메뉴 건너뛰기




Volumn 166, Issue , 2015, Pages 138-153

Assessment of the mapping of fractional woody cover in southern African savannas using multi-temporal and polarimetric ALOS PALSAR L-band images

Author keywords

ALOS PALSAR; Backscatter; Carnegie Airborne Observatory; L band; LiDAR; Savanna; Seasonality; Woody cover

Indexed keywords

BACKSCATTERING; CARBON; DROUGHT; ECOLOGY; ECOSYSTEMS; MAPPING; OBSERVATORIES; OPTICAL RADAR; POLARIMETERS; SYNTHETIC APERTURE RADAR; VEGETATION;

EID: 84934939265     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2015.06.013     Document Type: Article
Times cited : (48)

References (74)
  • 1
    • 80053560576 scopus 로고    scopus 로고
    • Volume scattering modeling in PolSAR decompositions: Study of ALOS PALSAR data over boreal forest
    • Antropov O., Rauste Y., Hame T. Volume scattering modeling in PolSAR decompositions: Study of ALOS PALSAR data over boreal forest. Geoscience and Remote Sensing, IEEE Transactions on 2011, 49:3838-3848.
    • (2011) Geoscience and Remote Sensing, IEEE Transactions on , vol.49 , pp. 3838-3848
    • Antropov, O.1    Rauste, Y.2    Hame, T.3
  • 2
  • 3
    • 45249096660 scopus 로고    scopus 로고
    • Carnegie Airborne Observatory: In-flight fusion of hyperspectral imaging and waveform light detection and ranging for three-dimensional studies of ecosystems
    • 013536-013536-013521
    • Asner G.P., Knapp D.E., Kennedy-Bowdoin T., Jones M.O., Martin R.E., Boardman J., et al. Carnegie Airborne Observatory: In-flight fusion of hyperspectral imaging and waveform light detection and ranging for three-dimensional studies of ecosystems. Journal of Applied Remote Sensing 2007, 1. 013536-013536-013521.
    • (2007) Journal of Applied Remote Sensing , vol.1
    • Asner, G.P.1    Knapp, D.E.2    Kennedy-Bowdoin, T.3    Jones, M.O.4    Martin, R.E.5    Boardman, J.6
  • 4
    • 84867098129 scopus 로고    scopus 로고
    • Landscape-scale effects of herbivores on treefall in African savannas
    • Asner G.P., Levick S.R. Landscape-scale effects of herbivores on treefall in African savannas. Ecology Letters 2012, 15:1211-1217.
    • (2012) Ecology Letters , vol.15 , pp. 1211-1217
    • Asner, G.P.1    Levick, S.R.2
  • 5
    • 84855435874 scopus 로고    scopus 로고
    • Capabilities and limitations of Landsat and land cover data for aboveground woody biomass estimation of Uganda
    • Avitabile V., Baccini A., Friedl M.A., Schmullius C. Capabilities and limitations of Landsat and land cover data for aboveground woody biomass estimation of Uganda. Remote Sensing of Environment 2012, 117:366-380.
    • (2012) Remote Sensing of Environment , vol.117 , pp. 366-380
    • Avitabile, V.1    Baccini, A.2    Friedl, M.A.3    Schmullius, C.4
  • 6
    • 62749087773 scopus 로고    scopus 로고
    • A first map of tropical Africa's above-ground biomass derived from satellite imagery
    • Baccini A., Laporte N., Goetz S.J., Sun M., Dong H. A first map of tropical Africa's above-ground biomass derived from satellite imagery. Environmental Research Letters 2008, 3:045011.
    • (2008) Environmental Research Letters , vol.3 , pp. 045011
    • Baccini, A.1    Laporte, N.2    Goetz, S.J.3    Sun, M.4    Dong, H.5
  • 9
  • 12
    • 84855837809 scopus 로고    scopus 로고
    • Increased tree densities in South African savannas: >50years of data suggests CO2 as a driver
    • Buitenwerf R., Bond W.J., Stevens N., Trollope W.S.W. Increased tree densities in South African savannas: >50years of data suggests CO2 as a driver. Global Change Biology 2012, 18:675-684.
