Poyatos, Rafael ORCID: 0000-0003-0521-2523, Granda, Victor, Flo, Victor, Adams, Mark A., Adorjan, Balazs ORCID: 0000-0002-5482-2515, Aguade, David, Aidar, Marcos P. M., Allen, Scott ORCID: 0000-0002-4465-2348, Susana Alvarado-Barrientos, M., Anderson-Teixeira, Kristina J., Aparecido, Luiza Maria, Arain, M. Altaf, Aranda, Ismael, Asbjornsen, Heidi, Baxter, Robert, Beamesderfer, Eric ORCID: 0000-0002-7513-7349, Berry, Z. Carter, Berveiller, Daniel, Blakely, Bethany, Boggs, Johnny, Bohrer, Gil ORCID: 0000-0002-9209-9540, Bolstad, Paul, V, Bonal, Damien, Bracho, Rosvel, Brito, Patricia, Brodeur, Jason, Casanoves, Fernando ORCID: 0000-0001-8765-9382, Chave, Jerome, Chen, Hui, Cisneros, Cesar, Clark, Kenneth, Cremonese, Edoardo, Dang, Hongzhong, David, Jorge S., David, Teresa S., Delpierre, Nicolas, Desai, Ankur R., Do, Frederic C., Dohnal, Michal ORCID: 0000-0003-1769-4750, Domec, Jean-Christophe, Dzikiti, Sebinasi, Edgar, Colin, Eichstaedt, Rebekka, El-Madany, Tarek S., Elbers, Jan, Eller, Cleiton B., Euskirchen, Eugenie S., Ewers, Brent, Fonti, Patrick ORCID: 0000-0002-7070-3292, Forner, Alicia, Forrester, David, I, Freitas, Helber C., Galvagno, Marta, Garcia-Tejera, Omar ORCID: 0000-0001-7726-8118, Ghimire, Chandra Prasad, Gimeno, Teresa E., Grace, John, Granier, Andre, Griebel, Anne ORCID: 0000-0002-4476-8279, Guangyu, Yan, Gush, Mark B., Hanson, Paul J. ORCID: 0000-0001-7293-3561, Hasselquist, Niles J., Heinrich, Ingo, Hernandez-Santana, Virginia, Herrmann, Valentine ORCID: 0000-0002-4519-481X, Holtta, Teemu, Holwerda, Friso, Irvine, James, Ayutthaya, Supat Isarangkool Na, Jarvis, Paul G., Jochheim, Hubert ORCID: 0000-0001-8047-4553, Joly, Carlos A., Kaplick, Julia, Kim, Hyun Seok, Klemedtsson, Leif, Kropp, Heather, Lagergren, Fredrik, Lane, Patrick, Lang, Petra, Lapenas, Andrei, Lechuga, Victor, Lee, Minsu, Leuschner, Christoph, Limousin, Jean-Marc, Linares, Juan Carlos ORCID: 0000-0001-8375-6353, Linderson, Maj-Lena, Lindroth, Anders, Llorens, Pilar ORCID: 0000-0003-4591-5303, Lopez-Bernal, Alvaro, Loranty, Michael M., Luttschwager, Dietmar, Macinnis-Ng, Cate, Marechaux, Isabelle, Martin, Timothy A., Matheny, Ashley ORCID: 0000-0002-9532-7131, McDowell, Nate, McMahon, Sean, Meir, Patrick, Meszaros, Ilona, Migliavacca, Mirco ORCID: 0000-0003-3546-8407, Mitchell, Patrick, Molder, Meelis, Montagnani, Leonardo ORCID: 0000-0003-2957-9071, Moore, Georgianne W., Nakada, Ryogo, Niu, Furong ORCID: 0000-0003-3445-4011, Nolan, Rachael H., Norby, Richard, Novick, Kimberly, Oberhuber, Walter, Obojes, Nikolaus, Oishi, A. Christopher, Oliveira, Rafael S., Oren, Ram, Ourcival, Jean-Marc, Paljakka, Teemu ORCID: 0000-0002-3674-4904, Perez-Priego, Oscar, Peri, Pablo L., Peters, Richard L., Pfautsch, Sebastian, Pockman, William T., Preisler, Yakir, Rascher, Katherine, Robinson, George, Rocha, Humberto, Rocheteau, Alain, Roll, Alexander, Rosado, Bruno H. P., Rowland, Lucy, Rubtsov, Alexey, V, Sabate, Santiago, Salmon, Yann ORCID: 0000-0003-4433-4021, Salomon, Roberto L., Sanchez-Costa, Elisenda, Schafer, Karina