M., Sulzman, J., Aubinet, M., Baldocchi, D., Bernhofer, C., Bolstad, P., Bosc, A., Campbell, J., Cheng, Y., Yuste, J. C., Curtis, P., Davidson, E. A., Epron, D., Granier, A., Grünwald, T., Hollinger, D., Janssens, I. A., Longdoz, B., Loustau, D., Martin, J., Monson, R., Oechel, W., Pippen, J., Ryel, R., Savage, K., Scott-Denton, L., Subke, J.-A., Tang, J., Tenhunen, J., Turcu, V., Vogel, C. S. (2005). An analysis of soil respiration across northern hemisphere temperate ecosystems. Biogeochemistry, 73, 29-70. doi:10.1007/s10533-004-2946-0.
82Hungate, B. A., Reichstein, M., Dijkstra, P., Johnson, D., Hymus, G., Tenhunen, J. D., Hinkle, C. R., Drake, B. G. (2002). Evapotranspiration and soil water content in a scrub-oak woodland under carbon dioxide enrichment. Global Change Biology, 8(3), 289-298. doi:10.1046/j.1365-2486.2002.00468.x.
83Janssens, I. A., Dieleman, W., Luyssaert, S., Subke, J. A., Reichstein, M., Ceulemans, R., Ciais, P., Dolman, A. J., Grace, J., Matteucci, G., Papale, D., Piao, S. L., Schulze, E. D., Tang, J., Law, B. E. (2010). Reduction of forest soil respiration in response to nitrogen deposition. Nature Geoscience, 3(5), 315-322. doi:10.1038/ngeo844.
84Jimenez, C., Prigent, C., Mueller, B., Seneviratne, S. I., Mccabe, M. F., Wood, E. F., Rossow, W. B., Balsamo, G., Betts, A. K., Dirmeyer, P. A., Fisher, J. B., Jung, M., Kanamitsu, M., Reichle, R. H., Reichstein, M., Rodell, M., Sheffield, J., Tu, K., Wang, K. (2011). Global intercomparison of 12 land surface heat flux estimates. Journal of Geophysical Research: Atmospheres, 116, D02102. doi:10.1029/2010jd014545.
85Jolly, W. M., Dobbertin, M., Zimmermann, N. E., Reichstein, M. (2005). Divergent vegetation growth responses to the 2003 heat wave in the Swiss Alps. Geophysical Research Letters, 32(18), L18409. doi:10.1029/2005GL023252.
86Jung, M., Koirala, S., Weber, U., Ichii, K., Gans, F., Camps-Valls, G., Papale, D., Schwalm, C., Tramontana, G., Reichstein, M. (2019). The FLUXCOM ensemble of global land-atmosphere energy fluxes. Scientific Data, 6: 74. doi:10.1038/s41597-019-0076-8.
87Jung, M., Le Maire, G., Zaehle, S., Luyssaert, S., Vetter, M., Churkina, G., Ciais, P., Viovy, N., Reichstein, M. (2007). Assessing the ability of three land ecosystem models to simulate gross carbon uptake of forests from boreal to Mediterranean climate in Europe. Biogeosciences, 4(4), 647-656. doi:10.5194/bg-4-647-2007.
88Jung, M., Reichstein, M., Bondeau, A. (2009). Towards global empirical upscaling of FLUXNET eddy covariance observations: validation of a model tree ensemble approach using a biosphere model. Biogeosciences, 6, 2001-2013. doi:10.5194/bg-6-2001-2009.
89Jung, M., Reichstein, M., Ciais, P., Seneviratne, S. I., Sheffield, J., Goulden, M. L., Bonan, G., Cescatti, A., Chen, J. Q., De Jeu, R., Dolman, A. J., Eugster, W., Gerten, D., Gianelle, D., Gobron, N., Heinke, J., Kimball, J., Law, B. E., Montagnani, L., Mu, Q. Z., Mueller, B., Oleson, K., Papale, D., Richardson, A. D., Roupsard, O., Running, S., Tomelleri, E., Viovy, N., Weber, U., Williams, C., Wood, E., Zaehle, S., Zhang, K. (2010). Recent decline in the global land evapotranspiration trend due to limited moisture supply. Nature, 467(7318), 951-954. doi:10.1038/nature09396.
90Jung, M., Reichstein, M., Margolis, H. A., Cescatti, A., Richardson, A. D., Arain, M. A., Arneth, A., Bernhofer, C., Bonal, D., Chen, J. Q., Gianelle, D., Gobron, N., Kiely, G., Kutsch, W., Lasslop, G., Law, B. E., Lindroth, A., Merbold, L., Montagnani, L., Moors, E. J., Papale, D., Sottocornola, M., Vaccari, F., Williams, C. (2011). Global patterns of land-atmosphere fluxes of carbon dioxide, latent heat, and sensible heat derived from eddy covariance, satellite, and meteorological observations. Journal of Geophysical Research - Biogeosciences, 116, G00j07. doi:10.1029/2010jg001566.
91Jung, M., Reichstein, M., Schwalm, C. R., Huntingford, C., Sitch, S., Ahlström, A., Arneth, A., Camps-Valls, G., Ciais, P., Friedlingstein, P., Gans, F., Ichii, K., Jain, A. K., Kato, E., Papale, D., Poulter, B., Raduly, B., Rödenbeck, C., Tramontana, G., Viovy, N., Wang, Y.-P., Weber, U., Zaehle, S., Zeng, N. (2017). Compensatory water effects link yearly global land CO2 sink changes to temperature. Nature, 541(7638), 516-520. doi:10.1038/nature20780.
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92Jung, M., Schwalm, C., Migliavacca, M., Walther, S., Camps-Valls, G., Koirala, S., Anthoni, P., Besnard, S., Bodesheim, P., Carvalhais, N., Chevallier, F., Gans, F., Goll, D. S., Haverd, V., Koehler, P., Ichii, K., Jain, A. K., Liu, J., Lombardozzi, D., Nabel, J. E. M. S., Nelson, J. A., O’Sullivan, M., Pallandt, M., Papale, D., Peters, W., Pongratz, J., Rödenbeck, C., Sitch, S., Tramontana, G., Walker, A., Weber, U., Reichstein, M. (2020). Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach. Biogeosciences, 17(5), 1343-1365. doi:10.5194/bg-17-1343-2020.
93Jung, M., Verstraete, M., Gobron, N., Reichstein, M., Papale, D., Bondeau, A., Robustelli, M., Pinty, B. (2008). Diagnostic assessment of European gross primary production. Global Change Biology, 14(10), 2349-2364. doi:10.1111/j.1365-2486.2008.01647.x.
94Jung, M., Vetter, M., Herold, M., Churkina, G., Reichstein, M., Zaehle, S., Ciais, P., Viovy, N., Bondeau, A., Chen, Y., Trusilova, K., Feser, F., Heimann, M. (2007). Uncertainties of modeling gross primary productivity over Europe: A systematic study on the effects of using different drivers and terrestrial biosphere models. Global Biogeochemical Cycles, 21(4), Gb4021. doi:10.1029/2006gb002915.
95Katterer, T., Reichstein, M., Andren, O., Lomander, A. (1998). Temperature dependence of organic matter decomposition: a critical review using literature data analyzed with different models. Biology and Fertility of Soils, 27(3), 258-262. doi:10.1007/s003740050430.
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97Kayler, Z. E., Premke, K., Gessler, A., Gessner, M. O., Griebler, C., Hilt, S., Klemedtsson, L., Kuzyakov, Y., Reichstein, M., Siemens, J., Totsche, K.-U., Tranvik, L., Wagner, A., Weitere, M., Grossart, H.-P. (2019). Integrating aquatic and terrestrial perspectives to improve insights into organic matter cycling at the landscape scale. Frontiers in Earth Science, 7: 127. doi:10.3389/feart.2019.00127.
98Keenan, T. F., Carbone, M. S., Reichstein, M., Richardson, A. D. (2011). The model-data fusion pitfall: assuming certainty in an uncertain world. Oecologia, 167(3), 587-597. doi:10.1007/s00442-011-2106-x.
99Keenan, T. F., Migliavacca, M., Papale, D., Baldocchi, D., Reichstein, M., Torn, M., Wutzler, T. (2019). Widespread inhibition of daytime ecosystem respiration. Nature Ecology & Evolution, 3(3), 407-415. doi:10.1038/s41559-019-0809-2.
100Knapp, A. K., Beier, C., Briske, D. D., Classen, A. T., Luo, Y., Reichstein, M., Smith, M. D., Smith, S. D., Bell, J. E., Fay, P. A., Heisler, J. L., Leavitt, S. W., Sherry, R., Smith, B., Weng, E. (2008). Consequences of more extreme precipitation regimes for terrestrial ecosystems. Bioscience, 58(9), 811-821. doi:10.1641/B580908.
101Knauer, J., Zaehle, S., De Kauwe, M. G., Haverd, V., Reichstein, M., Sun, Y. (2020). Mesophyll conductance in land surface models: effects on photosynthesis and transpiration. The Plant Journal, 101(4), 858-873. doi:10.1111/TPJ.14587.
102Knauer, J., Zaehle, S., Kauwe, M. G. D., Bahar, N. H. A., Evans, J. R., Medlyn, B. E., Reichstein, M., Werner, C. (2019). Effects of mesophyll conductance on vegetation responses to elevated CO2 concentrations in a land surface model. Global Change Biology, 25(5), 1820-1838. doi:10.1111/gcb.14604.
103Knauer, J., Zaehle, S., Medlyn, B. E., Reichstein, M., Williams, C. A., Migliavacca, M., Kauwe, M. G. D., Werner, C., Keitel, C., Kolari, P., Limousin, J.-M., Linderson, M.-L. (2018). Towards physiologically meaningful water-use efficiency estimates from eddy covariance data. Global Change Biology, 24(2), 694-710. doi:10.1111/gcb.13893.
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104Knauer, J., Zaehle, S., Reichstein, M., Medlyn, B. E., Forkel, M., Hagemann, S., Werner, C. (2017). The response of ecosystem water-use efficiency to rising atmospheric CO2 concentrations: sensitivity and large-scale biogeochemical implications. New Phytologist, 213(4), 1654-1666. doi:10.1111/nph.14288.
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105Koirala, S., Jung, M., Reichstein, M., de Graaf, I. E. M., Camps-Valls, G., Ichii, K., Papale, D., Raduly, B., Schwalm, C. R., Tramontana, G., Carvalhais, N. (2017). Global distribution of groundwater-vegetation spatial covariation. Geophysical Research Letters, 44(9), 4134-4142. doi:10.1002/2017GL072885.
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106Kraemer, G., Camps-Valls, G., Reichstein, M., Mahecha, M. D. (2020). Summarizing the state of the terrestrial biosphere in few dimensions. Biogeosciences, 17(9), 2397-2424. doi:10.5194/bg-17-2397-2020.