    • (2012) Global Change Biology , vol.18 , pp. 675-684
    • Buitenwerf, R.1    Bond, W.J.2    Stevens, N.3    Trollope, W.S.W.4
  • 13
    • 84858716754 scopus 로고    scopus 로고
    • Understanding the relationship between aboveground biomass and ALOS PALSAR data in the forests of Guinea-Bissau (West Africa)
    • Carreiras J.M.B., Vasconcelos M.J., Lucas R.M. Understanding the relationship between aboveground biomass and ALOS PALSAR data in the forests of Guinea-Bissau (West Africa). Remote Sensing of Environment 2012, 121:426-442.
    • (2012) Remote Sensing of Environment , vol.121 , pp. 426-442
    • Carreiras, J.M.B.1    Vasconcelos, M.J.2    Lucas, R.M.3
  • 14
    • 84870835634 scopus 로고    scopus 로고
    • Mapping canopy height and growing stock volume using airborne Lidar, ALOS PALSAR and Landsat ETM+
    • Cartus O., Kellndorfer J., Rombach M., Walker W. Mapping canopy height and growing stock volume using airborne Lidar, ALOS PALSAR and Landsat ETM+. Remote Sensing 2012, 4:3320-3345.
    • (2012) Remote Sensing , vol.4 , pp. 3320-3345
    • Cartus, O.1    Kellndorfer, J.2    Rombach, M.3    Walker, W.4
  • 17
    • 84865053262 scopus 로고    scopus 로고
    • Mapping tree species composition in South African savannas using an integrated airborne spectral and LiDAR system
    • Cho M.A., Mathieu R., Asner G.P., Naidoo L., van Aardt J., Ramoelo A., et al. Mapping tree species composition in South African savannas using an integrated airborne spectral and LiDAR system. Remote Sensing of Environment 2012, 125:214-226.
    • (2012) Remote Sensing of Environment , vol.125 , pp. 214-226
    • Cho, M.A.1    Mathieu, R.2    Asner, G.P.3    Naidoo, L.4    van Aardt, J.5    Ramoelo, A.6
  • 19
    • 0027331389 scopus 로고
    • Landscape and climatic control of woody vegetation in a dry tropical ecosystem: Turkana District, Kenya
    • Coughenour M.B., Ellis J.E. Landscape and climatic control of woody vegetation in a dry tropical ecosystem: Turkana District, Kenya. Journal of Biogeography 1993, 20:383-398.
    • (1993) Journal of Biogeography , vol.20 , pp. 383-398
    • Coughenour, M.B.1    Ellis, J.E.2
  • 20
    • 84899884487 scopus 로고    scopus 로고
    • A 50-m forest cover map in Southeast Asia from ALOS/PALSAR and its application on forest fragmentation assessment
    • Dong J., Xiao X., Sheldon S., Biradar C., Zhang G., Dinh Duong N., et al. A 50-m forest cover map in Southeast Asia from ALOS/PALSAR and its application on forest fragmentation assessment. PloS One 2014, 9.
    • (2014) PloS One , vol.9
    • Dong, J.1    Xiao, X.2    Sheldon, S.3    Biradar, C.4    Zhang, G.5    Dinh Duong, N.6
  • 21
    • 0034083790 scopus 로고    scopus 로고
    • Trends in woody vegetation cover in the Kruger National Park, South Africa, between 1940 and 1998
    • Eckhardt H.C., van Wilgen B.W., Biggs H.C. Trends in woody vegetation cover in the Kruger National Park, South Africa, between 1940 and 1998. African Journal of Ecology 2000, 38:108-115.
