메뉴 건너뛰기




Volumn 173, Issue , 2016, Pages 187-199

Spatial distribution of forest aboveground biomass in China: Estimation through combination of spaceborne lidar, optical imagery, and forest inventory data

Author keywords

China; Forest aboveground biomass; GLAS ICESat; Ground inventory; Lidar

Indexed keywords

ANEROID ALTIMETERS; BIOMASS; CLIMATE CHANGE; ECOSYSTEMS; FORESTRY; MEAN SQUARE ERROR; OPTICAL RADAR; RADIO ALTIMETERS; SATELLITE IMAGERY;

EID: 84949490566     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2015.12.002     Document Type: Article
Times cited : (192)

References (73)
  • 1
    • 84901840988 scopus 로고    scopus 로고
    • Comparison of elevation and remote sensing derived products as auxiliary data for climate surface interpolation
    • Alvarez O., Guo Q., Klinger R.C., Li W., Doherty P. Comparison of elevation and remote sensing derived products as auxiliary data for climate surface interpolation. International Journal of Climatology 2014, 34:2258-2268.
    • (2014) International Journal of Climatology , vol.34 , pp. 2258-2268
    • Alvarez, O.1    Guo, Q.2    Klinger, R.C.3    Li, W.4    Doherty, P.5
  • 2
    • 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., 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.3    Sun, M.4    Dong, H.5
  • 3
    • 77955623505 scopus 로고    scopus 로고
    • Terrestrial gross carbon dioxide uptake: Global distribution and covariation with climate
    • Beer C., Reichstein M., Tomelleri E., Ciais P., Jung M., Carvalhais N., Bonan G.B. Terrestrial gross carbon dioxide uptake: Global distribution and covariation with climate. Science 2010, 329:834-838.
    • (2010) Science , vol.329 , pp. 834-838
    • Beer, C.1    Reichstein, M.2    Tomelleri, E.3    Ciais, P.4    Jung, M.5    Carvalhais, N.6    Bonan, G.B.7
  • 4
    • 0032487593 scopus 로고    scopus 로고
    • Climatic factors controlling the productivity of Norway spruce: A model-based analysis
    • Bergh J., McMurtrie R.E., Linder S. Climatic factors controlling the productivity of Norway spruce: A model-based analysis. Forest Ecology and Management 1998, 110:127-139.
    • (1998) Forest Ecology and Management , vol.110 , pp. 127-139
    • Bergh, J.1    McMurtrie, R.E.2    Linder, S.3
  • 5
    • 45849092625 scopus 로고    scopus 로고
    • Forests and climate change: Forcings, feedbacks, and the climate benefits of forests
    • Bonan G.B. Forests and climate change: Forcings, feedbacks, and the climate benefits of forests. Science 2008, 320:1444-1449.
    • (2008) Science , vol.320 , pp. 1444-1449
    • Bonan, G.B.1
  • 6
    • 0025227309 scopus 로고
    • Biomass of the North American boreal forest: A step toward accurate global measures
    • Botkin D.B., Simpson L.G. Biomass of the North American boreal forest: A step toward accurate global measures. Biogeochemistry 1990, 9:161-174.
    • (1990) Biogeochemistry , vol.9 , pp. 161-174
    • Botkin, D.B.1    Simpson, L.G.2
  • 7
    • 0027839119 scopus 로고
    • Biomass and carbon storage of the North American deciduous forest
    • Botkin D.B., Simpson L.G., Nisbet R.A. Biomass and carbon storage of the North American deciduous forest. Biogeochemistry 1993, 20:1-17.
    • (1993) Biogeochemistry , vol.20 , pp. 1-17
    • Botkin, D.B.1    Simpson, L.G.2    Nisbet, R.A.3
  • 9
  • 10
    • 2342472109 scopus 로고    scopus 로고
    • Small-footprint lidar estimation of sub-canopy elevation and tree height in a tropical rain forest landscape
    • Clark M.L., Clark D.B., Roberts D.A. Small-footprint lidar estimation of sub-canopy elevation and tree height in a tropical rain forest landscape. Remote Sensing of Environment 2004, 91:68-89.