107Kraemer, G., Reichstein, M., Camps-Valls, G., Smits, J., Mahecha, M. D. (2020). The low dimensionality of development. Social Indicators Research, 150, 999-1020. doi:10.1007/s11205-020-02349-0.
108Kraemer, G., Reichstein, M., Mahecha, M. D. (2018). dimRed and coRanking—unifying dimensionality reduction in R. R Journal, 10(1), 342-358. doi:10.32614/RJ-2018-039.
109Kraft, B., Jung, M., Körner, M., Reichstein, M. (2020). Hybrid modeling: Fusion of a deep approach and physics-based model for global hydrological modeling. The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B2-2020, 1537-1544. doi:10.5194/isprs-archives-XLIII-B2-2020-1537-2020.
110Kraft, B., Jung, M., Körner, M., Requena Mesa, C., Cortés, J., Reichstein, M. (2019). Identifying dynamic memory effects on vegetation state using recurrent neural networks. Frontiers in Big Data, 2: 31. doi:10.3389/fdata.2019.00031.
111Kuglitsch, F. G., Reichstein, M., Beer, C., Carrara, A., Ceulemans, R., Granier, A., Janssens, I. A., Koestner, B., Lindroth, A., Loustau, D., Matteucci, G., Montagnani, L., Moors, E. J., Papale, D., Pilegaard, K., Rambal, S., Rebmann, C., Schulze, E. D., Seufert, G., Verbeeck, H., Vesala, T., Aubinet, M., Bernhofer, C., Foken, T., Grünwald, T., Heinesch, B., Kutsch, W. L., Laurila, T., Longdoz, B., Miglietta, F., Sanz, M. J., Valentini, R. (2008). Characterisation of ecosystem water-use efficiency of european forests from eddy covariance measurements. Biogeosciences Discussions, 5(6), 4481-4519. doi:10.5194/bgd-5-4481-2008.
112Lasslop, G., Migliavacca, M., Bohrer, G., Reichstein, M., Bahn, M., Ibrom, A., Jacobs, C., Kolari, P., Papale, D., Vesala, T., Wohlfahrt, G., Cescatti, A. (2012). On the choice of the driving temperature for eddy-covariance carbon dioxide flux partitioning. Biogeosciences, 9, 5243-5259. doi:10.5194/bg-9-5243-2012.
113Lasslop, G., Reichstein, M., Detto, M., Richardson, A. D., Baldocchi, D. D. (2010). Comment on Vickers et al.: Self-correlation between assimilation and respiration resulting from flux partitioning of eddy-covariance CO2 fluxes. Agricultural and Forest Meteorology, 150(2), 312-314. doi:10.1016/j.agrformet.2009.11.003.
114Lasslop, G., Reichstein, M., Kattge, J., Papale, D. (2008). Influences of observation errors in eddy flux data on inverse model parameter estimation. Biogeosciences, 5(5), 1311-1324. doi:10.5194/bg-5-1311-2008.
115Lasslop, G., Reichstein, M., Papale, D., Richardson, A. D., Arneth, A., Barr, A., Stoy, P., Wohlfahrt, G. (2010). Separation of net ecosystem exchange into assimilation and respiration using a light response curve approach: critical issues and global evaluation. Global Change Biology, 16(1), 187-208. doi:10.1111/j.1365-2486.2009.02041.x.
116Le Maire, G., Delpierre, N., Jung, M., Ciais, P., Reichstein, M., Viovy, N., Granier, A., Ibrom, A., Kolari, P., Longdoz, B., Moors, E. J., Pilegaard, K., Rambal, S., Richardson, A. D., Vesala, T. (2010). Detecting the critical periods that underpin interannual fluctuations in the carbon balance of European forests. Journal of Geophysical Research: Biogeosciences, 115: G00h03. doi:10.1029/2009jg001244.
117Lehmann, J., Hansel, C. M., Kaiser, C., Kleber, M., Maher, K., Manzoni, S., Nunan, N., Reichstein, M., Schimel, J. P., Torn, M. S., Wieder, W. R., Kögel-Knabner, I. (2020). Persistence of soil organic carbon caused by functional complexity. Nature Geoscience, 13, 529-534. doi:10.1038/s41561-020-0612-3.
118Li, W., Migliavacca, M., Forkel, M., Walther, S., Reichstein, M., Orth, R. (2020). Revisiting global vegetation controls using multi-layer soil moisture. Earth and Space Science Open Archive. doi:10.1002/essoar.10504463.1.
119Linscheid, N., Estupinan-Suarez, L. M., Brenning, A., Carvalhais, N., Cremer, F., Gans, F., Rammig, A., Reichstein, M., Sierra, C., Mahecha, M. D. (2020). Towards a global understanding of vegetation–climate dynamics at multiple timescales. Biogeosciences, 17(4), 945-962. doi:10.5194/bg-17-945-2020.
120Liu, J., Ma, X., Duan, Z., Jiang, J., Reichstein, M., Jung, M. (2020). Impact of temporal precipitation variability on ecosystem productivity. Wiley Interdisciplinary Reviews Water, 7(6): e1481. doi:10.1002/wat2.1481.
121Ludwig, R., Mauser, W., Niemeyer, S., Colgan, A., Stolz, R., Escher-Vetter, H., Kuhn, M., Reichstein, M., Tenhunen, J., Kraus, A., Ludwig, M., Barth, M., Hennicker, R. (2003). Web-based modelling of energy, water and matter fluxes to support decision making in mesoscale catchments - the integrative perspective of GLOWA-Danube. Physics and Chemistry of the Earth, 28(14-15), 621-634. doi:10.1016/S1474-7065(03)00108-6.
122Luo, Y. Q., Randerson, J. T., Abramowitz, G., Bacour, C., Blyth, E., Carvalhais, N., Ciais, P., Dalmonech, D., Fisher, J. B., Fisher, R., Friedlingstein, P., Hibbard, K., Hoffman, F., Huntzinger, D., Jones, C. D., Koven, C., Lawrence, D., Li, D. J., Mahecha, M. D., Niu, S. L., Norby, R., Piao, S. L., Qi, X., Peylin, P., Prentice, I. C., Riley, W., Reichstein, M., Schwalm, C., Wang, Y. P., Xia, J. Y., Zaehle, S., Zhou, X. H. (2012). A framework for benchmarking land models. Biogeosciences, 9, 3857-3874. doi:10.5194/bg-9-3857-2012.
123Luo, Y., El-Madany, T. S., Filippa, G., Ma, X., Ahrens, B., Carrara, A., Gonzalez-Cascon, R., Cremonese, E., Galvagno, M., Hammer, T. W., Pacheco-Labrador, J., Martín, M. P., Moreno, G., Pérez-Priego, O., Reichstein, M., Richardson, A. D., Römermann, C., Migliavacca, M. (2018). Using near-infrared-enabled digital repeat photography to track structural and physiological phenology in mediterranean tree–grass ecosystems. Remote Sensing, 10(8): 1293. doi:10.3390/rs10081293.
124Luo, Y., El-Madany, T. S., Ma, X., Nair, R. K. F., Jung, M., Weber, U., Filippa, G., Bucher, S. F., Moreno, G., Cremonese, E., Carrara, A., Gonzalez-Cascon, R., Escudero, Y. C., Galvagno, M., Pacheco-Labrador, J., Martín, M. P., Perez-Priego, O., Reichstein, M., Richardson, A. D., Menzel, A., Römermann, C., Migliavacca, M. (2020). Nutrients and water availability constrain the seasonality of vegetation activity in a Mediterranean ecosystem. Global Change Biology, 26(8), 4379-4400. doi:10.1111/gcb.15138.
125Luyssaert, S., Ciais, P., Piao, S. L., Schulze, E.-D., Jung, M., Zaehle, S., Schelhaas, M. J., Reichstein, M., Churkina, G., Papale, D., Abril, G., Beer, C., Grace, J., Loustau, D., Matteucci, G., Magnani, F., Nabuurs, G. J., Verbeeck, H., Sulkava, M., Van Der Werf, G. R., Janssens, I., Team, C. S. (2010). The European carbon balance. Part 3: forests. Global Change Biology, 16(5), 1429-1450. doi:10.1111/j.1365-2486.2009.02056.x.
126Luyssaert, S., Inglima, I., Jung, M., Richardson, A. D., Reichstein, M., Papale, D., Piao, S. L., Schulze, E. D., Wingate, L., Matteucci, G., Aragao, L., Aubinet, M., Beer, C., Bernhoffer, C., Black, K. G., Bonal, D., Bonnefond, J. M., Chambers, J., Ciais, P., Cook, B., Davis, K. J., Dolman, A. J., Gielen, B., Goulden, M., Grace, J., Granier, A., Grelle, A., Griffis, T., Grunwald, T., Guidolotti, G., Hanson, P. J., Harding, R., Hollinger, D. Y., Hutyra, L. R., Kolar, P., Kruijt, B., Kutsch, W. L., Lagergren, F., Laurila, T., Law, B. E., Le Maire, G., Lindroth, A., Loustau, D., Malhi, Y., Mateus, J., Migliavacca, M., Misson, L., Montagnani, L., Moncrieff, J., Moors, E., Munger, J. W., Nikinmaa, E., Ollinger, S. V., Pita, G., Rebmann, C., Roupsard, O., Saigusa, N., Sanz, M. J., Seufert, G., Sierra, C. A., Smith, M. L., Tang, J., Valentini, R., Vesala, T., Janssens, I. A. (2007). The CO2 balance of boreal, temperate, and tropical forests derived from a global database. Global Change Biology, 13(12), 2509-2537. doi:10.1111/j.1365-2486.2007.01439.x.
127Luyssaert, S., Janssens, I. A., Sulkava, M., Papale, D., Dolman, A. J., Reichstein, M., Hollmen, J., Martin, J. G., Suni, T., Vesala, T., Loustau, D., Law, B. E., Moors, E. J. (2007). Photosynthesis drives anomalies in net carbon-exchange of pine forests at different latitudes. Global Change Biology, 13(10), 2110-2127. doi:10.1111/j.1365-2486.2007.01432.x.
128Luyssaert, S., Reichstein, M., Schulze, E. D., Janssens, I. A., Law, B. E., Papale, D., Dragoni, D., Goulden, M. L., Granier, A., Kutsch, W. L., Linder, S., Matteucci, G., Moors, E., Munger, J. W., Pilegaard, K., Saunders, M., Falge, E. M. (2009). Toward a consistency cross-check of eddy covariance flux-based and biometric estimates of ecosystem carbon balance. Global Biogeochemical Cycles, 23, GB3009. doi:10.1029/2008GB003377.
