Stratification strength and light climate explain variation in chlorophyll a at the continental scale in a European multilake survey in a heatwave summer
DONIS, Daphne, Evanthia MANTZOUKI, Daniel F. MCGINNIS, Dominic VACHON, Irene GALLEGO et. al.
Stratification strength and light climate explain variation in chlorophyll a at the continental scale in a European multilake survey in a heatwave summer
Authors
DONIS, Daphne, Evanthia MANTZOUKI, Daniel F. MCGINNIS, Dominic VACHON, Irene GALLEGO, Hans-Peter GROSSART, Lisette N. de Senerpont DOMIS, Sven TEURLINCX, Laura SEELEN, M. LURLING, Y. VERSTIJNEN, V. MALIAKA, J. FONVIELLE, P.M. VISSER, J. VERSPAGEN, M. VAN HERK, M.G. ANTONIOU, N. TSIARTA, V. MCCARTHY, V.C. PERELLO, D. MACHADO-VIEIRA, A.G. DE OLIVEIRA, D.S. MARONIC, F. STEVIC, T.Z. PFEIFFER, I.B. VUCELIC, P. ZUTINIC, M.G. UDOVIC, Luděk BLÁHA, R. GERIS, M. FANKOVA, K.S. CHRISTOFFERSEN, T.P. WARMING, T. FELDMANN, A. LAAS, K. PANKSEP, L. TUVIKENE, K. KANGRO, J. KOREIVIENE, J. KAROSIENE, J. KASPEROVICIENE, K. SAVADOVA-RATKUS, I. VITONYTE, K. HAGGQVIST, P. SALMI, L. ARVOLA, K. ROTHHAUPT, C. AVAGIANOS, T. KALOUDIS, S. GKELIS, M. PANOU, T. TRIANTIS, S.K. ZERVOU, A. HISKIA, U. OBERTEGGER, A. BOSCAINI, G. FLAIM, N. SALMASO, L. CERASINO, S. HAANDE, B. SKJELBRED, M. GRABOWSKA, M. KARPOWICZ, D. CHMURA, L. NAWROCKA, J. KOBOS, H. MAZUR-MARZEC, P. ALCARAZ-PARRAGA, E. WILK-WOZNIAK, W. KRZTON, E. WALUSIAK, I. GAGALA-BOROWSKA, J. MANKIEWICZ-BOCZEK, M. TOPOROWSKA, B. PAWLIK-SKOWRONSKA, M. NIEDZWIECKI, A. NAPIORKOWSKA-KRZEBIETKE, J. DUNALSKA, J. SIENSKA, D. SZYMANSKI, M. KRUK, A. BUDZYNSKA, R. GOLDYN, A. KOZAK, J. ROSINSKA, P. DOMEK, N. JAKUBOWSKA-KREPSKA, K. KWASIZUR, B. MESSYASZ, M. KOKOCINSKI, B. MADRECKA-WITKOWSKA, I. KOSTRZEWSKA-SZLAKOWSKA, M. FRAK, A. BANKOWSKA-SOBCZAK, M. WASILEWICZ, A. OCHOCKA, A. PASZTALENIEC, I. JASSER, A.M. ANTAO-GERALDES, M. LEIRA, V. VASCONCELOS, J. MORAIS, M. VALE, P.M. RAPOSEIRO, V. GONCALVES, B. ALEKSOVSKI, S. KRSTIC, H. NEMOVA, I. DRASTICHOVA, L. CHOMOVA, S. REMEC-REKAR, T. ELERSEK, L.A. HANSSON, P. URRUTIA-CORDERO, A.G. BRAVO, M. BUCK, W. COLOM-MONTERO, K. MUSTONEN, D. PIERSON, Y. YANG, J. RICHARDSON, C. EDWARDS, H. CROMIE, J. DELGADO-MARTIN, D. GARCIA, J.L. CEREIJO, J. GOMA, M.C. TRAPOTE, T. VEGAS-VILARRUBIA, B. OBRADOR, A. GARCIA-MURCIA, M. REAL, E. ROMANS, J. NOGUERO-RIBES, D.P. DUQUE, E. FERNANDEZ-MORAN, B. UBEDA, J.A. GALVEZ, N. CATALAN, C. PEREZ-MARTINEZ, E. RAMOS-RODRIGUEZ, C. CILLERO-CASTRO, E. MORENO-OSTOS, J.M. BLANCO, V. RODRIGUEZ, J.J. MONTES-PEREZ, R.L. PALOMINO, E. RODRIGUEZ-PEREZ, A. HERNANDEZ, R. CARBALLEIRA, A. CAMACHO, A. PICAZO, C. ROCHERA, A.C. SANTAMANS, C. FERRIOL, S. ROMO, J.M. SORIA, A. OZEN, T. KARAN, N. DEMIR, M. BEKLIOGLU, N. FILIZ, E. LEVI, U. ISKIN, G. BEZIRCI, U.N. TAVSANOGLU, K. CELIK, K. OZHAN, N. KARAKAYA, M.A.T. KOCER, M. YILMAZ, F. MARASLIOGLU, E.N. SOYLU, O. FAKIOGLU, M.A. YAGCI, S. CINAR, K. CAPKIN, A. YAGCI, M. CESUR, F. BILGIN, C. BULUT, R. UYSAL, K. LATIFE, R. AKCAALAN, M. ALBAY, M.T. ALP, K. OZKAN, T.O. SEVINDIK, H. TUNCA, B. ONEM, H. PAERL, C.C. CAREY and B.W. IBELINGS
Edition
Limnology and Oceanography, Waco, TX, USA, AMER SOC LIMNOLOGY OCEANOGRAPHY, 2021, 0024-3590
To determine the drivers of phytoplankton biomass, we collected standardized morphometric, physical, and biological data in 230 lakes across the Mediterranean, Continental, and Boreal climatic zones of the European continent. Multilinear regression models tested on this snapshot of mostly eutrophic lakes (median total phosphorus [TP] = 0.06 and total nitrogen [TN] = 0.7 mg L-1), and its subsets (2 depth types and 3 climatic zones), show that light climate and stratification strength were the most significant explanatory variables for chlorophyll a (Chl a) variance. TN was a significant predictor for phytoplankton biomass for shallow and continental lakes, while TP never appeared as an explanatory variable, suggesting that under high TP, light, which partially controls stratification strength, becomes limiting for phytoplankton development. Mediterranean lakes were the warmest yet most weakly stratified and had significantly less Chl a than Boreal lakes, where the temperature anomaly from the long-term average, during a summer heatwave was the highest (+4 degrees C) and showed a significant, exponential relationship with stratification strength. This European survey represents a summer snapshot of phytoplankton biomass and its drivers, and lends support that light and stratification metrics, which are both affected by climate change, are better predictors for phytoplankton biomass in nutrient-rich lakes than nutrient concentrations and surface temperature.
DONIS, Daphne, Evanthia MANTZOUKI, Daniel F. MCGINNIS, Dominic VACHON, Irene GALLEGO, Hans-Peter GROSSART, Lisette N. de Senerpont DOMIS, Sven TEURLINCX, Laura SEELEN, M. LURLING, Y. VERSTIJNEN, V. MALIAKA, J. FONVIELLE, P.M. VISSER, J. VERSPAGEN, M. VAN HERK, M.G. ANTONIOU, N. TSIARTA, V. MCCARTHY, V.C. PERELLO, D. MACHADO-VIEIRA, A.G. DE OLIVEIRA, D.S. MARONIC, F. STEVIC, T.Z. PFEIFFER, I.B. VUCELIC, P. ZUTINIC, M.G. UDOVIC, Luděk