Ljubičić, Janko

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Authority KeyName Variants
orcid::0000-0003-1602-7614
  • Ljubičić, Janko (4)
Projects

Author's Bibliography

Dynamic height growth models for highly productive pedunculate oak ( Quercus robur L.) stands: explicit mapping of site index classification in Serbia

Kazimirović, Marko; Stajić, Branko; Petrović, Nenad; Ljubičić, Janko; Košanin, Olivera; Hanewinkel, Marc; Sperlich, Dominik

(2024)

TY  - JOUR
AU  - Kazimirović, Marko
AU  - Stajić, Branko
AU  - Petrović, Nenad
AU  - Ljubičić, Janko
AU  - Košanin, Olivera
AU  - Hanewinkel, Marc
AU  - Sperlich, Dominik
PY  - 2024
UR  - https://omorika.sfb.bg.ac.rs/handle/123456789/1487
AB  - Key message We applied the generalized algebraic difference approach (GADA) to develop dynamic models of height growth for pedunculate oak (Quercus robur L.) in Serbia. According to the dominant heights, the studied region comprises some of Europe's most productive sites for pedunculate oak. Therein, we have generated a map showing the current site index class of stands. Such a map could be used to enhance forest management and evaluate climate change impacts. Context Although sustainable forest management requires reliable prediction of forest site productivity, such indicators are currently unavailable for pedunculate oak sites in Serbia. The site index (SI) curves represent the most commonly used indirect scale for site productivity classification. The dynamic equations derived by the Generalized Algebraic Difference Approach (GADA) are the state-of-the-art approach in growth modeling, but they have not been widely applied for studying the height dynamics of pedunculate oak. Aims The main objectives of this study were to develop the first dynamic site index curves for pedunculate oak in Serbia and subsequently to provide stand-level maps with predicted site indices. Methods We have tested five flexible polymorphic equations with variable asymptotes derived by the GADA approach. Models were calibrated using artificially established growth trajectories obtained from 3636 detailed temporary sample plots. The selection of the most suitable model was accomplished according to (1) quantitative measures of goodness of fit, (2) the analysis of residual scattering, and (3) the biological plausibility of obtained height growth curves. Results After correcting the error terms with a continuous first-order autoregressive structure and conducting a three-stage performance analysis, the GADA dynamic site index model derived from the Hossfeld base equation shows the best overall properties. Insight into the oscillations of relative error suggested that 100 years is the most suitable age for site index referencing. Comparison with existing height growth models revealed greater flexibility and a considerably better representation of the height growth dynamic of pedunculate oak in the studied region. Additionally, we have produced a spatially explicit map showing the expected SI100 for 1907 stands with pedunculate oak within 22 management units. Conclusion Dynamic SI-curves based on GADA will serve forest practitioners to update management plans and serve as a reference point for benchmarking the impact of climate change and for developing adaptation strategies. The utilized approach allowed unbiased estimation of SI100 across all age classes so that the results could be mapped at a broader scale. This study provides the second known application of the dynamic model for pedunculate oak in Europe but the first that includes some of the most productive sites in the species distribution range.
T2  - Annals of Forest Science
T1  - Dynamic height growth models for highly productive pedunculate oak ( Quercus robur L.) stands: explicit mapping of site index classification in Serbia
IS  - 1
VL  - 81
DO  - 10.1186/s13595-024-01231-0
UR  - conv_1776
ER  - 
@article{
author = "Kazimirović, Marko and Stajić, Branko and Petrović, Nenad and Ljubičić, Janko and Košanin, Olivera and Hanewinkel, Marc and Sperlich, Dominik",
year = "2024",