129Ma, X., Mahecha, M. D., Migliavacca, M., van der Plas, F., Benavides, R., Ratcliffe, S., Kattge, J., Richter, R., Musavi, T., Baeten, L., Barnoaiea, I., Bohn, F. J., Bouriaud, O., Bussotti, F., Coppi, A., Domisch, T., Huth, A., Jaroszewicz, B., Joswig, J., Pabon-Moreno, D. E., Papale, D., Selvi, F., Laurin, G. V., Valladares, F., Reichstein, M., Wirth, C. (2019). Inferring plant functional diversity from space: the potential of Sentinel-2. Remote Sensing of Environment, 233: 111368. doi:10.1016/j.rse.2019.111368.
130Mahecha, M. D., Gans, F., Brandt, G., Christiansen, R., Cornell, S. E., Fomferra, N., Kraemer, G., Peters, J., Bodesheim, P., Camps-Valls, G., Donges, J. F., Dorigo, W., Estupiñan-Suarez, L., Gutierrez-Velez, V. H., Gutwin, M., Jung, M., Londoño, M. C., Miralles, D. G., Papastefanou, P., Reichstein, M. (2020). Earth system data cubes unravel global multivariate dynamics. Earth System Dynamics, 11(1), 201-234. doi:10.5194/esd-11-201-2020.
131Mahecha, M. D., Martinez, A., Lange, H., Reichstein, M., Beck, E. (2009). Identification of characteristic plant co-occurrences in neotropical secondary montane forests. Journal of Plant Ecology, 2, 31-41. doi:10.1093/jpe/rtp001.
132Mahecha, M. D., Reichstein, M., Carvalhais, N., Lasslop, G., Lange, H., Seneviratne, S. I., Vargas, R., Ammann, C., Arain, M. A., Cescatti, A., Janssens, I. A., Migliavacca, M., Montagnani, L., Richardson, A. D. (2010). Global Convergence in the Temperature Sensitivity of Respiration at Ecosystem Level. Science, 329(5993), 838-840. doi:10.1126/science.1189587.
133Mahecha, M. D., Reichstein, M., Carvalhais, N., Lasslop, G., Lange, H., Seneviratne, S. I., Vargas, R., Ammann, C., Arain, M. A., Cescatti, A., Janssens, I. A., Migliavacca, M., Montagnani, L., Richardson, A. D. (2011). Response to Comment on "Global Convergence in the Temperature Sensitivity of Respiration at Ecosystem Level". Science, 331(6022), 1265d. doi:10.1126/science.1197033.
134Mahecha, M. D., Reichstein, M., Jung, M., Seneviratne, S. I., Zaehle, S., Beer, C., Braakhekke, M. C., Carvalhais, N., Lange, H., Le Maire, G., Moors, E. (2010). Comparing observations and process-based simulations of biosphere-atmosphere exchanges on multiple time scales. Journal of Geophysical Research: Biogeosciences, 115: BGC1334, pp. G02003. doi:10.1029/2009JG001016.
135Mahecha, M. D., Reichstein, M., Lange, H., Carvalhais, N., Bernhofer, C., Grunwald, T., Papale, D., Seufert, G. (2007). Characterizing ecosystem-atmosphere interactions from short to interannual time scales. Biogeosciences, 4(5), 743-758. doi:10.5194/bg-4-743-2007.
136Martini, D., Pacheco-Labrador, J., Perez-Priego, O., van der Tol, C., El-Madany, T. S., Julitta, T., Rossini, M., Gitelson, A., Reichstein, M., Migliavacca, M. (2018). Photosynthesis-sun induced fluorescence relationship in a mediterranean grassland. In IEEE International Geoscience and Remote Sensing Symposium, IGARSS (pp. 5979-5982). Institute of Electrical and Electronics Engineers Inc. doi:10.1109/IGARSS.2018.8517362.
137Martini, D., Pacheco-Labrador, J., Perez-Priego, O., van der Tol, C., El-Madany, T. S., Julitta, T., Rossini, M., Reichstein, M., Christiansen, R., Rascher, U., Moreno, G., Martín, M. P., Yang, P., Carrara, A., Guan, J., González-Cascón, R., Migliavacca, M. (2019). Nitrogen and phosphorus effect on sun-induced fluorescence and gross primary productivity in mediterranean grassland. Remote Sensing, 11(21): 2562. doi:10.3390/rs11212562.
138Menzer, O., Moffat, A. M., Meiring, W., Lasslop, G., Schukat-Talamazzini, E. G., Reichstein, M. (2013). Random errors in carbon and water vapor fluxes assessed with Gaussian Processes. Agricultural and Forest Meteorology, 178-179, 161-172. doi:10.1016/j.agrformet.2013.04.024.
139Migliavacca, M., Pérez-Priego, O., Rossini, M., El-Madany, T. S., Moreno, G., van der Tol, C., Rascher, U., Berninger, A., Bessenbacher, V., Burkart, A., Carrara, A., Fava, F., Guan, J.-H., Hammer, T. W., Henkel, K., Juarez-Alcalde, E., Julitta, T., Kolle, O., Martin, M. P., Musavi, T., Pacheco-Labrador, J., Perez-Burgueno, A., Wutzler, T., Zaehle, S., Reichstein, M. (2017). Plant functional traits and canopy structure control the relationship between photosynthetic CO2 uptake and far-red sun-induced fluorescence in a Mediterranean grassland under different nutrient availability. New Phytologist, 214(3), 1078-1091. doi:10.1111/nph.14437.
140Migliavacca, M., Reichstein, M., Richardson, A. D., Colombo, R., Sutton, M. A., Lasslop, G., Tomelleri, E., Wohlfahrt, G., Carvalhais, N., Cescatti, A., Mahecha, M. D., Montagnani, L., Papale, D., Zaehle, S., Arain, A., Arneth, A., Black, T. A., Carrara, A., Dore, S., Gianelle, D., Helfter, C., Hollinger, D., Kutsch, W. L., Lafleur, P. M., Nouvellon, Y., Rebmann, C., Rocha, D., Rodeghiero, M., Roupsard, O., Sebastià, M.-T., Seufert, G., Soussana, J.-F., Molen, V. D. (2011). Semiempirical modeling of abiotic and biotic factors controlling ecosystem respiration across eddy covariance sites. Global Change Biology, 17(1), 390-409. doi:10.1111/j.1365-2486.2010.02243.x.
141Migliavacca, M., Reichstein, M., Richardson, A. D., Mahecha, M. D., Cremonese, E., Delpierre, N., Galvagno, M., Law, B. E., Wohlfahrt, G., Black, T. A., Carvalhais, N., Ceccherini, G., Chen, J., Gobron, N., Koffi, E., Munger, J. W., Perez-Priego, O., Robustelli, M., Tomelleri, E., Cescatti, A. (2015). Influence of physiological phenology on the seasonal pattern of ecosystem respiration in deciduous forests. Global Change Biology, 21(1), 363-376. doi:10.1111/gcb.12671.
142Miglietta, F., Gioli, B., Hutjes, R. W. A., Reichstein, M. (2007). Net regional ecosystem CO2 exchange from airborne and ground-based eddy covariance, land-use maps and weather observations. Global Change Biology, 13(3), 548-560. doi:10.1111/j.1365-2486.2006.01219.x.
143Moffat, A. M., Papale, D., Reichstein, M., Hollinger, D. Y., Richardson, A. D., Barr, A. G., Beckstein, C., Braswell, B. H., Churkina, G., Desai, A. R., Falge, E., Gove, J. H., Heimann, M., Hui, D. F., Jarvis, A. J., Kattge, J., Noormets, A., Stauch, V. J. (2007). Comprehensive comparison of gap-filling techniques for eddy covariance net carbon fluxes. Agricultural and Forest Meteorology, 147(3-4), 209-232. doi:10.1016/j.agrformet.2007.08.011.
144Moreno-Martínez, Á., Camps-Valls, G., Kattge, J., Robinson, N., Reichstein, M., Bodegom, P. V., Kramer, K., Cornelissen, J. H. C., Reich, P. B., Bahn, M., Niinemets, Ü., Peñuelas, J., Craine, J., Cerabolini, B., Minden, V., Laughlin, D. C., Sack, L., Allred, B., Baraloto, C., Byun, C., Soudzilovskaia, N. A., Running, S. W. (2018). A methodology to derive global maps of leaf traits using remote sensing and climate data. Remote Sensing of Environment, 218, 69-88. doi:10.1016/j.rse.2018.09.006.
145Moyano, F. E., Vasilyeva, N., Bouckaert, L., Cook, F., Craine, J., Yuste, J. C., Don, A., Epron, D., Formanek, P., Franzluebbers, A., Ilstedt, U., Katterer, T., Orchard, V., Reichstein, M., Rey, A., Ruamps, L., Subke, J. A., Thomsen, I. K., Chenu, C. (2012). The moisture response of soil heterotrophic respiration: interaction with soil properties. Biogeosciences, 9(3), 1173-1182. doi:10.5194/bg-9-1173-2012.
146Mueller, B., Hirschi, M., Jimenez, C., Ciais, P., Dirmeyer, P. A., Dolman, A. J., Fisher, J. B., Jung, M., Ludwig, F., Maignan, F., Miralles, D. G., McCabe, M. F., Reichstein, M., Sheffield, J., Wang, K., Wood, E. F., Zhang, Y., Seneviratne, S. I. (2013). Benchmark products for land evapotranspiration: LandFlux-EVAL multi-data set synthesis. Hydrology and Earth System Sciences, 17, 3707-3720. doi:10.5194/hess-17-3707-2013.
147Mueller, B., Seneviratne, S. I., Jimenez, C., Corti, T., Hirschi, M., Balsamo, G., Ciais, P., Dirmeyer, P., Fisher, J. B., Guo, Z., Jung, M., Maignan, F., Mccabe, M. F., Reichle, R., Reichstein, M., Rodell, M., Sheffield, J., Teuling, A. J., Wang, K., Wood, E. F., Zhang, Y. (2011). Evaluation of global observations-based evapotranspiration datasets and IPCC AR4 simulations. Geophysical Research Letters, 38(6), L06402. doi:10.1029/2010gl046230.
148Musavi, T., Mahecha, M. D., Migliavacca, M., Reichstein, M., van de Weg, M. J., van Bodegom, P. M., Bahn, M., Wirth, C., Reich, P. B., Schrodt, F., Kattge, J. (2015). The imprint of plants on ecosystem functioning: A data-driven approach. International Journal of Applied Earth Observation and Geoinformation, 43, 119-131. doi:10.1016/j.jag.2015.05.009.
149Musavi, T., Migliavacca, M., Reichstein, M., Kattge, J., Wirth, C., Black, T. A., Janssens, I., Knohl, A., Loustau, D., Roupsard, O., Varlagin, A., Rambal, S., Cescatti, A., Gianelle, D., Kondo, H., Tamrakar, R., Mahecha, M. D. (2017). Stand age and species richness dampen interannual variation of ecosystem-level photosynthetic capacity. Nature Ecology & Evolution, 1(2): 0048. doi:10.1038/s41559-016-0048.
