Model Driven Monitoring

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Group Members

Working group members as of November 2021. Source: Rebmann/UFZ

Group members shown above (from left to right): Julia Meis, Robert Wiesen, Simon Paasch, Laura Dienstbach, Patrick Schmidt, Felix Pohl , Leonie Röhler (has left group end of 2021), Corinna Rebmann

Arndt Piayda

Leonie Röhler

Sara Marañón Jiménez

Tino Rau

Tobias Sieg

Andreas Wiedemann


Research Area and Research Topics

The research group Model Driven Monitoring is measuring and analysing the exchanges of energy, water and trace gases between the terrestrial biosphere and the atmosphere in close interaction with requirements of the modelling groups. We are running Eddy covariance towers in three ecosystems: a mixed beech forest, a moist pasture and over agriculture. The group is screening for variables and parameters derived from micrometeorological measurements that help constrain hydrological and ecological models to understand ecosystem functioning and how they will develop in the future under ongoing climate change.


Our Research Topics are:

  • carbon and water cycles of terrestrial ecosystems,
  • ecosystem observations and process understanding,
  • micrometeorological methods,
  • ecohydrology, and
  • climate change impacts on terrestrial ecosystems.


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Current Projects

Micrometeorological and ecohydrological investigations

TERENO - TERrestrial ENvironmental Observatories more

ICOS - Integrated Carbon Observation System

MOSES - Modular Observation Solutions for Earth Systems more

MOMENT MOdeling Monitoring EveNTs  more


Former Research Topics and Projects

Please find below former research topics as well as corresponding projects.


Publications

2022 (6)

2021 (9)

2020 (1)

  • Graf, A., Klosterhalfen, A., Arriga, N., Bernhofer, C., Bogena, H., Bornet, F., Brüggemann, N., Brümmer, C., Buchmann, N., Chi, J., Chipeaux, C., Cremonese, E., Cuntz, M., Dušek, J., El-Madany, T.S., Fares, S., Fischer, M., Foltýnová, L., Gharun, M., Ghiasi, S., Gielen, B., Gottschalk, P., Grünwald, T., Heinemann, G., Heinesch, B., Heliasz, M., Holst, J., Hörtnagl, L., Ibrom, A., Ingwersen, J., Jurasinski, G., Klatt, J., Knohl, A., Koebsch, F., Konopka, J., Korkiakoski, M., Kowalska, N., Kremer, P., Kruijt, B., Lafont, S., Léonard, J., de Ligne, A., Longdoz, B., Loustau, D., Magliulo, V., Mammarella, I., Manca, G., Mauder, M., Migliavacca, M., Mölder, M., Neirynck, J., Ney, P., Nilsson, M., Paul-Limoges, E., Peichl, M., Pitacco, A., Poyda, A., Rebmann, C., Roland, M., Sachs, T., Schmidt, M., Schrader, F., Siebicke, L., Šigut, L., Tuittila, E.-S., Varlagin, A., Vendrame, N., Vincke, C., Völksch, I., Weber, S., Wille, C., Wizemann, H.-D., Zeeman, M., Vereecken, H., (2020):
    Altered energy partitioning across terrestrial ecosystems in the European drought year 2018
    Philos. Trans. R. Soc. B-Biol. Sci. 375 (1810), art. 20190524
    full text (doi)

2019 (1)

2018 (8)