abstract = "Key message We applied the generalized algebraic difference approach (GADA) to develop dynamic models of height growth for pedunculate oak (Quercus robur L.) in Serbia. According to the dominant heights, the studied region comprises some of Europe's most productive sites for pedunculate oak. Therein, we have generated a map showing the current site index class of stands. Such a map could be used to enhance forest management and evaluate climate change impacts. Context Although sustainable forest management requires reliable prediction of forest site productivity, such indicators are currently unavailable for pedunculate oak sites in Serbia. The site index (SI) curves represent the most commonly used indirect scale for site productivity classification. The dynamic equations derived by the Generalized Algebraic Difference Approach (GADA) are the state-of-the-art approach in growth modeling, but they have not been widely applied for studying the height dynamics of pedunculate oak. Aims The main objectives of this study were to develop the first dynamic site index curves for pedunculate oak in Serbia and subsequently to provide stand-level maps with predicted site indices. Methods We have tested five flexible polymorphic equations with variable asymptotes derived by the GADA approach. Models were calibrated using artificially established growth trajectories obtained from 3636 detailed temporary sample plots. The selection of the most suitable model was accomplished according to (1) quantitative measures of goodness of fit, (2) the analysis of residual scattering, and (3) the biological plausibility of obtained height growth curves. Results After correcting the error terms with a continuous first-order autoregressive structure and conducting a three-stage performance analysis, the GADA dynamic site index model derived from the Hossfeld base equation shows the best overall properties. Insight into the oscillations of relative error suggested that 100 years is the most suitable age for site index referencing. Comparison with existing height growth models revealed greater flexibility and a considerably better representation of the height growth dynamic of pedunculate oak in the studied region. Additionally, we have produced a spatially explicit map showing the expected SI100 for 1907 stands with pedunculate oak within 22 management units. Conclusion Dynamic SI-curves based on GADA will serve forest practitioners to update management plans and serve as a reference point for benchmarking the impact of climate change and for developing adaptation strategies. The utilized approach allowed unbiased estimation of SI100 across all age classes so that the results could be mapped at a broader scale. This study provides the second known application of the dynamic model for pedunculate oak in Europe but the first that includes some of the most productive sites in the species distribution range.",
journal = "Annals of Forest Science",
title = "Dynamic height growth models for highly productive pedunculate oak ( Quercus robur L.) stands: explicit mapping of site index classification in Serbia",
number = "1",
volume = "81",
doi = "10.1186/s13595-024-01231-0",
url = "conv_1776"
}
Kazimirović, M., Stajić, B., Petrović, N., Ljubičić, J., Košanin, O., Hanewinkel, M.,& Sperlich, D.. (2024). Dynamic height growth models for highly productive pedunculate oak ( Quercus robur L.) stands: explicit mapping of site index classification in Serbia. in Annals of Forest Science, 81(1).
https://doi.org/10.1186/s13595-024-01231-0
conv_1776
Kazimirović M, Stajić B, Petrović N, Ljubičić J, Košanin O, Hanewinkel M, Sperlich D. Dynamic height growth models for highly productive pedunculate oak ( Quercus robur L.) stands: explicit mapping of site index classification in Serbia. in Annals of Forest Science. 2024;81(1).
doi:10.1186/s13595-024-01231-0
conv_1776 .
Kazimirović, Marko, Stajić, Branko, Petrović, Nenad, Ljubičić, Janko, Košanin, Olivera, Hanewinkel, Marc, Sperlich, Dominik, "Dynamic height growth models for highly productive pedunculate oak ( Quercus robur L.) stands: explicit mapping of site index classification in Serbia" in Annals of Forest Science, 81, no. 1 (2024),
https://doi.org/10.1186/s13595-024-01231-0 .,
conv_1776 .
1
1
1