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150Musavi, T., Migliavacca, M., van de Weg, M. J., Kattge, J., Wohlfahrt, G., van Bodegom, P., Reichstein, M., Bahn, M., Carrara, A., Domingues, T., Gavazzi, M., Gianelle, D., Gimeno, C., Granier, A., Gruening, C., Havránková, K., Herbst, M., Hrynkiw, C., Kalhori, A., Kaminski, T., Klumpp, K., Kolari, P., Longdoz, B., Minerbi, S., Montagnani, L., Moors, E., Oechel, W., Reich, P., Rohatyn, S., Rossi, A., Rotenberg, E., Varlagin, A., Wilkinson, M., Wirth, C., Mahecha, M. D. (2016). Potential and limitations of inferring ecosystem photosynthetic capacity from leaf functional traits. Ecology and Evolution, 6(20), 7352-7366. doi:10.1002/ece3.2479.
151Nair, R. K. F., Morris, K. A., Hertel, M., Luo, Y., Moreno, G., Reichstein, M., Schrumpf, M., Migliavacca, M. (2019). N: P stoichiometry and habitat effects on Mediterranean savanna seasonal root dynamics. Biogeosciences, 16(9), 1883-1901. doi:10.5194/bg-16-1883-2019.
152Nelson, J. A., Carvalhais, N., Cuntz, M., Delpierre, N., Knauer, J., Oge, J., Migliavacca, M., Reichstein, M., Jung, M. (2018). Coupling water and carbon fluxes to constrain estimates of transpiration: the TEA algorithm. Journal of Geophysical Research: Biogeosciences, 123(12), 3617-3632. doi:10.1029/2018JG004727.
153Nelson, J. A., Carvalhais, N., Migliavacca, M., Reichstein, M., Jung, M. (2018). Water-stress-induced breakdown of carbon–water relations: indicators from diurnal FLUXNET patterns. Biogeosciences, 15(8), 2433-2447. doi:10.5194/bg-15-2433-2018.
154Nelson, J. A., Pérez-Priego, O., Zhou, S., Poyatos, R., Zhang, Y., Blanken, P. D., Gimeno, T. E., Wohlfahrt, G., Desai, A. R., Gioli, B., Limousin, J., Bonal, D., Paul-Limoges, E., Scott, R. L., Varlagin, A., Fuchs, K., Montagnani, L., Wolf, S., Delpierre, N., Berveiller, D., Gharun, M., Marchesini, L. B., Gianelle, D., Šigut, L., Mammarella, I., Siebicke, L., Black, T. A., Knohl, A., Hörtnagl, L., Magliulo, V., Besnard, S., Weber, U., Carvalhais, N., Migliavacca, M., Reichstein, M., Jung, M. (2020). Ecosystem transpiration and evaporation: Insights from three water flux partitioning methods across FLUXNET sites. Global Change Biology, 26(12), 6916-6930. doi:10.1111/gcb.15314.
155Niinemets, U., Loreto, F., Reichstein, M. (2004). Physiological and physicochemical controls on foliar volatile organic compound emissions. Trends in Plant Science, 9(4), 180-186. doi:10.1016/j.tplants.2004.02.006.
156Niinemets, U., Reichstein, M. (2002). A model analysis of the effects of nonspecific monoterpenoid storage in leaf tissues on emission kinetics and composition in Mediterranean sclerophyllous Quercus species. Global Biogeochemical Cycles, 16(4): 1110. doi:10.1029/2002GB001927.
157Niinemets, U., Reichstein, M. (2003). Controls on the emission of plant volatiles through stomata: A sensitivity analysis. Journal of Geophysical Research: Atmospheres, 108(D7): 4211. doi:10.1029/2002JD002626.
158Niinemets, U., Reichstein, M. (2003). Controls on the emission of plant volatiles through stomata: Differential sensitivity of emission rates to stomatal closure explained. Journal of Geophysical Research: Atmospheres, 108(D7): 4208. doi:10.1029/2002JD002620.
159Niinemets, U., Reichstein, M., Staudt, M., Seufert, G., Tenhunen, J. D. (2002). Stomatal constraints may affect emission of oxygenated monoterpenoids from the foliage of Pinus pinea. Plant Physiology, 130(3), 1371-1385. doi:10.1104/pp.009670.
160Orth, R., Destouni, G., Jung, M., Reichstein, M. (2020). Large-scale biospheric drought response intensifies linearly with drought duration in arid regions. Biogeosciences, 17(9), 2647-2656. doi:10.5194/bg-17-2647-2020.
161Owen, K. E., Tenhunen, J., Reichstein, M., Wang, Q., Falge, E., Geyer, R., Xiao, X. M., Stoy, P., Ammann, C., Arain, A., Aubinet, M., Aurela, M., Bernhofer, C., Chojnicki, B. H., Granier, A., Gruenwald, T., Hadley, J., Heinesch, B., Hollinger, D., Knohl, A., Kutsch, W. L., Lohila, A., Meyers, T., Moors, E., Moureaux, C., Pilegaard, K., Saigusa, N., Verma, S., Vesala, T., Vogel, C. (2007). Linking flux network measurements to continental scale simulations: ecosystem carbon dioxide exchange capacity under non-water-stressed conditions. Global Change Biology, 13(4), 734-760. doi:10.1111/j.1365-2486.2007.01326.x.
162Pabon-Moreno, D. E., Musavi, T., Migliavacca, M., Reichstein, M., Römermann, C., Mahecha, M. D. (2020). Ecosystem physio-phenology revealed using circular statistics. Biogeosciences, 17(15), 3991-4006. doi:10.5194/bg-17-3991-2020.
163Pacheco-Labrador, J., Carvalhais, N., Perez-Priego, O., El-Madany, T. S., Rossini, M., Julitta, T., Moreno, G., González-Cascón, R., Martín, M. P., Reichstein, M., Carrara, A., Guanter, L., Migliavacca, M. (2018). Assessing the use of multiple constraints and ancillary data to support scope model inversion in a experimental grassland. In IEEE International Geoscience and Remote Sensing Symposium, IGARSS (pp. 5975-5978). Institute of Electrical and Electronics Engineers Inc. doi:10.1109/IGARSS.2018.8518487.
164Pacheco-Labrador, J., El-Madany, T. S., Martin, M. P., Gonzalez-Cascon, R., Carrara, A., Moreno, G., Perez-Priego, O., Hammer, T., Moossen, H., Henkel, K., Kolle, O., Martini, D., Burchard, V., van der Tol, C., Segl, K., Reichstein, M., Migliavacca, M. (2020). Combining hyperspectral remote sensing and eddy covariance data streams for estimation of vegetation functional traits. Biogeosciences Discussions. doi:10.5194/bg-2019-501.
165Pacheco-Labrador, J., El-Madany, T. S., van der Tol, C., Martin, M. P., Gonzalez-Cascon, R., Perez-Priego, O., Guan, J., Moreno, G., Carrara, A., Reichstein, M., Migliavacca, M. (2020). senSCOPE: Modeling radiative transfer and biochemical processes in mixed canopies combining green and senescent leaves with SCOPE. bioRxiv. doi:10.1101/2020.02.05.935064.
166Pacheco-Labrador, J., Perez-Priego, O., El-Madany, T. S., Julitta, T., Rossini, M., Guan, J.-H., Moreno, G., Carvalhais, N., Martín, M. P., Gonzalez-Cascon, R., Kolle, O., Reichstein, M., van der Tolg, C., Carrara, A., Martini, D., Hammer, T. W., Moossen, H., Migliavacca, M. (2019). Multiple-constraint inversion of SCOPE. Evaluating the potential of GPP and SIF for the retrieval of plant functional traits. Remote Sensing of Environment, 234: 111362. doi:10.1016/j.rse.2019.111362.
167Papale, D., Black, T. A., Carvalhais, N., Cescatti, A., Chen, J., Jung, M., Kiely, G., Lasslop, G., Mahecha, M. D., Margolis, H., Merbold, L., Montagnani, L., Moors, E., Olesen, J. E., Reichstein, M., Tramontana, G., van Gorsel, E., Wohlfahrt, G., Ráduly, B. (2015). Effect of spatial sampling from European flux towers for estimating carbon and water fluxes with artificial neural networks. Journal of Geophysical Research: Biogeosciences, 120(10), 1941-1957. doi:10.1002/2015JG002997.
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168Papale, D., Reichstein, M., Aubinet, M., Canfora, E., Bernhofer, C., Kutsch, W., Longdoz, B., Rambal, S., Valentini, R., Vesala, T., Yakir, D. (2006). Towards a standardized processing of Net Ecosystem Exchange measured with eddy covariance technique: algorithms and uncertainty estimation. Biogeosciences, 3(4), 571-583. doi:10.5194/bg-3-571-2006.
169Perez-Priego, O., El-Madany, T. S., Migliavacca, M., Kowalski, A. S., Jung, M., Carrara, A., Kolle, O., Martín, M. P., Pacheco-Labrador, J., Moreno, G., Reichstein, M. (2017). Evaluation of eddy covariance latent heat fluxes with independent lysimeter and sapflow estimates in a Mediterranean savannah ecosystem. Agricultural and Forest Meteorology, 236, 87-99. doi:10.1016/j.agrformet.2017.01.009.
170Pérez-Priego, O., Guan, J.-H., Rossini, M., Fava, F., Wutzler, T., Moreno, G., Carvalhais, N., Carrara, A., Kolle, O., Julitta, T., Schrumpf, M., Reichstein, M., Migliavacca, M. (2015). Sun-induced chlorophyll fluorescence and photochemical reflectance index improve remote-sensing gross primary production estimates under varying nutrient availability in a typical Mediterranean savanna ecosystem. Biogeosciences, 12(21), 6351-6367. doi:10.5194/bg-12-6351-2015.
171Perez-Priego, O., Katul, G., Reichstein, M., El-Madany, T. S., Ahrens, B., Carrara, A., Scanlon, T. M., Migliavacca, M. (2018). Partitioning eddy covariance water flux components using physiological and micrometeorological approaches. Journal of Geophysical Research: Biogeosciences, 123(10), 3353-3370. doi:10.1029/2018JG004637.
172Piao, S. L., Ciais, P., Friedlingstein, P., Peylin, P., Reichstein, M., Luyssaert, S., Margolis, H., Fang, J. Y., Barr, A., Chen, A. P., Grelle, A., Hollinger, D. Y., Laurila, T., Lindroth, A., Richardson, A. D., Vesala, T. (2008). Net carbon dioxide losses of northern ecosystems in response to autumn warming. Nature, 451(7174), 49-U3. doi:10.1038/nature06444.
173Piao, S., Friedlingstein, P., Ciais, P., Peylin, P., Zhu, B., Reichstein, M. (2009). Footprint of temperature changes in the temperate and boreal forest carbon balance. Geophysical Research Letters, 36, L07404. doi:10.1029/2009gl037381.
