TanDEM-X elevation model data for canopy height and aboveground biomass retrieval in a tropical peat swamp forest. Issue 21 (1st November 2016)

• Record Type: Journal Article
• Authors: Schlund, Michael; von Poncet, Felicitas; Kuntz, Steffen; Boehm, Hans-Dieter Viktor; Hoekman, Dirk H.; Schmullius, Christiane
• Is Part Of: International journal of remote sensing. Volume 37:Issue 21(2016)
• Page Start: 5021
• Page End: 5044
• Publication Date: 2016-11-01
• Subjects: Remote sensing -- Periodicals; Télédétection -- Périodiques; 621.3678
• DOI: 10.1080/01431161.2016.1226001
• Languages: English
• ISSNs: 0143-1161

Abstract

ABSTRACT: It was demonstrated in the past that radar data is useful to estimate aboveground biomass due to their interferometric capability. Therefore, the potential of a globally available TanDEM-X digital elevation model (DEM) was investigated for aboveground biomass estimation via canopy height models (CHMs) in a tropical peat swamp forest. However, CHMs based on X-band interferometers usually require external terrain models. High accurate terrain models are not available on global scale. Therefore, an approach exclusively based on TanDEM-X and the decrease of accuracy compared to an approach utilizing a high accurate terrain model is assessed. In addition, the potential of X-band interferometric heights in tropical forests needs to be evaluated. Therefore, two CHMs were derived from an intermediate TanDEM-X DEM (iDEM; as a precursor for WorldDEM TM ) alone and in combination with lidar measurements used as terrain model. The analysis showed high accuracies (root mean square error [RMSE] = 5 m) for CHMs based on iDEM and reliable estimation of aboveground biomass. The iDEM CHM, exclusively based on TanDEM-X, achieved a poor R 2 of 0.2, nonetheless resulted in a cross-validated RMSE of 54 t ha −1 (16%). The low R 2 suggested that the X-band height alone was not sufficient to estimate an accurate CHM, and thus the need for external terrain models was confirmed. A CHM retrieved from the difference of iDEM and an accurate lidar terrain model achieved a considerably higher correlation with aboveground biomass ( R 2 = 0.68) and low cross-validated RMSE of 24.5 t ha −1 (7.5%). This was higher or comparable to other aboveground biomass estimations in tropical peat swamp forests. The potential of X-band interferometric heights for CHM and biomass estimation was thus confirmed in tropical forest in addition to existing knowledge in boreal forests.