    • (2004) Remote Sensing of Environment , vol.91 , pp. 68-89
    • Clark, M.L.1    Clark, D.B.2    Roberts, D.A.3
  • 11
    • 80052609457 scopus 로고    scopus 로고
    • Estimation of tropical rain forest aboveground biomass with small-footprint lidar and hyperspectral sensors
    • Clark M.L., Roberts D.A., Ewel J.J., Clark D.B. Estimation of tropical rain forest aboveground biomass with small-footprint lidar and hyperspectral sensors. Remote Sensing of Environment 2011, 115:2931-2942.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 2931-2942
    • Clark, M.L.1    Roberts, D.A.2    Ewel, J.J.3    Clark, D.B.4
  • 13
    • 0035933513 scopus 로고    scopus 로고
    • Changes in forest biomass carbon storage in China between 1949 and 1998
    • Fang J., Chen A., Peng C., Zhao S., Ci L. Changes in forest biomass carbon storage in China between 1949 and 1998. Science 2001, 292:2320-2322.
    • (2001) Science , vol.292 , pp. 2320-2322
    • Fang, J.1    Chen, A.2    Peng, C.3    Zhao, S.4    Ci, L.5
  • 14
    • 84900021721 scopus 로고    scopus 로고
    • Forest biomass carbon sinks in East Asia, with special reference to the relative contributions of forest expansion and forest growth
    • Fang J., Guo Z., Hu H., Kato T., Muraoka H., Son Y. Forest biomass carbon sinks in East Asia, with special reference to the relative contributions of forest expansion and forest growth. Global Change Biology 2014, 20:2019-2030.
    • (2014) Global Change Biology , vol.20 , pp. 2019-2030
    • Fang, J.1    Guo, Z.2    Hu, H.3    Kato, T.4    Muraoka, H.5    Son, Y.6
  • 15
    • 0031766470 scopus 로고    scopus 로고
    • Forest biomass of China: An estimate based on the biomass-volume relationship
    • Fang J., Wang G.G., Liu G., Xu S. Forest biomass of China: An estimate based on the biomass-volume relationship. Ecological Applications 1998, 8:1084-1091.
    • (1998) Ecological Applications , vol.8 , pp. 1084-1091
    • Fang, J.1    Wang, G.G.2    Liu, G.3    Xu, S.4
  • 17
    • 77955150912 scopus 로고    scopus 로고
    • Multiple mechanisms of Amazonian forest biomass losses in three dynamic global vegetation models under climate change
    • Galbraith D., Levy P.E., Sitch S., Huntingford C., Cox P., Williams M., Meir P. Multiple mechanisms of Amazonian forest biomass losses in three dynamic global vegetation models under climate change. New Phytologist 2010, 187:647-665.
    • (2010) New Phytologist , vol.187 , pp. 647-665
    • Galbraith, D.1    Levy, P.E.2    Sitch, S.3    Huntingford, C.4    Cox, P.5    Williams, M.6    Meir, P.7
  • 19
    • 50449103243 scopus 로고    scopus 로고
    • Georeferencing locality descriptions and computing associated uncertainty using a probabilistic approach
    • Guo Q., Liu Y., Wieczorek J. Georeferencing locality descriptions and computing associated uncertainty using a probabilistic approach. International Journal of Geographical Information Science 2008, 22:1067-1090.
    • (2008) International Journal of Geographical Information Science , vol.22 , pp. 1067-1090
    • Guo, Q.1    Liu, Y.2    Wieczorek, J.3
  • 20
    • 84879925821 scopus 로고    scopus 로고
    • Spatio-temporal changes in biomass carbon sinks in China's forests from 1977 to 2008
    • Guo Z., Hu H., Li P., Li N., Fang J. Spatio-temporal changes in biomass carbon sinks in China's forests from 1977 to 2008. Science China. Life Sciences 2013, 56:661-671.
    • (2013) Science China. Life Sciences , vol.56 , pp. 661-671
    • Guo, Z.1    Hu, H.2    Li, P.3    Li, N.4    Fang, J.5
  • 22
    • 20844459799 scopus 로고    scopus 로고
    • Aboveground forest biomass and the global carbon balance
    • Houghton R. Aboveground forest biomass and the global carbon balance. Global Change Biology 2005, 11:945-958.
    • (2005) Global Change Biology , vol.11 , pp. 945-958
    • Houghton, R.1
  • 24
    • 67650872995 scopus 로고    scopus 로고
    • Re-evaluation of forest biomass carbon stocks and lessons from the world's most carbon-dense forests
    • Keith H., Mackey B.G., Lindenmayer D.B. Re-evaluation of forest biomass carbon stocks and lessons from the world's most carbon-dense forests. Proceedings of the National Academy of Sciences 2009, 106:11635-11640.
    • (2009) Proceedings of the National Academy of Sciences , vol.106 , pp. 11635-11640
    • Keith, H.1    Mackey, B.G.2    Lindenmayer, D.B.3
  • 25
    • 46249088682 scopus 로고    scopus 로고
    • A global forest growing stock, biomass and carbon map based on FAO statistics
    • Kindermann G.E., McCallum I., Fritz S., Obersteiner M. A global forest growing stock, biomass and carbon map based on FAO statistics. Silva Fennica 2008, 42:387-396.
