TROPICAL FOREST HEIGHT AND UNDERLYING TOPOGRAPHY FROM TANDEM-X SAR INTERFEROMETRY

被引:1
|
作者
Lei, Yang [1 ]
Treuhaft, Robert [2 ]
Goncalves, Fabio [3 ]
机构
[1] CALTECH, Div Geol & Planetary Sci, Pasadena, CA 91125 USA
[2] CALTECH, Jet Prop Lab, Pasadena, CA USA
[3] Canopy Remote Sensing Solut, Florianopolis, SC, Brazil
关键词
Spaceborne; synthetic aperture radar interferometry; InSAR; forest height; underlying topography; lidar; DEM; DTM; TanDEM-X; SRTM; Tapajos National Forest; tropical;
D O I
10.1109/IGARSS39084.2020.9324576
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Spaceborne SAR Interferometry (InSAR) has the sensitivity to measure canopy height as well as the underlying topography. However, these measurements are limited by attenuation of the radar wave. In this paper, we refine an interferometric approach that exploits few-look averaged interferograms, a coherent electromagnetic simulator and field inventory data. Both the underlying topography as well as the canopy height (forest mean height, canopy top height) are estimated through a statistical method that relates the true ground position to the statistics of few-look InSAR phase-heights that are simulated using the simulator and field data. Using DLR's TanDEM-X InSAR data, we validate the approach over a well-studied Brazilian tropical forest with both field inventory and lidar data. As validated against lidar data, the estimated underlying topography has an accuracy of 3 m, while the forest mean height and canopy top height have an accuracy of 3 m and 4-5 m, respectively, at the resolution of one hectare forest stands. Given the global data availability of TanDEM-X and the future TanDEM-L, this approach has the potential of wall-to-wall mapping of the forest height as well as underlying topography using single polarization/baseline.
引用
收藏
页码:4979 / 4982
页数:4
相关论文
共 50 条
  • [41] Icebergs in Sea Ice With TanDEM-X Interferometry
    Zakharov, Igor
    Puestow, Thomas
    Power, Desmond
    Howell, Mark
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2019, 16 (07) : 1070 - 1074
  • [42] TanDEM-X: A TerraSAR-X add-on satellite for single-pass SAR interferometry
    Moreira, A
    Krieger, G
    Hajnsek, I
    Hounam, D
    Werner, M
    Riegger, S
    Settelmeyer, E
    [J]. IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7: SCIENCE FOR SOCIETY: EXPLORING AND MANAGING A CHANGING PLANET, 2004, : 1000 - 1003
  • [43] Relationship of Canopy Cover with TanDEM-X Features in a Tropical Peat Swamp Forest
    Schlund, Michael
    Von Poncet, Felicitas
    Kuntz, Steffen
    Hoekman, Dirk H.
    [J]. GI_FORUM 2013: CREATING THE GISOCIETY, 2013, : 109 - 112
  • [44] TanDEM-X data for aboveground biomass retrieval in a tropical peat swamp forest
    Schlund, Michael
    von Poncet, Felicitas
    Kuntz, Steffen
    Schmullius, Christiane
    Hoekman, Dirk H.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2015, 158 : 255 - 266
  • [45] OPPORTUNITIES OF SNOW PROPERTY EXTRACTION BASED ON SINGLE AND MULTI PASS SAR INTERFEROMETRY: TANDEM-X
    Leinss, Silvan
    Hajnsek, Irena
    [J]. 2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 146 - 149
  • [46] TANDEM-X HEIGHT PERFORMANCE AND DATA COVERAGE
    Wecklich, Christopher
    Gonzalez, Carolina
    Rizzoli, Paola
    [J]. 2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2017, : 4088 - 4091
  • [47] BISTATIC SAR EXPERIMENTS WITH THE TANDEM-X CONSTELLATION
    Rodriguez-Cassola, Marc
    Prats, Pau
    Steinbrecher, Ulrich
    Horn, Ralf
    Nottensteiner, Anton
    Schulze, Daniel
    Keller, Martin
    Pinheiro, Muriel
    Zink, Manfred
    Reigber, Andreas
    Krieger, Gerhard
    Moreira, Alberto
    [J]. 2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 1920 - 1923
  • [48] Advanced Interferometric SAR Techniques with TanDEM-X
    Moreira, Alberto
    Krieger, Gerhard
    Fiedler, Hauke
    Hajnsek, Irena
    Younis, Marwan
    Zink, Manfred
    Werner, Marian
    [J]. 2008 IEEE RADAR CONFERENCE, VOLS. 1-4, 2008, : 1249 - 1253
  • [49] FOREST HEIGHT ESTIMATION FROM TANDEM-X INSAR COHERENCE MAGNITUDE TOWARDS LARGE SCALE APPLICATIONS
    Choi, Changhyun
    Guliaev, Roman
    Cazcarra-Bes, Victor
    Pardini, Matteo
    Papathanassiou, Konstantinos P.
    [J]. IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 3413 - 3415
  • [50] Erratum to: Monitoring elevation change of glaciers on Geladandong Mountain using TanDEM-X SAR interferometry
    Guang Liu
    Jing-hui Fan
    Feng Zhao
    Ke-biao Mao
    Chang-yong Dou
    [J]. Journal of Mountain Science, 2017, 14 : 1454 - 1454