Tropical forest tree height retrieval with TanDEM-X: algorithm development and accuracy analysis

Oleg Antropov (Corresponding author), Yrjö Rauste, Tuomas Häme, Ben de Jong

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

Abstract

Two semi-empirical approaches suitable for forest tree height retrieval from interferometric SAR images were developed in this study. Methods developed are mainly meant for cases when reference elevation model is missing. Spaceborne interferometric SAR data from TanDEM-X mission was used in the study. The study site was located in the south-eastern part of the state of Chiapas, Mexico. The TanDEM-X images were acquired during spring and summer 2012. The height estimates obtained in the study varied between 15 and 35 meters in the area of interest covered by the TanDEM-X images. The Pearson's correlation coefficient between estimated tree heights and reference ground plots form National Forest Inventory were 0.25 and 0.32 for maximum and average tree height measures, respectively. This work on tropical forest tree height retrieval from interferometric TanDEM-X images was performed within the EU FP7 project ReCover
Original languageEnglish
Title of host publicationProceedings of the ESA Living Planet Symposium 2013
Place of PublicationNoordwijk
PublisherEuropean Space Agency ESA
Number of pages5
ISBN (Print)978-92-9221-286-5
Publication statusPublished - 2013
MoE publication typeB3 Non-refereed article in conference proceedings
EventESA Living Planet Symposium 2013 - Edinburgh, United Kingdom
Duration: 9 Sep 201313 Sep 2013
Conference number: ESA SP-722

Conference

ConferenceESA Living Planet Symposium 2013
CountryUnited Kingdom
CityEdinburgh
Period9/09/1313/09/13

Fingerprint

TanDEM-X
tropical forest
synthetic aperture radar
forest inventory
analysis
summer

Keywords

  • Tropical forest
  • tree height
  • synthetic aperure radar
  • interferometry
  • TanDEM-X

Cite this

Antropov, O., Rauste, Y., Häme, T., & de Jong, B. (2013). Tropical forest tree height retrieval with TanDEM-X: algorithm development and accuracy analysis. In Proceedings of the ESA Living Planet Symposium 2013 Noordwijk: European Space Agency ESA.
Antropov, Oleg ; Rauste, Yrjö ; Häme, Tuomas ; de Jong, Ben. / Tropical forest tree height retrieval with TanDEM-X: algorithm development and accuracy analysis. Proceedings of the ESA Living Planet Symposium 2013. Noordwijk : European Space Agency ESA, 2013.
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title = "Tropical forest tree height retrieval with TanDEM-X: algorithm development and accuracy analysis",
abstract = "Two semi-empirical approaches suitable for forest tree height retrieval from interferometric SAR images were developed in this study. Methods developed are mainly meant for cases when reference elevation model is missing. Spaceborne interferometric SAR data from TanDEM-X mission was used in the study. The study site was located in the south-eastern part of the state of Chiapas, Mexico. The TanDEM-X images were acquired during spring and summer 2012. The height estimates obtained in the study varied between 15 and 35 meters in the area of interest covered by the TanDEM-X images. The Pearson's correlation coefficient between estimated tree heights and reference ground plots form National Forest Inventory were 0.25 and 0.32 for maximum and average tree height measures, respectively. This work on tropical forest tree height retrieval from interferometric TanDEM-X images was performed within the EU FP7 project ReCover",
keywords = "Tropical forest, tree height, synthetic aperure radar, interferometry, TanDEM-X",
author = "Oleg Antropov and Yrj{\"o} Rauste and Tuomas H{\"a}me and {de Jong}, Ben",
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booktitle = "Proceedings of the ESA Living Planet Symposium 2013",
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Antropov, O, Rauste, Y, Häme, T & de Jong, B 2013, Tropical forest tree height retrieval with TanDEM-X: algorithm development and accuracy analysis. in Proceedings of the ESA Living Planet Symposium 2013. European Space Agency ESA, Noordwijk, ESA Living Planet Symposium 2013, Edinburgh, United Kingdom, 9/09/13.

Tropical forest tree height retrieval with TanDEM-X: algorithm development and accuracy analysis. / Antropov, Oleg (Corresponding author); Rauste, Yrjö; Häme, Tuomas; de Jong, Ben.

Proceedings of the ESA Living Planet Symposium 2013. Noordwijk : European Space Agency ESA, 2013.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

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T1 - Tropical forest tree height retrieval with TanDEM-X: algorithm development and accuracy analysis

AU - Antropov, Oleg

AU - Rauste, Yrjö

AU - Häme, Tuomas

AU - de Jong, Ben

N1 - CA2: TK802 Project code: 40736

PY - 2013

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N2 - Two semi-empirical approaches suitable for forest tree height retrieval from interferometric SAR images were developed in this study. Methods developed are mainly meant for cases when reference elevation model is missing. Spaceborne interferometric SAR data from TanDEM-X mission was used in the study. The study site was located in the south-eastern part of the state of Chiapas, Mexico. The TanDEM-X images were acquired during spring and summer 2012. The height estimates obtained in the study varied between 15 and 35 meters in the area of interest covered by the TanDEM-X images. The Pearson's correlation coefficient between estimated tree heights and reference ground plots form National Forest Inventory were 0.25 and 0.32 for maximum and average tree height measures, respectively. This work on tropical forest tree height retrieval from interferometric TanDEM-X images was performed within the EU FP7 project ReCover

AB - Two semi-empirical approaches suitable for forest tree height retrieval from interferometric SAR images were developed in this study. Methods developed are mainly meant for cases when reference elevation model is missing. Spaceborne interferometric SAR data from TanDEM-X mission was used in the study. The study site was located in the south-eastern part of the state of Chiapas, Mexico. The TanDEM-X images were acquired during spring and summer 2012. The height estimates obtained in the study varied between 15 and 35 meters in the area of interest covered by the TanDEM-X images. The Pearson's correlation coefficient between estimated tree heights and reference ground plots form National Forest Inventory were 0.25 and 0.32 for maximum and average tree height measures, respectively. This work on tropical forest tree height retrieval from interferometric TanDEM-X images was performed within the EU FP7 project ReCover

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KW - tree height

KW - synthetic aperure radar

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KW - TanDEM-X

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BT - Proceedings of the ESA Living Planet Symposium 2013

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Antropov O, Rauste Y, Häme T, de Jong B. Tropical forest tree height retrieval with TanDEM-X: algorithm development and accuracy analysis. In Proceedings of the ESA Living Planet Symposium 2013. Noordwijk: European Space Agency ESA. 2013