CONTINENTAL SCALE LAND COVER CLASSIFICATION USING MODIS SURFACE REFLECTANCE PRODUCTS

被引：1
|
作者：
Shimoda, Haruhisa [1 ]
Fukue, Kiyonari [1 ]
机构：
[1] Tokai Univ, Res & Informat Ctr, Shibuya Ku, Tokyo 1510063, Japan
来源：
2011 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2011年
关键词：
land cover; classification; global;
D O I：
10.1109/IGARSS.2011.6049224
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
The objective of this study is to develop land cover classification algorithm for Global and/or continental scale by using multi-temporal MODIS land reflectance products. Time-domain co-occurrence matrix is introduced as a classification feature that represents time-series signature of land covers. And the non-parametric minimum distance classification using Euclidian distance or cosine distance is conducted. As results, Surface Reflectance 8-Day L3 product and Nadir BRDF-Adjusted Reflectance product showed similar classification accuracy of 91%-93% for IGBP-17 land cover categories. Furthermore, it is confirmed that the accuracy is 14%-17% higher than that of MODIS land cover product for the target classification area.
引用
收藏
页码：692 / 695
页数：4
相关论文
共 50 条
  • [21] THE RECONSTRUCTION OF MODIS LAND SURFACE TEMPERATURE PRODUCTS USING NSSR
    Yu, Wenping
    Ma, Mingguo
    Wang, Xufeng
    Tan, Junlei
    Geng, Liying
    Jia, Shuzhen
    2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 3766 - 3769
  • [22] Evaluation of various classifiers on regional land cover classification using MODIS data
    Liu, YH
    Xu, YM
    Shi, RH
    Niu, Z
    IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, Vols 1-8, Proceedings, 2005, : 1281 - 1283
  • [23] Variability of fire-induced changes in MODIS surface reflectance by land-cover type in Borneo
    Miettinen, J.
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2007, 28 (22) : 4967 - 4984
  • [24] Comparison of MODIS surface reflectance with mast-based spectrometer observations using CORINE2000 land cover database
    Heikkinen, Pauli
    Pulliainen, Jouni
    Kyro, Esko
    Sukuvaara, Timo
    Suokanerva, Hanne
    Kontu, Anna
    IGARSS: 2007 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-12: SENSING AND UNDERSTANDING OUR PLANET, 2007, : 4117 - 4119
  • [25] A new method of identifying crop area in China from modis land surface reflectance products
    Debao, Yuan
    Cao, He
    Huang, Lei
    Jiao, Wenzhe
    Huo, Lifang
    1600, CAFET INNOVA Technical Society, 1-2-18/103, Mohini Mansion, Gagan Mahal Road,, Domalguda, Hyderabad, 500029, India (07): : 2390 - 2399
  • [26] Estimating fractional snow cover in vegetated environments using MODIS surface reflectance data
    Xiao, Xiongxin
    He, Tao
    Liang, Shunlin
    Liu, Xinyan
    Ma, Yichuan
    Liang, Shuang
    Chen, Xiaona
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2022, 114
  • [27] Combining MODIS and National Land Resource Products to Model Land Cover-Dependent Surface Albedo for Norway
    Bright, Ryan M.
    Astrup, Rasmus
    REMOTE SENSING, 2019, 11 (07)
  • [28] Land cover in Upper Egypt assessed using regional and global land-cover products derived from MODIS imagery
    Fuller, Douglas O.
    Parenti, Michael S.
    Gad, Adelm M.
    Beier, John C.
    REMOTE SENSING LETTERS, 2012, 3 (02) : 171 - 180
  • [29] Land cover in East Asia classified using Terra MODIS and DMSP OLS products
    Matsuoka, M.
    Hayasaka, T.
    Fukushima, Y.
    Honda, Y.
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2007, 28 (1-2) : 221 - 248
  • [30] Study of the comparison of land cover classification for multitemporal MODIS images
    Guo, Jian
    Zhang, Ji-Xian
    Zhang, Yong-Hong
    Cao, Yin-Xuan
    Cehui Xuebao/Acta Geodaetica et Cartographica Sinica, 2009, 38 (01): : 88 - 92
12345