Theory and applications of object-based image analysis and emerging methods in wetland mapping

Joe Knight, Jennifer M. Corcoran, Lian P. Rampi, Keith C Pelletier

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

Abstract

This chapter addresses object-based image analysis (OBIA) and other emerging methods for mapping wetlands using remotely sensed and ancillary data. This treatment includes an introduction to OBIA and decision tree techniques, a history of the development of OBIA methods in wetland mapping, and four case studies describing recent wetland mapping research conducted in the Remote Sensing and Geospatial Analysis Laboratory at the University of Minnesota. The chapter ends with a discussion of lessons learned and possibilities for future applications.

Original languageEnglish (US)
Title of host publicationRemote Sensing of Wetlands
Subtitle of host publicationApplications and Advances
PublisherCRC Press
Pages175-194
Number of pages20
ISBN (Electronic)9781482237382
ISBN (Print)9781482237351
DOIs
StatePublished - Jan 1 2015

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Wetlands
image analysis
Image analysis
wetland
Decision trees
Remote sensing
remote sensing
history
method

Cite this

Knight, J., Corcoran, J. M., Rampi, L. P., & Pelletier, K. C. (2015). Theory and applications of object-based image analysis and emerging methods in wetland mapping. In Remote Sensing of Wetlands: Applications and Advances (pp. 175-194). CRC Press. https://doi.org/10.1201/b18210

Theory and applications of object-based image analysis and emerging methods in wetland mapping. / Knight, Joe; Corcoran, Jennifer M.; Rampi, Lian P.; Pelletier, Keith C.

Remote Sensing of Wetlands: Applications and Advances. CRC Press, 2015. p. 175-194.

Research output: Chapter in Book/Report/Conference proceedingChapter

Knight, J, Corcoran, JM, Rampi, LP & Pelletier, KC 2015, Theory and applications of object-based image analysis and emerging methods in wetland mapping. in Remote Sensing of Wetlands: Applications and Advances. CRC Press, pp. 175-194. https://doi.org/10.1201/b18210
Knight J, Corcoran JM, Rampi LP, Pelletier KC. Theory and applications of object-based image analysis and emerging methods in wetland mapping. In Remote Sensing of Wetlands: Applications and Advances. CRC Press. 2015. p. 175-194 https://doi.org/10.1201/b18210
Knight, Joe ; Corcoran, Jennifer M. ; Rampi, Lian P. ; Pelletier, Keith C. / Theory and applications of object-based image analysis and emerging methods in wetland mapping. Remote Sensing of Wetlands: Applications and Advances. CRC Press, 2015. pp. 175-194
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