V. R., Schuldt, Bernhard, Shashkin, Alexandr, Stahl, Clement, Stojanovic, Marko, Suarez, Juan Carlos, Sun, Ge, Szatniewska, Justyna, Tatarinov, Fyodor, Tesar, Miroslav ORCID: 0000-0002-5647-8498, Thomas, Frank M., Tor-ngern, Pantana, Urban, Josef ORCID: 0000-0003-1730-947X, Valladares, Fernando, van der Tol, Christiaan, van Meerveld, Ilja, Varlagin, Andrej ORCID: 0000-0002-2549-5236, Voigt, Holm, Warren, Jeffrey, Werner, Christiane, Werner, Willy, Wieser, Gerhard, Wingate, Lisa, Wullschleger, Stan, Yi, Koong ORCID: 0000-0002-8630-3031, Zweifel, Roman ORCID: 0000-0001-9438-0582, Steppe, Kathy, Mencuccini, Maurizio and Martinez-Vilalta, Jordi (2021). Global transpiration data from sap flow measurements: the SAPFLUXNET database. Earth Syst. Sci. Data, 13 (6). S. 2607 - 2650. GOTTINGEN: COPERNICUS GESELLSCHAFT MBH. ISSN 1866-3516

Full text not available from this repository.

Abstract

Plant transpiration links physiological responses of vegetation to water supply and demand with hydrological, energy, and carbon budgets at the land-atmosphere interface. However, despite being the main land evaporative flux at the global scale, transpiration and its response to environmental drivers are currently not well constrained by observations. Here we introduce the first global compilation of whole-plant transpiration data from sap flow measurements (SAPFLUXNET, https://sapfluxnet.creaf.cat/, last access: 8 June 2021). We harmonized and quality-controlled individual datasets supplied by contributors worldwide in a semi-automatic data workflow implemented in the R programming language. Datasets include sub-daily time series of sap flow and hydrometeorological drivers for one or more growing seasons, as well as metadata on the stand characteristics, plant attributes, and technical details of the measurements. SAPFLUXNET contains 202 globally distributed datasets with sap flow time series for 2714 plants, mostly trees, of 174 species. SAPFLUXNET has a broad bioclimatic coverage, with woodland/shrubland and temperate forest biomes especially well represented (80 % of the datasets). The measurements cover a wide variety of stand structural characteristics and plant sizes. The datasets encompass the period between 1995 and 2018, with 50 % of the datasets being at least 3 years long. Accompanying radiation and vapour pressure deficit data are available for most of the datasets, while on-site soil water content is available for 56 % of the datasets. Many datasets contain data for species that make up 90 % or more of the total stand basal area, allowing the estimation of stand transpiration in diverse ecological settings. SAPFLUXNET adds to existing plant trait datasets, ecosystem flux networks, and remote sensing products to help increase our understanding of plant water use, plant responses to drought, and ecohydrological processes. SAPFLUXNET version 0.1.5 is freely available from the Zenodo repository (https://doi.org/10.5281/zenodo.3971689; Poyatos et al., 2020a). The sapfluxnetr R package - designed to access, visualize, and process SAPFLUXNET data - is available from CRAN.

