南极研究中的无人机遥感:进展、当前应用和未来使用案例综述

IF 16.2 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS IEEE Geoscience and Remote Sensing Magazine Pub Date : 2023-03-01 DOI:10.1109/MGRS.2022.3227056
Yanjun Li, Gan Qiao, S. Popov, X. Cui, I. Florinsky, X. Yuan, Lijuan Wang
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引用次数: 3

摘要

南极洲受到全球气候变化的严重影响。由于现有数据集的时空限制、预算限制、后勤挑战以及南极洲不利的温度和气候条件,研究人员面临着巨大的挑战。无人机有助于解决这一问题,因为与现场观测以及传统的星载和机载遥感相比,无人机可以以低成本、轻松的方式收集高分辨率时空数据,并在人迹罕至的位置进行操作。用于极地环境的无人机的开发和测试主要集中在通过提高其续航能力、风阻和航空摄影稳定性来提高无人机在南极极端条件下的性能。配备的多传感器、灵活的数据采集和操作窗口以及高时空分辨率都有助于使无人机成为最强大的冰冻圈研究平台。近年来,发表了一系列关于冰冻圈的无人机相关研究。然而,缺乏一份全面的综述,明确详细说明在南极极地研究中使用无人机的科学进展和可能性。在这个全球和区域气候快速变化的时代,越来越有必要使用无人机来调查南极冰盖(AIS)和冰架的细微变化。这项工作调查了无人机在南极冰川学调查的冰川微地形(包括裂谷和决口、地表沉降和融化池)、冰面地貌、大气、动植物群、海冰、冰下环境和其他方面的监测中的使用,并推测了其在多学科研究中的未来用途。
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Unmanned Aerial Vehicle Remote Sensing for Antarctic Research: A review of progress, current applications, and future use cases
Antarctica has been significantly influenced by global climate change. Owing to the spatiotemporal limitations of existing datasets, budgetary constraints, logistical challenges, and adverse temperature and climatic conditions of Antarctica, researchers face great challenges. Unmanned aerial vehicles (UAVs) have helped to solve this issue because they can collect high-resolution spatiotemporal data and conduct operations in inaccessible locations at a low cost and with ease compared with in situ observation and conventional spaceborne and airborne remote sensing. The development and testing of UAVs for use in polar environments mainly focus on enhancing UAV performance in extreme Antarctic conditions by improving their endurance, wind resistance, and aerial photography stability. The equipped multisensors, flexible data collection and operation window, and high-spatiotemporal resolution all contribute to making UAVs the most powerful platform for cryospheric research. In recent years, a series of UAV-related studies on the cryosphere have been published. However, a thorough review that explicitly details the scientific progress and possibilities of using UAVs in Antarctic polar research is lacking. In this era of rapid global and regional climate change, it is becoming increasingly necessary to employ UAVs to investigate the finer changes in the Antarctic ice sheet (AIS) and ice shelves. This work investigates the use of UAVs in the monitoring of the glacial microtopography (including rifts and crevasses, surface subsidence, and melting ponds), ice surface landforms, atmosphere, flora and fauna, sea ice, subglacial environment, and other aspects of Antarctic glaciology investigation, and it speculates on their future use in multidisciplinary research.
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来源期刊
IEEE Geoscience and Remote Sensing Magazine
IEEE Geoscience and Remote Sensing Magazine Computer Science-General Computer Science
CiteScore
20.50
自引率
2.70%
发文量
58
期刊介绍: The IEEE Geoscience and Remote Sensing Magazine (GRSM) serves as an informative platform, keeping readers abreast of activities within the IEEE GRS Society, its technical committees, and chapters. In addition to updating readers on society-related news, GRSM plays a crucial role in educating and informing its audience through various channels. These include:Technical Papers,International Remote Sensing Activities,Contributions on Education Activities,Industrial and University Profiles,Conference News,Book Reviews,Calendar of Important Events.
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