Research on Generic Optical Remote Sensing Products: A Review of Scientific Exploration, Technology Research, and Engineering Application

被引:9
|
作者
Liu, Yang [1 ]
Zuo, Xianyu [1 ]
Tian, Junfeng [1 ]
Li, Shenshen [2 ]
Cai, Kun [1 ]
Zhang, Wanjun [1 ]
机构
[1] Henan Univ, Sch Comp & Informat Engn, Henan Engn Lab Spatial Informat Proc, Henan Key Lab Big Data Anal & Proc, Kaifeng 475004, Peoples R China
[2] Chinese Acad Sci, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China
基金
中国国家自然科学基金;
关键词
Remote sensing; Indexes; Vegetation mapping; Optical sensors; Satellites; Earth Observing System; Reflectivity; Generic optical remote sensing products (ORSPs); high-resolution earth observation system; inversion technology; quality evaluation; remote sensing (RS) application; RS product category; validation; LAND-COVER CLASSIFICATION; SURFACE-TEMPERATURE; SOIL-MOISTURE; CLUSTERING-ALGORITHM; VEGETATION INDEX; VALIDATION; WATER; REFLECTANCE; RETRIEVAL; MODEL;
D O I
10.1109/JSTARS.2021.3062411
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
With the initial establishment of global earth observation system in various countries, more and more high-resolution remote sensing data of multisource, multitemporal, multiscale, and different types of satellites are obtained. It is urgent to explore the advanced basic theory of remote sensing information science, design high-performance generic key technologies of remote sensing information system and global positioning system, and study complex engineering system of remote sensing applications and geographic information system. In this article, the basic theory exploration, inversion technology research, and engineering application design and development of generic optical remote sensing product (ORSP) are systematically reviewed. We classify the ORSP scientifically, review the main algorithms and application scope of 16 kinds of generic ORSP, and expound the validation and quality evaluation methods of ORSP in engineering application. Furthermore, we analyze the current core problems and solutions, and prospects for the state-of-the-art research and the future development trend of generic ORSP. This will provide valuable reference for scientific research and construction of high-resolution earth observation system.
引用
收藏
页码:3937 / 3953
页数:17
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