    • (2008) Silva Fennica , vol.42 , pp. 387-396
    • Kindermann, G.E.1    McCallum, I.2    Fritz, S.3    Obersteiner, M.4
  • 26
    • 78249231399 scopus 로고    scopus 로고
    • Status and future of laser scanning, synthetic aperture radar and hyperspectral remote sensing data for forest biomass assessment
    • Koch B. Status and future of laser scanning, synthetic aperture radar and hyperspectral remote sensing data for forest biomass assessment. ISPRS Journal of Photogrammetry and Remote Sensing 2010, 65:581-590.
    • (2010) ISPRS Journal of Photogrammetry and Remote Sensing , vol.65 , pp. 581-590
    • Koch, B.1
  • 27
    • 77955499932 scopus 로고    scopus 로고
    • A global forest canopy height map from the moderate resolution imaging spectroradiometer and the geoscience laser altimeter system
    • Lefsky M.A. A global forest canopy height map from the moderate resolution imaging spectroradiometer and the geoscience laser altimeter system. Geophysical Research Letters 2010, 37:L15401.
    • (2010) Geophysical Research Letters , vol.37 , pp. L15401
    • Lefsky, M.A.1
  • 31
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by randomForest
    • Liaw A., Wiener M. Classification and regression by randomForest. R News 2002, 2:18-22.
    • (2002) R News , vol.2 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 32
    • 84914671433 scopus 로고    scopus 로고
    • The contribution of China's Grain to Green Program to carbon sequestration
    • Liu D., Chen Y., Cai W., Dong W., Xiao J., Chen J., Yuan W. The contribution of China's Grain to Green Program to carbon sequestration. Landscape Ecology 2014, 29:1675-1688.
    • (2014) Landscape Ecology , vol.29 , pp. 1675-1688
    • Liu, D.1    Chen, Y.2    Cai, W.3    Dong, W.4    Xiao, J.5    Chen, J.6    Yuan, W.7
  • 34
    • 22744458580 scopus 로고    scopus 로고
    • Aboveground biomass estimation using Landsat TM data in the Brazilian Amazon
    • Lu D. Aboveground biomass estimation using Landsat TM data in the Brazilian Amazon. International Journal of Remote Sensing 2005, 26:2509-2525.
    • (2005) International Journal of Remote Sensing , vol.26 , pp. 2509-2525
    • Lu, D.1
  • 35
    • 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 Rensing 2006, 27:1297-1328.
    • (2006) International Journal of Remote Rensing , vol.27 , pp. 1297-1328
    • Lu, D.1
  • 36
    • 3543150133 scopus 로고    scopus 로고
    • Relationships between forest stand parameters and Landsat TM spectral responses in the Brazilian Amazon Basin
    • Lu D., Mausel P., Brondizio E., Moran E. Relationships between forest stand parameters and Landsat TM spectral responses in the Brazilian Amazon Basin. Forest Ecology and Management 2004, 198:149-167.
    • (2004) Forest Ecology and Management , vol.198 , pp. 149-167
    • Lu, D.1    Mausel, P.2    Brondizio, E.3    Moran, E.4
  • 37
    • 0030615907 scopus 로고    scopus 로고
    • A study of the relationship between radar backscatter and regenerating tropical forest biomass for spaceborne SAR instruments
    • Luckman A., Baker J., Kuplich T.M., Yanasse C.d.C.F., Frery A.C. A study of the relationship between radar backscatter and regenerating tropical forest biomass for spaceborne SAR instruments. Remote Sensing of Environment 1997, 60:1-13.
    • (1997) Remote Sensing of Environment , vol.60 , pp. 1-13
    • Luckman, A.1    Baker, J.2    Kuplich, T.M.3    Yanasse, C.4    Frery, A.C.5
  • 39
    • 80052223401 scopus 로고    scopus 로고
    • Measuring biomass changes due to woody encroachment and deforestation/degradation in a forest-savanna boundary region of central Africa using multi-temporal L-band radar backscatter
    • Mitchard E., Saatchi S., Lewis S., Feldpausch T., Woodhouse I., Sonké B., Meir P. Measuring biomass changes due to woody encroachment and deforestation/degradation in a forest-savanna boundary region of central Africa using multi-temporal L-band radar backscatter. Remote Sensing of Environment 2011, 115:2861-2873.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 2861-2873
    • Mitchard, E.1    Saatchi, S.2    Lewis, S.3    Feldpausch, T.4    Woodhouse, I.5    Sonké, B.6    Meir, P.7
  • 40
  • 41
    • 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., Saatchi S., Woodhouse I., Nangendo G., Ribeiro N., Williams M., Meir P. Using satellite radar backscatter to predict above-ground woody biomass: A consistent relationship across four different African landscapes. Geophysical Research Letters 2009, 36:L23401.
