MEASUREMENTS OF FOREST BIOMASS CHANGE USING L- AND P-BAND SAR BACKSCATTER

被引:0
|
作者
Huuva, Ivan [1 ]
Fransson, Johan E. S. [1 ]
Persson, Henrik J. [1 ]
Wallerman, Jorgen [1 ]
Ulander, Lars M. H. [2 ]
Blomberg, Erik [2 ]
Soja, Maciej J. [2 ]
机构
[1] Swedish Univ Agr Sci, Dept Forest Resource Management, SE-90183 Umea, Sweden
[2] Chalmers Univ Technol, Dept Space Earth & Environm, Gothenburg, Sweden
关键词
Biomass; forestry; L-band; P-band; radar; modeling; INTENSITY; IMAGES;
D O I
暂无
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Three-year forest above-ground biomass change were measured using L-and P-band Synthetic Aperture Radar (SAR) backscatter. The SAR data were collected in the airborne BioSAR 2007 and BioSAR 2010 campaigns over the hemiboreal Remningstorp test site in southern Sweden. Regression models for biomass were developed using reference biomass maps created using airborne laser scanning data and field measurements. The results from regression analysis show that using HV backscatter (or VH) in a model with above-ground biomass and backscatter change on either natural logarithmic or square root, and decibel scale, respectively, explained most of the variation in the biomass change, both for L- and P-band. In the case of L-band, the two best cases showed R-2 values of 66%, when comparing two SAR images acquired 2007 and 2010. For P-band using the same models, the best cases showed R-2 values of 62%. In summary, the results look promising using L- and P-band backscattering for mapping biomass change.
引用
收藏
页码:5818 / 5821
页数:4
相关论文
共 50 条
  • [21] Benchmarking the Retrieval of Biomass in Boreal Forests Using P-Band SAR Backscatter with Multi-Temporal C- and L-Band Observations
    Cartus, Oliver
    Santoro, Maurizio
    Wegmuller, Urs
    Rommen, Bjorn
    REMOTE SENSING, 2019, 11 (14)
  • [22] An accurate analysis of L-band SAR backscatter sensitivity to forest biomass
    Castel, T
    Beaudoin, A
    Picard, G
    Le Toan, T
    Caraglio, Y
    Houllier, F
    IGARSS 2000: IEEE 2000 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOL I - VI, PROCEEDINGS, 2000, : 2564 - 2566
  • [23] Evaluation of P-Band SAR Tomography for Mapping Tropical Forest Vertical Backscatter and Tree Height
    Ramachandran, Naveen
    Saatchi, Sassan
    Tebaldini, Stefano
    d'Alessandro, Mauro Mariotti
    Dikshit, Onkar
    REMOTE SENSING, 2021, 13 (08)
  • [24] UNDERSTANDING AND VALIDATION OF THE POLARIMETRIC SCATTERING OF A FOREST FOR BISTATIC P-BAND SAR MEASUREMENTS
    Everaere, Etienne
    Colin-Koeniguer, Elise
    Thirion-Lefevre, Laetitia
    de Martino, Antonello
    2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2014,
  • [25] Inventory of forest biomass in Brazilian Amazon: a local approach using airborne P-band SAR data
    dos Santos, JR
    Araujo, LS
    Freitas, CC
    Sant'Anna, SJS
    Dutra, LV
    Mura, JC
    Gama, FF
    Hernaandez, P
    IGARSS 2001: SCANNING THE PRESENT AND RESOLVING THE FUTURE, VOLS 1-7, PROCEEDINGS, 2001, : 786 - 788
  • [26] DECOMPOSING SOIL AND VEGETATION CONTRIBUTIONS IN POLARIMETRIC L- AND P-BAND SAR OBSERVATIONS
    Alemohammad, S. H.
    Jagdhuber, T.
    Moghaddam, M.
    Entekhabi, D.
    2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 7553 - 7556
  • [27] CALIBRATION CHALLENGES FOR THE BIOMASS P-BAND SAR INSTRUMENT
    Quegan, S.
    Lomas, M.
    Papathanassiou, K. P.
    Kim, J-S.
    Tebaldini, S.
    Giudici, D.
    Scagliola, M.
    Guccione, P.
    Dall, J.
    Dubois-Fernandez, P.
    Paillou, P.
    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 8575 - 8578
  • [28] Forest Biomass Retrieval From L-Band SAR Using Tomographic Ground Backscatter Removal
    Blomberg, Erik
    Ferro-Famil, Laurent
    Soja, Maciej J.
    Ulander, Lars M. H.
    Tebaldini, Stefano
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2018, 15 (07) : 1030 - 1034
  • [29] L- and P-band for surface parameter estimation
    Hajnsek, I
    Papathanassiou, KP
    Cloude, SR
    IGARSS 2001: SCANNING THE PRESENT AND RESOLVING THE FUTURE, VOLS 1-7, PROCEEDINGS, 2001, : 2775 - 2777
  • [30] Tropical forest biomass retrieval using P-band PolTomSAR data
    Chehade, Bassam El Hajj
    Ferro-Famil, Laurent
    Ho Tong Minh Dinh
    Thuy Le Toan
    Tebaldini, Stefano
    11TH EUROPEAN CONFERENCE ON SYNTHETIC APERTURE RADAR (EUSAR 2016), 2016, : 51 - 54