Item Type: Journal Article
Creators:
CreatorsEmailORCIDORCID Put Code
Poyatos, RafaelUNSPECIFIEDorcid.org/0000-0003-0521-2523UNSPECIFIED
Granda, VictorUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Flo, VictorUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Adams, Mark A.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Adorjan, BalazsUNSPECIFIEDorcid.org/0000-0002-5482-2515UNSPECIFIED
Aguade, DavidUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Aidar, Marcos P. M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Allen, ScottUNSPECIFIEDorcid.org/0000-0002-4465-2348UNSPECIFIED
Susana Alvarado-Barrientos, M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Anderson-Teixeira, Kristina J.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Aparecido, Luiza MariaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Arain, M. AltafUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Aranda, IsmaelUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Asbjornsen, HeidiUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Baxter, RobertUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Beamesderfer, EricUNSPECIFIEDorcid.org/0000-0002-7513-7349UNSPECIFIED
Berry, Z. CarterUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Berveiller, DanielUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Blakely, BethanyUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Boggs, JohnnyUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Bohrer, GilUNSPECIFIEDorcid.org/0000-0002-9209-9540UNSPECIFIED
Bolstad, Paul, VUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Bonal, DamienUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Bracho, RosvelUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Brito, PatriciaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Brodeur, JasonUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Casanoves, FernandoUNSPECIFIEDorcid.org/0000-0001-8765-9382UNSPECIFIED
Chave, JeromeUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Chen, HuiUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Cisneros, CesarUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Clark, KennethUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Cremonese, EdoardoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Dang, HongzhongUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
David, Jorge S.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
David, Teresa S.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Delpierre, NicolasUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Desai, Ankur R.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Do, Frederic C.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Dohnal, MichalUNSPECIFIEDorcid.org/0000-0003-1769-4750UNSPECIFIED
Domec, Jean-ChristopheUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Dzikiti, SebinasiUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Edgar, ColinUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Eichstaedt, RebekkaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
El-Madany, Tarek S.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Elbers, JanUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Eller, Cleiton B.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Euskirchen, Eugenie S.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Ewers, BrentUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Fonti, PatrickUNSPECIFIEDorcid.org/0000-0002-7070-3292UNSPECIFIED
Forner, AliciaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Forrester, David, IUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Freitas, Helber C.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Galvagno, MartaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Garcia-Tejera, OmarUNSPECIFIEDorcid.org/0000-0001-7726-8118UNSPECIFIED
Ghimire, Chandra PrasadUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Gimeno, Teresa E.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Grace, JohnUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Granier, AndreUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Griebel, AnneUNSPECIFIEDorcid.org/0000-0002-4476-8279UNSPECIFIED
Guangyu, YanUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Gush, Mark B.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Hanson, Paul J.UNSPECIFIEDorcid.org/0000-0001-7293-3561UNSPECIFIED
Hasselquist, Niles J.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Heinrich, IngoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Hernandez-Santana, VirginiaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Herrmann, ValentineUNSPECIFIEDorcid.org/0000-0002-4519-481XUNSPECIFIED
Holtta, TeemuUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Holwerda, FrisoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Irvine, JamesUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Ayutthaya, Supat Isarangkool NaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Jarvis, Paul G.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Jochheim, HubertUNSPECIFIEDorcid.org/0000-0001-8047-4553UNSPECIFIED
Joly, Carlos A.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Kaplick, JuliaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Kim, Hyun SeokUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Klemedtsson, LeifUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Kropp, HeatherUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Lagergren, FredrikUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Lane, PatrickUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Lang, PetraUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Lapenas, AndreiUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Lechuga, VictorUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Lee, MinsuUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Leuschner, ChristophUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Limousin, Jean-MarcUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Linares, Juan CarlosUNSPECIFIEDorcid.org/0000-0001-8375-6353UNSPECIFIED
