peng xiaoting,  gao wenxiu,  wang junjie. inversion of  soil parameters  from hypers pectra based on continuumremoval and partial least squares regression[J]. Geomatics and Information Science of Wuhan University, 2014, 39(7): 862-866.
Citation: peng xiaoting,  gao wenxiu,  wang junjie. inversion of  soil parameters  from hypers pectra based on continuumremoval and partial least squares regression[J]. Geomatics and Information Science of Wuhan University, 2014, 39(7): 862-866.

inversion of  soil parameters  from hypers pectra based on continuumremoval and partial least squares regression

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  • Received Date: June 02, 2013
  • Published Date: July 04, 2014
  • in  the  stud ywe combined continuum removalcr with a partial  least  squares  re gressionplsr method to build inversion models of  soil as concentration and or ganic matteromcontentbased on hypers pectral  data between 400-2 500nm of  100soil  samples which were collected  in yixingre gion  of  jian gsu province.the  results  show thatcompared with the  common plsr modelsmodel'sdetermination  coefficientsr2and root mean square error  of  prediction rmsepare  0.5123.090and0.6215.934res pectivel y cr-plsr models present  an  improvement  of as and om inversion models r2 and rmsep are  0.7632.323and 0.9114.599res pectivel y.in addition cr effectivel ystren gthens  the  spectral  characteristics of  55090014201900and 2 200nm wavelengths.the  anal ysis  of  re gression  coefficients  of  cr-plsr and plsr models of as and om demonstrate  several  important wavelengths  enhanced by cr and are  simultaneousl y used  for cr-plsr models of as and om.thus cr is  able  to hel p plsr conduct wavelength selection and enhances  the  inversion precision ofsoil as and om content  effectivel y.this findin g can be used as  a reference  for  remote  sensing monitorin g of  soil  qualit y.
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