    • (2000) African Journal of Ecology , vol.38 , pp. 108-115
    • Eckhardt, H.C.1    van Wilgen, B.W.2    Biggs, H.C.3
  • 22
    • 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
  • 23
    • 84908097106 scopus 로고    scopus 로고
    • Importance of sample size, data type and prediction method for remote sensing-based estimations of aboveground forest biomass
    • Fassnacht F.E., Hartig F., Latifi H., Berger C., Hernández J., Corvalán P., et al. Importance of sample size, data type and prediction method for remote sensing-based estimations of aboveground forest biomass. Remote Sensing of Environment 2014, 154:102-114.
    • (2014) Remote Sensing of Environment , vol.154 , pp. 102-114
    • Fassnacht, F.E.1    Hartig, F.2    Latifi, H.3    Berger, C.4    Hernández, J.5    Corvalán, P.6
  • 26
    • 84935029635 scopus 로고    scopus 로고
    • Differential interferometry and geocoding software - DIFF&GEO
    • R.S. GAMMA (Ed.) Geocoding and image registration
    • GAMMA Differential interferometry and geocoding software - DIFF&GEO. Documentation - User's guide. 2008, R.S. GAMMA (Ed.).
    • (2008) Documentation - User's guide.
  • 28
    • 0033019629 scopus 로고    scopus 로고
    • Assessing forest canopies and understorey illumination: Canopy closure, canopy cover and other measures
    • Jennings S., Brown N., Sheil D. Assessing forest canopies and understorey illumination: Canopy closure, canopy cover and other measures. Forestry 1999, 72:59-74.
    • (1999) Forestry , vol.72 , pp. 59-74
    • Jennings, S.1    Brown, N.2    Sheil, D.3
  • 30
    • 84883359652 scopus 로고    scopus 로고
    • Woody plant encroachment facilitated by increased precipitation intensity
    • Kulmatiski A., Beard K.H. Woody plant encroachment facilitated by increased precipitation intensity. Nature Climate Change 2013, 3:833-837.
    • (2013) Nature Climate Change , vol.3 , pp. 833-837
    • Kulmatiski, A.1    Beard, K.H.2
  • 32
    • 0002920622 scopus 로고    scopus 로고
    • Forestry applications using imaging radar
    • F.M. Henderson, A.J. Lewis (Eds.) Principles & applications of imaging radar
    • Leckie D.G., Ranson K.J. Forestry applications using imaging radar. Manual of Remote Sensing 1996, 435-509. F.M. Henderson, A.J. Lewis (Eds.).
    • (1996) Manual of Remote Sensing , pp. 435-509
    • Leckie, D.G.1    Ranson, K.J.2
  • 36
    • 84870322601 scopus 로고    scopus 로고
    • The rate and spatial pattern of treefall in a savanna landscape
    • Levick S.R., Asner G.P. The rate and spatial pattern of treefall in a savanna landscape. Biological Conservation 2013, 157:121-127.
    • (2013) Biological Conservation , vol.157 , pp. 121-127
    • Levick, S.R.1    Asner, G.P.2
  • 38
    • 84935014723 scopus 로고    scopus 로고
    • Fusion of hyperspectral and L-Band SAR data to estimate fractional vegetation cover in a coastal California scrub community
    • Li S., Potter C., Hiatt C., Shupe J. Fusion of hyperspectral and L-Band SAR data to estimate fractional vegetation cover in a coastal California scrub community. Journal of Geophysics and Remote Sensing 2012, 1:104. 10.4172/2169-0049.1000104.
    • (2012) Journal of Geophysics and Remote Sensing , vol.1 , pp. 104
    • Li, S.1    Potter, C.2    Hiatt, C.3    Shupe, J.4
  • 40
    • 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
  • 41
    • 31344481547 scopus 로고    scopus 로고
    • Integration of radar and Landsat-derived foliage projected cover for woody regrowth mapping, Queensland, Australia
    • Lucas R.M., Cronin N., Moghaddam M., Lee A., Armston J., Bunting P., et al. Integration of radar and Landsat-derived foliage projected cover for woody regrowth mapping, Queensland, Australia. Remote Sensing of Environment 2006, 100:388-406.