BLÁHA, R. GERIS, M. FANKOVA, K.S. CHRISTOFFERSEN, T.P. WARMING, T. FELDMANN, A. LAAS, K. PANKSEP, L. TUVIKENE, K. KANGRO, J. KOREIVIENE, J. KAROSIENE, J. KASPEROVICIENE, K. SAVADOVA-RATKUS, I. VITONYTE, K. HAGGQVIST, P. SALMI, L. ARVOLA, K. ROTHHAUPT, C. AVAGIANOS, T. KALOUDIS, S. GKELIS, M. PANOU, T. TRIANTIS, S.K. ZERVOU, A. HISKIA, U. OBERTEGGER, A. BOSCAINI, G. FLAIM, N. SALMASO, L. CERASINO, S. HAANDE, B. SKJELBRED, M. GRABOWSKA, M. KARPOWICZ, D. CHMURA, L. NAWROCKA, J. KOBOS, H. MAZUR-MARZEC, P. ALCARAZ-PARRAGA, E. WILK-WOZNIAK, W. KRZTON, E. WALUSIAK, I. GAGALA-BOROWSKA, J. MANKIEWICZ-BOCZEK, M. TOPOROWSKA, B. PAWLIK-SKOWRONSKA, M. NIEDZWIECKI, A. NAPIORKOWSKA-KRZEBIETKE, J. DUNALSKA, J. SIENSKA, D. SZYMANSKI, M. KRUK, A. BUDZYNSKA, R. GOLDYN, A. KOZAK, J. ROSINSKA, P. DOMEK, N. JAKUBOWSKA-KREPSKA, K. KWASIZUR, B. MESSYASZ, M. KOKOCINSKI, B. MADRECKA-WITKOWSKA, I. KOSTRZEWSKA-SZLAKOWSKA, M. FRAK, A. BANKOWSKA-SOBCZAK, M. WASILEWICZ, A. OCHOCKA, A. PASZTALENIEC, I. JASSER, A.M. ANTAO-GERALDES, M. LEIRA, V. VASCONCELOS, J. MORAIS, M. VALE, P.M. RAPOSEIRO, V. GONCALVES, B. ALEKSOVSKI, S. KRSTIC, H. NEMOVA, I. DRASTICHOVA, L. CHOMOVA, S. REMEC-REKAR, T. ELERSEK, L.A. HANSSON, P. URRUTIA-CORDERO, A.G. BRAVO, M. BUCK, W. COLOM-MONTERO, K. MUSTONEN, D. PIERSON, Y. YANG, J. RICHARDSON, C. EDWARDS, H. CROMIE, J. DELGADO-MARTIN, D. GARCIA, J.L. CEREIJO, J. GOMA, M.C. TRAPOTE, T. VEGAS-VILARRUBIA, B. OBRADOR, A. GARCIA-MURCIA, M. REAL, E. ROMANS, J. NOGUERO-RIBES, D.P. DUQUE, E. FERNANDEZ-MORAN, B. UBEDA, J.A. GALVEZ, N. CATALAN, C. PEREZ-MARTINEZ, E. RAMOS-RODRIGUEZ, C. CILLERO-CASTRO, E. MORENO-OSTOS, J.M. BLANCO, V. RODRIGUEZ, J.J. MONTES-PEREZ, R.L. PALOMINO, E. RODRIGUEZ-PEREZ, A. HERNANDEZ, R. CARBALLEIRA, A. CAMACHO, A. PICAZO, C. ROCHERA, A.C. SANTAMANS, C. FERRIOL, S. ROMO, J.M. SORIA, A. OZEN, T. KARAN, N. DEMIR, M. BEKLIOGLU, N. FILIZ, E. LEVI, U. ISKIN, G. BEZIRCI, U.N. TAVSANOGLU, K. CELIK, K. OZHAN, N. KARAKAYA, M.A.T. KOCER, M. YILMAZ, F. MARASLIOGLU, E.N. SOYLU, O. FAKIOGLU, M.A. YAGCI, S. CINAR, K. CAPKIN, A. YAGCI, M. CESUR, F. BILGIN, C. BULUT, R. UYSAL, K. LATIFE, R. AKCAALAN, M. ALBAY, M.T. ALP, K. OZKAN, T.O. SEVINDIK, H. TUNCA, B. ONEM, H. PAERL, C.C. CAREY and B.W. IBELINGS. Stratification strength and light climate explain variation in chlorophyll a at the continental scale in a European multilake survey in a heatwave summer. Limnology and Oceanography. Waco, TX, USA: AMER SOC LIMNOLOGY OCEANOGRAPHY, 2021, vol. 66, No 12, p. 4314-4333. ISSN 0024-3590. Available from: https://dx.doi.org/10.1002/lno.11963.
