메뉴 건너뛰기




Volumn 145, Issue , 2014, Pages 93-104

Airborne multi-temporal L-band polarimetric SAR data for biomass estimation in semi-arid forests

Author keywords

Forest biomass; Forest variability; L band radar; Multi temporal; Polarimetric decomposition; Random forest

Indexed keywords


EID: 84894376735     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2014.01.024     Document Type: Article
Times cited : (63)

References (79)
  • 3
    • 0017949166 scopus 로고
    • Vegetation modeled as a water cloud
    • Attema E.P.W., Ulaby F.T. Vegetation modeled as a water cloud. Radio Science 1978, 13:357-364.
    • (1978) Radio Science , vol.13 , pp. 357-364
    • Attema, E.P.W.1    Ulaby, F.T.2
  • 4
  • 6
    • 7044232383 scopus 로고    scopus 로고
    • Allometric relationships and community biomass stocks in White Cypress Pine (Callitris glaucophylla) and associated eucalpyts of the Carnarvon area, central Queensland
    • N.C.A.S. (NCAS) (Ed.)
    • Burrows W.H., Hoffman M.B., Compton J.F., Back P.V. Allometric relationships and community biomass stocks in White Cypress Pine (Callitris glaucophylla) and associated eucalpyts of the Carnarvon area, central Queensland. Technical Report 2001, 33. N.C.A.S. (NCAS) (Ed.).
    • (2001) Technical Report , vol.33
    • Burrows, W.H.1    Hoffman, M.B.2    Compton, J.F.3    Back, P.V.4
  • 7
    • 33750147474 scopus 로고    scopus 로고
    • Polarization coherence tomography
    • Cloude S.R. Polarization coherence tomography. Radio Science 2006, 41:1-27.
    • (2006) Radio Science , vol.41 , pp. 1-27
    • Cloude, S.R.1
  • 11
  • 12
    • 78651083893 scopus 로고    scopus 로고
    • The potential of airborne polarimetric synthetic aperture radar data for quantifying and mapping the biomass and structural diversity of woodlands in semiarid Australia
    • The University of New South Wales, Sydney
    • Cronin N.L.R. The potential of airborne polarimetric synthetic aperture radar data for quantifying and mapping the biomass and structural diversity of woodlands in semiarid Australia. School of Biological, Earth and Environmental Sciences 2004, 517. The University of New South Wales, Sydney.
    • (2004) School of Biological, Earth and Environmental Sciences , pp. 517
    • Cronin, N.L.R.1
  • 17
    • 0030192020 scopus 로고    scopus 로고
    • An automatic ship and ship wake detection system for spaceborne SAR images in coastal regions
    • Eldhuset K. An automatic ship and ship wake detection system for spaceborne SAR images in coastal regions. IEEE Transactions on Geoscience and Remote Sensing 1996, 34:1010-1019.
    • (1996) IEEE Transactions on Geoscience and Remote Sensing , vol.34 , pp. 1010-1019
    • Eldhuset, K.1
  • 18
    • 79952070871 scopus 로고    scopus 로고
    • Aboveground biomass retrieval in tropical forests - The potential of combined X- and L-band SAR data use
    • Englhart S., Keuck V., Siegert F. Aboveground biomass retrieval in tropical forests - The potential of combined X- and L-band SAR data use. Remote Sensing of Environment 2011, 115:1260-1271.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 1260-1271
    • Englhart, S.1    Keuck, V.2    Siegert, F.3
  • 19
    • 78650877896 scopus 로고    scopus 로고
    • Simulated impact of sample plot size and co-registration error on the accuracy and uncertainty of LiDAR-derived estimates of forest stand biomass
    • Frazer G.W., Magnussen S., Wulder M.A., Niemann K.O. Simulated impact of sample plot size and co-registration error on the accuracy and uncertainty of LiDAR-derived estimates of forest stand biomass. Remote Sensing of Environment 2011, 115:636-649.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 636-649
    • Frazer, G.W.1    Magnussen, S.2    Wulder, M.A.3    Niemann, K.O.4
  • 23
    • 37648999681 scopus 로고    scopus 로고
    • Monitoring and estimating tropical forest carbon stocks: Making REDD a reality