Environmental and Health Risk Assessment Due to Potentially Toxic Elements in Soil near Former Antimony Mine in Western Serbia

Belanović Simić, Snežana; Miljković, Predrag; Baumgertel, Aleksandar; Lukić, Sara; Ljubičić, Janko; Čakmak, Dragan

(2023)

TY  - JOUR
AU  - Belanović Simić, Snežana
AU  - Miljković, Predrag
AU  - Baumgertel, Aleksandar
AU  - Lukić, Sara
AU  - Ljubičić, Janko
AU  - Čakmak, Dragan
PY  - 2023
UR  - https://omorika.sfb.bg.ac.rs/handle/123456789/1435
AB  - Background: Anthropogenic activities have clearly affected the environment, with irreversible and destructive consequences. Mining activities have a significant negative impact, primarily on soil, and then on human health. The negative impact of the first mining activities is represented even today in the soils of those localities. Research shows that, for different types of mines, the concentrations of potentially toxic elements (PTEs) are high, especially in antimony, multi-metal and lead-zinc mines, which have adverse effects on the environment and then on human health and the economy. A large flood in 2014 in Western Serbia resulted in the breaking of the dam of the processed antimony ore dump of the former antimony mine, causing toxic tailings to spill and pollute the downstream area. Due to this accident, tailings material flooded the area downstream of the dump, and severely affected the local agriculture and population. Methods: Potentially toxic elements content, pollution indices and health indices were determined in soil samples from the flooded area, using referenced methodologies. The sources and routes of pollutants and risks were determined and quantified using statistical principal component analysis, positive matrix factorisation, and a Monte Carlo simulation. Results: The main source of As, Cd, Hg, Pb, Sb and Zn in the upper part of the study area was the tailing material. Based on the pollution indices, about 72% of the studied samples show a high risk of contamination and are mainly distributed immediately downstream of the tailings dump that was spilled due to heavy rainfall. Conclusions: Although the content of the PTEs is high, there is no non-carcinogenic risk for any PTEs except As, for which a threshold risk was determined. There is no carcinogenic risk in the study area.
T2  - Land
T1  - Environmental and Health Risk Assessment Due to Potentially Toxic Elements in Soil near Former Antimony Mine in Western Serbia
IS  - 2
VL  - 12
DO  - 10.3390/land12020421
UR  - conv_1688
ER  - 
@article{
author = "Belanović Simić, Snežana and Miljković, Predrag and Baumgertel, Aleksandar and Lukić, Sara and Ljubičić, Janko and Čakmak, Dragan",
year = "2023",
abstract = "Background: Anthropogenic activities have clearly affected the environment, with irreversible and destructive consequences. Mining activities have a significant negative impact, primarily on soil, and then on human health. The negative impact of the first mining activities is represented even today in the soils of those localities. Research shows that, for different types of mines, the concentrations of potentially toxic elements (PTEs) are high, especially in antimony, multi-metal and lead-zinc mines, which have adverse effects on the environment and then on human health and the economy. A large flood in 2014 in Western Serbia resulted in the breaking of the dam of the processed antimony ore dump of the former antimony mine, causing toxic tailings to spill and pollute the downstream area. Due to this accident, tailings material flooded the area downstream of the dump, and severely affected the local agriculture and population. Methods: Potentially toxic elements content, pollution indices and health indices were determined in soil samples from the flooded area, using referenced methodologies. The sources and routes of pollutants and risks were determined and quantified using statistical principal component analysis, positive matrix factorisation, and a Monte Carlo simulation. Results: The main source of As, Cd, Hg, Pb, Sb and Zn in the upper part of the study area was the tailing material. Based on the pollution indices, about 72% of the studied samples show a high risk of contamination and are mainly distributed immediately downstream of the tailings dump that was spilled due to heavy rainfall. Conclusions: Although the content of the PTEs is high, there is no non-carcinogenic risk for any PTEs except As, for which a threshold risk was determined. There is no carcinogenic risk in the study area.",
journal = "Land",
title = "Environmental and Health Risk Assessment Due to Potentially Toxic Elements in Soil near Former Antimony Mine in Western Serbia",
number = "2",
volume = "12",
doi = "10.3390/land12020421",
url = "conv_1688"
}
Belanović Simić, S., Miljković, P., Baumgertel, A., Lukić, S., Ljubičić, J.,& Čakmak, D.. (2023). Environmental and Health Risk Assessment Due to Potentially Toxic Elements in Soil near Former Antimony Mine in Western Serbia. in Land, 12(2).
https://doi.org/10.3390/land12020421
conv_1688
Belanović Simić S, Miljković P, Baumgertel A, Lukić S, Ljubičić J, Čakmak D. Environmental and Health Risk Assessment Due to Potentially Toxic Elements in Soil near Former Antimony Mine in Western Serbia. in Land. 2023;12(2).
doi:10.3390/land12020421
conv_1688 .
Belanović Simić, Snežana, Miljković, Predrag, Baumgertel, Aleksandar, Lukić, Sara, Ljubičić, Janko, Čakmak, Dragan, "Environmental and Health Risk Assessment Due to Potentially Toxic Elements in Soil near Former Antimony Mine in Western Serbia" in Land, 12, no. 2 (2023),
https://doi.org/10.3390/land12020421 .,
conv_1688 .
9
6
7

