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3 results on '"Klopcic, Matija [0000-0003-2619-9073]"'

1. Empirical and process-based models predict enhanced beech growth in European mountains under climate change scenarios: A multimodel approach

Author

Slovak Research and Development Agency, Slovenian Research Agency, Ministry of Civil Affairs of Bosnia and Herzegovina, Junta de Castilla y León, European Commission, Universidad Politécnica de Madrid, Ministry of Education, Science and Technological Development (Serbia), Ministry of Education and Science (Bulgaria), Bosela, Michal [0000-0001-6706-8614], Rubio-Cuadrado, Álvaro [0000-0001-5299-6063], Marcis, Peter [0000-0001-5143-3509], Merganičová, Katarina [0000-0003-4380-7472], Forrester, David I. [0000-0003-4546-3554], Uhl, Enno [0000-0002-7847-923X], Avdagić, Admir [0000-0001-5866-6946], Bellan, Michal [0000-0001-9602-4629], Bielak, Kamil [0000-0002-1327-4911], Bravo, Felipe [0000-0001-7348-6695], Coll, Lluís [0000-0002-8035-5949], Cseke, Klára [0000-0002-1728-5167], Río, Miren del [0000-0001-7496-3713], Dinca, Lucian [0000-0003-0399-3688], Dobor, Laura [0000-0001-6712-9827], Drozdowski, Stanisław [0000-0002-1253-7281], Giammarchi, Francesco [0000-0003-3999-3583], Gömöryová, Erika [0000-0002-0374-1168], Ibrahimspahić, Aida [0000-0002-2682-6463], Kašanin-Grubin, Milica [0000-0002-7764-2509], Klopcic, Matija [0000-0003-2619-9073], Kurylyak, Viktor [0000-0002-8647-6514], Montes, Fernando [0000-0001-5859-8533], Pach, Maciej [0000-0002-9833-867X], Ruiz-Peinado, Ricardo [0000-0003-0126-1651], Skrzyszewski, Jerzy [0000-0003-4330-5827], Stajić, Branko [0000-0001-8542-3173], Stojanovic, Dejan [0000-0003-2967-2049], Svoboda, Miroslav [0000-0003-4050-3422], Tonon, Giustino [0000-0002-4851-0662], Mitrovic, Suzana [0000-0003-1855-4418], Zlatanov, Tzvetan [0000-0003-4205-3429], Pretzsch, Hans [0000-0002-4958-1868], Tognetti, Roberto [0000-0002-7771-6176], Bosela, Michal, Rubio-Cuadrado, Álvaro, Marcis, Peter, Merganičová, Katarina, Fleischer, Peter, Forrester, David I., Uhl, Enno, Avdagić, Admir, Bellan, Michal, Bielak, Kamil, Bravo, Felipe, Coll, Lluís, Cseke, Klára, Río, Miren del, Dinca, Lucian, Dobor, Laura, Drozdowski, Stanisław, Giammarchi, Francesco, Gömöryová, Erika, Ibrahimspahić, Aida, Kašanin-Grubin, Milica, Klopcic, Matija, Kurylyak, Viktor, Montes, Fernando, Pach, Maciej, Ruiz-Peinado, Ricardo, Skrzyszewski, Jerzy, Stajić, Branko, Stojanovic, Dejan, Svoboda, Miroslav, Tonon, Giustino, Versace, Soraya, Mitrovic, Suzana, Zlatanov, Tzvetan, Pretzsch, Hans, Tognetti, Roberto, Slovak