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Modelling the moisture status of habitats by using NDVI on the example of the Cerrado and Atlantic Forest biomes borderland (Brazil)

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cris.virtual.author-orcid0000-0003-3614-8923
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cris.virtualsource.author-orcid7e48eedb-75f2-4b92-9a65-22121228dd9f
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cris.virtualsource.author-orcid69d1f572-aa7c-4033-bbf6-36b1ecc5c2c5
dc.abstract.enThe Brazilian Cerrado and the Atlantic Forest are important global biodiversity hotspots that are highly diverse in geological structure, soil, and climatic conditions, all of which directly affect vegetation diversity. The conservation of these biomes depends on recognizing variations in their humidity levels. Given the correlation between water access and plant health, as illustrated by NDVI, we assessed the feasibility of building an NDVI-based model to detect variations in habitat moisture. Using various statistical algorithms, the correctness of the NDVI-based habitat moisture assessment model was confirmed. In addition, it was determined that UMAP was the most favourable of the algorithms employed. Our method provides a practical, efficient tool for assessing habitat moisture that can benefit fields such as ecology, conservation biology, and land management.
dc.affiliationWydział Leśny i Technologii Drewna
dc.affiliation.instituteKatedra Botaniki i Siedliskoznawstwa Leśnego
dc.contributor.authorMłynarczyk, Adam
dc.contributor.authorKonatowska, Monika
dc.contributor.authorKowalewski, Wojciech
dc.contributor.authorKrólewicz, Sławomir
dc.contributor.authorTonello, Kelly Cristina
dc.contributor.authorToppa, Rogerio Hartung
dc.contributor.authorMartines, Marcos Roberto
dc.contributor.authorPiekarczyk, Jan
dc.contributor.authorRutkowski, Paweł
dc.date.access2026-02-11
dc.date.accessioned2026-02-11T19:46:53Z
dc.date.available2026-02-11T19:46:53Z
dc.date.copyright2025-12-31
dc.date.issued2025
dc.description.accesstimeat_publication
dc.description.bibliographyil., bibliogr.
dc.description.financepublication_nocost
dc.description.financecost0,00
dc.description.if1,7
dc.description.number6
dc.description.points70
dc.description.versionfinal_published
dc.description.volume18
dc.identifier.doi10.3832/ifor4413-018
dc.identifier.issn1971-7458
dc.identifier.urihttps://sciencerep.up.poznan.pl/handle/item/7309
dc.identifier.weblinkhttp://iforest.sisef.org/abstract/?id=ifor4413-018
dc.languageen
dc.relation.ispartofIForest
dc.relation.pages375-381
dc.rightsCC-BY-NC
dc.sciencecloudnosend
dc.share.typeOPEN_JOURNAL
dc.subject.enIpanema National Forest
dc.subject.enNDVI
dc.subject.enUMAP algorithm
dc.subject.enhabitat moisture index
dc.titleModelling the moisture status of habitats by using NDVI on the example of the Cerrado and Atlantic Forest biomes borderland (Brazil)
dc.typeJournalArticle
dspace.entity.typePublication
oaire.citation.issue6
oaire.citation.volume18