山地遥感主要研究进展、发展机遇与挑战

山地遥感主要研究进展、发展机遇与挑战 Progresses, opportunities, and challenges of mountain remote sensing research 李爱农 LI Ainong 1 first-author 边金虎 BIAN Jinhu 1 张正健 ZHANG Zhengjian 1 赵伟 ZHAO Wei 1 尹高飞 YIN Gaofei 1 中国科学院水利部成都山地灾害与环境研究所数字山地与遥感应用研究中心 中国科学院水利部成都山地灾害与环境研究所数字山地与遥感应用研究中心 Center for Digital Mountain and Remote Sensing Application, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences Center for Digital Mountain and Remote Sensing Application, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences 山地遥感是研究在山地这一特定环境中的遥感基本原理、方法及其应用的科学技术。从山地遥感研究的基本内涵出发,总结面临的若干前沿科学问题,指出当前主要研究内容:（1）电磁波与山地地表相互作用机理及建模理论;（2）山地遥感数据时—空—谱归一化处理方法;（3）山地地表信息遥感建模、反演与同化方法;（4）山地遥感尺度效应与算法/产品验证;（5）山地遥感信息综合应用等。从山地遥感研究的基础理论方法以及山地遥感应用两个层面回顾了近年来山地遥感研究取得的进展,并就新时代背景下山地遥感研究面临的机遇与挑战进行了分析,最后对山地遥感研究前景进行了展望。 Global mountainous areas account for about 24 percent of the total global terrestrial area. The mountain area in China makes up approximately 65 percent of the national land area. Thus, China can be described as a mountainous country. Mountains are an important resource foundation and are a vital ecological defense for the existence and development of human beings. However, because of the special energy gradients, mountainous regions are centralized areas for the development of natural hazards. Besides, mountainous areas also serve as a sensitive indicator for global change studies because of their vertical environment gradient. Mountainous areas has become a hotspot and area of focus for many earth system studies. Remote sensing is one of the most important and effective tools for mountain studies. It can provide continuous spatio-temporal land cover, feature status, and historical change information. However, given the dramatically different geometric characteristics of mountainous surface and the various special ecosystem structures and functions, remote sensing applications in mountainous areas still face many challenges and difficulties, including serious geometric and radiometric distortion problems, more complex energy balance process, and more prominent ill-condition retrieving problem for ecosystem parameters than that of the plain area.Mountain remote sensing, which mainly focuses on the basic theories, methodologies, and integrated applications of remote sensing in mountainous environments, is a research branch of the remote sensing science. Although the word "mountain remote sensing" firstly began to be used in the middle 1980 s, the research on remote sensing in mountainous areas can be tracked back to nearly 100 years ago because topographic mapping began early in the photogrammetry remote sensing field. In recent decades, issues regarding the basic theories and integrative applications of mountain remote sensing have attracted worldwide attention. Mountain remote sensing has become one of the most popular research areas in remote sensing sciences. We summarized the scientific significance and several frontier issues in mountain remote sensing studies. Currently, the main contents of mountain remote sensing research should include but not be limited to the following aspects:（1） the interaction mechanism and modeling theory between electromagnetic signatures and mountain land surfaces;（2）spatial–temporal–spectral normalization methodologies for mountainous remote sensing data;（3） remote sensing modeling, retrieving, and assimilation methodologies for land surface information in mountainous areas;（4） scaling effects and the validation of remote sensing products in mountainous areas; and（5） the integrated applications of remote sensing information in mountain studies. Currently, mountain remote sensing faces unprecedented developing opportunities because of the following reasons:（1） emerging novel remote sensing observation technologies,（2） in-depth development of basic theories and methodologies of mountain remote sensing,（3） driving forces from earth science big data studies, and（4） great application demands of mountain remote sensing. In this work, we reviewed the research progresses of basic theories and applications of mountain remote sensing in recent years, and analyzed the opportunities, challenges, and future prospects of mountain remote sensing in the modern era. 山地遥感 模型 尺度转换 病态反演 数据同化 地形效应 mountain remote sensing Model scale conversion ill-conditioned inversion data assimilation topographic effect P237 国家自然科学基金项目（编号:41271433,41571373,41301385,41401425）;中国科学院“百人计划”项目;中国科学院战略性先导专项子课题（编号:XDA05050105）;中国科学院国际合作重点项目（编号:GJHZ201320）~~ 2021-06-09 5 20