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

页码：692 / 695

页数：4

共 50 条

[1] CONTINENTAL SCALE LAND COVER CLASSIFICATION USING MODIS SURFACE REFLECTANCE PRODUCTS
Maeda, Mikio
Fukue, Kiyonari
Shimoda, Haruhisa
NETWORKING THE WORLD WITH REMOTE SENSING, 2010, 38 : 953 - 957
[2] GLOBAL LAND COVER CLASSIFICATION USING MODIS SURFACE REFLECTANCE PRODUCTS
Shimoda, Haruhisa
Fukue, Kiyonari
XXII ISPRS CONGRESS, TECHNICAL COMMISSION VIII, 2012, 39-B8 : 525 - 528
[3] GLOBAL LAND COVER CLASSIFICATION USING MODIS SURFACE REFLECTANCE PROSUCTS
Fukue, Kiyonari
Shimoda, Haruhisa
XXIII ISPRS CONGRESS, COMMISSION VII, 2016, 41 (B7): : 219 - 222
[4] Using the 500 m MODIS land cover product to derive a consistent continental scale 30 m Landsat land cover classification
Zhang, Hankui K.
Roy, David P.
REMOTE SENSING OF ENVIRONMENT, 2017, 197 : 15 - 34
[5] PERIODIC LAND COVER CLASSIFICATION AT A REGIONAL SCALE BY USING MODIS IMAGES
Niclos Corts, Raquel
Estrela Navarro, Maria Jose
Valiente Pardo, Jose Antonio
Barbera Bisbal, Maria Jesus
GEOFOCUS-REVISTA INTERNACIONAL DE CIENCIA Y TECNOLOGIA DE LA INFORMACION GEOGRAFICA, 2010, (10):
[6] Land Surface Cover Classification by Soft Computing Methods using MODIS Satellite Data
Mackin, Kenneth J.
Yamaguchi, Takashi
Nunohiro, Eiji
Park, Jong Geol
Zheng, Zeyu
Hara, Keitaro
Matsushita, Kotaro
Yanagisawa, Yukio
Igarashi, Masao
INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL, 2010, 13 (3B): : 1013 - 1018
[7] Land cover classification and wetland inundation mapping using MODIS
Di Vittorio, Courtney A.
Georgakakos, Aris P.
REMOTE SENSING OF ENVIRONMENT, 2018, 204 : 1 - 17
[8] A Method for Retrieving Land Surface Reflectance Using MODIS Data
Guang, Jie
Xue, Yong
Yang, Leiku
Mei, Linlu
He, Xingwei
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2013, 6 (03) : 1564 - 1570
[9] Generation of new cloud masks from MODIS land surface reflectance products
Liu, Ronggao
Liu, Yang
REMOTE SENSING OF ENVIRONMENT, 2013, 133 : 21 - 37
[10] Validating MODIS land surface reflectance and albedo products: methods and preliminary results
Liang, SL
Fang, HL
Chen, MZ
Shuey, CJ
Walthall, C
Daughtry, C
Morisette, J
Schaaf, C
Strahler, A
REMOTE SENSING OF ENVIRONMENT, 2002, 83 (1-2) : 149 - 162

← 1 2 3 4 5 →