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Original Articles

Establishing grassland yield models using Projection Pursuit Regression Method

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Pages 47-55 | Received 01 Oct 2002, Accepted 20 Jul 2004, Published online: 17 Mar 2010

References

  • Cheng , P and Li , GY . 1986 . Projection pursuit regression a new statistical approach . Application of Probability Statistics , 30 : 23 – 25 .
  • Deng , CL . 1988 . SMART principles of multi‐duplicated spine regression technology and calculation softwares . Journal of August‐first Agricultural College , 36 : 15 – 18 .
  • Deng , CL and Xu , P . 1994 . The establishment of grassland yield models by projection pursuit regression technology . Acta Prataculturae Sinica , 3 : 65 – 69 .
  • Espigares , T and Peco , B . 1995 . Mediterranean annual pasture dynamics: impact of autumn drought . Journal of Ecology , 83 : 135 – 142 .
  • Fan , JZ and Zhang , CD . 1996 . Research on the method of estimating grassland yields by NOAA/AVHRR data . Journal of Resources and Environments in Arid Regions , 3 : 26 – 29 .
  • French , NR . 1979 . Perspectives in grassland ecosystems . Ecological Studies , 32 : 3 – 21 .
  • Hall , P , Marron , JS and Neumann , MN . 1999 . Fuzzy projection pursuit density estimation by eigenvalue method . International Journal of Approximate Reasoning , 20 : 237 – 248 .
  • Hsing , T . 1999 . On extended partially linear single‐index models . Journal of Biometrika , 86 : 831 – 842 .
  • Hristache , M , Juditsky , A and Spokoiny , V . 2002 . Estimation of input parameters in complex simulation using a Gaussian process met model . Probabilistic Engineering Mechanics , 17 : 219 – 225 .
  • Innis , GS . 1978 . Grassland simulation model . Ecological Studies , 26 : 15 – 21 .
  • Jones , LK . 2001 . Direct estimation of the index coefficient in a single‐index model . Annals of Statistics , 29 : 595 – 623 .
  • Li , JL and Jiang , P . 1996a . Study on establishing the remote sensing indices and optical models of monitoring and estimating yields in different grassland types . Grassland of China , 93 : 6 – 10 .
  • Li , JL and Jiang , P . 1996b . The research prospective and dynamic of grassland remote sensing application . Pratacultural Science , 13 : 12 – 20 .
  • Li , JL and Jiang , P . 1998a . The study on RS technology in estimating and forecasting grassland yield applications in China . Journal of Wuhan Technical University of Surveying and Mapping , 23 : 153 – 158 .
  • Li , JL and Jiang , P . Applications of 3S technologies for estimating grassland yields in China . SPIE's First International Asia‐Pacific Symposium on Remote Sensing of the Atmosphere, Environment and Space . September 17–19 . pp. 105 – 117 .
  • Li , JL and Liang , TG . 1998 . Estimating grassland yields using remote sensing and GIS technologies in China . New Zealand Journal of Agricultural Research , 41 : 31 – 38 .
  • Lu , YH . 1990 . A primary research on monitor and forecast of grassland yields . Journal of Resources and Environments in Arid Regions , 3 : 23 – 25 .
  • Tueller , PT . 1989 . Remote sensing technology for range‐land management application . Journal of Range Management , 42 : 1 – 24 .
  • Tucker , CJ . 1987 . Satellite remote sensing of primary production . International Journal of Remote Sensing , 7 : 1395 – 1416 .
  • Yuan , JL and Fine , TL . 1998 . On measuring and correcting the effects of data mining and model selection . Journal of American Statistical Association , 93 : 120 – 131 .
  • Zhang , ZG and Den , CL . 1996 . An introduction of projection pursuit regression technology and PPR software package . Journal of Xinjiang Agricultural University , 44 : 30 – 32 .

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