@article{48606, author = {Donis, Daphne and Mantzouki, Evanthia and McGinnis, Daniel F. and Vachon, Dominic and Gallego, Irene and Grossart, HansandPeter and Domis, Lisette N. de Senerpont and Teurlincx, Sven and Seelen, Laura and Lurling, M. and Verstijnen, Y. and Maliaka, V. and Fonvielle, J. and Visser, P.M. and Verspagen, J. and van Herk, M. and Antoniou, M.G. and Tsiarta, N. and McCarthy, V. and Perello, V.C. and MachadoandVieira, D. and de Oliveira, A.G. and Maronic, D.S. and Stevic, F. and Pfeiffer, T.Z. and Vucelic, I.B. and Zutinic, P. and Udovic, M.G. and Bláha, Luděk and GeriS, R. and Fankova, M. and Christoffersen, K.S. and Warming, T.P. and Feldmann, T. and Laas, A. and Panksep, K. and Tuvikene, L. and Kangro, K. and Koreiviene, J. and Karosiene, J. and Kasperoviciene, J. and SavadovaandRatkus, K. and Vitonyte, I. and Haggqvist, K. and Salmi, P. and Arvola, L. and Rothhaupt, K. and Avagianos, C. and Kaloudis, T. and Gkelis, S. and Panou, M. and Triantis, T. and Zervou, S.K. and Hiskia, A. and Obertegger, U. and Boscaini, A. and Flaim, G. and Salmaso, N. and Cerasino, L. and Haande, S. and Skjelbred, B. and Grabowska, M. and Karpowicz, M. and Chmura, D. and Nawrocka, L. and Kobos, J. and MazurandMarzec, H. and AlcarazandParraga, P. and WilkandWozniak, E. and Krzton, W. and Walusiak, E. and GagalaandBorowska, I. and MankiewiczandBoczek, J. and Toporowska, M. and PawlikandSkowronska, B. and Niedzwiecki, M. and NapiorkowskaandKrzebietke, A. and Dunalska, J. and Sienska, J. and Szymanski, D. and Kruk, M. and Budzynska, A. and Goldyn, R. and Kozak, A. and Rosinska, J. and Domek, P. and JakubowskaandKrepska, N. and Kwasizur, K. and Messyasz, B. and Kokocinski, M. and MadreckaandWitkowska, B. and KostrzewskaandSzlakowska, I. and Frak, M. and BankowskaandSobczak, A. and Wasilewicz, M. and Ochocka, A. and Pasztaleniec, A. and Jasser, I. and AntaoandGeraldes, A.M. and Leira, M. and Vasconcelos, V. and Morais, J. and Vale, M. and Raposeiro, P.M. and Goncalves, V. and Aleksovski, B. and Krstic, S. and Nemova, H. and Drastichova, I. and Chomova, L. and RemecandRekar, S. and Elersek, T. and Hansson, L.A. and UrrutiaandCordero, P. and Bravo, A.G. and Buck, M. and ColomandMontero, W. and Mustonen, K. and Pierson, D. and Yang, Y. and Richardson, J. and Edwards, C. and Cromie, H. and DelgadoandMartin, J. and Garcia, D. and Cereijo, J.L. and Goma, J. and Trapote, M.C. and VegasandVilarrubia, T. and Obrador, B. and GarciaandMurcia, A. and Real, M. and Romans, E. and NogueroandRibes, J. and Duque, D.P. and FernandezandMoran, E. and Ubeda, B. and Galvez, J.A. and Catalan, N. and PerezandMartinez, C. and RamosandRodriguez, E. and CilleroandCastro, C. and MorenoandOstos, E. and Blanco, J.M. and Rodriguez, V. and MontesandPerez, J.J. and Palomino, R.L. and RodriguezandPerez, E. and Hernandez, A. and Carballeira, R. and Camacho, A. and Picazo, A. and Rochera, C. and Santamans, A.C. and Ferriol, C. and Romo, S. and Soria, J.M. and Ozen, A. and Karan, T. and Demir, N. and Beklioglu, M. and Filiz, N. and Levi, E. and Iskin, U. and Bezirci, G. and Tavsanoglu, U.N. and Celik, K. and Ozhan, K. and Karakaya, N. and Kocer, M.A.T. and Yilmaz, M. and Maraslioglu, F. and Soylu, E.N. and Fakioglu, O. and Yagci, M.A. and Cinar, S. and Capkin, K. and Yagci, A. and Cesur, M. and Bilgin, F. and Bulut, C. and Uysal, R. and Latife, K. and Akcaalan, R. and Albay, M. and Alp, M.T. and Ozkan, K. and Sevindik, T.O. and Tunca, H. and Onem, B. and Paerl, H. and Carey, C.C. and Ibelings, B.W.