174Pielke, R. A., Pitman, A., Niyogi, D., Mahmood, R., Mcalpine, C., Hossain, F., Goldewijk, K. K., Nair, U., Betts, R., Fall, S., Reichstein, M., Kabat, P., De Noblet, N. (2011). Land use/land cover changes and climate: modeling analysis and observational evidence. Wiley interdisciplinary reviews: Climate change, 2(6), 828-850. doi:10.1002/wcc.144.
175Rambal, S., Ourcival, J. M., Joffre, R., Mouillot, F., Nouvellon, Y., Reichstein, M., Rocheteau, A. (2003). Drought controls over conductance and assimilation of a Mediterranean evergreen ecosystem: scaling from leaf to canopy. Global Change Biology, 9(12), 1813-1824. doi:10.1046/j.1529-8817.2003.00687.x.
176Reichstein, M. (2006). Integration of FLUXNET and Earth observation data with biogeochemical modelling. iLEAPS Newsletter, 3, 32-34.
177Reichstein, M. (2007). Impact of climate change on forest soil carbon - Principles, Factors, Models, Uncertainties. In P. H. Freer-Smith, M. S. J. Broadmeadow, J. M. Lynch (Eds.), Forestry and climate change (pp. 127-135). Wallingford: CABI Publ.
178Reichstein, M. (2010). Journal club: a biogeochemist looks at where all the emitted carbon dioxide is going. Nature, 464: 7286. doi:10.1038/464145e.
179Reichstein, M. (2012). Carbon management under extremes. Carbon management, 3(2), 113-115. doi:10.4155/CMT.12.8.
180Reichstein, M. (2020). How can artificial intelligence enhance our understanding of the earth system? Video Talk on source. doi:10.21036/LTPUB10819.
181Reichstein, M., Ågren, G. I., Fontaine, S. (2009). Is there a theoretical limit to soil carbon storage in old-growth forests? A model analysis with contrasting approaches. In C. Wirth, G. Gleixner, M. Heimann (Eds.), Old-Growth Forests (pp. 267-281). Berlin: Springer.
182Reichstein, M., Bahn, M., Ciais, P., Frank, D., Mahecha, M. D., Seneviratne, S. I., Zscheischler, J., Beer, C., Buchmann, N., Frank, D. C., Papale, D., Smith, A. R. P., Thonicke, K., van der Velde, M., Vicca, S., Walz, A., Wattenbach, M. (2013). Climate extremes and the carbon cycle. Nature, 500, 287-295. doi:10.1038/nature12350.
183Reichstein, M., Bahn, M., Mahecha, M. D., Kattge, J., Baldocchi, D. D. (2014). Linking plant and ecosystem functional biogeography. Proc.Natl.Acad.Sci.USA, 111(38), 13697-13702. doi:10.1073/pnas.1216065111.
184Reichstein, M., Bednorz, F., Broll, G., Katterer, T. (2000). Temperature dependence of carbon mineralisation: conclusions from a long-term incubation of subalpine soil samples. Soil Biology and Biochemistry, 32(7), 947-958. doi:10.1016/S0038-0717(00)00002-X.
185Reichstein, M., Beer, C. (2008). Soil respiration across scales: the importance of a model-data integration framework for data interpretation. Journal of Plant Nutrition and Soil Science, 171(3), 344-354. doi:10.1002/jpln.200700075.
186Reichstein, M., Besnard, S., Carvalhais, N., Gans, F., Jung, M., Kraft, B., Mahecha, M. D. (2018). Modelling landsurface time-series with recurrent neural nets. In 2018 IEEE International geoscience and remote sensing symposium (IGARSS) (pp. 7640-7643). 2018: Valencia. doi:10.1109/IGARSS.2018.8518007.
187Reichstein, M., Camps-Valls, G., Stevens, B., Jung, M., Denzler, J., Carvalhais, N., Prabhat (2019). Deep learning and process understanding for data-driven Earth system science. Nature, 566(7743), 195-204. doi:10.1038/s41586-019-0912-1.
188Reichstein, M., Carvalhais, N. (2019). Aspects of forest biomass in the earth system: Its role and major unknowns. Surveys in Geophysics, 40(4), 693-707. doi:10.1007/s10712-019-09551-x.
189Reichstein, M., Ciais, P., Beer, C., Beier, C., Ibrom, A., Janssens, I., Jung, M., Misson, L., Seneviratne, S., Smith, P., Williams, C., Wirth, C. (2009). The role of climate variability and extremes for global terrestrial carbon dynamics: lessons learnt from multiple observations and experiments. IOP Conference Series: Earth and Environmental Science, 6: 042006. doi:10.1088/1755-1307/6/4/042006.
190Reichstein, M., Ciais, P., Papale, D., Valentini, R., Running, S., Viovy, N., Cramer, W., Granier, A., Ogee, J., Allard, V., Aubinet, M., Bernhofer, C., Buchmann, N., Carrara, A., Grunwald, T., Heimann, M., Heinesch, B., Knohl, A., Kutsch, W. L., Loustau, D., Manca, G., Matteucci, G., Miglietta, F., Ourcival, J. M., Pilegaard, K. (2007). Reduction of ecosystem productivity and respiration during the European summer 2003 climate anomaly: a joint flux tower, remote sensing and modelling analysis. Global Change Biology, 13(3), 634-651. doi:10.1111/j.1365-2486.2006.01224.x.
191Reichstein, M., Falge, E., Baldocchi, D., Papale, D., Aubinet, M., Berbigier, P., Bernhofer, C., Buchmann, N., Gilmanov, T., Granier, A., Grünwald, T., Havránková, K., Ilvesniemi, H., Janous, D., Knohl, A., Laurila, T., Lohila, A., Loustau, D., Matteucci, G., Meyers, T., Miglietta, F., Ourcival, J.-M., Pumpanen, J., Rambal, S., Rotenberg, E., Sanz, M., Tenhunen, J., Seufert, G., Vaccari, F., Versala, T., Yakir, D., Valentini, R. (2005). On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm. Global Change Biology, 11(9), 1424-1439. doi:10.1111/j.1365-2486.2005.001002.x.
192Reichstein, M., Frank, D., Sillmann, J., Sippel, S. (2019). Outlook: Challenges for societal resilience under climate extremes. In J. Sillmann, S. Sippel, S. Russo (Eds.), Climate extremes and their implications for impact and risk assessment (pp. 341-353). Amsterdam: Elsevier.
193Reichstein, M., Janssens, I. A. (2009). Semi-empirical modelling of the response of soil respiration to environmental factors in laboratory and field conditions. In W. Kutsch, M. Bahn, A. Heinemeyer (Eds.), Soil Carbon Dynamics - an Integrated Methodology (pp. 207-220). Cambridge: Cambridge Univ. Press.
194Reichstein, M., Kätterer, T., Andrén, O., Ciais, P., Schulze, E.-D., Cramer, W., Papale, D., Valentini, R. (2005). Temperature sensitivity of decomposition in relation to soil organic matter pools: critique and outlook. Biogeosciences, 2(4), 317-321. doi:10.5194/bg-2-317-2005.
195Reichstein, M., Papale, D., Valentini, R., Aubinet, M., Bernhofer, C., Knohl, A., Laurila, T., Lindroth, A., Moors, E., Pilegaard, K., Seufert, G. (2007). Determinants of terrestrial ecosystem carbon balance inferred from European eddy covariance flux sites. Geophysical Research Letters, 34(1), L01402. doi:10.1029/2006GL027880.
196Reichstein, M., Rey, A., Freibauer, A., Tenhunen, J., Valentini, R., Banza, J., Casals, P., Cheng, Y. F., Grünzweig, J. M., Irvine, J., Joffre, R., Law, B. E., Loustau, D., Miglietta, F., Oechel, W., Ourcival, J.-M., Pereira, J. S., Peressotti, A., Ponti, F., Qi, Y., Rambal, S., Rayment, M., Romanya, J., Rossi, F., Tedeschi, V., Tirone, G., Xu, M., Yakir, D. (2003). Modeling temporal and large-scale spatial variability of soil respiration from soil water availability, temperature and vegetation productivity indices. Global Biogeochemical Cycles, 17(4), 1104. doi:10.1029/2003GB002035.
197Reichstein, M., Richardson, A. D., Migliavacca, M., Carvalhais, N. (2014). Plant–environment interactions across multiple scales. In R. K. Monson (Ed.), Ecology and the Environment (pp. 1-27). New York: Springer.
198Reichstein, M., Stoy, P. C., Desai, A. R., Lasslop, G., Richardson, A. D. (2012). Partitioning of net fluxes. In M. Aubinet, T. Vasala, D. Papale (Eds.), Eddy Covariance: A Practical Guide to Measurement and Data Analysis (pp. 263-289). Springer, Atmospheric Sciences.
199Reichstein, M., Subke, J.-A., Angeli, A. C., Tenhunen, J. D. (2005). Does the temperature sensitivity of decomposition of soil organic matter depend upon water content, soil horizon, or incubation time? Global Change Biology, 11(10), 1754-1767. doi:10.1111/j.1365-2486.2005.001010.x.
200Reichstein, M., Tenhunen, J. D., Roupsard, O., Ourcival, J. M., Rambal, S., Dore, S., Valentini, R. (2002). Ecosystem respiration in two Mediterranean evergreen Holm Oak forests: drought effects and decomposition dynamics. Functional Ecology, 16(1), 27-39. doi:10.1046/j.0269-8463.2001.00597.x.
201Reichstein, M., Tenhunen, J. D., Roupsard, O., Ourcival, J. M., Rambal, S., Miglietta, F., Peressotti, A., Pecchiari, M., Tirone, G., Valentini, R. (2002). Severe drought effects on ecosystem CO2 and H2O fluxes at three Mediterranean evergreen sites: revision of current hypotheses? Global Change Biology, 8(10), 999-1017. doi:10.1046/j.1365-2486.2002.00530.x.
202Reichstein, M., Tenhunen, J., Berbigier, P., Magliulo, E., Miglietta, F., Ourcival, J.-M., Pecchiari, M., Peressotti, A., Rambal, S., Valentini, R., Vitullo, M. (2001). Mediterranean ecosystem carbon and water exchange in response to drought: monospecific evergreen forest versus multi-species macchia. In Funktionelle Bedeutung von Biodiversität (pp. 154-154). Berlin: Parey.
203Reichstein, M., Tenhunen, J., Roupsard, O., Ourcival, J. M., Rambal, S., Miglietta, F., Peressotti, A., Pecchiari, M., Tirone, G., Valentini, R. (2003). Inverse modeling of seasonal drought effects on canopy CO2 H2O exchange in three Mediterranean ecosystems. Journal of Geophysical Research: Atmospheres, 108(D23): 4726. doi:10.1029/2003JD003430.
204Requena-Mesa, C., Reichstein, M., Mahecha, M. D., Kraft, B., Denzler, J. (2018). Predicting landscapes as seen from space from environmental conditions. In 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (pp. 1768-1771). doi:10.1109/IGARSS.2018.8519427.
