Automatic change detection in RapidEye data using the combined MAD and kernel MAF methods

Allan Aasbjerg Nielsen; Antje Hecheltjen; Frank Thonfeld; Morton John Canty

doi:10.1109/IGARSS.2010.5652663

Automatic change detection in RapidEye data using the combined MAD and kernel MAF methods

Allan Aasbjerg Nielsen (Invited author), Antje Hecheltjen (Invited author), Frank Thonfeld (Invited author), Morton John Canty (Invited author)

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

Abstract

The IR-MAD components show changes for a large part of the entire subset. Especially phenological changes in the agricultural fields surrounding the open pit are predominant. As opposed to this, kMAF components focus more on changes in the open-cast mine (and changes due to the two clouds and their shadows, not visible in the zoom). Ground data were available from bucket-wheel excavators on the extraction side (to the northwest in the open pit) in terms of elevation data for both dates. No ground data were available for changes due to backfill (southeastern part of the open pit) or changes due to mining machines other than the bucket-wheels.

Original language	English
Title of host publication	International Geoscience and Remote Sensing Symposium
Publisher	IEEE
Publication date	2010
Pages	3078-3081
ISBN (Print)	978-1-4244-9564-1
DOIs	https://doi.org/10.1109/IGARSS.2010.5652663
Publication status	Published - 2010
Event	30th International Geoscience and Remote Sensing symposium - Honolulu, HI, United States Duration: 25 Jul 2010 → 30 Jul 2010 Conference number: 30 http://www.igarss2010.org/

Conference

Conference	30th International Geoscience and Remote Sensing symposium
Number	30
Country/Territory	United States
City	Honolulu, HI
Period	25/07/2010 → 30/07/2010
Internet address	http://www.igarss2010.org/

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10.1109/IGARSS.2010.5652663

http://www.imm.dtu.dk/pubdb/p.php?5856

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@inproceedings{aa3b6f6c6faf43218d92a53f58f9a4ab,

title = "Automatic change detection in RapidEye data using the combined MAD and kernel MAF methods",

abstract = "The IR-MAD components show changes for a large part of the entire subset. Especially phenological changes in the agricultural fields surrounding the open pit are predominant. As opposed to this, kMAF components focus more on changes in the open-cast mine (and changes due to the two clouds and their shadows, not visible in the zoom). Ground data were available from bucket-wheel excavators on the extraction side (to the northwest in the open pit) in terms of elevation data for both dates. No ground data were available for changes due to backfill (southeastern part of the open pit) or changes due to mining machines other than the bucket-wheels.",

author = "Nielsen, {Allan Aasbjerg} and Antje Hecheltjen and Frank Thonfeld and Canty, {Morton John}",

year = "2010",

doi = "10.1109/IGARSS.2010.5652663",

language = "English",

isbn = "978-1-4244-9564-1",

pages = "3078--3081",

booktitle = "International Geoscience and Remote Sensing Symposium",

publisher = "IEEE",

address = "United States",

note = "30th International Geoscience and Remote Sensing symposium, IGARSS 2010 ; Conference date: 25-07-2010 Through 30-07-2010",

url = "http://www.igarss2010.org/",

}

Nielsen, AA, Hecheltjen, A, Thonfeld, F & Canty, MJ 2010, Automatic change detection in RapidEye data using the combined MAD and kernel MAF methods. in International Geoscience and Remote Sensing Symposium. IEEE, pp. 3078-3081, 30th International Geoscience and Remote Sensing symposium, Honolulu, HI, United States, 25/07/2010. https://doi.org/10.1109/IGARSS.2010.5652663

Automatic change detection in RapidEye data using the combined MAD and kernel MAF methods. / Nielsen, Allan Aasbjerg (Invited author); Hecheltjen, Antje (Invited author); Thonfeld, Frank (Invited author) et al.
International Geoscience and Remote Sensing Symposium. IEEE, 2010. p. 3078-3081.

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

TY - GEN

T1 - Automatic change detection in RapidEye data using the combined MAD and kernel MAF methods

AU - Nielsen, Allan Aasbjerg

AU - Hecheltjen, Antje

AU - Thonfeld, Frank

AU - Canty, Morton John

N1 - Conference code: 30

PY - 2010

Y1 - 2010

N2 - The IR-MAD components show changes for a large part of the entire subset. Especially phenological changes in the agricultural fields surrounding the open pit are predominant. As opposed to this, kMAF components focus more on changes in the open-cast mine (and changes due to the two clouds and their shadows, not visible in the zoom). Ground data were available from bucket-wheel excavators on the extraction side (to the northwest in the open pit) in terms of elevation data for both dates. No ground data were available for changes due to backfill (southeastern part of the open pit) or changes due to mining machines other than the bucket-wheels.

AB - The IR-MAD components show changes for a large part of the entire subset. Especially phenological changes in the agricultural fields surrounding the open pit are predominant. As opposed to this, kMAF components focus more on changes in the open-cast mine (and changes due to the two clouds and their shadows, not visible in the zoom). Ground data were available from bucket-wheel excavators on the extraction side (to the northwest in the open pit) in terms of elevation data for both dates. No ground data were available for changes due to backfill (southeastern part of the open pit) or changes due to mining machines other than the bucket-wheels.

U2 - 10.1109/IGARSS.2010.5652663

DO - 10.1109/IGARSS.2010.5652663

M3 - Article in proceedings

SN - 978-1-4244-9564-1

SP - 3078

EP - 3081

BT - International Geoscience and Remote Sensing Symposium

PB - IEEE

T2 - 30th International Geoscience and Remote Sensing symposium

Y2 - 25 July 2010 through 30 July 2010

ER -

Automatic change detection in RapidEye data using the combined MAD and kernel MAF methods

Abstract

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