TY  - JOUR
AU  - Leifsson, Christopher
AU  - Buras, Allan
AU  - Klesse, Stefan
AU  - Baittinger, Claudia
AU  - Bat-Enerel, Banzragch
AU  - Battipaglia, Giovanna
AU  - Biondi, Franco
AU  - Stajić, Branko
AU  - Budeanu, Marius
AU  - Cada, Vojtech
AU  - Cavin, Liam
AU  - Claessens, Hugues
AU  - Cufar, Katarina
AU  - de Luis, Martin
AU  - Dorado-Linan, Isabel
AU  - Dulamsuren, Choimaa
AU  - Garamszegi, Balazs
AU  - Grabner, Michael
AU  - Hacket-Pain, Andrew
AU  - Hansen, Jon Kehlet
AU  - Hartl, Claudia
AU  - Huang, Weiwei
AU  - Janda, Pavel
AU  - Jump, Alistair S.
AU  - Kazimirović, Marko
AU  - Knutzen, Florian
AU  - Kreyling, Juergen
AU  - Land, Alexander
AU  - Latte, Nicolas
AU  - Lebourgeois, Francois
AU  - Leuschner, Christoph
AU  - Longares, Luis A.
AU  - Castillo, Edurne Martinez del
AU  - Menzel, Annette
AU  - Motta, Renzo
AU  - Muffler-Weigel, Lena
AU  - Nola, Paola
AU  - Panayotov, Momchil
AU  - Petritan, Any Mary
AU  - Petritan, Ion Catalin
AU  - Popa, Ionel
AU  - Roibu, Catalin-Constantin
AU  - Rubio-Cuadrado, Alvaro
AU  - Rydval, Miloš
AU  - Scharnweber, Tobias
AU  - Camarero, J. Julio
AU  - Svoboda, Miroslav
AU  - Toromani, Elvin
AU  - Trotsiuk, Volodymyr
AU  - Maaten-Theunissen, Marieke van der
AU  - Maaten, Ernst van der
AU  - Weigel, Robert
AU  - Wilmking, Martin
AU  - Zlatanov, Tzvetan
AU  - Rammig, Anja
AU  - Zang, Christian
PY  - 2024
UR  - https://omorika.sfb.bg.ac.rs/handle/123456789/1479
AB  - The future performance of the widely abundant European beech ( Fagus sylvatica L.) across its ecological amplitude is uncertain. Although beech is considered drought -sensitive and thus negatively affected by drought events, scientific evidence indicating increasing drought vulnerability under climate change on a cross -regional scale remains elusive. While evaluating changes in climate sensitivity of secondary growth offers a promising avenue, studies from productive, closed -canopy forests suffer from knowledge gaps, especially regarding the natural variability of climate sensitivity and how it relates to radial growth as an indicator of tree vitality. Since beech is sensitive to drought, we in this study use a drought index as a climate variable to account for the combined effects of temperature and water availability and explore how the drought sensitivity of secondary growth varies temporally in dependence on growth variability, growth trends, and climatic water availability across the species ' ecological amplitude. Our results show that drought sensitivity is highly variable and non -stationary, though consistently higher at dry sites compared to moist sites. Increasing drought sensitivity can largely be explained by increasing climatic aridity, especially as it is exacerbated by climate change and trees ' rank progression within forest communities, as (co -)dominant trees are more sensitive to extra -canopy climatic conditions than trees embedded in understories. However, during the driest periods of the 20th century, growth showed clear signs of being decoupled from climate. This may indicate fundamental changes in system behavior and be early -warning signals of decreasing drought tolerance. The multiple significant interaction terms in our model elucidate the complexity of European beech 's drought sensitivity, which needs to be taken into consideration when assessing this species ' response to climate change.
T2  - Science of the Total Environment
T1  - Identifying drivers of non-stationary climate-growth relationships of European beech
VL  - 937
DO  - 10.1016/j.scitotenv.2024.173321
UR  - conv_1793
ER  - 

@article{
author = "Leifsson, Christopher and Buras, Allan and Klesse, Stefan and Baittinger, Claudia and Bat-Enerel, Banzragch and Battipaglia, Giovanna and Biondi, Franco and Stajić, Branko and Budeanu, Marius and Cada, Vojtech and Cavin, Liam and Claessens, Hugues and Cufar, Katarina and de Luis, Martin and Dorado-Linan, Isabel and Dulamsuren, Choimaa and Garamszegi, Balazs and Grabner, Michael and Hacket-Pain, Andrew and Hansen, Jon Kehlet and Hartl, Claudia and Huang, Weiwei and Janda, Pavel and Jump, Alistair S. and Kazimirović, Marko and Knutzen, Florian and Kreyling, Juergen and Land, Alexander and Latte, Nicolas and Lebourgeois, Francois and Leuschner, Christoph and Longares, Luis A. and Castillo, Edurne Martinez del and Menzel, Annette and Motta, Renzo and Muffler-Weigel, Lena and Nola, Paola and Panayotov, Momchil and Petritan, Any Mary and Petritan, Ion Catalin and Popa, Ionel and Roibu, Catalin-Constantin and Rubio-Cuadrado, Alvaro and Rydval, Miloš and Scharnweber, Tobias and Camarero, J. Julio and Svoboda, Miroslav and Toromani, Elvin and Trotsiuk, Volodymyr and Maaten-Theunissen, Marieke van der and Maaten, Ernst van der and Weigel, Robert and Wilmking, Martin and Zlatanov, Tzvetan and Rammig, Anja and Zang, Christian",
year = "2024",
abstract = "The future performance of the widely abundant European beech ( Fagus sylvatica L.) across its ecological amplitude is uncertain. Although beech is considered drought -sensitive and thus negatively affected by drought events, scientific evidence indicating increasing drought vulnerability under climate change on a cross -regional scale remains elusive. While evaluating changes in climate sensitivity of secondary growth offers a promising avenue, studies from productive, closed -canopy forests suffer from knowledge gaps, especially regarding the natural variability of climate sensitivity and how it relates to radial growth as an indicator of tree vitality. Since beech is sensitive to drought, we in this study use a drought index as a climate variable to account for the combined effects of temperature and water availability and explore how the drought sensitivity of secondary growth varies temporally in dependence on growth variability, growth trends, and climatic water availability across the species ' ecological amplitude. Our results show that drought sensitivity is highly variable and non -stationary, though consistently higher at dry sites compared to moist sites. Increasing drought sensitivity can largely be explained by increasing climatic aridity, especially as it is exacerbated by climate change and trees ' rank progression within forest communities, as (co -)dominant trees are more sensitive to extra -canopy climatic conditions than trees embedded in understories. However, during the driest periods of the 20th century, growth showed clear signs of being decoupled from climate. This may indicate fundamental changes in system behavior and be early -warning signals of decreasing drought tolerance. The multiple significant interaction terms in our model elucidate the complexity of European beech 's drought sensitivity, which needs to be taken into consideration when assessing this species ' response to climate change.",
journal = "Science of the Total Environment",
title = "Identifying drivers of non-stationary climate-growth relationships of European beech",
volume = "937",
doi = "10.1016/j.scitotenv.2024.173321",
url = "conv_1793"
}