205Requena-Mesa, C., Reichstein, M., Mahecha, M. D., Kraft, B., Denzler, J. (2019). Predicting landscapes from environmental conditions using generative networks. In G. A. FInk, S. Frintrop, X. Jiang (Eds.), Pattern Recognition, DAGM GCPR 2019 (pp. 203-217). Cham: Springer. doi:10.1007/978-3-030-33676-9_14.
206Reth, S., Graf, W., Reichstein, M., Munch, J. C. (2009). Sustained stimulation of soil respiration after 10 years of experimental warming. Environmental Research Letters, 4(2), 24005. doi:10.1088/1748-9326/4/2/024005.
207Reth, S., Reichstein, M., Falge, E. (2005). The effect of soil water content, soil temperature, soil pH-value and the root mass on soil CO2 efflux - A modified model. Plant and Soil, 268(1), 21-33. doi:10.1007/s11104-005-0175-5.
208Reuter, M., Buchwitz, M., Hilker, M., Heymann, J., Bovensmann, H., Burrows, J. P., Houweling, S., Liu, Y. Y., Nassar, R., Chevallier, F., Ciais, P., Marshall, J., Reichstein, M. (2017). How much CO2 is taken up by the European terrestrial biosphere? Bulletin of the American Meteorological Society, 98(4), 665-671. doi:10.1175/BAMS-D-15-00310.1.
209Richardson, A. D., Black, T. A., Ciais, P., Delbart, N., Friedl, M. A., Gobron, N., Hollinger, D. Y., Kutsch, W. L., Longdoz, B., Luyssaert, S., Migliavacca, M., Montagnani, L., Munger, J. W., Moors, E., Piao, S., Rebmann, C., Reichstein, M., Saigusa, N., Tomelleri, E., Vargas, R., Varlagin, A. (2010). Influence of spring and autumn phenological transitions on forest ecosystem productivity. Philosophical Transactions of the Royal Society of London, Series B: Biological Sciences, 365(1555), 3227-3246. doi:10.1098/rstb.2010.0102.
210Richardson, A. D., Mahecha, M. D., Falge, E., Kattge, J., Moffat, A. M., Papale, D., Reichstein, M., Stauch, V. J., Braswell, B. H., Churkina, G., Kruijt, B., Hollinger, D. Y. (2008). Statistical properties of random CO2 flux measurement uncertainty inferred from model residuals. Agricultural and Forest Meteorology, 148(1), 38-50. doi:10.1016/j.agrformet.2007.09.001.
211Richardson, A., Aubinet, M., Barr, A., Hollinger, D., Ibrom, A., Lasslop, G., Reichstein, M. (2012). Uncertainty quantification. In M. Aubinet, T. Vesala, D. Papale (Eds.), Eddy Covariance: A Practical Guide to Measurement and Data Analysis.
212Rodner, E., Barz, B., Guanche, Y., Flach, M., Mahecha, M. D., Bodesheim, P., Reichstein, M., Denzler, J. (2016). Maximally divergent intervals for anomaly detection. In ICML 2016 Anomaly Detection Workshop.
213Runge, J., Bathiany, S., Bollt, E., Camps-Valls, G., Coumou, D., Deyle, E., Glymour, C., Kretschmer, M., Mahecha, M. D., Muñoz-Marí, J., van Nes, E. H., Peters, J., Quax, R., Reichstein, M., Scheffer, M., Schölkopf, B., Spirtes, P., Sugihara, G., Sun, J., Zhang, K., Zscheischler, J. (2019). Inferring causation from time series in Earth system sciences. Nature Communications, 10: 2553. doi:10.1038/s41467-019-10105-3.
214Ryu, Y., Baldocchi, D. D., Black, T. A., Detto, M., Law, B. E., Leuning, R., Miyata, A., Reichstein, M., Vargas, R., Ammann, C., Beringer, J., Flanagan, L. B., Gu, L. H., Hutley, L. B., Kim, J., Mccaughey, H., Moors, E. J., Rambal, S., Vesala, T. (2012). On the temporal upscaling of evapotranspiration from instantaneous remote sensing measurements to 8-day mean daily-sums. Agricultural and Forest Meteorology, 152, 212-222. doi:10.1016/j.agrformet.2011.09.010.
215Samuel, S., Shadaydeh, M., Böcker, S., Brügmann, B., Bucher, S. F., Deckert, V., Denzler, J., Dittrich, P., von Eggeling, F., Güllmar, D., Guntinas-Lichius, O., König-Ries, B., Löffler, F., Maicher, L., Marz, M., Migliavacca, M., Reichenbach, J. R., Reichstein, M., Römermann, C., Wittig, A. (2020). A virtual “Werkstatt” for digitization in the sciences. Research Ideas and Outcomes, 6: e54106. doi:10.3897/rio.6.e54106.
216Schlund, M., Eyring, V., Camps-Valls, G., Friedlingstein, P., Gentine, P., Reichstein, M. (2020). Constraining uncertainty in projected gross primary production with machine learning. Journal of Geophysical Research: Biogeosciences, 125(11): e2019JG005619. doi:10.1029/2019JG005619.
217Schmitgen, S., Geiss, H., Ciais, P., Neininger, B., Brunet, Y., Reichstein, M., Kley, D., Volz-Thomas, A. (2004). Carbon dioxide uptake of a forested region in southwest France derived from airborne CO2 and CO measurements in a quasi-Lagrangian experiment. Journal of Geophysical Research: Atmospheres, 109(D14): D14302. doi:10.1029/2003JD004335.
218Schrodt, F., Kattge, J., Shan, H., Fazayeli, F., Joswig, J., Banerjee, A., Reichstein, M., Bönisch, G., Díaz, S., Dickie, J., Gillison, A., Karpatne, A., Lavorel, S., Leadley, P., Wirth, C., Wright, I. J., Wright, S. J., Reich, P. B. (2015). BHPMF – a hierarchical Bayesian approach to gap-filling and trait prediction for macroecology and functional biogeography. Global Ecology and Biogeography, 24(12), 1510-1521. doi:10.1111/geb.12335.
219Schwalm, C. R., Williams, C. A., Schaefer, K., Arneth, A., Bonal, D., Buchmann, N., Chen, J. Q., Law, B. E., Lindroth, A., Luyssaert, S., Reichstein, M., Richardson, A. D. (2010). Assimilation exceeds respiration sensitivity to drought: A FLUXNET synthesis. Global Change Biology, 16(2), 657-670. doi:10.1111/j.1365-2486.2009.01991.x.
220Seneviratne, S. I., Easterling, D., Goodess, C. M., Kanae, S., Kossin, J., Luo, Y., Marengo, J., McInnes, K., Rahimi, M., Reichstein, M., Sorteberg, A., Vera, C., Zhang, X. (2012). Changes in climate extremes and their impacts on the natural physical environment. In C. B. Field, V. Barros, T. F. Stocker, D. Qin, D. J. Dokken, K. L. Ebi, M. D. Mastrandrea, K. J. Mach, G.-K. Plattner, S. K. Allen, M. Tignor, P. M. Midgley (Eds.), Managing the risks of extreme events and disasters to advance climate change adaptation: Special report of the Intergovernmental Panel on Climate Change (pp. 109-230). Cambridge: Cambridge University Press.
221Shadaydeh, M., Garcia, Y. G., Mahecha, M. D., Reichstein, M., Denzler, J. (2018). Causality analysis of ecological time series: a time-frequency approach. In C. Chen, D. Cooley, J. Runge, E. Szekely (Eds.), 8th International Workshop on Climate Informatics: CI 2018 (pp. 111-114).
222Shan, H., Kattge, J., Reich, P., Banerjee, A., Schrodt, F., Reichstein, M. (2012). Gap filling in the plant kingdom - Trait prediction using hierarchical probabilistic matrix factorization. In J. Langford (Ed.), Proceedings of the International Conference for Machine Learning (ICML) (pp. 1303-1310). Edinburgh: International Conference on Machine Learning.
223Shurpali, N. J., Hyvonen, N. P., Huttunen, J. T., Clement, R. J., Reichstein, M., Nykanen, H., Biasi, C., Martikainen, P. J. (2009). Cultivation of a perennial grass for bioenergy on a boreal organic soil - carbon sink or source? GCB Bioenergy, 1(1), 35-50. doi:10.1111/j.1757-1707.2009.01003.x.
224Sippel, S., El-Madany, T. S., Migliavacca, M., Mahecha, M. D., Carrara, A., Flach, M., Kaminski, T., Otto, F. E. L., Thonicke, K., Vossbeck, M., Reichstein, M. (2018). Warm winter, wet spring, and an extreme response in ecosystem functioning on the Iberian Peninsula. Bulletin of the American Meteorological Society, 99(1), S80-S85. doi:10.1175/BAMS-D-17-0135.1.
225Sippel, S., Forkel, M., Rammig, A., Thonicke, K., Flach, M., Heimann, M., Otto, F. E. L., Reichstein, M., Mahecha, M. D. (2017). Contrasting and interacting changes in simulated spring and summer carbon cycle extremes in European ecosystems. Environmental Research Letters, 12: 075006. doi:10.1088/1748-9326/aa7398.
226Sippel, S., Otto, F. E. L., Forkel, M., Allen, M. R., Guillod, B. P., Heimann, M., Reichstein, M., Seneviratne, S. I., Thonicke, K., Mahecha, M. D. (2016). A novel bias correction methodology for climate impact simulations. Earth System Dynamics, 7(1), 71-88. doi:10.5194/esd-7-71-2016.
227Sippel, S., Reichstein, M., Ma, X., Mahecha, M. D., Lange, H., Flach, M., Frank, D. (2018). Drought, heat, and the carbon cycle: a review. Current Climate Change Reports, 4(3), 266-286. doi:10.1007/s40641-018-0103-4.
228Sippel, S., Zscheischler, J., Heimann, M., Lange, H., Mahecha, M. D., van Oldenborgh, G. J., Otto, F. E. L., Reichstein, M. (2017). Have precipitation extremes and annual totals been increasing in the world’s dry regions over the last 60 years? Hydrology and Earth System Sciences, 21(1), 441-458. doi:10.5194/hess-21-441-2017.
229Sippel, S., Zscheischler, J., Mahecha, M. D., Orth, R., Reichstein, M., Vogel, M., Seneviratne, S. I. (2017). Refining multi-model projections of temperature extremes by evaluation against land–atmosphere coupling diagnostics. Earth System Dynamics, 8(2), 387-403. doi:10.5194/esd-8-387-2017.
230Sippel, S., Zscheischler, J., Reichstein, M. (2016). Ecosystem impacts of climate extremes crucially depend on the timing (commentary). Proc.Natl.Acad.Sci.USA, 113(21), 5768-5770. doi:10.1073/pnas.1605667113.
