Earth Environmental Monitoring Using Multi-Temporal Synthetic Aperture Radar: A Critical Review of Selected Applications

被引：23

作者：

Amitrano, Donato ^{[1
]}

Di Martino, Gerardo ^{[2
]}

Guida, Raffaella ^{[1
]}

Iervolino, Pasquale ^{[3
]}

Iodice, Antonio ^{[2
]}

Papa, Maria Nicolina ^{[4
]}

Riccio, Daniele ^{[2
]}

Ruello, Giuseppe ^{[2
]}

机构：

[1] Univ Surrey, Surrey Space Ctr, Guildford GU2 7XH, Surrey, England

[2] Univ Naples Federico II, Dept Elect Engn & Informat Technol, I-80131 Naples, Italy

[3] Airbus Def & Space, Guildford GU2 7XH, Surrey, England

[4] Univ Salerno, Dept Civil Engn, I-84135 Salerno, Italy

来源：

REMOTE SENSING | 2021年 / 13卷 / 04期

关键词：

change detection; flood mapping; forestry; multi-temporal analysis; synthetic aperture radar; water resources; BAND SAR BACKSCATTER; UNSUPERVISED CHANGE DETECTION; FOREST ABOVEGROUND BIOMASS; LAND-COVER CLASSIFICATION; SPLIT-BASED APPROACH; HIGH-RESOLUTION SAR; UPPER EAST REGION; ALOS PALSAR DATA; TIME-SERIES; BOREAL FORESTS;

D O I：

10.3390/rs13040604

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

Microwave remote sensing has widely demonstrated its potential in the continuous monitoring of our rapidly changing planet. This review provides an overview of state-of-the-art methodologies for multi-temporal synthetic aperture radar change detection and its applications to biosphere and hydrosphere monitoring, with special focus on topics like forestry, water resources management in semi-arid environments and floods. The analyzed literature is categorized on the base of the approach adopted and the data exploited and discussed in light of the downstream remote sensing market. The purpose is to highlight the main issues and limitations preventing the diffusion of synthetic aperture radar data in both industrial and multidisciplinary research contexts and the possible solutions for boosting their usage among end-users.

引用

页码：1 / 45

页数：45

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