  • Carrara, A., Kolari, P., Op de Beeck, M., Arriga, N., Berveiller, D., Dengel, S., Ibrom, A., Merbold, L., Rebmann, C., Sabbatini, S., Serrano-Ortíz, P., Biraud, S.C., (2018):
    Radiation measurements at ICOS ecosystem stations
    Int. Agrophys. 32 (4), 589 - 605
    full text (doi)
  • Djukic, I., Kepfer-Rojas, S., Schmidt, I.K., Larsen, K.S., Beier, C., Berg, B., Verheyen, K., Schmidt, A., Rebmann, C., Auge, H., García Quirós, I., Stadler, J., Dienstbach, L., Frenzel, M., Schädler, M., TeaComposition Network, et al., (2018):
    Early stage litter decomposition across biomes
    Sci. Total Environ. 628–629 , 1369 - 1394
    full text (doi)
  • Franz, D., Acosta, M., Altimir, N., Arriga, N., Arrouays, D., Aubinet, M., Aurela, M., Ayres, E., López-Ballesteros, A., Barbaste, M., Berveiller, D., Biraud, S., Boukir, H., Brown, T., Brümmer, C., Buchmann, N., Burba, G., Carrara, A., Cescatti, A., Ceschia, E., Clement, R., Cremonese, E., Crill, E., Darenova, E., Dengel, S., D’Odorico, P., Filippa, G., Fleck, S., Fratini, G., Fuß, R., Gielen, B., Gogo, S., Grace, J., Graf, A., Grelle, A., Gross, P., Grünwald, T., Haapanala, S., Hehn, M., Heinesch, B., Heiskanen, J., Herbst, M., Herschlein, C., Hörtnagl, L., Hufkens, K., Ibrom, A., Jolivet, C., Joly, L., Jones, M., Kiese, R., Klemedtsson, L., Kljun, N., Klumpp, K., Kolari, P., Kolle, O., Kowalski, A., Kutsch, W., Laurila, T., de Ligne, A., Linder, S., Lindroth, A., Lohila, A., Longdoz, B., Mammarella, I., Manise, T., Maraňón Jiménez, S., Matteucci, G., Mauder, M., Meier, P., Merbold, L., Mereu, S., Metzger, S., Migliavacca, M., Mölder, M., Montagnani, L., Moureaux, C., Nelson, D., Nemitz, E., Nicolini, G., Nilsson, M.B., Op de Beeck, M., Osborne, B., Löfvenius, M.O., Pavelka, M., Peichl, M., Peltola, O., Pihlatie, M., Pitacco, A., Pokorný, R., Pumpanen, J., Ratié, C., Rebmann, C., Roland, M., Sabbatini, S., Saby, N.P.A., Saunders, M., Schmid, H.P., Schrumpf, M., Sedlák, P., Serrano Ortiz, P., Siebicke, L., Šigut, L., Silvennoinen, H., Simioni, G., Skiba, U., Sonnentag, O., Soudani, K., Soulé, P., Steinbrecher, R., Tallec, T., Thimonier, A., Tuittila, E.-S., Tuovinen, J.-P., Vestin, P., Vincent, G., Vincke, C., Vitale, D., Waldner, P., Weslien, P., Wingate, L., Wohlfahrt, G., Zahniser, M., Vesala, T., (2018):
    Towards long-term standardised carbon and greenhouse gas observations for monitoring Europe’s terrestrial ecosystems: a review
    Int. Agrophys. 32 (4), 439 - 455
    full text (doi)
  • Hufkens, K., Filippa, G., Cremonese, E., Migliavacca, M., D’Odorico, P., Peichl, M., Gielen, B., Hörtnagl, L., Soudani, K., Papale, D., Rebmann, C., Brown, T., Wingate, L., (2018):
    Assimilating phenology datasets automatically across ICOS ecosystem stations
    Int. Agrophys. 32 (4), 677 - 687
    full text (doi)
  • Marañón-Jiménez, S., Van den Bulcke, J., Piayda, A., Van Acker, J., Cuntz, M., Rebmann, C., Steppe, K., (2018):
    X-ray computed microtomography characterizes the wound effect that causes sap flow underestimation by thermal dissipation sensors
    Tree Physiol. 38 (2), 287 - 301
    full text (doi)
  • Nicolini, G., Aubinet, M., Feigenwinter, C., Heinesch, B., Lindroth, A., Mamadou, O., Moderow, U., Mölder, M., Montagnani, L., Rebmann, C., Papale, D., (2018):
    Impact of CO2 storage flux sampling uncertainty on net ecosystem exchange measured by eddy covariance
    Agric. For. Meteorol. 248 , 228 - 239
    full text (doi)
  • Rebmann, C., Aubinet, M., Schmid, H.P., Arriga, N., Aurela, M., Burba, G., Clement, R., de Ligne, A., Fratini, G., Gielen, B., Grace, J., Graf, A., Gross, P., Haapanala, S., Herbst, M., Hörtnagl, L., Ibrom, A., Joly, L., Kljun, N., Kolle, O., Kowalski, A., Lindroth, A., Loustau, D., Mammarella, I., Mauder, M., Merbold, L., Metzger, S., Mölder, M., Montagnani, L., Papale, D., Pavelka, M., Peichl, M., Roland, M., Serrano-Ortiz, P., Siebicke, L., Steinbrecher, R., Tuovinen, J.-P., Vesala, T., Wohlfahrt, G., Franz, D., (2018):
    ICOS eddy covariance flux-station site setup: a review
    Int. Agrophys. 32 (4), 471 - 494
    full text (doi)
  • Sabbatini, S., Mammarella, I., Arriga, N., Fratini, G., Graf, A., Hörtnagl, L., Ibrom, A., Longdoz, B., Mauder, M., Merbold, L., Metzger, S., Montagnani, L., Pitacco, A., Rebmann, C., Sedlák, P., Šigut, L., Vitale, D., Papale, D., (2018):
    Eddy covariance raw data processing for CO2 and energy fluxes calculation at ICOS ecosystem stations
    Int. Agrophys. 32 (4), 495 - 515
    full text (doi)