Leifsson, C., Buras, A., Klesse, S., Baittinger, C., Bat-Enerel, B., Battipaglia, G., Biondi, F., Stajić, B., Budeanu, M., Cada, V., Cavin, L., Claessens, H., Cufar, K., de Luis, M., Dorado-Linan, I., Dulamsuren, C., Garamszegi, B., Grabner, M., Hacket-Pain, A., Hansen, J. K., Hartl, C., Huang, W., Janda, P., Jump, A. S., Kazimirović, M., Knutzen, F., Kreyling, J., Land, A., Latte, N., Lebourgeois, F., Leuschner, C., Longares, L. A., Castillo, E. M. d., Menzel, A., Motta, R., Muffler-Weigel, L., Nola, P., Panayotov, M., Petritan, A. M., Petritan, I. C., Popa, I., Roibu, C., Rubio-Cuadrado, A., Rydval, M., Scharnweber, T., Camarero, J. J., Svoboda, M., Toromani, E., Trotsiuk, V., Maaten-Theunissen, M. v. d., Maaten, E. v. d., Weigel, R., Wilmking, M., Zlatanov, T., Rammig, A.,& Zang, C.. (2024). Identifying drivers of non-stationary climate-growth relationships of European beech. in Science of the Total Environment, 937.
https://doi.org/10.1016/j.scitotenv.2024.173321
conv_1793

Leifsson C, Buras A, Klesse S, Baittinger C, Bat-Enerel B, Battipaglia G, Biondi F, Stajić B, Budeanu M, Cada V, Cavin L, Claessens H, Cufar K, de Luis M, Dorado-Linan I, Dulamsuren C, Garamszegi B, Grabner M, Hacket-Pain A, Hansen JK, Hartl C, Huang W, Janda P, Jump AS, Kazimirović M, Knutzen F, Kreyling J, Land A, Latte N, Lebourgeois F, Leuschner C, Longares LA, Castillo EMD, Menzel A, Motta R, Muffler-Weigel L, Nola P, Panayotov M, Petritan AM, Petritan IC, Popa I, Roibu C, Rubio-Cuadrado A, Rydval M, Scharnweber T, Camarero JJ, Svoboda M, Toromani E, Trotsiuk V, Maaten-Theunissen MVD, Maaten EVD, Weigel R, Wilmking M, Zlatanov T, Rammig A, Zang C. Identifying drivers of non-stationary climate-growth relationships of European beech. in Science of the Total Environment. 2024;937.
doi:10.1016/j.scitotenv.2024.173321
conv_1793 .

Leifsson, Christopher, Buras, Allan, Klesse, Stefan, Baittinger, Claudia, Bat-Enerel, Banzragch, Battipaglia, Giovanna, Biondi, Franco, Stajić, Branko, Budeanu, Marius, Cada, Vojtech, Cavin, Liam, Claessens, Hugues, Cufar, Katarina, de Luis, Martin, Dorado-Linan, Isabel, Dulamsuren, Choimaa, Garamszegi, Balazs, Grabner, Michael, Hacket-Pain, Andrew, Hansen, Jon Kehlet, Hartl, Claudia, Huang, Weiwei, Janda, Pavel, Jump, Alistair S., Kazimirović, Marko, Knutzen, Florian, Kreyling, Juergen, Land, Alexander, Latte, Nicolas, Lebourgeois, Francois, Leuschner, Christoph, Longares, Luis A., Castillo, Edurne Martinez del, Menzel, Annette, Motta, Renzo, Muffler-Weigel, Lena, Nola, Paola, Panayotov, Momchil, Petritan, Any Mary, Petritan, Ion Catalin, Popa, Ionel, Roibu, Catalin-Constantin, Rubio-Cuadrado, Alvaro, Rydval, Miloš, Scharnweber, Tobias, Camarero, J. Julio, Svoboda, Miroslav, Toromani, Elvin, Trotsiuk, Volodymyr, Maaten-Theunissen, Marieke van der, Maaten, Ernst van der, Weigel, Robert, Wilmking, Martin, Zlatanov, Tzvetan, Rammig, Anja, Zang, Christian, "Identifying drivers of non-stationary climate-growth relationships of European beech" in Science of the Total Environment, 937 (2024),
https://doi.org/10.1016/j.scitotenv.2024.173321 .,
conv_1793 .