Ekološke i florističke karakteristike novog nalazišta maklena (Acer monspessulanum L.) na lokalitetu Glogovita kosa na Boranji

Cvjetićanin, Rade; Košanin, Olivera; Perović, Marko; Janić, Milorad; Ljubičić, Janko

(Univerzitet u Beogradu - Šumarski fakultet, Beograd, 2021)

TY  - JOUR
AU  - Cvjetićanin, Rade
AU  - Košanin, Olivera
AU  - Perović, Marko
AU  - Janić, Milorad
AU  - Ljubičić, Janko
PY  - 2021
UR  - https://omorika.sfb.bg.ac.rs/handle/123456789/1263
AB  - U radu je opisano novo nalazište maklena (Acer monspessulanum L.) na planini Boranji, u GJ "Istočna Boranja", iznad Roguljskog potoka, na grebenu Glogovita kosa. Maklen se pojavljuje na nadmorskoj visini od 460 do 480 m, na jugozapadnoj i zapadnoj ekspoziciji, na vrletnom nagibu od 45° do 50°. Površina nalazišta je 874 m2 , a koordinate centra nalazišta su: l=19°13'49,0" i ph=44°25'21,33". Na navedenom nalazištu maklen se pojavljuje u zajednici crnog graba i crnog jasena, a s obzirom da je zabeležen u sva tri sprata, a u spratu žbunja i prizemne flore pojavljuje se obilno, izdvojena je subasocijacija sa maklenom (Ostryo carpinifoliae-Fraxinetum orni subass. aceretosum monspessulanii). Po florističkom sastavu većina biljnih vrsta pripadaju submediteranskom flornom elementu, stoga ova zajednica predstavlja enklavu submediteranske vegetacije u pojasu kontinentalnih šuma bukve. Zajednica je azonalnog karaktera, uslovljena je orografsko-edafski, pojavljuje se na toplim ekspozicijama, na plitkoj i skeletnoj rendzini na oolitskim krečnjacima.
AB  - A new motpellier maple (Acer monspessulanum L.) site was described in this paper, located on mountain Boranja, in forest management unit "Istočna Boranja", above Roguljski potok, on Glogovita kosa ridge. Montpellier maple occurs on elevations between 460 and 480 m a.s.l., on southwestern and western aspect, on very steep slopes with inclination 45° to 50°. The site area is 874 m2 , and coordinates of site centre are: l=19°13'49.0" and ph=44°25'21.33". In this site, Montpellier maple occurs in a plant community of hop-hornbeam and manna ash, and considering that Montpellier maple was recorded in all three layers, and that it occurs abundantly in shrub and ground layers, a subassotiation with montpellier maple was set apart (Ostryo carpinifoliae-Fraxinetum orni subass. aceretosum monspessulanii). According to floristic composition, most plant species belong to the submediterranean floral type, so this community represents an enclave of submediterranean vegetation in the belt of continental beech forests. The community is of azonal character, orographically-edaphically conditioned, and occurs in warmer aspects, on shallow and skeletal rendzina on oolithic limestones.
PB  - Univerzitet u Beogradu - Šumarski fakultet, Beograd
T2  - Glasnik Šumarskog fakulteta
T1  - Ekološke i florističke karakteristike novog nalazišta maklena (Acer monspessulanum L.) na lokalitetu Glogovita kosa na Boranji
T1  - Ecological and floristic characteristics of new montpellier maple (Acer monspessulanum L.) site in the locality Glogovita kosa on Mt. Boranja
EP  - 54
IS  - 123
SP  - 33
DO  - 10.2298/GSF2123033C
UR  - conv_509
ER  - 
@article{
author = "Cvjetićanin, Rade and Košanin, Olivera and Perović, Marko and Janić, Milorad and Ljubičić, Janko",
year = "2021",