}, article_location = {Waco, TX, USA}, article_number = {12}, doi = {http://dx.doi.org/10.1002/lno.11963}, keywords = {DISSOLVED ORGANIC-MATTER; CYANOBACTERIAL BLOOMS; PHYTOPLANKTON DYNAMICS; FILAMENTOUS CYANOBACTERIA; PHOTOSYSTEM-II; GREEN-ALGAE; LAKES; EUTROPHICATION; SHALLOW; TEMPERATE}, language = {eng}, issn = {0024-3590}, journal = {Limnology and Oceanography}, title = {Stratification strength and light climate explain variation in chlorophyll a at the continental scale in a European multilake survey in a heatwave summer}, url = {https://aslopubs.onlinelibrary.wiley.com/doi/10.1002/lno.11963}, volume = {66}, year = {2021} }
TY - JOUR ID - 48606 AU - Donis, Daphne - Mantzouki, Evanthia - McGinnis, Daniel F. - Vachon, Dominic - Gallego, Irene - Grossart, Hans-Peter - Domis, Lisette N. de Senerpont - Teurlincx, Sven - Seelen, Laura - Lurling, M. - Verstijnen, Y. - Maliaka, V. - Fonvielle, J. - Visser, P.M. - Verspagen, J. - van Herk, M. - Antoniou, M.G. - Tsiarta, N. - McCarthy, V. - Perello, V.C. - Machado-Vieira, D. - de Oliveira, A.G. - Maronic, D.S. - Stevic, F. - Pfeiffer, T.Z. - Vucelic, I.B. - Zutinic, P. - Udovic, M.G. - Bláha, Luděk - GeriS, R. - Fankova, M. - Christoffersen, K.S. - Warming, T.P. - Feldmann, T. - Laas, A. - Panksep, K. - Tuvikene, L. - Kangro, K. - Koreiviene, J. - Karosiene, J. - Kasperoviciene, J. - Savadova-Ratkus, K. - Vitonyte, I. - Haggqvist, K. - Salmi, P. - Arvola, L. - Rothhaupt, K. - Avagianos, C. - Kaloudis, T. - Gkelis, S. - Panou, M. - Triantis, T. - Zervou, S.K. - Hiskia, A. - Obertegger, U. - Boscaini, A. - Flaim, G. - Salmaso, N. - Cerasino, L. - Haande, S. - Skjelbred, B. - Grabowska, M. - Karpowicz, M. - Chmura, D. - Nawrocka, L. - Kobos, J. - Mazur-Marzec, H. - Alcaraz-Parraga, P. - Wilk-Wozniak, E. - Krzton, W. - Walusiak, E. - Gagala-Borowska, I. - Mankiewicz-Boczek, J. - Toporowska, M. - Pawlik-Skowronska, B. - Niedzwiecki, M. - Napiorkowska-Krzebietke, A. - Dunalska, J. - Sienska, J. - Szymanski, D. - Kruk, M. - Budzynska, A. - Goldyn, R. - Kozak, A. - Rosinska, J. - Domek, P. - Jakubowska-Krepska, N. - Kwasizur, K. - Messyasz, B. - Kokocinski, M. - Madrecka-Witkowska, B. - Kostrzewska-Szlakowska, I. - Frak, M. - Bankowska-Sobczak, A. - Wasilewicz, M. - Ochocka, A. - Pasztaleniec, A. - Jasser, I. - Antao-Geraldes, A.M. - Leira, M. - Vasconcelos, V. - Morais, J. - Vale, M. - Raposeiro, P.M. - Goncalves, V. - Aleksovski, B. - Krstic, S. - Nemova, H. - Drastichova, I. - Chomova, L. - Remec-Rekar, S. - Elersek, T. - Hansson, L.A. - Urrutia-Cordero, P. - Bravo, A.G. - Buck, M. - Colom-Montero, W. - Mustonen, K. - Pierson, D. - Yang, Y. - Richardson, J. - Edwards, C. - Cromie, H. - Delgado-Martin, J. - Garcia, D. - Cereijo, J