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Veekogude klassifitseerimine satelliidiandmetelt multinomiaalse logistilise mudeliga
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.
- University of Tartu Estonia
remote sensing, statistical analysis, pinnavesi, surface water, kaugseire, prognoosmudelid, predictive models, statistiline analüüs
remote sensing, statistical analysis, pinnavesi, surface water, kaugseire, prognoosmudelid, predictive models, statistiline analüüs
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 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 Powered byBIP!

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.