abstract = "U radu je opisano novo nalazište maklena (Acer monspessulanum L.) na planini Boranji, u GJ "Istočna Boranja", iznad Roguljskog potoka, na grebenu Glogovita kosa. Maklen se pojavljuje na nadmorskoj visini od 460 do 480 m, na jugozapadnoj i zapadnoj ekspoziciji, na vrletnom nagibu od 45° do 50°. Površina nalazišta je 874 m2 , a koordinate centra nalazišta su: l=19°13'49,0" i ph=44°25'21,33". Na navedenom nalazištu maklen se pojavljuje u zajednici crnog graba i crnog jasena, a s obzirom da je zabeležen u sva tri sprata, a u spratu žbunja i prizemne flore pojavljuje se obilno, izdvojena je subasocijacija sa maklenom (Ostryo carpinifoliae-Fraxinetum orni subass. aceretosum monspessulanii). Po florističkom sastavu većina biljnih vrsta pripadaju submediteranskom flornom elementu, stoga ova zajednica predstavlja enklavu submediteranske vegetacije u pojasu kontinentalnih šuma bukve. Zajednica je azonalnog karaktera, uslovljena je orografsko-edafski, pojavljuje se na toplim ekspozicijama, na plitkoj i skeletnoj rendzini na oolitskim krečnjacima., A new motpellier maple (Acer monspessulanum L.) site was described in this paper, located on mountain Boranja, in forest management unit "Istočna Boranja", above Roguljski potok, on Glogovita kosa ridge. Montpellier maple occurs on elevations between 460 and 480 m a.s.l., on southwestern and western aspect, on very steep slopes with inclination 45° to 50°. The site area is 874 m2 , and coordinates of site centre are: l=19°13'49.0" and ph=44°25'21.33". In this site, Montpellier maple occurs in a plant community of hop-hornbeam and manna ash, and considering that Montpellier maple was recorded in all three layers, and that it occurs abundantly in shrub and ground layers, a subassotiation with montpellier maple was set apart (Ostryo carpinifoliae-Fraxinetum orni subass. aceretosum monspessulanii). According to floristic composition, most plant species belong to the submediterranean floral type, so this community represents an enclave of submediterranean vegetation in the belt of continental beech forests. The community is of azonal character, orographically-edaphically conditioned, and occurs in warmer aspects, on shallow and skeletal rendzina on oolithic limestones.",
publisher = "Univerzitet u Beogradu - Šumarski fakultet, Beograd",
journal = "Glasnik Šumarskog fakulteta",
title = "Ekološke i florističke karakteristike novog nalazišta maklena (Acer monspessulanum L.) na lokalitetu Glogovita kosa na Boranji, Ecological and floristic characteristics of new montpellier maple (Acer monspessulanum L.) site in the locality Glogovita kosa on Mt. Boranja",
pages = "54-33",
number = "123",
doi = "10.2298/GSF2123033C",
url = "conv_509"
}
Cvjetićanin, R., Košanin, O., Perović, M., Janić, M.,& Ljubičić, J.. (2021). Ekološke i florističke karakteristike novog nalazišta maklena (Acer monspessulanum L.) na lokalitetu Glogovita kosa na Boranji. in Glasnik Šumarskog fakulteta
Univerzitet u Beogradu - Šumarski fakultet, Beograd.(123), 33-54.
https://doi.org/10.2298/GSF2123033C
conv_509
Cvjetićanin R, Košanin O, Perović M, Janić M, Ljubičić J. Ekološke i florističke karakteristike novog nalazišta maklena (Acer monspessulanum L.) na lokalitetu Glogovita kosa na Boranji. in Glasnik Šumarskog fakulteta. 2021;(123):33-54.
doi:10.2298/GSF2123033C
conv_509 .
Cvjetićanin, Rade, Košanin, Olivera, Perović, Marko, Janić, Milorad, Ljubičić, Janko, "Ekološke i florističke karakteristike novog nalazišta maklena (Acer monspessulanum L.) na lokalitetu Glogovita kosa na Boranji" in Glasnik Šumarskog fakulteta, no. 123 (2021):33-54,
https://doi.org/10.2298/GSF2123033C .,
conv_509 .