Research and Development Agency, Slovenian Research Agency, Ministry of Civil Affairs of Bosnia and Herzegovina, Junta de Castilla y León, European Commission, Universidad Politécnica de Madrid, Ministry of Education, Science and Technological Development (Serbia), Ministry of Education and Science (Bulgaria), Bosela, Michal [0000-0001-6706-8614], Rubio-Cuadrado, Álvaro [0000-0001-5299-6063], Marcis, Peter [0000-0001-5143-3509], Merganičová, Katarina [0000-0003-4380-7472], Forrester, David I. [0000-0003-4546-3554], Uhl, Enno [0000-0002-7847-923X], Avdagić, Admir [0000-0001-5866-6946], Bellan, Michal [0000-0001-9602-4629], Bielak, Kamil [0000-0002-1327-4911], Bravo, Felipe [0000-0001-7348-6695], Coll, Lluís [0000-0002-8035-5949], Cseke, Klára [0000-0002-1728-5167], Río, Miren del [0000-0001-7496-3713], Dinca, Lucian [0000-0003-0399-3688], Dobor, Laura [0000-0001-6712-9827], Drozdowski, Stanisław [0000-0002-1253-7281], Giammarchi, Francesco [0000-0003-3999-3583], Gömöryová, Erika [0000-0002-0374-1168], Ibrahimspahić, Aida [0000-0002-2682-6463], Kašanin-Grubin, Milica [0000-0002-7764-2509], Klopcic, Matija [0000-0003-2619-9073], Kurylyak, Viktor [0000-0002-8647-6514], Montes, Fernando [0000-0001-5859-8533], Pach, Maciej [0000-0002-9833-867X], Ruiz-Peinado, Ricardo [0000-0003-0126-1651], Skrzyszewski, Jerzy [0000-0003-4330-5827], Stajić, Branko [0000-0001-8542-3173], Stojanovic, Dejan [0000-0003-2967-2049], Svoboda, Miroslav [0000-0003-4050-3422], Tonon, Giustino [0000-0002-4851-0662], Mitrovic, Suzana [0000-0003-1855-4418], Zlatanov, Tzvetan [0000-0003-4205-3429], Pretzsch, Hans [0000-0002-4958-1868], Tognetti, Roberto [0000-0002-7771-6176], Bosela, Michal, Rubio-Cuadrado, Álvaro, Marcis, Peter, Merganičová, Katarina, Fleischer, Peter, Forrester, David I., Uhl, Enno, Avdagić, Admir, Bellan, Michal, Bielak, Kamil, Bravo, Felipe, Coll, Lluís, Cseke, Klára, Río, Miren del, Dinca, Lucian, Dobor, Laura, Drozdowski, Stanisław, Giammarchi, Francesco, Gömöryová, Erika, Ibrahimspahić, Aida, Kašanin-Grubin, Milica, Klopcic, Matija, Kurylyak, Viktor, Montes, Fernando, Pach, Maciej, Ruiz-Peinado, Ricardo, Skrzyszewski, Jerzy, Stajić, Branko, Stojanovic, Dejan, Svoboda, Miroslav, Tonon, Giustino, Versace, Soraya, Mitrovic, Suzana, Zlatanov, Tzvetan, Pretzsch, Hans, and Tognetti, Roberto