    • (2006) Remote Sensing of Environment , vol.100 , pp. 388-406
    • Lucas, R.M.1    Cronin, N.2    Moghaddam, M.3    Lee, A.4    Armston, J.5    Bunting, P.6
  • 44
    • 77954862522 scopus 로고    scopus 로고
    • Understanding complexity in savannas: Climate, biodiversity and people
    • Marchant R. Understanding complexity in savannas: Climate, biodiversity and people. Current Opinion in Environmental Sustainability 2010, 2:101-108.
    • (2010) Current Opinion in Environmental Sustainability , vol.2 , pp. 101-108
    • Marchant, R.1
  • 45
    • 84883036949 scopus 로고    scopus 로고
    • Toward structural assessment of semi-arid African savannahs and woodlands: The potential of multitemporal polarimetric RADARSAT-2 fine beam images
    • Mathieu R., Naidoo L., Cho M.A., Leblon B., Main R., Wessels K., et al. Toward structural assessment of semi-arid African savannahs and woodlands: The potential of multitemporal polarimetric RADARSAT-2 fine beam images. Remote Sensing of Environment 2013, 138:215-231.
    • (2013) Remote Sensing of Environment , vol.138 , pp. 215-231
    • Mathieu, R.1    Naidoo, L.2    Cho, M.A.3    Leblon, B.4    Main, R.5    Wessels, K.6
  • 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.
    • (2009) Geophysical Research Letters , vol.36
    • Mitchard, E.T.A.1    Saatchi, S.S.2    Woodhouse, I.H.3    Nangendo, G.4    Ribeiro, N.S.5    Williams, M.6
  • 48
    • 0032184597 scopus 로고    scopus 로고
    • AIRSAR studies of woody shrub density in semiarid rangeland: Jornada del Muerto, New Mexico
    • Musick H.B., Schaber G.S., Breed C.S. AIRSAR studies of woody shrub density in semiarid rangeland: Jornada del Muerto, New Mexico. Remote Sensing of Environment 1998, 66:29-40.
    • (1998) Remote Sensing of Environment , vol.66 , pp. 29-40
    • Musick, H.B.1    Schaber, G.S.2    Breed, C.S.3
  • 50
    • 0001807509 scopus 로고    scopus 로고
    • Radar fundamentals: Technical perspective
    • F.M. Henderson, A.J. Lewis (Eds.) Principles & applications of imaging radar
    • Raney R.K. Radar fundamentals: Technical perspective. Manual of Remote Sensing 1996, 9-130. F.M. Henderson, A.J. Lewis (Eds.).
    • (1996) Manual of Remote Sensing , pp. 9-130
    • Raney, R.K.1
  • 54
    • 84155162516 scopus 로고    scopus 로고
    • Quantifying small-scale deforestation and forest degradation in African woodlands using radar imagery
    • Ryan C.M., Hill T., Woollen E., Ghee C., Mitchard E., Cassells G., et al. Quantifying small-scale deforestation and forest degradation in African woodlands using radar imagery. Global Change Biology 2012, 18:243-257.
    • (2012) Global Change Biology , vol.18 , pp. 243-257
    • Ryan, C.M.1    Hill, T.2    Woollen, E.3    Ghee, C.4    Mitchard, E.5    Cassells, G.6
  • 55
    • 79959964789 scopus 로고    scopus 로고
    • Impact of spatial variability of tropical forest structure on radar estimation of aboveground biomass
    • Saatchi 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.1    Marlier, M.2    Chazdon, R.L.3    Clark, D.B.4    Russell, A.E.5
  • 57
    • 2542565108 scopus 로고    scopus 로고
    • Tree-grass coexistence in savannas revisited - Insights from an examination of assumptions and mechanisms invoked in existing models
    • Sankaran M., Ratnam J., Hanan N.P. Tree-grass coexistence in savannas revisited - Insights from an examination of assumptions and mechanisms invoked in existing models. Ecology Letters 2004, 7:480-490.