    • Gibbs H.K., Brown S., Niles J.O., Foley J.A. Monitoring and estimating tropical forest carbon stocks: Making REDD a reality. Environmental Research Letters 2007, 2:1-13.
    • (2007) Environmental Research Letters , vol.2 , pp. 1-13
    • Gibbs, H.K.1    Brown, S.2    Niles, J.O.3    Foley, J.A.4
  • 24
    • 79959360264 scopus 로고    scopus 로고
    • Advances in remote sensing technology and implications for measuring and monitoring forest carbon stocks and change
    • Goetz S., Dubayah R. Advances in remote sensing technology and implications for measuring and monitoring forest carbon stocks and change. Carbon Management 2011, 2:231-244.
    • (2011) Carbon Management , vol.2 , pp. 231-244
    • Goetz, S.1    Dubayah, R.2
  • 29
    • 30344437304 scopus 로고    scopus 로고
    • Allometric relationships for estimating biomass in grey box (Eucalyptus microcarpa)
    • Hamilton S.D., Brodie G., O'Dwyer C. Allometric relationships for estimating biomass in grey box (Eucalyptus microcarpa). Australian Forestry 2005, 68:267-273.
    • (2005) Australian Forestry , vol.68 , pp. 267-273
    • Hamilton, S.D.1    Brodie, G.2    O'Dwyer, C.3
  • 32
    • 0030485008 scopus 로고    scopus 로고
    • Aggregation and ecological effects in geographically based data
    • Holt D., Steel D., Tranmer M., Wrigley N. Aggregation and ecological effects in geographically based data. Geographical Analysis 1996, 28:244-261.
    • (1996) Geographical Analysis , vol.28 , pp. 244-261
    • Holt, D.1    Steel, D.2    Tranmer, M.3    Wrigley, N.4
  • 34
    • 0029276354 scopus 로고
    • Radar backscatter and biomass saturation: Ramifications for global biomass inventory
    • Imhoff M.L. Radar backscatter and biomass saturation: Ramifications for global biomass inventory. IEEE Transactions on Geoscience and Remote Sensing 1995, 33:511-518.
    • (1995) IEEE Transactions on Geoscience and Remote Sensing , vol.33 , pp. 511-518
    • Imhoff, M.L.1
  • 39
    • 33646702801 scopus 로고    scopus 로고
    • The potential and challenge of remote sensing-based biomass estimation
    • Lu D. The potential and challenge of remote sensing-based biomass estimation. International Journal of Remote Sensing 2006, 27:1297-1328.
    • (2006) International Journal of Remote Sensing , vol.27 , pp. 1297-1328
    • Lu, D.1
  • 40
  • 41
    • 0000715902 scopus 로고    scopus 로고
    • The potential od synthetic aperture radar (SAR) for quantifying the biomass of Australia's woodlands
    • Lucas R., Milne A.K., Cronin N., Witte C., Denham R. The potential od synthetic aperture radar (SAR) for quantifying the biomass of Australia's woodlands. The Rangeland Journal 2000, 22:124-140.
    • (2000) The Rangeland Journal , vol.22 , pp. 124-140
    • Lucas, R.1    Milne, A.K.2    Cronin, N.3    Witte, C.4    Denham, R.5
  • 43
    • 0022927008 scopus 로고
    • Gross merchantable timber volume estimation using an airborne LiDAR system
    • MacLean G.A., Krabill W.B. Gross merchantable timber volume estimation using an airborne LiDAR system. Canadian Journal of Remote Sensing 1986, 12:7-18.
    • (1986) Canadian Journal of Remote Sensing , vol.12 , pp. 7-18
    • MacLean, G.A.1    Krabill, W.B.2
  • 46
    • 72049128283 scopus 로고    scopus 로고
    • Using satellite radar backscatter to predict above-ground woody biomass: A consistent relationship across four different African landscapes
    • Mitchard E.T.A., Saatchi S.S., Woodhouse I.H., Nangendo G., Ribeiro N.S., Williams M., et al. Using satellite radar backscatter to predict above-ground woody biomass: A consistent relationship across four different African landscapes. Geophysical Research Letters 2009, 36:1-6.
    • (2009) Geophysical Research Letters , vol.36 , pp. 1-6
    • Mitchard, E.T.A.1    Saatchi, S.S.2    Woodhouse, I.H.3    Nangendo, G.4    Ribeiro, N.S.5    Williams, M.6
  • 47
    • 0037381888 scopus 로고    scopus 로고
    • Biomass quantification of Andean wetland forages using ERS satellite SAR data for optimizing livestock management