TY  - JOUR
AU  - Klesse, S.
AU  - Peters, R.
AU  - Alfaro-Sánchez, R.
AU  - Badeau, V.
AU  - Baittinger, C.
AU  - Battipaglia, Giovanna
AU  - Bert, D.
AU  - Biondi, F.
AU  - Bosela, Michal
AU  - Budeanu, M.
AU  - Cada, Vojtech
AU  - Camarero, J.
AU  - Cavin, Liam
AU  - Claessens, H.
AU  - Cretan, A.-M.
AU  - Čufar, K.
AU  - de Luis, M.
AU  - Dorado-Liñán, I.
AU  - Dulamsuren, C.
AU  - Espelta, J.
AU  - Garamszegi, B.
AU  - Grabner, M.
AU  - Gricar, J.
AU  - Hacket-Pain, Andrew
AU  - Hansen, J.
AU  - Hartl, C.
AU  - Hevia, A.
AU  - Hobi, M.
AU  - Janda, P.
AU  - Jump, A.
AU  - Kašpar, J.
AU  - Kazimirović, Marko
AU  - Keren, Srđan
AU  - Kreyling, J.
AU  - Land, A.
AU  - Latte, N.
AU  - Lebourgeois, F.
AU  - Leuschner, C.
AU  - Levesque, Mathieu
AU  - Longares, L.
AU  - del Castillo, E.
AU  - Menzel, A.
AU  - Merela, M.
AU  - Mikoláš, M.
AU  - Motta, Renzo
AU  - Muffler, L.
AU  - Neycken, A.
AU  - Nola, P.
AU  - Panayotov, Momchil
AU  - Petritan, Any Mary
AU  - Petritan, I.
AU  - Popa, I.
AU  - Prislan, Peter
AU  - Levanič, T.
AU  - Roibu, Catalin-Constantin
AU  - Rubio-Cuadrado, Alvaro
AU  - Sanchez-Salguero, Raul
AU  - Šamonil, P.
AU  - Stajić, Branko
AU  - Svoboda, Miroslav
AU  - Tognetti, Roberto
AU  - Toromani, Elvin
AU  - Trotsiuk, Volodymyr
AU  - van der Maaten, Ernst
AU  - Van der Maaten-Theunissen, Marieke
AU  - Vannoppen, A.
AU  - Vašíčková, I.
AU  - von Arx, G.
AU  - Wilmking, Martin
AU  - Weigel, Robert
AU  - Zlatanov, Tzvetan
AU  - Zang, Christian
AU  - Buras, A.
PY  - 2024
UR  - https://omorika.sfb.bg.ac.rs/handle/123456789/1467
AB  - With ongoing global warming, increasing water deficits promote physiological stress on forest ecosystems with negative impacts on tree growth, vitality, and survival. How individual tree species will react to increased drought stress is therefore a key research question to address for carbon accounting and the development of climate change mitigation strategies. Recent tree-ring studies have shown that trees at higher latitudes will benefit from warmer temperatures, yet this is likely highly species-dependent and less well-known for more temperate tree species. Using a unique pan-European tree-ring network of 26,430 European beech (Fagus sylvatica L.) trees from 2118 sites, we applied a linear mixed-effects modeling framework to (i) explain variation in climate-dependent growth and (ii) project growth for the near future (2021–2050) across the entire distribution of beech. We modeled the spatial pattern of radial growth responses to annually varying climate as a function of mean climate conditions (mean annual temperature, mean annual climatic water balance, and continentality). Over the calibration period (1952–2011), the model yielded high regional explanatory power (R2 = 0.38–0.72). Considering a moderate climate change scenario (CMIP6 SSP2-4.5), beech growth is projected to decrease in the future across most of its distribution range. In particular, projected growth decreases by 12%–18% (interquartile range) in northwestern Central Europe and by 11%–21% in the Mediterranean region. In contrast, climate-driven growth increases are limited to around 13% of the current occurrence, where the historical mean annual temperature was below ~6°C. More specifically, the model predicts a 3%–24% growth increase in the high-elevation clusters of the Alps and Carpathian Arc. Notably, we find little potential for future growth increases (−10 to +2%) at the poleward leading edge in southern Scandinavia. Because in this region beech growth is found to be primarily water-limited, a northward shift in its distributional range will be constrained by water availability.
PB  - John Wiley and Sons Inc
T2  - Global Change Biology
T1  - No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water Limitation
IS  - 10
VL  - 30
DO  - 10.1111/gcb.17546
UR  - conv_1849
ER  - 

@article{
author = "Klesse, S. and Peters, R. and Alfaro-Sánchez, R. and Badeau, V. and Baittinger, C. and Battipaglia, Giovanna and Bert, D. and Biondi, F. and Bosela, Michal and Budeanu, M. and Cada, Vojtech and Camarero, J. and Cavin, Liam and Claessens, H. and Cretan, A.-M. and Čufar, K. and de Luis, M. and Dorado-Liñán, I. and Dulamsuren, C. and Espelta, J. and Garamszegi, B. and Grabner, M. and Gricar, J. and Hacket-Pain, Andrew and Hansen, J. and Hartl, C. and Hevia, A. and Hobi, M. and Janda, P. and Jump, A. and Kašpar, J. and Kazimirović, Marko and Keren, Srđan and Kreyling, J. and Land, A. and Latte, N. and Lebourgeois, F. and Leuschner, C. and Levesque, Mathieu and Longares, L. and del Castillo, E. and Menzel, A. and Merela, M. and Mikoláš, M. and Motta, Renzo and Muffler, L. and Neycken, A. and Nola, P. and Panayotov, Momchil and Petritan, Any Mary and Petritan, I. and Popa, I. and Prislan, Peter and Levanič, T. and Roibu, Catalin-Constantin and Rubio-Cuadrado, Alvaro and Sanchez-Salguero, Raul and Šamonil, P. and Stajić, Branko and Svoboda, Miroslav and Tognetti, Roberto and Toromani, Elvin and Trotsiuk, Volodymyr and van der Maaten, Ernst and Van der Maaten-Theunissen, Marieke and Vannoppen, A. and Vašíčková, I. and von Arx, G. and Wilmking, Martin and Weigel, Robert and Zlatanov, Tzvetan and Zang, Christian and Buras, A.",
year = "2024",
abstract = "With ongoing global warming, increasing water deficits promote physiological stress on forest ecosystems with negative impacts on tree growth, vitality, and survival. How individual tree species will react to increased drought stress is therefore a key research question to address for carbon accounting and the development of climate change mitigation strategies. Recent tree-ring studies have shown that trees at higher latitudes will benefit from warmer temperatures, yet this is likely highly species-dependent and less well-known for more temperate tree species. Using a unique pan-European tree-ring network of 26,430 European beech (Fagus sylvatica L.) trees from 2118 sites, we applied a linear mixed-effects modeling framework to (i) explain variation in climate-dependent growth and (ii) project growth for the near future (2021–2050) across the entire distribution of beech. We modeled the spatial pattern of radial growth responses to annually varying climate as a function of mean climate conditions (mean annual temperature, mean annual climatic water balance, and continentality). Over the calibration period (1952–2011), the model yielded high regional explanatory power (R2 = 0.38–0.72). Considering a moderate climate change scenario (CMIP6 SSP2-4.5), beech growth is projected to decrease in the future across most of its distribution range. In particular, projected growth decreases by 12%–18% (interquartile range) in northwestern Central Europe and by 11%–21% in the Mediterranean region. In contrast, climate-driven growth increases are limited to around 13% of the current occurrence, where the historical mean annual temperature was below ~6°C. More specifically, the model predicts a 3%–24% growth increase in the high-elevation clusters of the Alps and Carpathian Arc. Notably, we find little potential for future growth increases (−10 to +2%) at the poleward leading edge in southern Scandinavia. Because in this region beech growth is found to be primarily water-limited, a northward shift in its distributional range will be constrained by water availability.",
publisher = "John Wiley and Sons Inc",
journal = "Global Change Biology",
title = "No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water Limitation",
number = "10",
volume = "30",
doi = "10.1111/gcb.17546",
url = "conv_1849"
}