Forest sites mapping in Serbia

Košanin, Olivera; Perović, Marko; Knežević, Milan; Cvjetićanin, Rade; Ljubičić, Janko

(2021)

TY  - JOUR
AU  - Košanin, Olivera
AU  - Perović, Marko
AU  - Knežević, Milan
AU  - Cvjetićanin, Rade
AU  - Ljubičić, Janko
PY  - 2021
UR  - https://omorika.sfb.bg.ac.rs/handle/123456789/1178
AB  - For forest sites mapping in Serbia distinctive methodology was applied, which incorporated, apart from available maps and data, the results of detailed field research of sites, soils and vegetation also. Applied methodology was developed by joint work of team of Serbian and German experts during 2016 2017. Concept of forest sites mapping was implemented and tested on the area of Boranja Mt., located in western part of Serbia. Research encompassed mountain beech forests located between 600 and 900 m a.s.l, on dystric cambisol on granodiorite bedrock. Work on soil mapping consisted of following phases: collecting of available digital maps and other data connected to site, detailed site research (soil and vegetation conditions), synthesis and analysis of obtained results and production of appropriate soil type maps.
T2  - Fresenius Environmental Bulletin
T1  - Forest sites mapping in Serbia
EP  - 8251
IS  - 7
SP  - 8244
VL  - 30
UR  - conv_1566
ER  - 
@article{
author = "Košanin, Olivera and Perović, Marko and Knežević, Milan and Cvjetićanin, Rade and Ljubičić, Janko",
year = "2021",
abstract = "For forest sites mapping in Serbia distinctive methodology was applied, which incorporated, apart from available maps and data, the results of detailed field research of sites, soils and vegetation also. Applied methodology was developed by joint work of team of Serbian and German experts during 2016 2017. Concept of forest sites mapping was implemented and tested on the area of Boranja Mt., located in western part of Serbia. Research encompassed mountain beech forests located between 600 and 900 m a.s.l, on dystric cambisol on granodiorite bedrock. Work on soil mapping consisted of following phases: collecting of available digital maps and other data connected to site, detailed site research (soil and vegetation conditions), synthesis and analysis of obtained results and production of appropriate soil type maps.",
journal = "Fresenius Environmental Bulletin",
title = "Forest sites mapping in Serbia",
pages = "8251-8244",
number = "7",
volume = "30",
url = "conv_1566"
}
Košanin, O., Perović, M., Knežević, M., Cvjetićanin, R.,& Ljubičić, J.. (2021). Forest sites mapping in Serbia. in Fresenius Environmental Bulletin, 30(7), 8244-8251.
conv_1566
Košanin O, Perović M, Knežević M, Cvjetićanin R, Ljubičić J. Forest sites mapping in Serbia. in Fresenius Environmental Bulletin. 2021;30(7):8244-8251.
conv_1566 .
Košanin, Olivera, Perović, Marko, Knežević, Milan, Cvjetićanin, Rade, Ljubičić, Janko, "Forest sites mapping in Serbia" in Fresenius Environmental Bulletin, 30, no. 7 (2021):8244-8251,
conv_1566 .