Environmental sensitivity assessment and land degradation in southeastern Serbia: application of modified MEDALUS model
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2023
Authors
Miletić, Stefan
Beloica, Jelena
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Perović, Veljko
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Miljković, Predrag
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Lukić, Sara
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Obradović, Snežana
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Čakmak, Dragan
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Belanović Simić, Snežana
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Article (Published version)
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This paper aims to improve the methodology and results accuracy of MEDALUS model for assessing land degradation sensitivity through the application of different data detail levels and by introducing the application of Ellenberg indices in metrics related to vegetation drought sensitivity assessment. For that purpose, the MEDALUS model was applied at 2 levels of detail. Level I (municipality level) implied the use of available large-scale databases and level II (watershed) contains more detailed information about vegetation used in the calculation of the VQI and MQI factors (Fig. S6). The comparison was made using data based on CORINE Land Cover (2012) and forest inventory data, complemented with object-based classification. Results showed that data based on forest inventory data with the application of Ellenberg's indices and object-based classification have one class more, critical (C1 and C2) and that the percentage distribution of classes is different in both quantitative (area size... of class sensitivity) and qualitative (aggregation and dispersion of sensitivity classes). The use of data from Forest Management Plans and the application of Ellenberg's indices affect the quality of the results and find its application in the model, especially if these results are used for monitoring and land area management on fine scales. Remote sensed data images (Sentinel-2B) were introduced into the methodology as a very important environmental monitoring tool and model results validation.
Keywords:
PSRI / MEDALUS / Land degradation / Ellenberg indices / DesertificationSource:
Environmental Monitoring and Assessment, 2023, 195, 10Funding / projects:
- Ministry of Science, Technological Development and Innovation of the Republic of Serbia, institutional funding - 200169 (University of Belgrade, Faculty of Forestry) (RS-MESTD-inst-2020-200169)
- Ministry of Science, Technological Development and Innovation of the Republic of Serbia, institutional funding - 200007 (University of Belgrade, Institute for Biological Research 'Siniša Stanković') (RS-MESTD-inst-2020-200007)
DOI: 10.1007/s10661-023-11761-1
ISSN: 0167-6369
PubMed: 37737917
WoS: 001076251600006
Scopus: 2-s2.0-85171841075
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Šumarski fakultetTY - JOUR AU - Miletić, Stefan AU - Beloica, Jelena AU - Perović, Veljko AU - Miljković, Predrag AU - Lukić, Sara AU - Obradović, Snežana AU - Čakmak, Dragan AU - Belanović Simić, Snežana PY - 2023 UR - https://omorika.sfb.bg.ac.rs/handle/123456789/1403 AB - This paper aims to improve the methodology and results accuracy of MEDALUS model for assessing land degradation sensitivity through the application of different data detail levels and by introducing the application of Ellenberg indices in metrics related to vegetation drought sensitivity assessment. For that purpose, the MEDALUS model was applied at 2 levels of detail. Level I (municipality level) implied the use of available large-scale databases and level II (watershed) contains more detailed information about vegetation used in the calculation of the VQI and MQI factors (Fig. S6). The comparison was made using data based on CORINE Land Cover (2012) and forest inventory data, complemented with object-based classification. Results showed that data based on forest inventory data with the application of Ellenberg's indices and object-based classification have one class more, critical (C1 and C2) and that the percentage distribution of classes is different in both quantitative (area size of class sensitivity) and qualitative (aggregation and dispersion of sensitivity classes). The use of data from Forest Management Plans and the application of Ellenberg's indices affect the quality of the results and find its application in the model, especially if these results are used for monitoring and land area management on fine scales. Remote sensed data images (Sentinel-2B) were introduced into the methodology as a very important environmental monitoring tool and model results validation. T2 - Environmental Monitoring and Assessment T1 - Environmental sensitivity assessment and land degradation in southeastern Serbia: application of modified MEDALUS model IS - 10 VL - 195 DO - 10.1007/s10661-023-11761-1 UR - conv_1729 ER -
@article{ author = "Miletić, Stefan and Beloica, Jelena and Perović, Veljko and Miljković, Predrag and Lukić, Sara and Obradović, Snežana and Čakmak, Dragan and Belanović Simić, Snežana", year = "2023", abstract = "This paper aims to improve the methodology and results accuracy of MEDALUS model for assessing land degradation sensitivity through the application of different data detail levels and by introducing the application of Ellenberg indices in metrics related to vegetation drought sensitivity assessment. For that purpose, the MEDALUS model was applied at 2 levels of detail. Level I (municipality level) implied the use of available large-scale databases and level II (watershed) contains more detailed information about vegetation used in the calculation of the VQI and MQI factors (Fig. S6). The comparison was made using data based on CORINE Land Cover (2012) and forest inventory data, complemented with object-based classification. Results showed that data based on forest inventory data with the application of Ellenberg's indices and object-based classification have one class more, critical (C1 and C2) and that the percentage distribution of classes is different in both quantitative (area size of class sensitivity) and qualitative (aggregation and dispersion of sensitivity classes). The use of data from Forest Management Plans and the application of Ellenberg's indices affect the quality of the results and find its application in the model, especially if these results are used for monitoring and land area management on fine scales. Remote sensed data images (Sentinel-2B) were introduced into the methodology as a very important environmental monitoring tool and model results validation.", journal = "Environmental Monitoring and Assessment", title = "Environmental sensitivity assessment and land degradation in southeastern Serbia: application of modified MEDALUS model", number = "10", volume = "195", doi = "10.1007/s10661-023-11761-1", url = "conv_1729" }
Miletić, S., Beloica, J., Perović, V., Miljković, P., Lukić, S., Obradović, S., Čakmak, D.,& Belanović Simić, S.. (2023). Environmental sensitivity assessment and land degradation in southeastern Serbia: application of modified MEDALUS model. in Environmental Monitoring and Assessment, 195(10). https://doi.org/10.1007/s10661-023-11761-1 conv_1729
Miletić S, Beloica J, Perović V, Miljković P, Lukić S, Obradović S, Čakmak D, Belanović Simić S. Environmental sensitivity assessment and land degradation in southeastern Serbia: application of modified MEDALUS model. in Environmental Monitoring and Assessment. 2023;195(10). doi:10.1007/s10661-023-11761-1 conv_1729 .
Miletić, Stefan, Beloica, Jelena, Perović, Veljko, Miljković, Predrag, Lukić, Sara, Obradović, Snežana, Čakmak, Dragan, Belanović Simić, Snežana, "Environmental sensitivity assessment and land degradation in southeastern Serbia: application of modified MEDALUS model" in Environmental Monitoring and Assessment, 195, no. 10 (2023), https://doi.org/10.1007/s10661-023-11761-1 ., conv_1729 .