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 environmental 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 addition, 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 explanatory 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 empirical 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 substantial effect on final results, particularly if they are limiting factors. Hence, future development of process-based models may build upon our findi

Published
2023

2. Soil erodibility in european mountain beech forests

Author

Ministry of Education, Science and Technological Development (Serbia), Slovak Research and Development Agency, Bulgarian National Science Fund, Ministry of Civil Affairs of Bosnia and Herzegovina, Kašanin-Grubin, Milica [0000-0002-7764-2509], Hukic, Emira [0000-0002-5209-637X], Bellan, Michal [0000-0001-9602-4629], Bialek, Kamil [0000-0002-9982-1145], Bosela, Michal [0000-0001-6706-8614], Coll, Lluis [0000-0002-8035-5949], Czacharowski, Marcin [0000-0001-7873-3149], Gajica, Gordana [0000-0002-7875-8984], Giammarchi, Francesco [0000-0003-3999-3583], Gömöryová, Erika [0000-0002-0374-1168], del Rio, Miren [0000-0001-7496-3713], Dinca, Lucian [0000-0003-0399-3688], Mracevic, Svetlana Dogo [0000-0002-8258-7401], Klopcic, Matija [0000-0003-2619-9073], Mitrovic, Suzana [0000-0003-1855-4418], Pach, Maciej [0000-0002-9833-867X], Randjelović, Dragana [0000-0001-6608-5041], Ruiz-Peinado, Ricardo [0000-0003-0126-1651], Skrzyszewski, Jerzy [0000-0003-4330-5827], Orlić, Jovana [0000-0002-0338-2441], Štrbac, Snežana [0000-0001-6596-890X], Stojadinovic, Sanja [0000-0002-7848-0580], Tonon, Giustino [000-0002-4851-0662], Tosti, Tomislav [0000-0002-1403-4688], Uhl, Enno [0000-0002-7847-923X], Veselinovic, Gorica [000-0001-6939-451X], Tognetti, Roberto [0000-0002-7771-6176]], Kašanin-Grubin, Milica, Hukic, Emira, Bellan, Michal, Bialek, Kamil, Bosela, Michal, Coll, Lluís, Czacharowski, Marcin, Gajica, Gordana, Giammarchi, Francesco, Gömöryová, Erika, Río, Miren del, Dinca, Lucian, Mracevic, Svetlana Dogo, Klopcic, Matija, Mitrovic, Suzana, Pach, Maciej, Randjelović, Dragana, Ruiz-Peinado, Ricardo, Skrzyszewski, Jerzy, Orlić, Jovana, Štrbac, Snežana, Stojadinovic, Sanja, Tonon, Giustino, Tosti, Tomislav, Uhl, Enno, Veselinovic, Gorica, Veselinovic, Milorad, Zlatanov, Tzvetan, Tognetti, Roberto, Ministry of Education, Science and Technological Development (Serbia), Slovak Research and Development Agency, Bulgarian National Science Fund, Ministry of Civil Affairs of Bosnia and Herzegovina, Kašanin-Grubin, Milica [0000-0002-7764-2509], Hukic, Emira [0000-0002-5209-637X], Bellan, Michal [0000-0001-9602-4629], Bialek, Kamil [0000-0002-9982-1145], Bosela, Michal [0000-0001-6706-8614], Coll, Lluis [0000-0002-8035-5949], Czacharowski, Marcin [0000-0001-7873-3149], Gajica, Gordana [0000-0002-7875-8984], Giammarchi, Francesco [0000-0003-3999-3583], Gömöryová, Erika [0000-0002-0374-1168], del Rio, Miren [0000-0001-7496-3713], Dinca, Lucian [0000-0003-0399-3688], Mracevic, Svetlana Dogo [0000-0002-8258-7401], Klopcic, Matija [0000-0003-2619-9073], Mitrovic, Suzana [0000-0003-1855-4418], Pach, Maciej [0000-0002-9833-867X], Randjelović, Dragana [0000-0001-6608-5041], Ruiz-Peinado, Ricardo [0000-0003-0126-1651], Skrzyszewski, Jerzy [0000-0003-4330-5827], Orlić, Jovana [0000-0002-0338-2441], Štrbac, Snežana [0000-0001-6596-890X], Stojadinovic, Sanja [0000-0002-7848-0580], Tonon, Giustino [000-0002-4851-0662], Tosti, Tomislav [0000-0002-1403-4688], Uhl, Enno [0000-0002-7847-923X], Veselinovic, Gorica [000-0001-6939-451X], Tognetti, Roberto [0000-0002-7771-6176]], Kašanin-Grubin, Milica, Hukic, Emira, Bellan, Michal, Bialek, Kamil, Bosela, Michal, Coll, Lluís, Czacharowski, Marcin, Gajica, Gordana, Giammarchi, Francesco, Gömöryová, Erika, Río, Miren del, Dinca, Lucian, Mracevic, Svetlana Dogo, Klopcic, Matija, Mitrovic, Suzana, Pach, Maciej, Randjelović, Dragana, Ruiz-Peinado, Ricardo, Skrzyszewski, Jerzy, Orlić, Jovana, Štrbac, Snežana, Stojadinovic, Sanja, Tonon, Giustino, Tosti, Tomislav, Uhl, Enno, Veselinovic, Gorica, Veselinovic, Milorad, Zlatanov, Tzvetan, and Tognetti, Roberto

Abstract

Forests in Europe are currently not endangered by soil erosion. However, this can change with climate change or with intensified forest management practices. Using a newly established network of plots in beech forests across Europe, the aims of this study were to (i) distinguish soil properties and erodibility indices in relation to bedrock, (ii) determine geochemical properties and organic carbon (Corg ) influencing erodibility, and (iii) assess the effect of soil depth on erodibility indices. Seventy-six soil samples from 20 beech forests were collected in 11 countries to quantify soil properties influencing erodibility indices: clay ratio, modified clay ratio, sodium adsorption ratio, and oxides ratio. The results indicate that the dominant soil properties, determined by bedrock, that correlate with forest soil erodibility indices are Corg, pH, electrical conductivity, calcium and sodium ions concentrations, total water-soluble cations, and the percentage of sand. According to the tested indices, soil susceptibility to erosion follows the order granite > andesite > sandstone > quartzite > limestone. Deeper soil horizons on granite are more susceptible to erosion than surface horizons are, but this is not the case for soils on limestones. In conclusion, forest management should consider the predisposition of different soil types to erosion.

