Keith C Pelletier

20092021
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Image analysis Engineering & Materials Science
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Wetlands Engineering & Materials Science
land cover Earth & Environmental Sciences
Optical radar Engineering & Materials Science
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imagery Earth & Environmental Sciences

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Projects 2016 2021

landscape change
lake basin
coastal wetland
monitoring
lake basin

Research Output 2009 2017

  • 6 Article
  • 3 Conference contribution
  • 1 Chapter
10 Citations (Scopus)

Mapping and detection of land use change in a coal mining area using object-based image analysis

Pei, W., Yao, S., Knight, J., Dong, S., Pelletier, K. C., Rampi, L. P., Wang, Y. & Klassen, J., Feb 1 2017, In : Environmental Earth Sciences. 76, 3, 125.

Research output: Contribution to journalArticle

coal mining
Coal mines
coal
Land use
land use change
13 Citations (Scopus)

The effects of point or polygon based training data on randomForest classification accuracy of wetlands

Corcoran, J., Knight, J., Pelletier, K. C., Rampi, L. P. & Wang, Y., Jan 1 2015, In : Remote Sensing. 7, 4, p. 4002-4025 24 p.

Research output: Contribution to journalArticle

polygon
wetland
land cover
ecoregion
ecosystem service
2 Citations (Scopus)

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

Knight, J., Corcoran, J. M., Rampi, L. P. & Pelletier, K. C., Jan 1 2015, Remote Sensing of Wetlands: Applications and Advances. CRC Press, p. 175-194 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Wetlands
image analysis
Image analysis
wetland
Decision trees
1 Citation (Scopus)

An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA

Pelletier, K. C. & Knight, J., Nov 4 2014, International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc., p. 1971-1974 4 p. 6946847. (International Geoscience and Remote Sensing Symposium (IGARSS)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

image analysis
Image analysis
Erosion
flooding
erosion
24 Citations (Scopus)
Optical radar
Wetlands
lidar
imagery
wetland