    • (2009) Geophysical Research Letters , vol.36 , pp. L23401
    • Mitchard, E.1    Saatchi, S.2    Woodhouse, I.3    Nangendo, G.4    Ribeiro, N.5    Williams, M.6    Meir, P.7
  • 46
    • 63549133987 scopus 로고    scopus 로고
    • Quantifying the response of forest carbon balance to future climate change in Northeastern China: model validation and prediction
    • Peng C., Zhou X., Zhao S., Wang X., Zhu B., Piao S., Fang J. Quantifying the response of forest carbon balance to future climate change in Northeastern China: model validation and prediction. Global and Planetary Change 2009, 66:179-194.
    • (2009) Global and Planetary Change , vol.66 , pp. 179-194
    • Peng, C.1    Zhou, X.2    Zhao, S.3    Wang, X.4    Zhu, B.5    Piao, S.6    Fang, J.7
  • 47
    • 0031400135 scopus 로고    scopus 로고
    • An overview of the global historical climatology network temperature database
    • Peterson T.C., Vose R.S. An overview of the global historical climatology network temperature database. Bulletin of the American Meteorological Society 1997, 78:2837-2849.
    • (1997) Bulletin of the American Meteorological Society , vol.78 , pp. 2837-2849
    • Peterson, T.C.1    Vose, R.S.2
  • 49
    • 80052618975 scopus 로고    scopus 로고
    • Satellite lidar vs. small footprint airborne lidar: Comparing the accuracy of aboveground biomass estimates and forest structure metrics at footprint level
    • Popescu S.C., Zhao K., Neuenschwander A., Lin C. Satellite lidar vs. small footprint airborne lidar: Comparing the accuracy of aboveground biomass estimates and forest structure metrics at footprint level. Remote Sensing of Environment 2011, 115:2786-2797.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 2786-2797
    • Popescu, S.C.1    Zhao, K.2    Neuenschwander, A.3    Lin, C.4
  • 50
    • 76049083444 scopus 로고    scopus 로고
    • Quantification of live aboveground forest biomass dynamics with Landsat time-series and field inventory data: A comparison of empirical modeling approaches
    • Powell S.L., Cohen W.B., Healey S.P., Kennedy R.E., Moisen G.G., Pierce K.B., Ohmann J.L. Quantification of live aboveground forest biomass dynamics with Landsat time-series and field inventory data: A comparison of empirical modeling approaches. Remote Sensing of Environment 2010, 114:1053-1068.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 1053-1068
    • Powell, S.L.1    Cohen, W.B.2    Healey, S.P.3    Kennedy, R.E.4    Moisen, G.G.5    Pierce, K.B.6    Ohmann, J.L.7
  • 51
    • 33645330972 scopus 로고    scopus 로고
    • Newer classification and regression tree techniques: Bagging and random forests for ecological prediction
    • Prasad A.M., Iverson L.R., Liaw A. Newer classification and regression tree techniques: Bagging and random forests for ecological prediction. Ecosystems 2006, 9:181-199.
    • (2006) Ecosystems , vol.9 , pp. 181-199
    • Prasad, A.M.1    Iverson, L.R.2    Liaw, A.3
  • 52
    • 22844445603 scopus 로고    scopus 로고
    • Multi-temporal JERS SAR data in boreal forest biomass mapping
    • Rauste Y. Multi-temporal JERS SAR data in boreal forest biomass mapping. Remote Sensing of Environment 2005, 97:263-275.
    • (2005) Remote Sensing of Environment , vol.97 , pp. 263-275
    • Rauste, Y.1
  • 54
    • 0024855912 scopus 로고
    • Tropical forest biomass and successional age class relationships to a vegetation index derived from Landsat TM data
    • Sader S.A., Waide R.B., Lawrence W.T., Joyce A.T. Tropical forest biomass and successional age class relationships to a vegetation index derived from Landsat TM data. Remote Sensing of Environment 1989, 28:143-198.
