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author:

Xu, Zhang-Hua (Xu, Zhang-Hua.) [1] | Li, Cong-Hui (Li, Cong-Hui.) [2] | Liu, Jian (Liu, Jian.) [3] | Yu, Kun-Yong (Yu, Kun-Yong.) [4] | Gong, Cong-Hong (Gong, Cong-Hong.) [5] | Tang, Meng-Ya (Tang, Meng-Ya.) [6] | Lai, Ri-Wen (Lai, Ri-Wen.) [7]

Indexed by:

EI PKU CSCD

Abstract:

In the present paper, one remote sensing index-age group vegetation index (AGVI) was put forward, and its feasibility was verified. Taking 518 groups of pine forest age group data collected in 13 counties (cities) of Sanming, Jiangle, Shaxian, Nanping, Huaan, Yunxiao, Nanping, Anxi, Putian, Changting, Jianyang, Ningde and Fuqing, Fujian Province and HJ-1 CCD multi-spectral image at the same time-phase as the basis, the spectrum differences of blue, green, red, near infrared and NDVI of each age group were analyzed, showing the characteristics of young forest>middle-aged forest>over-mature forest>mature forest>near mature forest at near infrared band and mature forest>near mature forest>over-mature forest>young forest>middle-aged forest at NDVI, thus the age group vegetation index(AGVI) was constructed; the index could increase the absolute and relative spectrum differences among age groups. For the pine forest AGVI, cluster analysis was conducted with K-mean method, showing that the division accuracy of pine forest age group was 80.45%, and the accurate rate was 90.41%. Therefore, the effectiveness of age group vegetation index constructed was confirmed.

Keyword:

Cluster analysis Forestry Image analysis Infrared devices K-means clustering Remote sensing Spectroscopy Vegetation

Community:

  • [ 1 ] [Xu, Zhang-Hua]College of Environment and Resources, Fuzhou University, Fuzhou 350108, China
  • [ 2 ] [Li, Cong-Hui]College of Nature Conservation, Beijing Forestry University, Beijing 100083, China
  • [ 3 ] [Liu, Jian]Institute of Geomatics Application, Fujian Agriculture and Forestry University, Fuzhou 350002, China
  • [ 4 ] [Liu, Jian]College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China
  • [ 5 ] [Liu, Jian]Sanming University, Sanming 365000, China
  • [ 6 ] [Yu, Kun-Yong]Institute of Geomatics Application, Fujian Agriculture and Forestry University, Fuzhou 350002, China
  • [ 7 ] [Yu, Kun-Yong]College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China
  • [ 8 ] [Gong, Cong-Hong]Institute of Geomatics Application, Fujian Agriculture and Forestry University, Fuzhou 350002, China
  • [ 9 ] [Gong, Cong-Hong]College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China
  • [ 10 ] [Tang, Meng-Ya]Institute of Geomatics Application, Fujian Agriculture and Forestry University, Fuzhou 350002, China
  • [ 11 ] [Tang, Meng-Ya]College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China
  • [ 12 ] [Lai, Ri-Wen]Institute of Geomatics Application, Fujian Agriculture and Forestry University, Fuzhou 350002, China
  • [ 13 ] [Lai, Ri-Wen]College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China

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Source :

Spectroscopy and Spectral Analysis

ISSN: 1000-0593

Year: 2014

Issue: 6

Volume: 34

Page: 1629-1634

0 . 2 9 2

JCR@2014

0 . 7 0 0

JCR@2023

ESI HC Threshold:268

JCR Journal Grade:4

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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