Klesse, S., Peters, R., Alfaro-Sánchez, R., Badeau, V., Baittinger, C., Battipaglia, G., Bert, D., Biondi, F., Bosela, M., Budeanu, M., Cada, V., Camarero, J., Cavin, L., Claessens, H., Cretan, A.-M., Čufar, K., de Luis, M., Dorado-Liñán, I., Dulamsuren, C., Espelta, J., Garamszegi, B., Grabner, M., Gricar, J., Hacket-Pain, A., Hansen, J., Hartl, C., Hevia, A., Hobi, M., Janda, P., Jump, A., Kašpar, J., Kazimirović, M., Keren, S., Kreyling, J., Land, A., Latte, N., Lebourgeois, F., Leuschner, C., Levesque, M., Longares, L., del Castillo, E., Menzel, A., Merela, M., Mikoláš, M., Motta, R., Muffler, L., Neycken, A., Nola, P., Panayotov, M., Petritan, A. M., Petritan, I., Popa, I., Prislan, P., Levanič, T., Roibu, C., Rubio-Cuadrado, A., Sanchez-Salguero, R., Šamonil, P., Stajić, B., Svoboda, M., Tognetti, R., Toromani, E., Trotsiuk, V., van der Maaten, E., Van der Maaten-Theunissen, M., Vannoppen, A., Vašíčková, I., von Arx, G., Wilmking, M., Weigel, R., Zlatanov, T., Zang, C.,& Buras, A.. (2024). No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water Limitation. in Global Change Biology
John Wiley and Sons Inc., 30(10).
https://doi.org/10.1111/gcb.17546
conv_1849

Klesse S, Peters R, Alfaro-Sánchez R, Badeau V, Baittinger C, Battipaglia G, Bert D, Biondi F, Bosela M, Budeanu M, Cada V, Camarero J, Cavin L, Claessens H, Cretan A, Čufar K, de Luis M, Dorado-Liñán I, Dulamsuren C, Espelta J, Garamszegi B, Grabner M, Gricar J, Hacket-Pain A, Hansen J, Hartl C, Hevia A, Hobi M, Janda P, Jump A, Kašpar J, Kazimirović M, Keren S, Kreyling J, Land A, Latte N, Lebourgeois F, Leuschner C, Levesque M, Longares L, del Castillo E, Menzel A, Merela M, Mikoláš M, Motta R, Muffler L, Neycken A, Nola P, Panayotov M, Petritan AM, Petritan I, Popa I, Prislan P, Levanič T, Roibu C, Rubio-Cuadrado A, Sanchez-Salguero R, Šamonil P, Stajić B, Svoboda M, Tognetti R, Toromani E, Trotsiuk V, van der Maaten E, Van der Maaten-Theunissen M, Vannoppen A, Vašíčková I, von Arx G, Wilmking M, Weigel R, Zlatanov T, Zang C, Buras A. No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water Limitation. in Global Change Biology. 2024;30(10).
doi:10.1111/gcb.17546
conv_1849 .

Klesse, S., Peters, R., Alfaro-Sánchez, R., Badeau, V., Baittinger, C., Battipaglia, Giovanna, Bert, D., Biondi, F., Bosela, Michal, Budeanu, M., Cada, Vojtech, Camarero, J., Cavin, Liam, Claessens, H., Cretan, A.-M., Čufar, K., de Luis, M., Dorado-Liñán, I., Dulamsuren, C., Espelta, J., Garamszegi, B., Grabner, M., Gricar, J., Hacket-Pain, Andrew, Hansen, J., Hartl, C., Hevia, A., Hobi, M., Janda, P., Jump, A., Kašpar, J., Kazimirović, Marko, Keren, Srđan, Kreyling, J., Land, A., Latte, N., Lebourgeois, F., Leuschner, C., Levesque, Mathieu, Longares, L., del Castillo, E., Menzel, A., Merela, M., Mikoláš, M., Motta, Renzo, Muffler, L., Neycken, A., Nola, P., Panayotov, Momchil, Petritan, Any Mary, Petritan, I., Popa, I., Prislan, Peter, Levanič, T., Roibu, Catalin-Constantin, Rubio-Cuadrado, Alvaro, Sanchez-Salguero, Raul, Šamonil, P., Stajić, Branko, Svoboda, Miroslav, Tognetti, Roberto, Toromani, Elvin, Trotsiuk, Volodymyr, van der Maaten, Ernst, Van der Maaten-Theunissen, Marieke, Vannoppen, A., Vašíčková, I., von Arx, G., Wilmking, Martin, Weigel, Robert, Zlatanov, Tzvetan, Zang, Christian, Buras, A., "No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water Limitation" in Global Change Biology, 30, no. 10 (2024),
https://doi.org/10.1111/gcb.17546 .,
conv_1849 .

TY  - JOUR
AU  - Bosela, Michal
AU  - Rubio-Cuadrado, Alvaro
AU  - Marcis, Peter
AU  - Merganicova, Katarina
AU  - Fleischer, Peter, Jr.
AU  - Forrester, David I.
AU  - Uhl, Enno
AU  - Avdagić, Admir
AU  - Bellan, Michal
AU  - Bielak, Kamil
AU  - Bravo, Felipe
AU  - Coll, Lluis
AU  - Cseke, Klara
AU  - del Rio, Miren
AU  - Dinca, Lucian
AU  - Dobor, Laura
AU  - Drozdowski, Stanislaw
AU  - Giammarchi, Francesco
AU  - Gomoryova, Erika
AU  - Ibrahimspahić, Aida
AU  - Kasanin-Grubin, Milica
AU  - Klopcić, Matija
AU  - Kurylyak, Viktor
AU  - Montes, Fernando
AU  - Pach, Maciej
AU  - Ruiz-Peinado, Ricardo
AU  - Skrzyszewski, Jerzy
AU  - Stajić, Branko
AU  - Stojanović, Dejan
AU  - Svoboda, Miroslav
AU  - Tonon, Giustino
AU  - Versace, Soraya
AU  - Mitrović, Suzana
AU  - Zlatanov, Tzvetan
AU  - Pretzsch, Hans
AU  - Tognetti, Roberto
PY  - 2023
UR  - https://omorika.sfb.bg.ac.rs/handle/123456789/1417
AB  - Process-based models and empirical modelling techniques are frequently used to (i) explore the sensitivity of tree growth to environmental variables, and (ii) predict the future growth of trees and forest stands under climate change scenarios. However, modelling approaches substantially influence predictions of the sensitivity of trees to environmen-tal factors. Here, we used tree-ring width (TRW) data from 1630 beech trees from a network of 70 plots established across European mountains to build empirical predictive growth models using various modelling approaches. In addi-tion, we used 3-PG and Biome-BGCMuSo process-based models to compare growth predictions with derived empirical models. Results revealed similar prediction errors (RMSE) across models ranging between 3.71 and 7.54 cm2 of basal area increment (BAI). The models explained most of the variability in BAI ranging from 54 % to 87 %. Selected explan-atory variables (despite being statistically highly significant) and the pattern of the growth sensitivity differed between models substantially. We identified only five factors with the same effect and the same sensitivity pattern in all empir-ical models: tree DBH, competition index, elevation, Gini index of DBH, and soil silt content. However, the sensitivity to most of the climate variables was low and inconsistent among the empirical models. Both empirical and process -based models suggest that beech in European mountains will, on average, likely experience better growth conditions under both 4.5 and 8.5 RCP scenarios. The process-based models indicated that beech may grow better across European mountains by 1.05 to 1.4 times in warmer conditions. The empirical models identified several drivers of tree growth that are not included in the current process-based models (e.g., different nutrients) but may have a sub-stantial effect on final results, particularly if they are limiting factors. Hence, future development of process-based models may build upon our findings to increase their ability to correctly capture ecosystem dynamics.
T2  - Science of the Total Environment
T1  - Empirical and process-based models predict enhanced beech growth in European mountains under climate change scenarios: A multimodel approach
VL  - 888
DO  - 10.1016/j.scitotenv.2023.164123
UR  - conv_931
ER  - 