231Stoy, P. C., El-Madany, T. S., Fisher, J. B., Gentine, P., Gerken, T., Good, S. P., Klosterhalfen, A., Liu, S., Miralles, D. G., Perez-Priego, O., Rigden, A. J., Skaggs, T. H., Wohlfahrt, G., Anderson, R. G., Coenders-Gerrits, A. M. J., Jung, M., Maes, W. H., Mammarella, I., Mauder, M., Migliavacca, M., Nelson, J. A., Poyatos, R., Reichstein, M., Scott, R. L., Wolf, S. (2019). Reviews and syntheses: Turning the challenges of partitioning ecosystem evaporation and transpiration into opportunities. Biogeosciences, 16(19), 3747-3775. doi:10.5194/bg-16-3747-2019.
232Stoy, P. C., Richardson, A. D., Baldocchi, D. D., Katul, G. G., Stanovick, J., Mahecha, M. D., Reichstein, M., Detto, M., Law, B. E., Wohlfahrt, G., Arriga, N., Campos, J., Mccaughey, J. H., Montagnani, L., U, K. T. P., Sevanto, S., Williams, M. (2009). Biosphere-atmosphere exchange of CO2 in relation to climate: a cross-biome analysis across multiple time scales. Biogeosciences, 6(10), 2297-2312. doi:10.5194/bg-6-2297-2009.
233Stoy, P., Mauder, M., Foken, T., Marcolla, B., Boegh, E., Ibrom, A., Arain, M., Arneth, A., Aurela, M., Bernhofer, C., Cescatti, A., Dellwik, E., Duce, P., Gianelle, D., van Gorsel, E., Kiely, G., Knohl, A., Margolis, H., McCaughey, H., Merbold, L., Montagnani, L., Papale, D., Reichstein, M., Saunders, M., Serrano-Ortiz, P., Sottocornola, M., Spano, D., Vaccari, F., Varlagin, A. (2013). A data-driven analysis of energy balance closure across FLUXNET research sites: The role of landscape scale heterogeneity. Agricultural and Forest Meteorology, 171-172, 137-152. doi:10.1016/j.agrformet.2012.11.004.
234Subke, J. A., Reichstein, M., Tenhunen, J. D. (2003). Explaining temporal variation in soil CO2 efflux in a mature spruce forest in Southern Germany. Soil Biology and Biochemistry, 35(11), 1467-1483. doi:10.1016/S0038-0717(03)00241-4.
235Subke, J.-A., Heinemeyer, A., Reichstein, M. (2009). Experimental design: scaling up in time and space, and its statistical considerations. In W. Kutsch, M. Bahn, A. Heinemeyer (Eds.), Soil Carbon Dynamics - an Integrated Methodology (pp. 34-48). Cambridge: Cambridge Univ. Press.
236Suni, T., Guenther, A., Hansson, H. C., Kulmala, M., Andreae, M. O., Arneth, A., Artaxo, P., Blyth, E., Brus, M., Ganzeveld, L., Kabat, P., Noblet-Ducoudré, N. d., Reichstein, M., Reissell, A., Rosenfeld, D., Seneviratne, S. (2015). The significance of land-atmosphere interactions in the Earth system—iLEAPS achievements and perspectives. Anthropocene, 12, 69-84. doi:10.1016/j.ancene.2015.12.001.
237Tang, X., Carvalhais, N., Moura, C., Ahrens, B., Koirala, S., Fan, S., Guan, F., Zhang, W., Gao, S., Magliulo, V., Buysse, P., Liu, S., Chen, G., Yang, W., Yu, Z., Liang, J., Shi, L., Pu, S., Reichstein, M. (2019). Global variability of carbon use efficiency in terrestrial ecosystems. Biogeosciences Discussions. doi:10.5194/bg-2019-37.
238Tenhunen, J., Geyer, R., Adiku, S., Reichstein, M., Tappeiner, U., Bahn, M., Cernusca, A., Dinh, N. Q., Kolcun, O., Lohila, A., Otieno, D., Schmidt, M., Schmitt, M., Wang, Q., Wartinger, M., Wohlfahrt, G. (2009). Influences of changing land use and CO2 concentration on ecosystem and landscape level carbon and water balances in mountainous terrain of the Stubai Valley, Austria. Global and Planetary Change, 67(1-2 Special Issue SI), 29-43. doi:10.1016/j.gloplacha.2008.12.010.
239Teuling, A. J., Hirschi, M., Ohmura, A., Wild, M., Reichstein, M., Ciais, P., Buchmann, N., Ammann, C., Montagnani, L., Richardson, A. D., Wohlfahrt, G., Seneviratne, S. I. (2009). A regional perspective on trends in continental evaporation. Geophysical Research Letters, 36(2404), 20. doi:10.1029/2008GL036584.
240Teuling, A. J., Seneviratne, S. I., Stöckli, R., Reichstein, M., Moors, E., Ciais, P., Luyssaert, S., Van Den Hurk, B., Ammann, C., Bernhofer, C., Dellwik, E., Gianelle, D., Gielen, B., Grünwald, T., Klumpp, K., Montagnani, L., Moureaux, C., Sottocornola, M., Wohlfahrt, G. (2010). Contrasting response of European forest and grassland energy exchange to heatwaves. Nature Geoscience, 3(10), 722-727. doi:10.1038/ngeo950.
241Thiessen, S., Gleixner, G., Wutzler, T., Reichstein, M. (2013). Both priming and temperature sensitivity of soil organic matter decomposition depend on microbial biomass--An incubation study. Soil Biology and Biochemistry, 57, 739-748. doi:10.1016/j.soilbio.2012.10.029.
242Thonicke, K., Bahn, M., Lavorel, S., Bardgett, R. D., Erb, K., Giamberini, M., Reichstein, M., Vollan, B., Rammig, A. (2020). Advancing the understanding of adaptive capacity of social-ecological systems to absorb climate extremes. Earth's Future, 8(2): e2019EF001221, pp. 1-13. doi:10.1029/2019EF001221.
243Tramontana, G., Jung, M., Schwalm, C. R., Ichii, K., Camps-Valls, G., Ráduly, B., Reichstein, M., Arain, M. A., Cescatti, A., Kiely, G., Merbold, L., Serrano-Ortiz, P., Sickert, S., Wolf, S., Papale, D. (2016). Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms. Biogeosciences, 13(14), 4291-4313. doi:10.5194/bg-13-4291-2016.
244Tramontana, G., Migliavacca, M., Jung, M., Reichstein, M., Keenan, T. F., Camps-Valls, G., Ogee, J., Verrelst, J., Papale, D. (2020). Partitioning net carbon dioxide fluxes into photosynthesis and respiration using neural networks. Global Change Biology, 26(9), 5235-5253. doi:10.1111/gcb.15203.
245Trifunov, V. T., Shadaydeh, M., Runge, J., Eyring, V., Reichstein, M., Denzler, J. (2019). Nonlinear causal link estimation under hidden confounding with an application to time series anomaly detection. In G. A. Fink, S. Frintrop, X. Jiang (Eds.), Pattern Recognition, DAGM GCPR 2019 (pp. 261-273). Cham: Springer. doi:10.1007/978-3-030-33676-9_18.
246Trudinger, C. M., Raupach, M. R., Rayner, P. J., Kattge, J., Liu, Q., Pak, B., Reichstein, M., Renzullo, L., Richardson, A. D., Roxburgh, S. H., Styles, J., Wang, Y. P., Briggs, P., Barrett, D., Nikolova, S. (2007). OptIC project: An intercomparison of optimization techniques for parameter estimation in terrestrial biogeochemical models. Journal of Geophysical Research: Biogeosciences, 112(G2): G02027. doi:10.1029/2006jg000367.
247Urbazaev, M., Cremer, F., Migliavacca, M., Reichstein, M., Schmullius, C., Thiel, C. (2018). Potential of multi-temporal ALOS-2 PALSAR-2 ScanSAR data for vegetation height estimation in tropical forests of Mexico. Remote Sensing, 10(8): 1277. doi:10.3390/rs10081277.
248Urbazaev, M., Thiel, C., Cremer, F., Dubayah, R., Migliavacca, M., Reichstein, M., Schmullius, C. (2018). Estimation of forest aboveground biomass and uncertainties by integration of field measurements, airborne LiDAR, and SAR and optical satellite data in Mexico. Carbon Balance and Management, 13(1): 5. doi:10.1186/s13021-018-0093-5.
249Urbazaev, M., Thiel, C., Migliavacca, M., Reichstein, M., Rodriguez-Veiga, P., Schmullius, C. (2016). Improved multi-sensor satellite-based aboveground biomass estimation by selecting temporally stable forest inventory plots using NDVI time series. Forests, 7(8): 169. doi:10.3390/f7080169.
250Van Der Molen, M. K., Dolman, A. J., Ciais, P., Eglin, T., Gobron, N., Law, B. E., Meir, P., Peters, W., Phillips, O. L., Reichstein, M., Chen, T., Dekker, S. C., Doubkova, M., Friedl, M. A., Jung, M., Van Den Hurk, B., De Jeu, R. A. M., Kruijt, B., Ohta, T., Rebel, K. T., Plummer, S., Seneviratne, S. I., Sitch, S., Teuling, A. J., Van Der Werf, G. R., Wang, G. (2011). Drought and ecosystem carbon cycling. Agricultural and Forest Meteorology, 151(7), 765-773. doi:10.1016/j.agrformet.2011.01.018.
251van Oijen, M., Beer, C., Cramer, W., Rammig, A., Reichstein, M., Rolinski, S., Soussana, J.-F. (2013). A novel probabilistic risk analysis to determine the vulnerability of ecosystems to extreme climatic events. Environmental Research Letters, 8(1): 015032. doi:10.1088/1748-9326/8/1/015032.
252Vargas, R., Carbone, M. S., Reichstein, M., Baldocchi, D. D. (2011). Frontiers and challenges in soil respiration research: from measurements to model-data integration. Biogeochemistry, 102(1-3), 1-13. doi:10.1007/s10533-010-9462-1.
253Vetter, M., Churkina, G., Jung, M., Reichstein, M., Zaehle, S., Bondeau, A., Chen, Y., Ciais, P., Feser, F., Freibauer, A., Geyer, R., Jones, C., Papale, D., Tenhunen, J., Tomelleri, E., Trusilova, K., Viovy, N., Heimann, M. (2008). Analyzing the causes and spatial pattern of the European 2003 carbon flux anomaly using seven models. Biogeosciences, 5(2), 561-583. doi:10.5194/bg-5-561-2008.
254Vicca, S., Luyssaert, S., Penuelas, J., Campioli, M., Chapin, F. S. I., Ciais, P., Heinemeyer, A., Högberg, P., Kutsch, W. L., Law, B. E., Malhi, Y., Papale, D., Piao, S., Reichstein, M., Schulze, E. D., Janssens, I. A. (2012). Fertile forests produce biomass more efficiently. Ecology Letters, 15(6), 520-526. doi:10.1111/j.1461-0248.2012.01775.x.