2017 (6)

2016 (2)

2015 (1)

2014 (2)

2013 (2)

2012 (1)

  • Rebmann, C., Kolle, O., Heinesch, B., Queck, R., Ibrom, A., Aubinet, M., (2012):
    Data acquisition and flux calculations
    In: Aubinet, M., Vesala, T., Papale, D., (eds.)
    Eddy covariance. A practical guide to measurement and data analysis
    Springer, p. 59 - 83
    full text (doi)

2011 (2)

  • Kindler, R., Siemens, J., Kaiser, K., Walmsley, D.C., Bernhofer, C., Buchmann, N., Cellier, P., Eugster, W., Gleixner, G., Grünwald, T., Heim, A., Ibrom, A., Jones, S.K., Jones, M., Klumpp, K., Kutsch, W., Steenberg Larsen, K., Lehuger, S., Loubet, B., McKenzie, R., Moors, E., Osborne, B., Pilegaard, K., Rebmann, C., Saunders, M., Schmidt, M.W.I., Schrumpf, M., Seyfferth, J., Skiba, U., Soussana, J.-F., Sutton, M.A., Tefs, C., Vowinckel, B., Zeeman, M.J., Kaupenjohann, M., (2011):
    Dissolved carbon leaching from soil is a crucial component of the net ecosystem carbon balance
    Glob. Change Biol. 17 (2), 1167 - 1185
    full text (doi)
  • Migliavacca, 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., Da Rocha, H.R., Rodeghiero, M., Roupsard, O., Sebastià, M.-T., Seufert, G., Soussana, J.-F., Van Der Molen, M.K., (2011):
    Semiempirical modeling of abiotic and biotic factors controlling ecosystem respiration across eddy covariance sites
    Glob. Change Biol. 17 (1), 390 - 409
    full text (doi)

2010 (7)