@article{
author = "Bosela, Michal and Rubio-Cuadrado, Alvaro and Marcis, Peter and Merganicova, Katarina and Fleischer, Peter, Jr. and Forrester, David I. and Uhl, Enno and Avdagić, Admir and Bellan, Michal and Bielak, Kamil and Bravo, Felipe and Coll, Lluis and Cseke, Klara and del Rio, Miren and Dinca, Lucian and Dobor, Laura and Drozdowski, Stanislaw and Giammarchi, Francesco and Gomoryova, Erika and Ibrahimspahić, Aida and Kasanin-Grubin, Milica and Klopcić, Matija and Kurylyak, Viktor and Montes, Fernando and Pach, Maciej and Ruiz-Peinado, Ricardo and Skrzyszewski, Jerzy and Stajić, Branko and Stojanović, Dejan and Svoboda, Miroslav and Tonon, Giustino and Versace, Soraya and Mitrović, Suzana and Zlatanov, Tzvetan and Pretzsch, Hans and Tognetti, Roberto",
year = "2023",
abstract = "Process-based models and empirical modelling techniques are frequently used to (i) explore the sensitivity of tree growth to environmental variables, and (ii) predict the future growth of trees and forest stands under climate change scenarios. However, modelling approaches substantially influence predictions of the sensitivity of trees to environmen-tal factors. Here, we used tree-ring width (TRW) data from 1630 beech trees from a network of 70 plots established across European mountains to build empirical predictive growth models using various modelling approaches. In addi-tion, we used 3-PG and Biome-BGCMuSo process-based models to compare growth predictions with derived empirical models. Results revealed similar prediction errors (RMSE) across models ranging between 3.71 and 7.54 cm2 of basal area increment (BAI). The models explained most of the variability in BAI ranging from 54 % to 87 %. Selected explan-atory variables (despite being statistically highly significant) and the pattern of the growth sensitivity differed between models substantially. We identified only five factors with the same effect and the same sensitivity pattern in all empir-ical models: tree DBH, competition index, elevation, Gini index of DBH, and soil silt content. However, the sensitivity to most of the climate variables was low and inconsistent among the empirical models. Both empirical and process -based models suggest that beech in European mountains will, on average, likely experience better growth conditions under both 4.5 and 8.5 RCP scenarios. The process-based models indicated that beech may grow better across European mountains by 1.05 to 1.4 times in warmer conditions. The empirical models identified several drivers of tree growth that are not included in the current process-based models (e.g., different nutrients) but may have a sub-stantial effect on final results, particularly if they are limiting factors. Hence, future development of process-based models may build upon our findings to increase their ability to correctly capture ecosystem dynamics.",
journal = "Science of the Total Environment",
title = "Empirical and process-based models predict enhanced beech growth in European mountains under climate change scenarios: A multimodel approach",
volume = "888",
doi = "10.1016/j.scitotenv.2023.164123",
url = "conv_931"
}

Bosela, M., Rubio-Cuadrado, A., Marcis, P., Merganicova, K., Fleischer, P. Jr., Forrester, D. I., Uhl, E., Avdagić, A., Bellan, M., Bielak, K., Bravo, F., Coll, L., Cseke, K., del Rio, M., Dinca, L., Dobor, L., Drozdowski, S., Giammarchi, F., Gomoryova, E., Ibrahimspahić, A., Kasanin-Grubin, M., Klopcić, M., Kurylyak, V., Montes, F., Pach, M., Ruiz-Peinado, R., Skrzyszewski, J., Stajić, B., Stojanović, D., Svoboda, M., Tonon, G., Versace, S., Mitrović, S., Zlatanov, T., Pretzsch, H.,& Tognetti, R.. (2023). Empirical and process-based models predict enhanced beech growth in European mountains under climate change scenarios: A multimodel approach. in Science of the Total Environment, 888.
https://doi.org/10.1016/j.scitotenv.2023.164123
conv_931

Bosela M, Rubio-Cuadrado A, Marcis P, Merganicova K, Fleischer PJ, Forrester DI, Uhl E, Avdagić A, Bellan M, Bielak K, Bravo F, Coll L, Cseke K, del Rio M, Dinca L, Dobor L, Drozdowski S, Giammarchi F, Gomoryova E, Ibrahimspahić A, Kasanin-Grubin M, Klopcić M, Kurylyak V, Montes F, Pach M, Ruiz-Peinado R, Skrzyszewski J, Stajić B, Stojanović D, Svoboda M, Tonon G, Versace S, Mitrović S, Zlatanov T, Pretzsch H, Tognetti R. Empirical and process-based models predict enhanced beech growth in European mountains under climate change scenarios: A multimodel approach. in Science of the Total Environment. 2023;888.
doi:10.1016/j.scitotenv.2023.164123
conv_931 .

