Spectral mixture analysis method based on the simulation of real scenario[J]. Journal of Remote Sensing, 2010,14(6):1241-1258. DOI: 10.11834/jrs.20100613.
This paper proposes a new unmixing method based on the simulation of real scenario.Fractions of the components are firstly obtained through the real scenario simulation.Then reflectance values of the endmembers(simulated endmembers) are calculated by combining the image reflectance values and corresponding simulated fractions.A constrained linear model is finally used to unmix pixels based on the simulated endmembers.Comparative analysis of the different endmember extraction methods
such as simulated endmembers
image endmembers
and reference endmembers
indicates that the simulated endmember method has the highest estimation accuracy and robustness for the crown closure of moso bamboo.The advantage of the real scenario simulation is to use field data as a priori knowledge for endmember extraction and introduce a three-dimensional simulation model into a two-dimensional linear spectral decomposition.
关键词
场景建模模拟端元像元分解线性模型LandsatTM
Keywords
real scenario modelingsimulated endmemberspectral mixture analysislinear mixture modelsLandsat TM
3. International Institute for Geo-Information Science and Earth Observation,7500 AA Enschede,The Netherlands 4. Laboratoire des Sciences de l'Image,de l'Informatique et de la Télédétection(LSIIT),Université Louis Pasteur,Strasbourg,67400,France