Estimating biomass and height using DSM from satellite data and DEM from high-resolution laser scanning data

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn , Issue , 2012, Pages 1649-1651

  Persson, Henrik ^a   Wallerman, Jorgen ^a   Olsson, Hakan ^a   Fransson, Johan E S ^a  

^a SWEDISH UNIVERSITY OF AGRICULTURAL SCIENCES   (Sweden)

Author keywords

canopy height model; Forest management; optical sensors

Indexed keywords

AIRBORNE LASER SCANNING; CANOPY HEIGHT MODELS; DATA-SOURCES; DIGITAL ELEVATION MODEL; DIGITAL SURFACE MODELS; FOREST BIOMASS; HEIGHT ESTIMATION; HIGH QUALITY; HIGH RESOLUTION; LASER DATA; LASER SCANNING DATA; MAPPING ACCURACY; MEAN SEA LEVEL; OPTICAL SATELLITES; PREDICTION MODEL; ROOT MEAN SQUARED ERRORS; SATELLITE DATA; SPECTRAL DATA; TEST SITE; VEGETATION HEIGHT;

BIOMASS; ESTIMATION; GEOLOGY; LASER APPLICATIONS; LASERS; OPTICAL SENSORS; PHOTOMAPPING; REGRESSION ANALYSIS; REMOTE SENSING; SEA LEVEL;

FORESTRY;

BIOMASS; FOREST MANAGEMENT; GEOLOGY; LASERS; MAPPING; REGRESSION ANALYSIS; REMOTE SENSING; SENSORS;

EID: 84873101436     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2012.6351211     Document Type: Conference Paper

References (8)

1. J.E.S. Fransson, M. Magnusson, and J. Holmgren, "Estimation of forest stem volume using optical SPOT-5 satellite and laser data in combination," in Proc. IGARSS 2004, Anchorage, Alaska, 20- 24 September, 2004, pp. 2318-2322.
2. J. Wallerman, J.E.S. Fransson, J. Bohlin, H. Reese, and H. Olsson, "Forest mapping using 3D data from SPOT-5 HRS and Z/I DMC," in Proc. IGARSS 2010, Honolulu, Hawaii, 25-30 July, 2010, pp. 64-67.
3. Ahlberg, O., and L. Kardell, Remningstorp: Från herresäte till skogslaboratorium,Västergötlands Tryckeri AB, Skara, Sweden, 1997, (in Swedish).
4. E. Naesset, and T. Gobakken, "Estimation of above- and below-ground biomass across regions of the boreal forest zone using airborne laser," Remote Sensing of Environment, vol. 112, no. 6, pp. 3079-3090, 2008.
5. T. Nilson, and U. Peterson, "Age-dependence of forest reflectance - analysis of main driving factors," Remote Sensing of Environment, vol. 48, no. 3, pp. 319-331, 1994.
6. M. Magnusson, and J.E.S. Fransson, "Estimation of forest stem volume using multispectral optical satellite and tree height data in combination," Scandinavian Journal of Forest Research, vol. 20, no. 5, pp. 431-440, 2005.
7. Holm, S., Transformationer av en eller flera beroende variabler i regressionsanalys. HUGIN Report 7, Swedish University of Agricultural Sciences, 1977, (in Swedish).
8. Weisberg, S., Applied linear regression, 2nd edition, John Wiley & Sons, New York, 1985.