Bosela, Michal, Rubio-Cuadrado, Alvaro, Marcis, Peter, Merganicova, Katarina, Fleischer, Peter, Jr., Forrester, David I., Uhl, Enno, Avdagić, Admir, Bellan, Michal, Bielak, Kamil, Bravo, Felipe, Coll, Lluis, Cseke, Klara, del Rio, Miren, Dinca, Lucian, Dobor, Laura, Drozdowski, Stanislaw, Giammarchi, Francesco, Gomoryova, Erika, Ibrahimspahić, Aida, Kasanin-Grubin, Milica, Klopcić, Matija, Kurylyak, Viktor, Montes, Fernando, Pach, Maciej, Ruiz-Peinado, Ricardo, Skrzyszewski, Jerzy, Stajić, Branko, Stojanović, Dejan, Svoboda, Miroslav, Tonon, Giustino, Versace, Soraya, Mitrović, Suzana, Zlatanov, Tzvetan, Pretzsch, Hans, Tognetti, Roberto, "Empirical and process-based models predict enhanced beech growth in European mountains under climate change scenarios: A multimodel approach" in Science of the Total Environment, 888 (2023),
https://doi.org/10.1016/j.scitotenv.2023.164123 .,
conv_931 .

TY  - JOUR
AU  - del Castillo, Edurne Martinez
AU  - Zang, Christian
AU  - Buras, Allan
AU  - Hacket-Pain, Andrew
AU  - Esper, Jan
AU  - Serrano-Notivoli, Roberto
AU  - Hartl, Claudia
AU  - Weigel, Robert
AU  - Klesse, Stefan
AU  - Resco de Dios, Victor
AU  - Scharnweber, Tobias
AU  - Dorado-Linan, Isabel
AU  - Van der Maaten-Theunissen, Marieke
AU  - van der Maaten, Ernst
AU  - Jump, Alistair
AU  - Mikac, Sjepan
AU  - Banzragch, Bat-Enerel
AU  - Beck, Wolfgang
AU  - Cavin, Liam
AU  - Claessens, Hugues
AU  - Cada, Vojtech
AU  - Cufar, Katarina
AU  - Dulamsuren, Choimaa
AU  - Gricar, Jozica
AU  - Gil-Pelegrin, Eustaquio
AU  - Janda, Pavel
AU  - Kazimirović, Marko
AU  - Kreyling, Juergen
AU  - Latte, Nicolas
AU  - Leuschner, Christoph
AU  - Alberto Longares, Luis
AU  - Menzel, Annette
AU  - Merela, Maks
AU  - Motta, Renzo
AU  - Muffler, Lena
AU  - Nola, Paola
AU  - Petritan, Any Mary
AU  - Petritan, Ion Catalin
AU  - Prislan, Peter
AU  - Rubio-Cuadrado, Alvaro
AU  - Rydval, Miloš
AU  - Stajić, Branko
AU  - Svoboda, Miroslav
AU  - Toromani, Elvin
AU  - Trotsiuk, Volodymyr
AU  - Wilmking, Martin
AU  - Zlatanov, Tzvetan
AU  - de Luis, Martin
PY  - 2022
UR  - https://omorika.sfb.bg.ac.rs/handle/123456789/1347
AB  - The growth of past, present, and future forests was, is and will be affected by climate variability. This multifaceted relationship has been assessed in several regional studies, but spatially resolved, large-scale analyses are largely missing so far. Here we estimate recent changes in growth of 5800 beech trees (Fagus sylvatica L.) from 324 sites, representing the full geographic and climatic range of species. Future growth trends were predicted considering state-of-the-art climate scenarios. The validated models indicate growth declines across large region of the distribution in recent decades, and project severe future growth declines ranging from -20% to more than -50% by 2090, depending on the region and climate change scenario (i.e. CMIP6 SSP1-2.6 and SSP5-8.5). Forecasted forest productivity losses are most striking towards the southern distribution limit of Fagus sylvatica, in regions where persisting atmospheric high-pressure systems are expected to increase drought severity. The projected 21(st) century growth changes across Europe indicate serious ecological and economic consequences that require immediate forest adaptation. Tree ring data from a network of beech tree stands across Europe show evidence for a recent growth decline from 1986-2016 and project up to 50% growth reductions in some areas of Europe with future climate change.
T2  - Communications Biology
T1  - Climate-change-driven growth decline of European beech forests
IS  - 1
VL  - 5
DO  - 10.1038/s42003-022-03107-3
UR  - conv_1619
ER  - 

@article{
author = "del Castillo, Edurne Martinez and Zang, Christian and Buras, Allan and Hacket-Pain, Andrew and Esper, Jan and Serrano-Notivoli, Roberto and Hartl, Claudia and Weigel, Robert and Klesse, Stefan and Resco de Dios, Victor and Scharnweber, Tobias and Dorado-Linan, Isabel and Van der Maaten-Theunissen, Marieke and van der Maaten, Ernst and Jump, Alistair and Mikac, Sjepan and Banzragch, Bat-Enerel and Beck, Wolfgang and Cavin, Liam and Claessens, Hugues and Cada, Vojtech and Cufar, Katarina and Dulamsuren, Choimaa and Gricar, Jozica and Gil-Pelegrin, Eustaquio and Janda, Pavel and Kazimirović, Marko and Kreyling, Juergen and Latte, Nicolas and Leuschner, Christoph and Alberto Longares, Luis and Menzel, Annette and Merela, Maks and Motta, Renzo and Muffler, Lena and Nola, Paola and Petritan, Any Mary and Petritan, Ion Catalin and Prislan, Peter and Rubio-Cuadrado, Alvaro and Rydval, Miloš and Stajić, Branko and Svoboda, Miroslav and Toromani, Elvin and Trotsiuk, Volodymyr and Wilmking, Martin and Zlatanov, Tzvetan and de Luis, Martin",
year = "2022",
abstract = "The growth of past, present, and future forests was, is and will be affected by climate variability. This multifaceted relationship has been assessed in several regional studies, but spatially resolved, large-scale analyses are largely missing so far. Here we estimate recent changes in growth of 5800 beech trees (Fagus sylvatica L.) from 324 sites, representing the full geographic and climatic range of species. Future growth trends were predicted considering state-of-the-art climate scenarios. The validated models indicate growth declines across large region of the distribution in recent decades, and project severe future growth declines ranging from -20% to more than -50% by 2090, depending on the region and climate change scenario (i.e. CMIP6 SSP1-2.6 and SSP5-8.5). Forecasted forest productivity losses are most striking towards the southern distribution limit of Fagus sylvatica, in regions where persisting atmospheric high-pressure systems are expected to increase drought severity. The projected 21(st) century growth changes across Europe indicate serious ecological and economic consequences that require immediate forest adaptation. Tree ring data from a network of beech tree stands across Europe show evidence for a recent growth decline from 1986-2016 and project up to 50% growth reductions in some areas of Europe with future climate change.",
journal = "Communications Biology",
title = "Climate-change-driven growth decline of European beech forests",
number = "1",
volume = "5",
doi = "10.1038/s42003-022-03107-3",
url = "conv_1619"
}