Linderson, Maj-LenaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Lindroth, AndersUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Llorens, PilarUNSPECIFIEDorcid.org/0000-0003-4591-5303UNSPECIFIED
Lopez-Bernal, AlvaroUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Loranty, Michael M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Luttschwager, DietmarUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Macinnis-Ng, CateUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Marechaux, IsabelleUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Martin, Timothy A.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Matheny, AshleyUNSPECIFIEDorcid.org/0000-0002-9532-7131UNSPECIFIED
McDowell, NateUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
McMahon, SeanUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Meir, PatrickUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Meszaros, IlonaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Migliavacca, MircoUNSPECIFIEDorcid.org/0000-0003-3546-8407UNSPECIFIED
Mitchell, PatrickUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Molder, MeelisUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Montagnani, LeonardoUNSPECIFIEDorcid.org/0000-0003-2957-9071UNSPECIFIED
Moore, Georgianne W.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Nakada, RyogoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Niu, FurongUNSPECIFIEDorcid.org/0000-0003-3445-4011UNSPECIFIED
Nolan, Rachael H.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Norby, RichardUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Novick, KimberlyUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Oberhuber, WalterUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Obojes, NikolausUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Oishi, A. ChristopherUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Oliveira, Rafael S.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Oren, RamUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Ourcival, Jean-MarcUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Paljakka, TeemuUNSPECIFIEDorcid.org/0000-0002-3674-4904UNSPECIFIED
Perez-Priego, OscarUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Peri, Pablo L.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Peters, Richard L.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Pfautsch, SebastianUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Pockman, William T.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Preisler, YakirUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Rascher, KatherineUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Robinson, GeorgeUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Rocha, HumbertoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Rocheteau, AlainUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Roll, AlexanderUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Rosado, Bruno H. P.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Rowland, LucyUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Rubtsov, Alexey, VUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Sabate, SantiagoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Salmon, YannUNSPECIFIEDorcid.org/0000-0003-4433-4021UNSPECIFIED
Salomon, Roberto L.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Sanchez-Costa, ElisendaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Schafer, Karina V. R.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Schuldt, BernhardUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Shashkin, AlexandrUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Stahl, ClementUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Stojanovic, MarkoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Suarez, Juan CarlosUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Sun, GeUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Szatniewska, JustynaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Tatarinov, FyodorUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Tesar, MiroslavUNSPECIFIEDorcid.org/0000-0002-5647-8498UNSPECIFIED
Thomas, Frank M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Tor-ngern, PantanaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Urban, JosefUNSPECIFIEDorcid.org/0000-0003-1730-947XUNSPECIFIED
Valladares, FernandoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
van der Tol, ChristiaanUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
van Meerveld, IljaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Varlagin, AndrejUNSPECIFIEDorcid.org/0000-0002-2549-5236UNSPECIFIED
Voigt, HolmUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Warren, JeffreyUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Werner, ChristianeUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Werner, WillyUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Wieser, GerhardUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Wingate, LisaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Wullschleger, StanUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Yi, KoongUNSPECIFIEDorcid.org/0000-0002-8630-3031UNSPECIFIED
Zweifel, RomanUNSPECIFIEDorcid.org/0000-0001-9438-0582UNSPECIFIED
Steppe, KathyUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Mencuccini, MaurizioUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Martinez-Vilalta, JordiUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
URN: urn:nbn:de:hbz:38-608500
DOI: 10.5194/essd-13-2607-2021
Journal or Publication Title: Earth Syst. Sci. Data
Volume: 13
Number: 6
Page Range: S. 2607 - 2650
Date: 2021
Publisher: COPERNICUS GESELLSCHAFT MBH
Place of Publication: GOTTINGEN
ISSN: 1866-3516
Language: English
Faculty: Unspecified
Divisions: Unspecified
Subjects: no entry
Uncontrolled Keywords:
KeywordsLanguage
HEAT-PULSE METHOD; VAPOR-PRESSURE DEFICIT; WATER-USE STRATEGIES; EDDY COVARIANCE; FLUX-DENSITY; STOMATAL CONDUCTANCE; THERMAL DISSIPATION; PLANT TRANSPIRATION; SAPFLOW MEASUREMENTS; RADIAL PATTERNSMultiple languages
Geosciences, Multidisciplinary; Meteorology & Atmospheric SciencesMultiple languages
URI: http://kups.ub.uni-koeln.de/id/eprint/60850

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