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

Andris Skromulis; Juris Breidaks; Mārtiņš Puķītis

doi:10.17770/etr2023vol1.7305

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

Andris Skromulis, Juris Breidaks, Mārtiņš Puķītis

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-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 language	English
Title of host publication	Vide.Tehnoloģija. Resursi:14. starptautiskās zinātniski praktiskās konferences materiāli
Subtitle of host publication	Environment. Technology. Resources: proceedings of the 14th International Scientific and Practical Conference
Place of Publication	Rēzekne
Pages	209-213
Number of pages	5
Volume	1
Edition	2023
ISBN (Electronic)	9781713874881
DOIs	https://doi.org/10.17770/etr2023vol1.7305
Publication status	Published - Jun 2023
Externally published	Yes
Event	14th International Scientific and Practical Conference "Environment. Technology. Resources" - Rezekne Academy of Technologies, Rēzekne, Latvia Duration: 15 Jun 2023 → 16 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

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

Conference

Conference	14th International Scientific and Practical Conference "Environment. Technology. Resources"
Country/Territory	Latvia
City	Rēzekne
Period	15/06/23 → 16/06/23
Other	XIV Starptautiskā zinātniski praktiskā konference "Vide. Tehnoloģija. Resursi"
Internet address	https://conferences.rta.lv/index.php/ETR/ETR2023 https://www.rta.lv/aktualitates/rta-notiek-14-starptautiska-zinatniski-praktiska-konference-vide-tehnologija-resursi-15062023

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

Access to Document

10.17770/etr2023vol1.7305Licence: CC BY

Wetland Change Detection Using Sentinel-2Final published version, 665 KBLicence: CC BY

http://journals.rta.lv/index.php/ETR/article/download/7305/5936

Cite this

Skromulis, A., Breidaks, J., & Puķītis, M. (2023). WETLAND CHANGE DETECTION USING SENTINEL-2 IN THE PART OF LATVIA. In Vide.Tehnoloģija. Resursi:14. starptautiskās zinātniski praktiskās konferences materiāli: Environment. Technology. Resources: proceedings of the 14th International Scientific and Practical Conference (2023 ed., Vol. 1, pp. 209-213). (Vide. Tehnologija. Resursi - Environment, Technology, Resources).. https://doi.org/10.17770/etr2023vol1.7305

Skromulis, Andris ; Breidaks, Juris ; Puķītis, Mārtiņš. / WETLAND CHANGE DETECTION USING SENTINEL-2 IN THE PART OF LATVIA. Vide.Tehnoloģija. Resursi:14. starptautiskās zinātniski praktiskās konferences materiāli: Environment. Technology. Resources: proceedings of the 14th International Scientific and Practical Conference. Vol. 1 2023. ed. Rēzekne, 2023. pp. 209-213 (Vide. Tehnologija. Resursi - Environment, Technology, Resources).

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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.",

keywords = "Wetlands, raised bogs, Sentinel-2, Semi-supervised, classification, K-means, credibility",

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language = "English",

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edition = "2023",

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}

Skromulis, A, Breidaks, J & Puķītis, M 2023, WETLAND CHANGE DETECTION USING SENTINEL-2 IN THE PART OF LATVIA. in Vide.Tehnoloģija. Resursi:14. starptautiskās zinātniski praktiskās konferences materiāli: Environment. Technology. Resources: proceedings of the 14th International Scientific and Practical Conference. 2023 edn, vol. 1, Vide. Tehnologija. Resursi - Environment, Technology, Resources, Rēzekne, pp. 209-213, 14th International Scientific and Practical Conference "Environment. Technology. Resources", Rēzekne, Latvia, 15/06/23. https://doi.org/10.17770/etr2023vol1.7305

WETLAND CHANGE DETECTION USING SENTINEL-2 IN THE PART OF LATVIA. / Skromulis, Andris; Breidaks, Juris; Puķītis, Mārtiņš.
Vide.Tehnoloģija. Resursi:14. starptautiskās zinātniski praktiskās konferences materiāli: Environment. Technology. Resources: proceedings of the 14th International Scientific and Practical Conference. Vol. 1 2023. ed. Rēzekne, 2023. p. 209-213 (Vide. Tehnologija. Resursi - Environment, Technology, Resources).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Puķītis, Mārtiņš

N1 - Conference code: 14

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N2 - 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.

AB - 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.

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KW - raised bogs

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T2 - 14th International Scientific and Practical Conference "Environment. Technology. Resources"

Y2 - 15 June 2023 through 16 June 2023

ER -

Skromulis A, Breidaks J, Puķītis M. WETLAND CHANGE DETECTION USING SENTINEL-2 IN THE PART OF LATVIA. In Vide.Tehnoloģija. Resursi:14. starptautiskās zinātniski praktiskās konferences materiāli: Environment. Technology. Resources: proceedings of the 14th International Scientific and Practical Conference. 2023 ed. Vol. 1. Rēzekne. 2023. p. 209-213. (Vide. Tehnologija. Resursi - Environment, Technology, Resources). doi: 10.17770/etr2023vol1.7305

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

Abstract

Publication series

Conference

Keywords*

Field of Science*

Publication Type*

Access to Document

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