Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year

Yan Wang; Joseph Knight; Lian P. Rampi; Rong Cao

doi:10.1109/IGARSS.2014.6947451

Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year

Yan Wang, Joseph Knight, Lian P. Rampi, Rong Cao

Forest Resources

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

3 Scopus citations

Abstract

Combining historical white and black aerial photo with more recent LiDAR and high resolution imagery, this research mapped wetland with high accuracy from 1930s to 2010s in object-based image analysis approach (OBIA). This research shows good potential in combining grey level information with OBIA method to map accurate historical wetland. We found that there were more small wetlands in 1938, but more large wetlands in 1978. In 2011, there were similar amount of small wetlands with 1938. Though 2011 had fewer large wetlands than 1978, 2011 year's individual large wetland had much larger area than those in 1978 and thus contributed to much larger total wetland area in 2011 than in 1978. We found significantly increasing precipitation and decreasing temperature over the time series, also drought in 1938, and this may explain wetland change well.

Original language	English (US)
Title of host publication	International Geoscience and Remote Sensing Symposium (IGARSS)
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	4343-4346
Number of pages	4
ISBN (Electronic)	9781479957750
DOIs	https://doi.org/10.1109/IGARSS.2014.6947451
State	Published - Nov 4 2014
Event	Joint 2014 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2014 and the 35th Canadian Symposium on Remote Sensing, CSRS 2014 - Quebec City, Canada Duration: Jul 13 2014 → Jul 18 2014

Publication series

Name	International Geoscience and Remote Sensing Symposium (IGARSS)

Other

Other	Joint 2014 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2014 and the 35th Canadian Symposium on Remote Sensing, CSRS 2014
Country/Territory	Canada
City	Quebec City
Period	7/13/14 → 7/18/14

Bibliographical note

Publisher Copyright:
© 2014 IEEE.

Keywords

LiDAR
OBIA
Wetland mapping
historical aerial photo

Publisher link

10.1109/IGARSS.2014.6947451

Find It

Find It at U of M Libraries

Cite this

Wang, Y., Knight, J., Rampi, L. P., & Cao, R. (2014). Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year. In International Geoscience and Remote Sensing Symposium (IGARSS) (pp. 4343-4346). Article 6947451 (International Geoscience and Remote Sensing Symposium (IGARSS)). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IGARSS.2014.6947451

Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year. / Wang, Yan; Knight, Joseph; Rampi, Lian P. et al.
International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc., 2014. p. 4343-4346 6947451 (International Geoscience and Remote Sensing Symposium (IGARSS)).

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

Wang, Y, Knight, J, Rampi, LP & Cao, R 2014, Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year. in International Geoscience and Remote Sensing Symposium (IGARSS)., 6947451, International Geoscience and Remote Sensing Symposium (IGARSS), Institute of Electrical and Electronics Engineers Inc., pp. 4343-4346, Joint 2014 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2014 and the 35th Canadian Symposium on Remote Sensing, CSRS 2014, Quebec City, Canada, 7/13/14. https://doi.org/10.1109/IGARSS.2014.6947451

Wang Y, Knight J, Rampi LP, Cao R. Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year. In International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc. 2014. p. 4343-4346. 6947451. (International Geoscience and Remote Sensing Symposium (IGARSS)). doi: 10.1109/IGARSS.2014.6947451

@inproceedings{89f5c8a5a4074f3882b78c643c95b395,

title = "Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year",

abstract = "Combining historical white and black aerial photo with more recent LiDAR and high resolution imagery, this research mapped wetland with high accuracy from 1930s to 2010s in object-based image analysis approach (OBIA). This research shows good potential in combining grey level information with OBIA method to map accurate historical wetland. We found that there were more small wetlands in 1938, but more large wetlands in 1978. In 2011, there were similar amount of small wetlands with 1938. Though 2011 had fewer large wetlands than 1978, 2011 year's individual large wetland had much larger area than those in 1978 and thus contributed to much larger total wetland area in 2011 than in 1978. We found significantly increasing precipitation and decreasing temperature over the time series, also drought in 1938, and this may explain wetland change well.",

keywords = "LiDAR, OBIA, Wetland mapping, historical aerial photo",

author = "Yan Wang and Joseph Knight and Rampi, {Lian P.} and Rong Cao",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; Joint 2014 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2014 and the 35th Canadian Symposium on Remote Sensing, CSRS 2014 ; Conference date: 13-07-2014 Through 18-07-2014",

year = "2014",

month = nov,

day = "4",

doi = "10.1109/IGARSS.2014.6947451",

language = "English (US)",

series = "International Geoscience and Remote Sensing Symposium (IGARSS)",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "4343--4346",

booktitle = "International Geoscience and Remote Sensing Symposium (IGARSS)",

}

TY - GEN

T1 - Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year

AU - Wang, Yan

AU - Knight, Joseph

AU - Rampi, Lian P.

AU - Cao, Rong

PY - 2014/11/4

Y1 - 2014/11/4

N2 - Combining historical white and black aerial photo with more recent LiDAR and high resolution imagery, this research mapped wetland with high accuracy from 1930s to 2010s in object-based image analysis approach (OBIA). This research shows good potential in combining grey level information with OBIA method to map accurate historical wetland. We found that there were more small wetlands in 1938, but more large wetlands in 1978. In 2011, there were similar amount of small wetlands with 1938. Though 2011 had fewer large wetlands than 1978, 2011 year's individual large wetland had much larger area than those in 1978 and thus contributed to much larger total wetland area in 2011 than in 1978. We found significantly increasing precipitation and decreasing temperature over the time series, also drought in 1938, and this may explain wetland change well.

AB - Combining historical white and black aerial photo with more recent LiDAR and high resolution imagery, this research mapped wetland with high accuracy from 1930s to 2010s in object-based image analysis approach (OBIA). This research shows good potential in combining grey level information with OBIA method to map accurate historical wetland. We found that there were more small wetlands in 1938, but more large wetlands in 1978. In 2011, there were similar amount of small wetlands with 1938. Though 2011 had fewer large wetlands than 1978, 2011 year's individual large wetland had much larger area than those in 1978 and thus contributed to much larger total wetland area in 2011 than in 1978. We found significantly increasing precipitation and decreasing temperature over the time series, also drought in 1938, and this may explain wetland change well.

KW - LiDAR

KW - OBIA

KW - Wetland mapping

KW - historical aerial photo

UR - http://www.scopus.com/inward/record.url?scp=84911400625&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84911400625&partnerID=8YFLogxK

U2 - 10.1109/IGARSS.2014.6947451

DO - 10.1109/IGARSS.2014.6947451

M3 - Conference contribution

AN - SCOPUS:84911400625

T3 - International Geoscience and Remote Sensing Symposium (IGARSS)

SP - 4343

EP - 4346

BT - International Geoscience and Remote Sensing Symposium (IGARSS)

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - Joint 2014 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2014 and the 35th Canadian Symposium on Remote Sensing, CSRS 2014

Y2 - 13 July 2014 through 18 July 2014

ER -

Mapping wetland change of prairie pothole region in bigstone county from 1938 year to 2011 year

Abstract

Publication series

Other

Bibliographical note

Keywords

Publisher link

Find It

Other files and links

Fingerprint

Cite this