Assessment of airborne LiDAR data for instream flow type classification

Yu Li Lin, Chi-Kuei Wang

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

3 Citations (Scopus)

Abstract

The information of instream biotype, i.e., types, location, distribution, etc, are important for estuary environment management. Field observations carry out by ecology surveyor is the standard procedure to gather that information, which is time consuming and difficult to be applied to a large spatial extend. In this research, we propose using airborne for instream biotype classification. Texture of point clouds is the key to distinguish between flow types, and semi-variogram was employed for texture measurement of different flow types. The principle component analysis is then used for classification and data compression. The results show that the first principle components are closely related to the flow types considered in this study.

Original languageEnglish
Title of host publication2010 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010
Pages930-933
Number of pages4
DOIs
Publication statusPublished - 2010 Dec 1
Event2010 30th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010 - Honolulu, HI, United States
Duration: 2010 Jul 252010 Jul 30

Publication series

NameInternational Geoscience and Remote Sensing Symposium (IGARSS)

Other

Other2010 30th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010
CountryUnited States
CityHonolulu, HI
Period10-07-2510-07-30

Fingerprint

instream flow
biotype
Textures
Data compression
Estuaries
Ecology
texture
variogram
compression
estuary
ecology

All Science Journal Classification (ASJC) codes

  • Computer Science Applications
  • Earth and Planetary Sciences(all)

Cite this

Lin, Y. L., & Wang, C-K. (2010). Assessment of airborne LiDAR data for instream flow type classification. In 2010 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010 (pp. 930-933). [5653502] (International Geoscience and Remote Sensing Symposium (IGARSS)). https://doi.org/10.1109/IGARSS.2010.5653502
Lin, Yu Li ; Wang, Chi-Kuei. / Assessment of airborne LiDAR data for instream flow type classification. 2010 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010. 2010. pp. 930-933 (International Geoscience and Remote Sensing Symposium (IGARSS)).
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Lin, YL & Wang, C-K 2010, Assessment of airborne LiDAR data for instream flow type classification. in 2010 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010., 5653502, International Geoscience and Remote Sensing Symposium (IGARSS), pp. 930-933, 2010 30th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010, Honolulu, HI, United States, 10-07-25. https://doi.org/10.1109/IGARSS.2010.5653502

Assessment of airborne LiDAR data for instream flow type classification. / Lin, Yu Li; Wang, Chi-Kuei.

2010 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010. 2010. p. 930-933 5653502 (International Geoscience and Remote Sensing Symposium (IGARSS)).

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

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Lin YL, Wang C-K. Assessment of airborne LiDAR data for instream flow type classification. In 2010 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010. 2010. p. 930-933. 5653502. (International Geoscience and Remote Sensing Symposium (IGARSS)). https://doi.org/10.1109/IGARSS.2010.5653502