.L. - Goma, J. - Trapote, M.C. - Vegas-Vilarrubia, T. - Obrador, B. - Garcia-Murcia, A. - Real, M. - Romans, E. - Noguero-Ribes, J. - Duque, D.P. - Fernandez-Moran, E. - Ubeda, B. - Galvez, J.A. - Catalan, N. - Perez-Martinez, C. - Ramos-Rodriguez, E. - Cillero-Castro, C. - Moreno-Ostos, E. - Blanco, J.M. - Rodriguez, V. - Montes-Perez, J.J. - Palomino, R.L. - Rodriguez-Perez, E. - Hernandez, A. - Carballeira, R. - Camacho, A. - Picazo, A. - Rochera, C. - Santamans, A.C. - Ferriol, C. - Romo, S. - Soria, J.M. - Ozen, A. - Karan, T. - Demir, N. - Beklioglu, M. - Filiz, N. - Levi, E. - Iskin, U. - Bezirci, G. - Tavsanoglu, U.N. - Celik, K. - Ozhan, K. - Karakaya, N. - Kocer, M.A.T. - Yilmaz, M. - Maraslioglu, F. - Soylu, E.N. - Fakioglu, O. - Yagci, M.A. - Cinar, S. - Capkin, K. - Yagci, A. - Cesur, M. - Bilgin, F. - Bulut, C. - Uysal, R. - Latife, K. - Akcaalan, R. - Albay, M. - Alp, M.T. - Ozkan, K. - Sevindik, T.O. - Tunca, H. - Onem, B. - Paerl, H. - Carey, C.C. - Ibelings, B.W. PY - 2021 TI - Stratification strength and light climate explain variation in chlorophyll a at the continental scale in a European multilake survey in a heatwave summer JF - Limnology and Oceanography VL - 66 IS - 12 SP - 4314-4333 EP - 4314-4333 PB - AMER SOC LIMNOLOGY OCEANOGRAPHY SN - 0024-3590 KW - DISSOLVED ORGANIC-MATTER KW - CYANOBACTERIAL BLOOMS KW - PHYTOPLANKTON DYNAMICS KW - FILAMENTOUS CYANOBACTERIA KW - PHOTOSYSTEM-II KW - GREEN-ALGAE KW - LAKES KW - EUTROPHICATION KW - SHALLOW KW - TEMPERATE UR - https://aslopubs.onlinelibrary.wiley.com/doi/10.1002/lno.11963 N2 - To determine the drivers of phytoplankton biomass, we collected standardized morphometric, physical, and biological data in 230 lakes across the Mediterranean, Continental, and Boreal climatic zones of the European continent. Multilinear regression models tested on this snapshot of mostly eutrophic lakes (median total phosphorus [TP] = 0.06 and total nitrogen [TN] = 0.7 mg L-1), and its subsets (2 depth types and 3 climatic zones), show that light climate and stratification strength were the most significant explanatory variables for chlorophyll a (Chl a) variance. TN was a significant predictor for phytoplankton biomass for shallow and continental lakes, while TP never appeared as an explanatory variable, suggesting that under high TP, light, which partially controls stratification strength, becomes limiting for phytoplankton development. Mediterranean lakes were the warmest yet most weakly stratified and had significantly less Chl a than Boreal lakes, where the temperature anomaly from the long-term average, during a summer heatwave was the highest (+4 degrees C) and showed a significant, exponential relationship with stratification strength. This European survey represents a summer snapshot of phytoplankton biomass and its drivers, and lends support that light and stratification metrics, which are both affected by climate change, are better predictors for phytoplankton biomass in nutrient-rich lakes than nutrient concentrations and surface temperature. ER -
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