Selective logging of tropical forests observed using L- and C-band SAR satellite data

O. Antropov, Y. Rauste, Frank Martin Seifert, T. Häme

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

3 Citations (Scopus)

Abstract

In this paper, potential of space-borne SAR data for monitoring selective logging operations in the tropical forest areas was assessed. Two separate studies were organized for this purpose. Both study sites were located in the northern part of the Republic of the Congo. In the first study, bi-temporal mosaics of ALOS PALSAR data were used in order to map areas affected by logging operations. Data were collected in 2007-2010. Development is in line with other studies and shows promising potential. In the second study, a time series of strip-map C-band SAR data for detecting and monitoring of selective logging activities was assessed. The technique primarily uses multi-temporal aggregation of orthorectified SAR imagery acquired before and after the forest disturbance, followed by the analysis of textural features of SAR backscatter temporal log-ratio image. This is the first successful demonstration of C-band SAR based mapping of selectively logged areas.
Original languageEnglish
Title of host publicationGeoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
PublisherIEEE Institute of Electrical and Electronic Engineers
Pages3870-3873
ISBN (Electronic)978-147997929-5, 978-1-4799-7928-8
DOIs
Publication statusPublished - 12 Nov 2015
MoE publication typeA4 Article in a conference publication
EventIEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Milano, Italy
Duration: 26 Jul 201531 Jul 2015

Conference

ConferenceIEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015
Abbreviated titleIGARSS
CountryItaly
CityMilano
Period26/07/1531/07/15

Fingerprint

selective logging
tropical forest
satellite data
synthetic aperture radar
PALSAR
ALOS
monitoring
backscatter
imagery
time series
disturbance

Cite this

Antropov, O., Rauste, Y., Seifert, F. M., & Häme, T. (2015). Selective logging of tropical forests observed using L- and C-band SAR satellite data. In Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International (pp. 3870-3873). IEEE Institute of Electrical and Electronic Engineers . https://doi.org/10.1109/IGARSS.2015.7326669
Antropov, O. ; Rauste, Y. ; Seifert, Frank Martin ; Häme, T. / Selective logging of tropical forests observed using L- and C-band SAR satellite data. Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International. IEEE Institute of Electrical and Electronic Engineers , 2015. pp. 3870-3873
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abstract = "In this paper, potential of space-borne SAR data for monitoring selective logging operations in the tropical forest areas was assessed. Two separate studies were organized for this purpose. Both study sites were located in the northern part of the Republic of the Congo. In the first study, bi-temporal mosaics of ALOS PALSAR data were used in order to map areas affected by logging operations. Data were collected in 2007-2010. Development is in line with other studies and shows promising potential. In the second study, a time series of strip-map C-band SAR data for detecting and monitoring of selective logging activities was assessed. The technique primarily uses multi-temporal aggregation of orthorectified SAR imagery acquired before and after the forest disturbance, followed by the analysis of textural features of SAR backscatter temporal log-ratio image. This is the first successful demonstration of C-band SAR based mapping of selectively logged areas.",
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Antropov, O, Rauste, Y, Seifert, FM & Häme, T 2015, Selective logging of tropical forests observed using L- and C-band SAR satellite data. in Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International. IEEE Institute of Electrical and Electronic Engineers , pp. 3870-3873, IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015, Milano, Italy, 26/07/15. https://doi.org/10.1109/IGARSS.2015.7326669

Selective logging of tropical forests observed using L- and C-band SAR satellite data. / Antropov, O.; Rauste, Y.; Seifert, Frank Martin; Häme, T.

Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International. IEEE Institute of Electrical and Electronic Engineers , 2015. p. 3870-3873.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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Antropov O, Rauste Y, Seifert FM, Häme T. Selective logging of tropical forests observed using L- and C-band SAR satellite data. In Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International. IEEE Institute of Electrical and Electronic Engineers . 2015. p. 3870-3873 https://doi.org/10.1109/IGARSS.2015.7326669