WETLAND CHANGE DETECTION USING SENTINEL-2 IN THE PART OF LATVIA

Andris Skromulis, Juris Breidaks, Mārtiņš Puķītis

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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Abstract

In the article, the possible impact of changes on wetland were analysed by the semi-supervised classification method of statistical analysis. The Sentinel-2 raw data between two different seasons are combined together. The data preparation is shortly described in the article. Data is clustered with unsupervised method. The article describes a supervised method – how data credibility and classification can be estimated if its reference is poor quality.
Original languageEnglish
Title of host publicationEnvironment. Technology. Resources
Subtitle of host publicationProceedings of the 14th International Scientific and Practical Conference
Place of PublicationRēzekne
Pages209-213
Number of pages5
Volume1
Edition2023
DOIs
Publication statusPublished - Jun 2023
Externally publishedYes
Event14th International Scientific and Practical Conference "Environment. Technology. Resources" - Rezekne Academy of Technologies, Rēzekne, Latvia
Duration: 15 Jun 202316 Jun 2023
Conference number: 14
https://conferences.rta.lv/index.php/ETR/ETR2023
https://www.rta.lv/aktualitates/rta-notiek-14-starptautiska-zinatniski-praktiska-konference-vide-tehnologija-resursi-15062023

Publication series

NameVide. Tehnologija. Resursi - Environment, Technology, Resources
ISSN (Print)1691-5402
ISSN (Electronic)2256-070X

Conference

Conference14th International Scientific and Practical Conference "Environment. Technology. Resources"
Country/TerritoryLatvia
CityRēzekne
Period15/06/2316/06/23
OtherXIV Starptautiskā zinātniski praktiskā konference "Vide. Tehnoloģija. Resursi"
Internet address

Keywords*

  • Wetlands
  • raised bogs
  • Sentinel-2
  • Semi-supervised
  • classification
  • K-means
  • credibility

Field of Science*

  • 1.5 Earth and related Environmental sciences
  • 1.1 Mathematics

Publication Type*

  • 3.1. Articles or chapters in proceedings/scientific books indexed in Web of Science and/or Scopus database

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