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Veekogude klassifitseerimine satelliidiandmetelt multinomiaalse logistilise mudeliga

Authors: Põru, Getter;

Veekogude klassifitseerimine satelliidiandmetelt multinomiaalse logistilise mudeliga

Abstract

Bakalaureusetöö eesmärk on luua statistiline mudel, mis satelliitsensori poolt mõõdetavate peegeldumisspektrite põhjal prognoosib iga optiliselt keerulise veekogu satelliitpildi piksli jaoks, millisesse veetüüpi ta kõige tõenäolisemalt kuulub. Töö teoreetilises osas antakse ülevaade veekogude kaugseirest ja tutvustatakse peakomponentide analüüsi ning multinomiaalset logistilist mudelit. Töö praktilises osas luuakse maapealsete mõõtmiste põhjal mudel, mida on võimalik rakendada satelliidiandmetele.

Country
Estonia
Related Organizations
Keywords

remote sensing, statistical analysis, pinnavesi, surface water, kaugseire, prognoosmudelid, predictive models, statistiline analüüs

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  • citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
Average
Average
Average
Related to Research communities
Rural Digital Europe
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