Fractional Vegetation Cover Estimation Based on MODIS Satellite Data from 2000 to 2013: a Case Study of Qinghai Province

被引:0
|
作者
Lili Feng
Zhiqing Jia
Qingxue Li
Ke Xu
机构
[1] Chinese Academy of Forestry,Institute of Desertification Studies, Qinghai Gonghe Desert Ecosystem Research Station
[2] Beijing Forestry University,College of Soil and Water Conservation
关键词
MODIS; Fractional vegetation cover; No-dense & dense model; Qinghai Province;
D O I
暂无
中图分类号
学科分类号
摘要
Fractional vegetation cover (FVC) is an important ecological parameter and indication for ecological environment change. As the main part of Qinghai-Tibet Plateau, Qinghai Province is a more sensitive area of climate change and fragile zone of ecology environment. In this study, multi-temporal satellite data were analyzed to estimate FVC from 2000 to 2013 in Qinghai Province using no-dense & dense model. When 1 < Leaf Area Index (LAI) < 3, the no-dense model was used and dense model was used under other conditions. This study explored the application of MODIS data in FVC estimation. Normalized Difference Vegetation Index (NDVI) data, Fraction of Photosynthetically Active Radiation (FPAR) and Leaf Area Index (LAI) products were acquired from MOD13A1 and MOD15A2. FVC highly related to LAI, light extinction coefficient and FPAR was estimated using no-dense & dense model. Slope map was calculated by multiple years FVC results. The increased tendency of FVC in this area illustrated the improving ecological environment. However, ecological and environmental problems of Qinghai Lake are still needed to be solved.
引用
收藏
页码:269 / 275
页数:6
相关论文
共 50 条
  • [1] Fractional Vegetation Cover Estimation Based on MODIS Satellite Data from 2000 to 2013: a Case Study of Qinghai Province
    Feng, Lili
    Jia, Zhiqing
    Li, Qingxue
    Xu, Ke
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2016, 44 (02) : 269 - 275
  • [2] Spatial and temporal variations of vegetation in Qinghai Province based on satellite data
    Wang Liwen
    Wei Yaxing
    Niu Zheng
    JOURNAL OF GEOGRAPHICAL SCIENCES, 2008, 18 (01) : 73 - 84
  • [3] Spatial and temporal variations of vegetation in Qinghai Province based on satellite data
    Liwen Wang
    Yaxing Wei
    Zheng Niu
    Journal of Geographical Sciences, 2008, 18 : 73 - 84
  • [4] Fractional Vegetation Cover Estimation Algorithm Based on Recurrent Neural Network for MODIS 250 m Reflectance Data
    Liu, Duanyang
    Jia, Kun
    Xia, Mu
    Wei, Xiangqin
    Yao, Yunjun
    Zhang, Xiaotong
    Tao, Guofeng
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 14 : 6532 - 6543
  • [5] Spatial and temporal variation characteristics of fractional vegetation cover in Qinghai province from 2009 to 2015
    DU, Yingkun
    YAN, Qin
    LUO, Chengfeng
    TONG, Lixia
    2016 4RTH INTERNATIONAL WORKSHOP ON EARTH OBSERVATION AND REMOTE SENSING APPLICATIONS (EORSA), 2016,
  • [6] Validation of Global LAnd Surface Satellite (GLASS) fractional vegetation cover product from MODIS data in an agricultural region
    Jia, Kun
    Liang, Shunlin
    Wei, Xiangqin
    Yao, Yunjun
    Yang, Linqing
    Zhang, Xiaotong
    Liu, Duanyang
    REMOTE SENSING LETTERS, 2018, 9 (09) : 847 - 856
  • [7] Fractional vegetation cover estimation based on satellite-sensed land classification
    Chen, YH
    Li, XB
    Li, X
    Shi, PJ
    MULTISPECTRAL AND HYPERSPECTRAL REMOTE SENSING INSTRUMENTS AND APPLICATIONS, 2003, 4897 : 403 - 410
  • [8] Integrating 250 m MODIS data in spectral unmixing for 500 m fractional vegetation cover estimation
    Ding, Xinyu
    Wang, Qunming
    Tong, Xiaohua
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2022, 111
  • [9] THE ESTIMATION AND VALIDATION OF FRACTIONAL VEGETATION COVER BASED ON GAOFEN-4 SATELLITE IMAGERY
    Sun, Yuanheng
    Ren, Huazhong
    Zhou, Gongqi
    Zhang, Tianyuan
    Zhang, Chengye
    Qin, Qiming
    2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2017, : 3495 - 3498
  • [10] Long-Term Global Land Surface Satellite (GLASS) Fractional Vegetation Cover Product Derived From MODIS and AVHRR Data
    Jia, Kun
    Yang, Linqing
    Liang, Shunlin
    Xiao, Zhiqiang
    Zhao, Xiang
    Yao, Yunjun
    Zhang, Xiaotong
    Jiang, Bo
    Liu, Duanyang
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 12 (02) : 508 - 518