del Castillo, E. M., Zang, C., Buras, A., Hacket-Pain, A., Esper, J., Serrano-Notivoli, R., Hartl, C., Weigel, R., Klesse, S., Resco de Dios, V., Scharnweber, T., Dorado-Linan, I., Van der Maaten-Theunissen, M., van der Maaten, E., Jump, A., Mikac, S., Banzragch, B., Beck, W., Cavin, L., Claessens, H., Cada, V., Cufar, K., Dulamsuren, C., Gricar, J., Gil-Pelegrin, E., Janda, P., Kazimirović, M., Kreyling, J., Latte, N., Leuschner, C., Alberto Longares, L., Menzel, A., Merela, M., Motta, R., Muffler, L., Nola, P., Petritan, A. M., Petritan, I. C., Prislan, P., Rubio-Cuadrado, A., Rydval, M., Stajić, B., Svoboda, M., Toromani, E., Trotsiuk, V., Wilmking, M., Zlatanov, T.,& de Luis, M.. (2022). Climate-change-driven growth decline of European beech forests. in Communications Biology, 5(1).
https://doi.org/10.1038/s42003-022-03107-3
conv_1619

del Castillo EM, Zang C, Buras A, Hacket-Pain A, Esper J, Serrano-Notivoli R, Hartl C, Weigel R, Klesse S, Resco de Dios V, Scharnweber T, Dorado-Linan I, Van der Maaten-Theunissen M, van der Maaten E, Jump A, Mikac S, Banzragch B, Beck W, Cavin L, Claessens H, Cada V, Cufar K, Dulamsuren C, Gricar J, Gil-Pelegrin E, Janda P, Kazimirović M, Kreyling J, Latte N, Leuschner C, Alberto Longares L, Menzel A, Merela M, Motta R, Muffler L, Nola P, Petritan AM, Petritan IC, Prislan P, Rubio-Cuadrado A, Rydval M, Stajić B, Svoboda M, Toromani E, Trotsiuk V, Wilmking M, Zlatanov T, de Luis M. Climate-change-driven growth decline of European beech forests. in Communications Biology. 2022;5(1).
doi:10.1038/s42003-022-03107-3
conv_1619 .

del Castillo, Edurne Martinez, Zang, Christian, Buras, Allan, Hacket-Pain, Andrew, Esper, Jan, Serrano-Notivoli, Roberto, Hartl, Claudia, Weigel, Robert, Klesse, Stefan, Resco de Dios, Victor, Scharnweber, Tobias, Dorado-Linan, Isabel, Van der Maaten-Theunissen, Marieke, van der Maaten, Ernst, Jump, Alistair, Mikac, Sjepan, Banzragch, Bat-Enerel, Beck, Wolfgang, Cavin, Liam, Claessens, Hugues, Cada, Vojtech, Cufar, Katarina, Dulamsuren, Choimaa, Gricar, Jozica, Gil-Pelegrin, Eustaquio, Janda, Pavel, Kazimirović, Marko, Kreyling, Juergen, Latte, Nicolas, Leuschner, Christoph, Alberto Longares, Luis, Menzel, Annette, Merela, Maks, Motta, Renzo, Muffler, Lena, Nola, Paola, Petritan, Any Mary, Petritan, Ion Catalin, Prislan, Peter, Rubio-Cuadrado, Alvaro, Rydval, Miloš, Stajić, Branko, Svoboda, Miroslav, Toromani, Elvin, Trotsiuk, Volodymyr, Wilmking, Martin, Zlatanov, Tzvetan, de Luis, Martin, "Climate-change-driven growth decline of European beech forests" in Communications Biology, 5, no. 1 (2022),
https://doi.org/10.1038/s42003-022-03107-3 .,
conv_1619 .

TY  - JOUR
AU  - Pretzsch, Hans
AU  - Hilmers, Torben
AU  - Uhl, Enno
AU  - Bielak, Kamil
AU  - Bosela, Michal
AU  - del Rio, Miren
AU  - Dobor, Laura
AU  - Forrester, David I.
AU  - Nagel, Thomas A.
AU  - Pach, Maciej
AU  - Avdagić, Admir
AU  - Bellan, Michal
AU  - Binder, Franz
AU  - Boncina, Andrej
AU  - Bravo, Felipe
AU  - de-Dios-Garcia, Javier
AU  - Dinca, Lucian
AU  - Drozdowski, Stanislaw
AU  - Giammarchi, Francesco
AU  - Hoehn, Maria
AU  - Ibrahimspahić, Aida
AU  - Jaworski, Andrzej
AU  - Klopcić, Matija
AU  - Kurylyak, Viktor
AU  - Levesque, Mathieu
AU  - Lombardi, Fabio
AU  - Matović, Bratislav
AU  - Ordonez, Cristobal
AU  - Petras, Rudolf
AU  - Rubio-Cuadrado, Alvaro
AU  - Stojanović, Dejan
AU  - Skrzyszewski, Jerzy
AU  - Stajić, Branko
AU  - Svoboda, Miroslav
AU  - Versace, Soraya
AU  - Zlatanov, Tzvetan
AU  - Tognetti, Roberto
PY  - 2021
UR  - https://omorika.sfb.bg.ac.rs/handle/123456789/1170
AB  - Recent studies show that several tree species are spreading to higher latitudes and elevations due to climate change. European beech, presently dominating from the colline to the subalpine vegetation belt, is already present in upper montane subalpine forests and has a high potential to further advance to higher elevations in European mountain forests, where the temperature is predicted to further increase in the near future. Although essential for adaptive silviculture, it remains unknown whether the upward shift of beech could be assisted when it is mixed with Norway spruce or silver fir compared with mono-specific stands, as the species interactions under such conditions are hardly known. In this study, we posed the general hypotheses that the growth depending on age of European beech in mountain forests was similar in mono-specific and mixed-species stands and remained stable over time and space in the last two centuries. The scrutiny of these hypotheses was based on increment coring of 1240 dominant beech trees in 45 plots in mono-specific stands of beech and in 46 mixed mountain forests. We found that (i) on average, mean tree diameter increased linearly with age. The age trend was linear in both forest types, but the slope of the age-growth relationship was higher in mono-specific than in mixed mountain forests. (ii) Beech growth in mono-specific stands was stronger reduced with increasing elevation than that in mixed-species stands. (iii) Beech growth in mono-specific stands was on average higher than beech growth in mixed stands. However, at elevations  gt  1200 m, growth of beech in mixed stands was higher than that in mono-specific stands. Differences in the growth patterns among elevation zones are less pronounced now than in the past, in both mono-specific and mixed stands. As the higher and longer persisting growth rates extend the flexibility of suitable ages or size for tree harvest and removal, the longer-lasting growth may be of special relevance for multi-aged silviculture concepts. On top of their function for structure and habitat improvement, the remaining old trees may grow more in mass and value than assumed so far.
T2  - European Journal of Forest Research
T1  - European beech stem diameter grows better in mixed than in mono-specific stands at the edge of its distribution in mountain forests
EP  - 145
IS  - 1
SP  - 127
VL  - 140
DO  - 10.1007/s10342-020-01319-y
UR  - conv_929
ER  - 