Published
2021

3. The productivity of mixed mountain forests comprised of Fagus sylvatica, Picea abies, and Abies alba across Europe

Author

Ministry of Science and Higher Education (Poland), Hilmers, Torben [0000-0002-4982-8867], Avdagić, Admir [0000-0001-5866-6946], Bartkowicz, Leszek [0000-0001-8989-6795], Bielak, Kamil [0000-0002-1327-4911], Binder, Franz [0000-0002-5534-4594], Dobor, Laura [0000-0001-6712-9827], Forrester, David I. [0000-0003-4546-3554], Hobi, Martina L. [0000-0003-3537-9738], Ibrahimspahić, Aida [0000-0002-2682-6463], Klopcic, Matija [0000-0003-2619-9073], Matović, Bratislav [0000-0002-4664-6355], Nagel, Thomas A. [0000-0002-4207-9218], Petráš, Rudolf [0000-0001-9229-7806], Río, Miren del [0000-0001-7496-3713], Stajić, Branko [0000-0001-8542-3173], Uhl, Enno [0000-0002-7847-923X], Zlatanov, Tzvetan [0000-0003-4205-3429], Tognetti, Roberto [0000-0002-7771-6176], Pretzsch, Hans [0000-0002-4958-1868], Hilmers, Torben, Avdagić, Admir, Bartkowicz, Leszek, Bielak, Kamil, Binder, Franz, Bonina, Andrej, Dobor, Laura, Forrester, David I., Hobi, Martina L., Ibrahimspahić, Aida, Jaworski, Andrzej, Klopcic, Matija, Matović, Bratislav, Nagel, Thomas A., Petráš, Rudolf, Río, Miren del, Stajić, Branko, Uhl, Enno, Zlatanov, Tzvetan, Tognetti, Roberto, Pretzsch, Hans, Ministry of Science and Higher Education (Poland), Hilmers, Torben [0000-0002-4982-8867], Avdagić, Admir [0000-0001-5866-6946], Bartkowicz, Leszek [0000-0001-8989-6795], Bielak, Kamil [0000-0002-1327-4911], Binder, Franz [0000-0002-5534-4594], Dobor, Laura [0000-0001-6712-9827], Forrester, David I. [0000-0003-4546-3554], Hobi, Martina L. [0000-0003-3537-9738], Ibrahimspahić, Aida [0000-0002-2682-6463], Klopcic, Matija [0000-0003-2619-9073], Matović, Bratislav [0000-0002-4664-6355], Nagel, Thomas A. [0000-0002-4207-9218], Petráš, Rudolf [0000-0001-9229-7806], Río, Miren del [0000-0001-7496-3713], Stajić, Branko [0000-0001-8542-3173], Uhl, Enno [0000-0002-7847-923X], Zlatanov, Tzvetan [0000-0003-4205-3429], Tognetti, Roberto [0000-0002-7771-6176], Pretzsch, Hans [0000-0002-4958-1868], Hilmers, Torben, Avdagić, Admir, Bartkowicz, Leszek, Bielak, Kamil, Binder, Franz, Bonina, Andrej, Dobor, Laura, Forrester, David I., Hobi, Martina L., Ibrahimspahić, Aida, Jaworski, Andrzej, Klopcic, Matija, Matović, Bratislav, Nagel, Thomas A., Petráš, Rudolf, Río, Miren del, Stajić, Branko, Uhl, Enno, Zlatanov, Tzvetan, Tognetti, Roberto, and Pretzsch, Hans

Abstract

Mixed mountain forests of European beech (Fagus sylvatica L.), Norway spruce (Picea abies (L.) Karst), and silver fir (Abies alba Mill.) cover a total area of more than 10 million hectares in Europe. Due to altitudinal zoning, these forests are particularly vulnerable to climate change. However, as little is known about the long-term development of the productivity and the adaptation and mitigation potential of these forest systems in Europe, reliable information on productivity is required for sustainable forest management. Using generalized additive mixed models this study investigated 60 long-term experimental plots and provides information about the productivity of mixed mountain forests across a variety of European mountain areas in a standardized way for the first time. The average periodic annual volume increment (PAI) of these forests amounts to 9.3 m3ha-1y-1. Despite a significant increase in annual mean temperature the PAI has not changed significantly over the last 30 years. However, at the species level, we found significant changes in the growth dynamics. While beech had a PAI of 8.2 m3ha-1y-1 over the entire period (1980-2010), the PAI of spruce dropped significantly from 14.2 to 10.8 m3ha-1y-1, and the PAI of fir rose significantly from 7.2 to 11.3 m3ha-1y-1. Consequently, we observed stable stand volume increments in relation to climate change.

Published
2020

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