    • (1989) Remote Sensing of Environment , vol.28 , pp. 143-198
    • Sader, S.A.1    Waide, R.B.2    Lawrence, W.T.3    Joyce, A.T.4
  • 57
    • 77951129957 scopus 로고    scopus 로고
    • Estimating aboveground forest biomass from canopy reflectance model inversion in mountainous terrain
    • Soenen S.A., Peddle D.R., Hall R.J., Coburn C.A., Hall F.G. Estimating aboveground forest biomass from canopy reflectance model inversion in mountainous terrain. Remote Sensing of Environment 2010, 114:1325-1337.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 1325-1337
    • Soenen, S.A.1    Peddle, D.R.2    Hall, R.J.3    Coburn, C.A.4    Hall, F.G.5
  • 58
    • 56249148709 scopus 로고    scopus 로고
    • China Forestry Publishing House, Beijing
    • State Forestry Administration of China 2012 China Forestry Statistical Yearbook 2013, China Forestry Publishing House, Beijing.
    • (2013) 2012 China Forestry Statistical Yearbook
  • 59
    • 84890400536 scopus 로고    scopus 로고
    • A practical method for SRTM DEM correction over vegetated mountain areas
    • Su Y., Guo Q. A practical method for SRTM DEM correction over vegetated mountain areas. ISPRS Journal of Photogrammetry and Remote Sensing 2014, 87:216-228.
    • (2014) ISPRS Journal of Photogrammetry and Remote Sensing , vol.87 , pp. 216-228
    • Su, Y.1    Guo, Q.2
  • 60
    • 84942520616 scopus 로고    scopus 로고
    • SRTM DEM correction in vegetated mountain areas through the integration of spaceborne LiDAR, airborne LiDAR, and optical imagery
    • Su Y., Guo Q., Ma Q., Li W. SRTM DEM correction in vegetated mountain areas through the integration of spaceborne LiDAR, airborne LiDAR, and optical imagery. Remote Sensing 2015, 7:11202-11225.
    • (2015) Remote Sensing , vol.7 , pp. 11202-11225
    • Su, Y.1    Guo, Q.2    Ma, Q.3    Li, W.4
  • 62
  • 65
    • 0005102333 scopus 로고    scopus 로고
    • (accessed 07 April, 2015)
    • U.S.Geological Survey Shuttle radar topography mission (accessed 07 April, 2015). http://www2.jpl.nasa.gov/srtm/.
    • Shuttle radar topography mission
  • 66
    • 11144336023 scopus 로고    scopus 로고
    • On the relationship of NDVI with leaf area index in a deciduous forest site
    • Wang Q., Adiku S., Tenhunen J., Granier A. On the relationship of NDVI with leaf area index in a deciduous forest site. Remote Sensing of Environment 2005, 94:244-255.
    • (2005) Remote Sensing of Environment , vol.94 , pp. 244-255
    • Wang, Q.1    Adiku, S.2    Tenhunen, J.3    Granier, A.4
  • 67
    • 0034233771 scopus 로고    scopus 로고
    • Estimates of New Zealand forest and scrub biomass from the 3-PG model
    • White J., Coops N., Scott N. Estimates of New Zealand forest and scrub biomass from the 3-PG model. Ecological Modelling 2000, 131:175-190.
    • (2000) Ecological Modelling , vol.131 , pp. 175-190
    • White, J.1    Coops, N.2    Scott, N.3
  • 69
    • 84983501577 scopus 로고    scopus 로고
    • Satellite evidence for significant biophysical consequences of the "Grain for Green" program on the Loess Plateau in China
    • Xiao J. Satellite evidence for significant biophysical consequences of the "Grain for Green" program on the Loess Plateau in China. Journal of Geophysical Research: Biogeosciences 2014, 119:2261-2275.
    • (2014) Journal of Geophysical Research: Biogeosciences , vol.119 , pp. 2261-2275
    • Xiao, J.1
  • 70
    • 84867850060 scopus 로고    scopus 로고
    • The Australian National University, Fenner School of Environment and Society, Canberra
    • Xu T., Hutchinson M. ANUCLIM version 6.1 user guide 2011, The Australian National University, Fenner School of Environment and Society, Canberra.
    • (2011) ANUCLIM version 6.1 user guide
    • Xu, T.1    Hutchinson, M.2
  • 72
    • 84906944162 scopus 로고    scopus 로고
    • Estimation of forest aboveground biomass in California using canopy height and leaf area index estimated from satellite data
    • Zhang G., Ganguly S., Nemani R.R., White M.A., Milesi C., Hashimoto H., Myneni R.B. Estimation of forest aboveground biomass in California using canopy height and leaf area index estimated from satellite data. Remote Sensing of Environment 2014, 151:44-56.
    • (2014) Remote Sensing of Environment , vol.151 , pp. 44-56
    • Zhang, G.1    Ganguly, S.2    Nemani, R.R.3    White, M.A.4    Milesi, C.5    Hashimoto, H.6    Myneni, R.B.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.