The novel approach to the biomonitor survey using one- and two-dimensional Kohonen networks
Само за регистроване кориснике
2015
Аутори
Deljanin, IsidoraAntanasijević, Davor
Aničić-Urošević, Mira
Tomasević, Milica
Perić-Grujić, Aleksandra
Ristić, Mirjana
Чланак у часопису (Објављена верзија)
Метаподаци
Приказ свих података о документуАпстракт
To compare the applicability of the leaves of horse chestnut (Aesculus hippocastanum) and linden (Tilia spp.) as biomonitors of trace element concentrations, a coupled approach of one-and two-dimensional Kohonen networks was applied for the first time. The self-organizing networks (SONs) and the self-organizing maps (SOMs) were applied on the database obtained for the element accumulation (Cr, Fe, Ni, Cu, Zn, Pb, V, As, Cd) and the SOM for the Pb isotopes in the leaves for a multiyear period (2002-2006). A. hippocastanum seems to be a more appropriate biomonitor since it showed more consistent results in the analysis of trace elements and Pb isotopes. The SOM proved to be a suitable and sensitive tool for assessing differences in trace element concentrations and for the Pb isotopic composition in leaves of different species. In addition, the SON provided more clear data on seasonal and temporal accumulation of trace elements in the leaves and could be recommended complementary to the S...OM analysis of trace elements in biomonitoring studies.
Кључне речи:
Self-organizing map / Self-organizing network / Trace elements / Pb isotopes / A. hippocastanum / Tilia spp.Извор:
Environmental Monitoring and Assessment, 2015, 187, 10Издавач:
- Springer, Dordrecht
Финансирање / пројекти:
- Развој и примена метода и материјала за мониторинг нових загађујућих и токсичних органских материја и тешких метала (RS-MESTD-Basic Research (BR or ON)-172007)
- Истраживање климатских промена и њиховог утицаја на животну средину - праћење утицаја, адаптација и ублажавање (RS-MESTD-Integrated and Interdisciplinary Research (IIR or III)-43007)
DOI: 10.1007/s10661-015-4842-6
ISSN: 0167-6369
PubMed: 26353966
WoS: 000362284700013
Scopus: 2-s2.0-84941332303
Институција/група
Tehnološko-metalurški fakultetTY - JOUR AU - Deljanin, Isidora AU - Antanasijević, Davor AU - Aničić-Urošević, Mira AU - Tomasević, Milica AU - Perić-Grujić, Aleksandra AU - Ristić, Mirjana PY - 2015 UR - http://TechnoRep.tmf.bg.ac.rs/handle/123456789/3138 AB - To compare the applicability of the leaves of horse chestnut (Aesculus hippocastanum) and linden (Tilia spp.) as biomonitors of trace element concentrations, a coupled approach of one-and two-dimensional Kohonen networks was applied for the first time. The self-organizing networks (SONs) and the self-organizing maps (SOMs) were applied on the database obtained for the element accumulation (Cr, Fe, Ni, Cu, Zn, Pb, V, As, Cd) and the SOM for the Pb isotopes in the leaves for a multiyear period (2002-2006). A. hippocastanum seems to be a more appropriate biomonitor since it showed more consistent results in the analysis of trace elements and Pb isotopes. The SOM proved to be a suitable and sensitive tool for assessing differences in trace element concentrations and for the Pb isotopic composition in leaves of different species. In addition, the SON provided more clear data on seasonal and temporal accumulation of trace elements in the leaves and could be recommended complementary to the SOM analysis of trace elements in biomonitoring studies. PB - Springer, Dordrecht T2 - Environmental Monitoring and Assessment T1 - The novel approach to the biomonitor survey using one- and two-dimensional Kohonen networks IS - 10 VL - 187 DO - 10.1007/s10661-015-4842-6 ER -
@article{ author = "Deljanin, Isidora and Antanasijević, Davor and Aničić-Urošević, Mira and Tomasević, Milica and Perić-Grujić, Aleksandra and Ristić, Mirjana", year = "2015", abstract = "To compare the applicability of the leaves of horse chestnut (Aesculus hippocastanum) and linden (Tilia spp.) as biomonitors of trace element concentrations, a coupled approach of one-and two-dimensional Kohonen networks was applied for the first time. The self-organizing networks (SONs) and the self-organizing maps (SOMs) were applied on the database obtained for the element accumulation (Cr, Fe, Ni, Cu, Zn, Pb, V, As, Cd) and the SOM for the Pb isotopes in the leaves for a multiyear period (2002-2006). A. hippocastanum seems to be a more appropriate biomonitor since it showed more consistent results in the analysis of trace elements and Pb isotopes. The SOM proved to be a suitable and sensitive tool for assessing differences in trace element concentrations and for the Pb isotopic composition in leaves of different species. In addition, the SON provided more clear data on seasonal and temporal accumulation of trace elements in the leaves and could be recommended complementary to the SOM analysis of trace elements in biomonitoring studies.", publisher = "Springer, Dordrecht", journal = "Environmental Monitoring and Assessment", title = "The novel approach to the biomonitor survey using one- and two-dimensional Kohonen networks", number = "10", volume = "187", doi = "10.1007/s10661-015-4842-6" }
Deljanin, I., Antanasijević, D., Aničić-Urošević, M., Tomasević, M., Perić-Grujić, A.,& Ristić, M.. (2015). The novel approach to the biomonitor survey using one- and two-dimensional Kohonen networks. in Environmental Monitoring and Assessment Springer, Dordrecht., 187(10). https://doi.org/10.1007/s10661-015-4842-6
Deljanin I, Antanasijević D, Aničić-Urošević M, Tomasević M, Perić-Grujić A, Ristić M. The novel approach to the biomonitor survey using one- and two-dimensional Kohonen networks. in Environmental Monitoring and Assessment. 2015;187(10). doi:10.1007/s10661-015-4842-6 .
Deljanin, Isidora, Antanasijević, Davor, Aničić-Urošević, Mira, Tomasević, Milica, Perić-Grujić, Aleksandra, Ristić, Mirjana, "The novel approach to the biomonitor survey using one- and two-dimensional Kohonen networks" in Environmental Monitoring and Assessment, 187, no. 10 (2015), https://doi.org/10.1007/s10661-015-4842-6 . .