  • Aubinet, M., Feigenwinter, C., Heinesch, B., Bernhofer, C., Canepa, E., Lindroth, A., Montagnani, L., Rebmann, C., Sedlak, P., van Gorsel, E., (2010):
    Direct advection measurements do not help to solve the night-time CO2 closure problem: evidence from three different forests
    Agric. For. Meteorol. 150 (5), 655 - 664
    full text (doi)
  • Eugster, W., Moffat, A.M., Ceschia, E., Aubinet, M., Ammann, C., Osborne, B., Davis, P.A., Smith, P., Jacobs, C., Moors, E., Le Dantec, V., Béziat, P., Saunders, M., Jans, W., Grünwald, T., Rebmann, C., Kutsch, W.L., Czerný, R., Janouš, D., Moureaux, C., Dufranne, D., Carrara, A., Magliulo, V., Di Tommasi, P., Olesen, J.E., Schelde, K., Olioso, A., Bernhofer, C., Cellier, P., Larmanou, E., Wattenbach, M., Marloie, O., Sanz, M.J., Søgaard, H., Buchmann, N., (2010):
    Management effects on European cropland respiration
    Agric. Ecosyst. Environ. 139 (3), 346 - 362
    full text (doi)
  • Rebmann, C., Zeri, M., Lasslop, G., Mund, M., Kolle, O., Schulze, E.-D., Feigenwinter, C., (2010):
    Treatment and assessment of the CO2-exchange at a complex forest site in Thuringia, Germany
    Agric. For. Meteorol. 150 (5), 684 - 691
    full text (doi)
  • Richardson, 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
    Philos. Trans. R. Soc. B-Biol. Sci. 365 (1555), 3227 - 3246
    full text (doi)
  • Schulze, E.-D., Ciais, P., Luyssaert, S., Schrumpf, M., Janssens, I., Thiruchittampalam, B., Theloke, J., Saurat, M., Bringezu, S., Lelieveld, J., Lohila, A., Rebmann, C., Jung, M., Bastviken, D., Abril, G., Grassi, G., Leip, A., Freibauer, A., Kutsch, W., Don, A., Nieschulze, J., Börner, A., Gasch, J.H., Dolman, A.J., (2010):
    The European carbon balance. Part 4: integration of carbon and other trace-gas fluxes
    Glob. Change Biol. 16 (5), 1451 - 1469
    full text (doi)
  • Yi, C., Ricciuto, D., Li, R., Wolbeck, J., Xu, X., Nilsson, M., Aires, L., Albertson, J.D., Ammann, C., Arain, M.A., de Araujo, A.C., Aubinet, M., Aurela, M., Barcza, Z., Barr, A., Berbigier, P., Beringer, J., Bernhofer, C., Black, A.T., Bolstad, P.V., Bosveld, F.C., Broadmeadow, M.S.J., Buchmann, N., Burns, S.P., Cellier, P., Chen, J., Chen, J., Ciais, P., Clement, R., Cook, B.D., Curtis, P.S., Dail, D.B., Dellwik, E., Delpierre, N., Desai, A.R., Dore, S., Dragoni, D., Drake, B.G., Durfene, E., Dunn, A., Elbers, J., Eugster, W., Falk, M., Feigenwinter, C., Flanagan, L.B., Foken, T., Frank, J., Fuhrer, J., Gianelle, D., Goldstein, A., Goulden, M., Granier, A., Grünwald, T., Gu, L., Guo, H., Hammerle, A., Han, S., Hanan, N.P., Haszpra, L., Heinesch, B., Helfter, C., Hendriks, D., Hutley, L.B., Ibrom, A., Jacobs, C., Johansson, T., Jongen, M., Katul, G., Kiely, G., Klumpp, K., Knohl, A., Kolb, T., Kutsch, W.L., Lafleur, P., Laurila, T., Leuning, R., Lindroth, A., Liu, H., Loubet, B., Manca, G., Marek, M., Margolis, H.A., Martin, T.A., Massman, W.J., Matamala, R., Matteucci, G., McCoughey, H., Merbold, L., Meyers, T., Migliavacca, M., Miglietta, F., Misson, L., Mölder, M., Moncrieff, J., Monson, R.K., Montagnani, L., Montes-Helu, M., Moors, E., Moureaux, C., Mukelabai, M.M., Munger, J.W., Myklebust, M., Nagy, Z., Noormets, A., Oechel, W., Oren, R., Pallardy, S.G., Paw U, K.T., Pereira, J.S., Pilegaard, K., Pinter, K., Pio, C., Pita, G., Powell, T.L., Rambal, S., Randerson, J.T., von Randow, C., Rebmann, C., Rinne, J., Rossi, F., Roulet, N., Ryel, R.J., Sagerfors, J., Saigusa, N., Sanz, M.J., Mugnozza, G.-S., Schmid, H.P., Seufert, G., Siqueira, M., Soussana, J.-F., Starr, G., Sutton, M.A., Tenhunen, J., Tuba, Z., Tuovinen, J.-P., Valentini, R., Vogel, C.S., Wang, J., Wang, S., Wang, W., Welp, L.R., Wen, X., Wharton, S., Wilkinson, M., Williams, C.A., Wohlfahrt, G., Yamamoto, S., Yu, G., Zampedri, R., Zhao, B., Zhao, X., (2010):
    Climate control of terrestrial carbon exchange across biomes and continents
    Environ. Res. Lett. 5 (3), art. 034007
    full text (doi)
  • Zeri, M., Rebmann, C., Feigenwinter, C., Sedlak, P., (2010):
    Analysis of periods with strong and coherent CO2 advection over a forested hill
    Agric. For. Meteorol. 150 (5), 674 - 683
    full text (doi)