Model Driven Monitoring

Group Members

Group members Laura Dienstbach , Felix Pohl, Corinna Rebmann (group lead, until fall 2023), Patrick Schmidt (technician) and Robert Wiesen (technician)
New and not shown above: Anke Hildebrandt (group lead since 2024),
Flavio Bastos Campos
(scientist since spring 2024), Sophie Dejosez (student assistant since spring 2024) and David Hautmann (student assistant since winter 2024),
Isabella Feldmann
Sara Marañón Jiménez
Research Topics and Field Sites
The research group Model Driven Monitoring measures and analyses 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.
The three measuring stations are the forest site called “Hohes Holz’”, the pasture site “Am Grossen Bruch” and “Hordorf”, an agricultural site. These three study sites are located close to each other in central Germany within the Bode catchment in the foreland of the Harz mountains in Saxony-Anhalt. Since the sites are located in the same climate region, a comparison of the interactions between climate, carbon, water and energy fluxes and land use types is possible.
Current Activities
Contribution to monotoring networks
TERENO - TERrestrial ENvironmental Observatories
more
ICOS - Integrated Carbon Observation System
MOSES - Modular Observation Solutions for Earth Systems more
Reserch projects
MOMENT - PhD College
CLIMBFOREST - CLImate Mitigation and Bioeconomy pathways for sustainable FORESTry an EU HORIZON project
MW3 - Standardized monitoring of growth responses of important forest tree species to climatic extreme events funded by the German Ministry of Food and Agriculture
Publications
2024 (1)
- Delpierre, N., Garnier, S., Treuil-Dussouet, H., Hufkens, K., Lin, J., Beier, C., Bell, M., Berveiller, D., Cuntz, M., Curioni, G., Dahlin, K., Denham, S.O., Desai, A.R., Domec, J.-C., Hart, K.M., Ibrom, A., Joetzjer, E., King, J., Klosterhalfen, A., Koebsch, F., Mc Hale, P., Morfin, A., Munger, J.W., Noormets, A., Pilegaard, K., Pohl, F., Rebmann, C., Richardson, A.D., Rothstein, D., Schwartz, M.D., Wilkinson, M., Soudani, K. (2024):
Phenology across scales: an intercontinental analysis of leaf-out dates in temperate deciduous tree communities
Glob. Ecol. Biogeogr. 33 (12), e13910 10.1111/geb.13910
2023 (4)
- Pohl, F. (2023):
Observational evidence of legacy effects of the 2018 drought on a mixed deciduous forest in Germany: supporting code and data
Version: 2 Zenodo 10.5281/zenodo.7638744 - Pohl, F., Rakovec, O., Rebmann, C., Hildebrandt, A., Boeing, F., Hermanns, F., Attinger, S., Samaniego, L., Kumar, R. (2023):
Long-term daily hydrometeorological drought indices, soil moisture, and evapotranspiration for ICOS sites
Sci. Data 10 , art. 281 10.1038/s41597-023-02192-1 - Pohl, F., Werban, U., Kumar, R., Hildebrandt, A., Rebmann, C. (2023):
Observational evidence of legacy effects of the 2018 drought on a mixed deciduous forest in Germany
Sci. Rep. 13 , art. 10863 10.1038/s41598-023-38087-9 - Rebmann, C., Pohl, F. (2023):
Carbon, water and energy fluxes at the TERENO/ICOS ecosystem station Hohes Holz in Central Germany since 2015
PANGAEA 10.1594/PANGAEA.940760
2022 (3)
- Pohl, F. (2022):
Long-term daily hydrometeorological drought indices, soil moisture, and evapotranspiration for ICOS sites: software code (v1.0.1)
Zenodo 10.5281/zenodo.7473637 - Pohl, F., Rakovec, O., Rebmann, C., Hildebrandt, A., Boeing, F., Hermanns, F., Samaniego, L., Attinger, S., Kumar, R. (2022):
Long-term daily hydrometeorological drought indices, soil moisture, and evapotranspiration for ICOS sites
Zenodo 10.5281/zenodo.7561854 - Rebmann, C., Pohl, F. (2022):
Hohes Holz (DE-HoH) daily averages of spatially distributed soil moisture measurements (Version 1.0) [Data set]
Data Investigation Portal UFZ 10.48758/ufz.12770
2021 (2)
- Hermanns, F., Pohl, F., Rebmann, C., Schulz, G., Werban, U., Lausch, A. (2021):
Inferring grassland drought stress with unsupervised learning from airborne hyperspectral VNIR imagery
Remote Sens. 13 (10), art. 1885 10.3390/rs13101885 - Holtmann, A., Huth, A., Pohl, F., Rebmann, C., Fischer, R. (2021):
Carbon sequestration in mixed deciduous forests: the influence of tree size and species composition derived from model experiments
Forests 12 (6), art. 726 10.3390/f12060726
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 10.1098/rstb.2019.0524
2019 (1)
- Klosterhalfen, A., Graf, A., Brüggemann, N., Drüe, C., Esser, O., González-Dugo, M.P., Heinemann, G., Jacobs, C.M.J., Mauder, M., Moene, A.F., Ney, P., Pütz, T., Rebmann, C., Ramos Rodríguez, M., Scanlon, T.M., Schmidt, M., Steinbrecher, R., Thomas, C.K., Valler, V., Zeeman, M.J., Vereecken, H. (2019):
Source partitioning of H2O and CO2 fluxes based on high-frequency eddy covariance data: a comparison between study sites
Biogeosciences 16 (6), 1111 - 1132 10.5194/bg-16-1111-2019
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 10.1515/intag-2017-0049 - 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 10.1016/j.scitotenv.2018.01.012 - 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 10.1515/intag-2017-0039 - 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 10.1515/intag-2017-0050 - 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 10.1093/treephys/tpx103 - 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 10.1016/j.agrformet.2017.09.025 - 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 10.1515/intag-2017-0044 - 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 10.1515/intag-2017-0043
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 10.1007/978-94-007-2351-1_3
Former Research Topics and Projects
Please find below former research topics as well as corresponding projects.