@article{
author = "Pretzsch, Hans and Hilmers, Torben and Uhl, Enno and Bielak, Kamil and Bosela, Michal and del Rio, Miren and Dobor, Laura and Forrester, David I. and Nagel, Thomas A. and Pach, Maciej and Avdagić, Admir and Bellan, Michal and Binder, Franz and Boncina, Andrej and Bravo, Felipe and de-Dios-Garcia, Javier and Dinca, Lucian and Drozdowski, Stanislaw and Giammarchi, Francesco and Hoehn, Maria and Ibrahimspahić, Aida and Jaworski, Andrzej and Klopcić, Matija and Kurylyak, Viktor and Levesque, Mathieu and Lombardi, Fabio and Matović, Bratislav and Ordonez, Cristobal and Petras, Rudolf and Rubio-Cuadrado, Alvaro and Stojanović, Dejan and Skrzyszewski, Jerzy and Stajić, Branko and Svoboda, Miroslav and Versace, Soraya and Zlatanov, Tzvetan and Tognetti, Roberto",
year = "2021",
abstract = "Recent studies show that several tree species are spreading to higher latitudes and elevations due to climate change. European beech, presently dominating from the colline to the subalpine vegetation belt, is already present in upper montane subalpine forests and has a high potential to further advance to higher elevations in European mountain forests, where the temperature is predicted to further increase in the near future. Although essential for adaptive silviculture, it remains unknown whether the upward shift of beech could be assisted when it is mixed with Norway spruce or silver fir compared with mono-specific stands, as the species interactions under such conditions are hardly known. In this study, we posed the general hypotheses that the growth depending on age of European beech in mountain forests was similar in mono-specific and mixed-species stands and remained stable over time and space in the last two centuries. The scrutiny of these hypotheses was based on increment coring of 1240 dominant beech trees in 45 plots in mono-specific stands of beech and in 46 mixed mountain forests. We found that (i) on average, mean tree diameter increased linearly with age. The age trend was linear in both forest types, but the slope of the age-growth relationship was higher in mono-specific than in mixed mountain forests. (ii) Beech growth in mono-specific stands was stronger reduced with increasing elevation than that in mixed-species stands. (iii) Beech growth in mono-specific stands was on average higher than beech growth in mixed stands. However, at elevations  gt  1200 m, growth of beech in mixed stands was higher than that in mono-specific stands. Differences in the growth patterns among elevation zones are less pronounced now than in the past, in both mono-specific and mixed stands. As the higher and longer persisting growth rates extend the flexibility of suitable ages or size for tree harvest and removal, the longer-lasting growth may be of special relevance for multi-aged silviculture concepts. On top of their function for structure and habitat improvement, the remaining old trees may grow more in mass and value than assumed so far.",
journal = "European Journal of Forest Research",
title = "European beech stem diameter grows better in mixed than in mono-specific stands at the edge of its distribution in mountain forests",
pages = "145-127",
number = "1",
volume = "140",
doi = "10.1007/s10342-020-01319-y",
url = "conv_929"
}

Pretzsch, H., Hilmers, T., Uhl, E., Bielak, K., Bosela, M., del Rio, M., Dobor, L., Forrester, D. I., Nagel, T. A., Pach, M., Avdagić, A., Bellan, M., Binder, F., Boncina, A., Bravo, F., de-Dios-Garcia, J., Dinca, L., Drozdowski, S., Giammarchi, F., Hoehn, M., Ibrahimspahić, A., Jaworski, A., Klopcić, M., Kurylyak, V., Levesque, M., Lombardi, F., Matović, B., Ordonez, C., Petras, R., Rubio-Cuadrado, A., Stojanović, D., Skrzyszewski, J., Stajić, B., Svoboda, M., Versace, S., Zlatanov, T.,& Tognetti, R.. (2021). European beech stem diameter grows better in mixed than in mono-specific stands at the edge of its distribution in mountain forests. in European Journal of Forest Research, 140(1), 127-145.
https://doi.org/10.1007/s10342-020-01319-y
conv_929

Pretzsch H, Hilmers T, Uhl E, Bielak K, Bosela M, del Rio M, Dobor L, Forrester DI, Nagel TA, Pach M, Avdagić A, Bellan M, Binder F, Boncina A, Bravo F, de-Dios-Garcia J, Dinca L, Drozdowski S, Giammarchi F, Hoehn M, Ibrahimspahić A, Jaworski A, Klopcić M, Kurylyak V, Levesque M, Lombardi F, Matović B, Ordonez C, Petras R, Rubio-Cuadrado A, Stojanović D, Skrzyszewski J, Stajić B, Svoboda M, Versace S, Zlatanov T, Tognetti R. European beech stem diameter grows better in mixed than in mono-specific stands at the edge of its distribution in mountain forests. in European Journal of Forest Research. 2021;140(1):127-145.
doi:10.1007/s10342-020-01319-y
conv_929 .

Pretzsch, Hans, Hilmers, Torben, Uhl, Enno, Bielak, Kamil, Bosela, Michal, del Rio, Miren, Dobor, Laura, Forrester, David I., Nagel, Thomas A., Pach, Maciej, Avdagić, Admir, Bellan, Michal, Binder, Franz, Boncina, Andrej, Bravo, Felipe, de-Dios-Garcia, Javier, Dinca, Lucian, Drozdowski, Stanislaw, Giammarchi, Francesco, Hoehn, Maria, Ibrahimspahić, Aida, Jaworski, Andrzej, Klopcić, Matija, Kurylyak, Viktor, Levesque, Mathieu, Lombardi, Fabio, Matović, Bratislav, Ordonez, Cristobal, Petras, Rudolf, Rubio-Cuadrado, Alvaro, Stojanović, Dejan, Skrzyszewski, Jerzy, Stajić, Branko, Svoboda, Miroslav, Versace, Soraya, Zlatanov, Tzvetan, Tognetti, Roberto, "European beech stem diameter grows better in mixed than in mono-specific stands at the edge of its distribution in mountain forests" in European Journal of Forest Research, 140, no. 1 (2021):127-145,
https://doi.org/10.1007/s10342-020-01319-y .,
conv_929 .