    • (2004) Ecology Letters , vol.7 , pp. 480-490
    • Sankaran, M.1    Ratnam, J.2    Hanan, N.P.3
  • 59
    • 84935013635 scopus 로고    scopus 로고
    • SANParks (Ed.).
    • SANParks Kruger National Park weather and rainfall data 2013, 1960-2008. http://dataknp.sanparks.org/sanparks/metacat/judithk.609.30/sanparks. SANParks (Ed.).
    • (2013) Kruger National Park weather and rainfall data , pp. 1960-2008
  • 60
    • 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
  • 63
    • 84884985737 scopus 로고    scopus 로고
    • General four-component scattering power decomposition with unitary transformation of coherency matrix
    • Singh G., Yamaguchi Y., Park S.E. General four-component scattering power decomposition with unitary transformation of coherency matrix. Geoscience and Remote Sensing, IEEE Transactions on 2013, 51:3014-3022.
    • (2013) Geoscience and Remote Sensing, IEEE Transactions on , vol.51 , pp. 3014-3022
    • Singh, G.1    Yamaguchi, Y.2    Park, S.E.3
  • 64
    • 84875663414 scopus 로고    scopus 로고
    • Rainfall, geology and landscape position generate large-scale spatiotemporal fire pattern heterogeneity in an African savanna
    • Smit I.P.J., Smit C.F., Govender N., Linde, M.v.d., MacFadyen S. Rainfall, geology and landscape position generate large-scale spatiotemporal fire pattern heterogeneity in an African savanna. Ecography 2013, 36:447-459.
    • (2013) Ecography , vol.36 , pp. 447-459
    • Smit, I.P.J.1    Smit, C.F.2    Govender, N.3    Linde, M.4    MacFadyen, S.5
  • 66
    • 0024479436 scopus 로고
    • Unsupervised classification of scattering behavior using radar polarimetry data
    • van Zyl J.J. Unsupervised classification of scattering behavior using radar polarimetry data. Geoscience and Remote Sensing, IEEE Transactions on 1989, 27:36-45.
    • (1989) Geoscience and Remote Sensing, IEEE Transactions on , vol.27 , pp. 36-45
    • van Zyl, J.J.1
  • 68
    • 17044422840 scopus 로고    scopus 로고
    • The abiotic and template its associated vegetation pattern
    • London Island Press, Ecology and Management of Savanna Heterogeneity, J. Toit, K.H. Rogers, H.C. Biggs (Eds.).
    • Venter F.J., Scholes R.J., Eckhardt H.C. The abiotic and template its associated vegetation pattern. The Kruger experience 2003, London Island Press, Ecology and Management of Savanna Heterogeneity. J. Toit, K.H. Rogers, H.C. Biggs (Eds.).
    • (2003) The Kruger experience
    • Venter, F.J.1    Scholes, R.J.2    Eckhardt, H.C.3
  • 74
    • 84875654862 scopus 로고    scopus 로고
    • Spatio-temporal robustness of fractional cover upscaling: A case study in semi-arid savannah's of Namibia and Western Zambia
    • Edinburgh, United Kingdom
    • Zeidler J., Wegmann M., Dech S. Spatio-temporal robustness of fractional cover upscaling: A case study in semi-arid savannah's of Namibia and Western Zambia. In, SPIE, earth resources and environmental remote sensing/GIS applications III 2012, Edinburgh, United Kingdom.
    • (2012) In, SPIE, earth resources and environmental remote sensing/GIS applications III
    • Zeidler, J.1    Wegmann, M.2    Dech, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.