    • Moreau S., Le Toan T. Biomass quantification of Andean wetland forages using ERS satellite SAR data for optimizing livestock management. Remote Sensing of Environment 2003, 84:477-492.
    • (2003) Remote Sensing of Environment , vol.84 , pp. 477-492
    • Moreau, S.1    Le Toan, T.2
  • 48
    • 80052775647 scopus 로고    scopus 로고
    • Estimating aboveground biomass in forest and oil palm plantation in Sabah, Malaysian Borneo using ALOS PALSAR data
    • Morel A.C., Saatchi S.S., Malhi Y., Berry N.J., Banin L., Burslem D., et al. Estimating aboveground biomass in forest and oil palm plantation in Sabah, Malaysian Borneo using ALOS PALSAR data. Forest Ecology and Management 2011, 262:1786-1798.
    • (2011) Forest Ecology and Management , vol.262 , pp. 1786-1798
    • Morel, A.C.1    Saatchi, S.S.2    Malhi, Y.3    Berry, N.J.4    Banin, L.5    Burslem, D.6
  • 49
    • 0024163829 scopus 로고
    • Using airborne lasers to estimate forest canopy and stand characteristics
    • Nelson R., Swift R., Krabill W. Using airborne lasers to estimate forest canopy and stand characteristics. Journal of Forestry 1988, 86:31-38.
    • (1988) Journal of Forestry , vol.86 , pp. 31-38
    • Nelson, R.1    Swift, R.2    Krabill, W.3
  • 50
    • 84855905962 scopus 로고    scopus 로고
    • Assessing performance of L- and P-band polarimetric interferometric SAR data in estimating boreal forest above-ground biomass
    • Neumann M., Saatchi S.S., Ulander L.M.H., Fransson J.E.S. Assessing performance of L- and P-band polarimetric interferometric SAR data in estimating boreal forest above-ground biomass. IEEE Transactions on Geoscience and Remote Sensing 2012, 50:714-726.
    • (2012) IEEE Transactions on Geoscience and Remote Sensing , vol.50 , pp. 714-726
    • Neumann, M.1    Saatchi, S.S.2    Ulander, L.M.H.3    Fransson, J.E.S.4
  • 59
    • 84877665043 scopus 로고    scopus 로고
    • Impacts of spatial variability on aboveground biomass estimation from L-band radar in a temperate forest
    • Robinson C., Saatchi S.S., Neumann M., Gillespie T. Impacts of spatial variability on aboveground biomass estimation from L-band radar in a temperate forest. Remote Sensing 2013, 5:1001-1023.
    • (2013) Remote Sensing , vol.5 , pp. 1001-1023
    • Robinson, C.1    Saatchi, S.S.2    Neumann, M.3    Gillespie, T.4
  • 62
    • 79959964789 scopus 로고    scopus 로고
    • Impact of spatial variability of tropical forest structure on radar estimation of aboveground biomass
    • Saatchi S.S., Marlier M., Chazdon R.L., Clark D.B., Russell A.E. Impact of spatial variability of tropical forest structure on radar estimation of aboveground biomass. Remote Sensing of Environment 2011, 115:2836-2849.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 2836-2849
    • Saatchi, S.S.1    Marlier, M.2    Chazdon, R.L.3    Clark, D.B.4    Russell, A.E.5
  • 64
    • 78650875602 scopus 로고    scopus 로고
    • Retrieval of growing stock volume in boreal forest using hyper-temporal series of Envisat ASAR ScanSAR backscatter measurements
    • Santoro M., Beer C., Cartus O., Schmullius C., Shvidenko A., McCallum I., et al. Retrieval of growing stock volume in boreal forest using hyper-temporal series of Envisat ASAR ScanSAR backscatter measurements. Remote Sensing of Environment 2011, 115:490-507.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 490-507
    • Santoro, M.1    Beer, C.2    Cartus, O.3    Schmullius, C.4    Shvidenko, A.5    McCallum, I.6
  • 65
    • 33746946131 scopus 로고    scopus 로고
    • Assessment of stand-wise stem volume retrieval in boreal forest from JERS-1 L-band SAR backscatter
    • Santoro M., Eriksson L., Askne J., Schmullius C. Assessment of stand-wise stem volume retrieval in boreal forest from JERS-1 L-band SAR backscatter. International Journal of Remote Sensing 2006, 27:3425-3454.
    • (2006) International Journal of Remote Sensing , vol.27 , pp. 3425-3454