255von Buttlar, J., Zscheischler, J., Rammig, A., Sippel, S., Reichstein, M., Knohl, A., Jung, M., Menzer, O., Arain, M. A., Buchmann, N., Cescatti, A., Gianelle, D., Kieley, G., Law, B. E., Magliulo, V., Margolis, H., McCaughey, H., Merbold, L., Migliavacca, M., Montagnani, L., Oechel, W., Pavelka, M., Peichl, M., Rambal, S., Raschi, A., Scott, R. L., Vaccari, F. P., van Gorsel, E., Varlagin, A., Wohlfahrt, G., Mahecha, M. D. (2018). Impacts of droughts and extreme-temperature events on gross primary production and ecosystem respiration: a systematic assessment across ecosystems and climate zones. Biogeosciences, 15(5), 1293-1318. doi:10.5194/bg-15-1293-2018.
256Wang, Q., Tenhunen, J., Dinh, N. Q., Reichstein, M., Otieno, D., Granier, A., Pilegaard, K. (2005). Evaluation of seasonal variation of MODIS derived leaf area index at two European deciduous broadleaf forest sites. Remote Sensing of Environment, 96(3-4), 475-484. doi:10.1016/j.rse.2005.04.003.
257Wang, Q., Tenhunen, J., Dinh, N. Q., Reichstein, M., Vesala, T., Keronen, P. (2004). Similarities in ground- and satellite-based NDVI time series and their relationship to physiological activity of a Scots pine forest in Finland. Remote Sensing of Environment, 93(1-2), 225-237. doi:10.1016/j.rse.2004.07.006.
258Wang, Q., Tenhunen, J., Granier, A., Reichstein, M., Bouriaud, O., Nguyen, D., Breda, N. (2004). Long-term variations in leaf area index and light extinction in a Fagus sylvatica stand as estimated from global radiation profiles. Theoretical and Applied Climatology, 79(3-4), 225-238. doi:10.1007/s00704-004-0074-3.
259Wang, Q., Tenhunen, J., Schmidt, M., Kolcun, O., Droesler, M., Reichstein, M. (2006). Estimation of total, direct and diffuse PAR under clear skies in complex alpine terrain of the National Park Berchtesgaden, Germany. Ecological Modelling, 196(1-2), 149-162.
260Wang, T., Brender, P., Ciais, P., Piao, S., Mahecha, M. D., Chevallier, F., Reichstein, M., Ottle, C., Maignan, F., Arain, A., Bohrerf, G., Cescatti, A., Kiely, G., Law, B., Lutz, M., Montagnani, L., Moors, E., Osborne, B., Panferov, O., Papale, D., Vaccari, F. (2012). State-dependent errors in a land surface model across biomes inferred from eddy covariance observations on multiple timescales. Ecological Modelling, 246, 11-25. doi:10.1016/j.ecolmodel.2012.07.017.
261Wang, X., Piao, S., Ciais, P., Janssens, I. A., Reichstein, M., Peng, S., Wang, T. (2010). Are ecological gradients in seasonal Q10 of soil respiration explained by climate or by vegetation seasonality? Soil Biology and Biochemistry, 42(10), 1728-1734. doi:10.1016/j.soilbio.2010.06.008.
262Weber, U., Jung, M., Reichstein, M., Beer, C., Braakhekke, M. C., Lehsten, V., Ghent, D., Kaduk, J., Viovy, N., Ciais, P., Gobron, N., Rödenbeck, C. (2009). The interannual variability of Africa's ecosystem productivity: a multi-model analysis. Biogeosciences, 6(2), 285-295. doi:10.5194/bg-6-285-2009.
263Weihermüller, L., Lamers, M., Reichstein, M. (2011). Introduction to production, transport, and emission of trace gases from the vadose zone to the atmosphere. Vadose Zone Journal, 10(1), 151-155. doi:10.2136/vzj2010.0117.
264Weiner, T., Gross, A., Moreno, G., Migliavacca, M., Schrumpf, M., Reichstein, M., Hilman, B., Carrara, A., Angert, A. (2018). Following the turnover of soil bioavailable phosphate in mediterranean savanna by oxygen stable isotopes. Journal of Geophysical Research: Biogeosciences, 123(6), 1850-1862. doi:10.1029/2017JG004086.
265Williams, C. A., Reichstein, M., Buchmann, N., Baldocchi, D., Beer, C., Schwalm, C., Wohlfahrt, G., Hasler, N., Bernhofer, C., Foken, T., Papale, D., Schymanski, S., Schaefer, K. (2012). Climate and vegetation controls on the surface water balance: Synthesis of evapotranspiration measured across a global network of flux towers. Water Resources Research, 48, W06523. doi:10.1029/2011WR011586.
266Williams, M., Richardson, A. D., Reichstein, M., Stoy, P. C., Peylin, P., Verbeeck, H., Carvalhais, N., Jung, M., Hollinger, D. Y., Kattge, J., Leuning, R., Luo, Y., Tomelleri, E., Trudinger, C. M., Wang, Y. P. (2009). Improving land surface models with FLUXNET data. Biogeosciences, 6(7), 1341-1359. doi:10.5194/bg-6-1341-2009.
267Wu, X., Babst, F., Ciais, P., Frank, D., Reichstein, M., Wattenbach, M., Zang, C., Mahecha, M. D. (2014). Climate-mediated spatiotemporal variability in the terrestrial productivity across Europe. Biogeosciences, 11(11), 3057-3068. doi:10.5194/bg-11-3057-2014.
268Wutzler, T., Lucas-Moffat, A., Migliavacca, M., Knauer, J., Sickel, K., Šigut, L., Menzer, O., Reichstein, M. (2018). Basic and extensible post-processing of eddy covariance flux data with REddyProc. Biogeosciences, 15(16), 5015-5030. doi:10.5194/bg-15-5015-2018.
269Wutzler, T., Reichstein, M. (2007). Soils apart from equilibrium - consequences for soil carbon balance modelling. Biogeosciences, 4(1), 125-136. doi:10.5194/bg-4-125-2007.
270Wutzler, T., Reichstein, M. (2008). Colimitation of decomposition by substrate and decomposers - a comparison of model formulations. Biogeosciences, 5(3), 749-759. doi:10.5194/bg-5-749-2008.
271Wutzler, T., Reichstein, M. (2013). Priming and substrate quality interactions in soil organic matter models. Biogeosciences, 10, 2089-2103. doi:10.5194/bg-10-2089-2013.
272Wutzler, T., Zaehle, S., Schrumpf, M., Ahrens, B., Reichstein, M. (2017). Adaptation of microbial resource allocation affects modelled long term soil organic matter and nutrient cycling. Soil Biology and Biochemistry, 115, 322-336. doi:10.1016/j.soilbio.2017.08.031.
273Xiao, J. F., Chen, J. Q., Davis, K. J., Reichstein, M. (2012). Advances in upscaling of eddy covariance measurements of carbon and water fluxes. Journal of Geophysical Research - Biogeosciences, 117, G00j01. doi:10.1029/2011jg001889.
274Zhao, W. L., Gentine, P., Reichstein, M., Zhang, Y., Zhou, S., Wen, Y., Lin, C., Li, X., Qiu, G. Y. (2019). Physics-constrained machine learning of evapotranspiration. Geophysical Research Letters, 46(24), 14496-14507. doi:10.1029/2019GL085291.
275Zobitz, J. M., Burns, S. P., Ogee, J., Reichstein, M., Bowling, R. (2007). Partitioning net ecosystem exchange of CO2: A comparison of a Bayesian/isotope approach to environmental regression methods. Journal of Geophysical Research: Biogeosciences, 112(3): G3013. doi:10.1029/2006JG000282.
276Zobitz, J. M., Burns, S. P., Reichstein, M., Bowling, D. R. (2008). Partitioning net ecosystem carbon exchange and the carbon isotopic disequilibrium in a subalpine forest. Global Change Biology, 14(8), 1785-1800. doi:10.1111/j.1365-2486.2008.01609.x.
277Zscheischler, J., Mahecha, M. D., Avitabile, V., Calle, L., Carvalhais, N., Ciais, P., Gans, F., Gruber, N., Hartmann, J., Herold, M., Ichii, K., Jung, M., Landschützer, P., Laruelle, G. G., Lauerwald, R., Papale, D., Peylin, P., Poulter, B., Ray, D., Regnier, P., Rödenbeck, C., Roman-Cuesta, R. M., Schwalm, C., Tramontana, G., Tyukavina, A. T., Valentini, R., van der Werf, G., West, T. O., Wolf, J. E., Reichstein, M. (2017). Reviews and syntheses: An empirical spatiotemporal description of the global surface–atmosphere carbon fluxes: opportunities and data limitations. Biogeosciences, 14(15), 3685-3703. doi:10.5194/bg-14-3685-2017.
278Zscheischler, J., Mahecha, M. D., von Buttlar, J., Harmeling, S., Jung, M., Rammig, A., Randerson, T. J., Schölkopf, B., Seneviratne, I. S., Tomelleri, E., Zaehle, S., Reichstein, M. (2014). A few extreme events dominate global interannual variability in gross primary production. Environmental Research Letters, 9(3): 035001. doi:10.1088/1748-9326/9/3/035001.
279Zscheischler, J., Mahecha, M., Harmeling, S., Reichstein, M. (2013). Detection and attribution of large spatiotemporal extreme events in Earth observation data. Ecological Informatics, 15, 66-73. doi:10.1016/j.ecoinf.2013.03.004.
280Zscheischler, J., Michalak, A. M., Schwalm, C., Mahecha, M. D., Huntzinger, D. N., Reichstein, M., Berthier, G., Ciais, P., Cook, R. B., El-Masri, B., Huang, M., Ito, A., Jain, A., King, A., Lei, H., Lu, C., Mao, J., Peng, S., Poulter, B., Ricciuto, D., Shi, X., Tao, B., Tian, H., Viovy, N., Wang, W., Wei, Y., Yang, J., Zeng, N. (2014). Impact of large-scale climate extremes on biospheric carbon fluxes: An intercomparison based on MsTMIP data. Global Biogeochemical Cycles, 28(6), 585-600. doi:10.1002/2014GB004826.
281Zscheischler, J., Reichstein, M., Harmeling, S., Rammig, A., Tomelleri, E., Mahecha, M. D. (2014). Extreme events in gross primary production: a characterization across continents. Biogeosciences, 11(11), 2909-2924. doi:10.5194/bg-11-2909-2014.
282Zscheischler, J., Reichstein, M., von Buttlar, J., Mu, M., Randerson, J. T., Mahecha, M. D. (2014). Carbon cycle extremes during the 21st century in CMIP5 models: Future evolution and attribution to climatic drivers. Geophysical Research Letters, 41(24), 8853-8861. doi:10.1002/2014GL062409.
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