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Assessment of machine learning algorithms for modeling the spatial distribution of bark beetle infestation

  1. TitleAssessment 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
    Languageeng - English
    CountryCH - Switzerland
    URLURL link
    Document kindrozpis článkov z periodík (rbx)
    Keywordsmachine learning * classifier * spatial distribution model * geographical information system * forest damage * bark beetle
    CitationsPIETZSCH, 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.
    CategoryADCA - 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 documentčlánok
    Year2021
    Registered inWOS
    Registered inSCOPUS
    Registered inCCC
    DOI 10.3390/f12040395
    article

    article

    rokCCIFIF Q (best)JCR Av Jour IF PercSJRSJR Q (best)CiteScore
    A
    rok vydaniarok metrikyIFIF Q (best)SJRSJR Q (best)
    202120202.634Q10.676Q1
Number of the records: 1  

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