    • Santoro, M.1    Eriksson, L.2    Askne, J.3    Schmullius, C.4
  • 68
    • 84894317328 scopus 로고    scopus 로고
    • An estimation of change in forest area in central Siberia using multi temporal SAR data
    • European Space Agency, Rhodes, Greece
    • Tanase M.A., Le Toan T., de la Riva J., Santoro M. An estimation of change in forest area in central Siberia using multi temporal SAR data. ALOS PI 2008 Symposium 2009, European Space Agency, Rhodes, Greece.
    • (2009) ALOS PI 2008 Symposium
    • Tanase, M.A.1    Le Toan, T.2    de la Riva, J.3    Santoro, M.4
  • 70
    • 84894322608 scopus 로고    scopus 로고
    • Sensitivity of L-band radar backscatter to forest biomass in semi-arid environments: A comparative analysis of parametric and non-parametric models
    • (in press)
    • Tanase M.A., Panciera R., Lowell K., Tian S., Garcia-Martin A., Walker J.P. Sensitivity of L-band radar backscatter to forest biomass in semi-arid environments: A comparative analysis of parametric and non-parametric models. IEEE Transactions on Geoscience and Remote Sensing 2014, 99:1-15. (in press).
    • (2014) IEEE Transactions on Geoscience and Remote Sensing , vol.99 , pp. 1-15
    • Tanase, M.A.1    Panciera, R.2    Lowell, K.3    Tian, S.4    Garcia-Martin, A.5    Walker, J.P.6
  • 71
    • 77955307541 scopus 로고    scopus 로고
    • Properties of X-, C- and L-band repeat-pass interferometric SAR coherence in Mediterranean pine forests affected by fires
    • Tanase M.A., Santoro M., Wegmüller U., de la Riva J., Perez-Cabello F. Properties of X-, C- and L-band repeat-pass interferometric SAR coherence in Mediterranean pine forests affected by fires. Remote Sensing of Environment 2010, 114:2182-2194.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 2182-2194
    • Tanase, M.A.1    Santoro, M.2    Wegmüller, U.3    de la Riva, J.4    Perez-Cabello, F.5
  • 72
    • 84855472041 scopus 로고    scopus 로고
    • Multibaseline polarimetric SAR tomography of a boreal forest at P- and L-bands
    • Tebaldini S., Rocca F. Multibaseline polarimetric SAR tomography of a boreal forest at P- and L-bands. IEEE Transactions on Geoscience and Remote Sensing 2012, 50:232-246.
    • (2012) IEEE Transactions on Geoscience and Remote Sensing , vol.50 , pp. 232-246
    • Tebaldini, S.1    Rocca, F.2
  • 73
    • 75949104798 scopus 로고    scopus 로고
    • The use of polarimetric SAR data for forest disturbance monitoring
    • Trisasongko B.H. The use of polarimetric SAR data for forest disturbance monitoring. Sensing and Imaging 2010, 11:1-13.
    • (2010) Sensing and Imaging , vol.11 , pp. 1-13
    • Trisasongko, B.H.1
  • 74
    • 0001526271 scopus 로고    scopus 로고
    • GIS, spatial analysis and spatial statistics
    • Unwin D.J. GIS, spatial analysis and spatial statistics. Progress in Human Geography 1996, 20.
    • (1996) Progress in Human Geography , vol.20
    • Unwin, D.J.1
  • 75
    • 80052319876 scopus 로고    scopus 로고
    • Model-based decomposition of polarimetric SAR covariance matrices constrained for nonnegative eigenvalues
    • van Zyl J.J., Arii M., Kim Y. Model-based decomposition of polarimetric SAR covariance matrices constrained for nonnegative eigenvalues. IEEE Transactions on Geoscience and Remote Sensing 2011, 49:3452-3459.
    • (2011) IEEE Transactions on Geoscience and Remote Sensing , vol.49 , pp. 3452-3459
    • van Zyl, J.J.1    Arii, M.2    Kim, Y.3
  • 79
    • 84868663200 scopus 로고    scopus 로고
    • A meta-analysis of terrestrial aboveground biomass estimation using lidar remote sensing
    • Zolkos S.G., Goetz S.J., Dubayah R. A meta-analysis of terrestrial aboveground biomass estimation using lidar remote sensing. Remote Sensing of Environment 2013, 128:289-298.
    • (2013) Remote Sensing of Environment , vol.128 , pp. 289-298
    • Zolkos, S.G.1    Goetz, S.J.2    Dubayah, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.