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Assessment of machine learning algorithms for modeling the spatial distribution of bark beetle infestation
Title Assessment of machine learning algorithms for modeling the spatial distribution of bark beetle infestation Author Koreň Milan Co-authors Jakuš Rastislav 1969- SAVEKLES - Ústav ekológie lesa SAV RID ORCID Zápotocký Martin Barka Ivan Holuša J. Ďuriačová Renata Blaženec Miroslav 1974- SAVEKLES - Ústav ekológie lesa SAV RID ORCID Source document Forests. Vol. 12, iss. 4 (2021), art. no. 395 Language eng - English Country CH - Switzerland URL URL link Document kind rozpis článkov z periodík (rbx) Keywords machine learning * classifier * spatial distribution model * geographical information system * forest damage * bark beetle Citations PIETZSCH, Bruno Walter - PETER, Felix Johannes - BERGER, Uta. The Effect of Sanitation Felling on the Spread of the European Spruce Bark Beetle-An Individual-Based Modeling Approach. In FRONTIERS IN FORESTS AND GLOBAL CHANGE, 2021, vol. 4, no., pp. Dostupné na: https://doi.org/10.3389/ffgc.2021.704930. FALTAN, Vladimir - PETROVIC, Frantisek - GABOR, Marian - SAGAT, Vladimir - HRUSKA, Matej. Mountain Landscape Dynamics after Large Wind and Bark Beetle Disasters and Subsequent Logging-Case Studies from the Carpathians. In REMOTE SENSING, 2021, vol. 13, no. 19, pp. Dostupné na: https://doi.org/10.3390/rs13193873. LI, Xin - LI, Liang - WANG, Xiangrong - LIN, Qing - WU, Danzi - DONG, Yang - HAN, Shuang. Visual quality evaluation model of an urban river landscape based on random forest. In ECOLOGICAL INDICATORS, 2021, vol. 133, no., pp. ISSN 1470-160X. Dostupné na: https://doi.org/10.1016/j.ecolind.2021.108381. Category ADCA - Scientific papers in foreign journals registered in Current Contents Connect with IF (impacted) Category of document (from 2022) V3 - Vedecký výstup publikačnej činnosti z časopisu Type of document článok Year 2021 Registered in WOS Registered in SCOPUS Registered in CCC DOI 10.3390/f12040395 
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File name Access Size Downloaded Type License Assessment of machine learning algorithms for modeling the spatial distribution of bark beetle infestation.pdf available 5.1 MB 4 Publisher's version rok CC IF IF Q (best) JCR Av Jour IF Perc SJR SJR Q (best) CiteScore A rok vydania rok metriky IF IF Q (best) SJR SJR Q (best) 2021 2020 2.634 Q1 0.676 Q1
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