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卫星全球气候观测系统OA

Satellite-based global climate observing systems

中文摘要英文摘要

卫星遥感已成为全球气候观测系统不可或缺的组成部分.目前,卫星遥感主要依赖地球静止轨道卫星和低地球轨道卫星两类平台.地球静止轨道卫星可实现大气、陆地和海洋的快速监测,具有高时间分辨率,但在高纬度地区能力有限.低地球轨道卫星可提供全球观测,空间分辨率高,但时间分辨率低.星载仪器分为被动式和主动式两类.被动仪器仅接收地球和大气发射电磁波,而主动仪器可以发射电磁波并接收目标物散射回波.因为可见光和红外波段位于地球反射短波和发射长波辐射的能量密集区域,所以星载被动可见光和红外仪器可轻易实现高空间分辨率采样.然而,可见光和红外辐射不能穿透云层,而微波可在有云条件下探测云或降水内部结构以及地表状况,但地球微波辐射较弱,仪器需收集较大面上的微波辐射才能进行有效探测,导致微波仪器空间分辨率较低.星载激光雷达和微波雷达通过其发射器发射电磁波,接收器接收目标物散射回波,可同时获取目标的位置和强度信息.卫星遥感已经积累了50多年的数据,为气候变化研究提供了丰富的数据基础.然而,卫星轨道变化、星载仪器灵敏度衰减和更新换代、低轨卫星时间稀疏采样,给创建高质量的气候数据记录带来了巨大挑战.与基于辐射观测的卫星不同,地球重力卫星通过测量卫星动力学状态(轨道、距离、加速度)来反演地下水和冰川质量,全球定位系统掩星观测根据电磁波的相位延迟、弯曲角反演大气温度和湿度,其优点是不依赖仪器的辐射定标,测量结果长期一致性高.本文回顾了卫星轨道、星载仪器和关键卫星项目,同时简介了仪器校准方法以及卫星全球气候观测系统的挑战和未来方向.

Satellite remote sensing has become an indispensable component of the Global Climate Observation System(GCOS).At present,satellite observations primarily rely on two types of platforms:geostationary Earth orbit(GEO)satellites and low Earth orbit(LEO)satellites.GEO satellites provide continuous monitoring of the atmosphere,land surface,and oceans with high temporal resolution,although their observational capability is lim-ited at high latitudes.In contrast,LEO satellites offer near-global coverage and high spatial resolution but generally have lower temporal sampling frequencies. Spaceborne instruments can be broadly classified into passive and active sensors.Passive instruments only re-ceive electromagnetic waves emitted by the Earth and atmosphere,while active instruments can both emit and re-ceive scattered echoes from target objects.Early satellite instruments primarily operated in the visible light and in-frared spectral regions because these wavelengths correspond to the major portions of Earth's reflected solar radia-tion and emitted thermal radiation,enabling observations with relatively high spatial resolution.However,visible and infrared radiation cannot penetrate cloud cover.Microwave sensors,by contrast,can observe the Earth's surface under cloudy conditions and provide information on the internal structure of clouds and precipitation sys-tems.Owing to the relatively weak microwave emission from the Earth,microwave sensors require larger sampling footprints to achieve adequate signal strength,resulting in lower spatial resolution than visible and infrared instru-ments.Active remote sensing systems,including spaceborne LIDAR and microwave radar,determine the location and characteristics of targets by transmitting electromagnetic signals and analyzing the returned echoes.In addition,the Gravity Recovery and Climate Experiment(GRACE)mission measures variations in the Earth's gravity field to monitor mass changes in the hydrosphere,cryosphere,and oceans.Global Navigation Satellite Sys-tem(GNSS)receivers carried aboard LEO by satellites provide high-vertical-resolution observations of atmos-pheric temperature and humidity through radio occultation techniques and can be used to calibrate and validate satellite microwave sounding data. Although the former Soviet Union launched the world's first artificial satellite,US satellite programs have made particularly important contributions to the global climate observing system through their long-term continui-ty,extensive data records,and open data policies.Since 1978,the Advanced Very High Resolution Radiometer(AVHRR)aboard the National Oceanic and Atmospheric Administration(NOAA)satellite series has provided Earth observation data at approximately 1.1 km spatial resolution,supporting applications such as land surface temperature retrieval,vegetation phenology monitoring,land-cover classification,and snow and ice mapping.How-ever,the absence of orbit maintenance systems and onboard calibration devices for visible sensors resulted in or-bital drift and sensor degradation,creating challenges for long-term climate applications.Since 1972,the Landsat program has provided 30 m spatial resolution observations for monitoring deforestation,urban expansion,agricul-tural activities,and inland water bodies.NASA's Earth Observing System(EOS),initiated in 1998,addressed many of the orbital and sensor stability issues encountered by earlier satellite systems while incorporating the strengths of the Landsat program.The US Defense Meteorological Satellite Program(DMSP)operates satellites in a dawn-dusk sun-synchronous orbit and provides observations of clouds,land and ocean surface conditions,and three-dimensional atmospheric temperature and humidity fields.Its microwave imaging instruments are widely used for precipitation retrieval and soil and vegetation moisture monitoring.European satellite missions have made distinct contributions to radar remote sensing and collaborate closely with the United States in polar-orbiting mete-orological observations through data-sharing and cost-sharing initiatives.The Sentinel satellite series,developed under the European Copernicus Earth Observation Program,supports the monitoring of land,oceans,the atmos-phere,and climate change.The Tropical Rainfall Measuring Mission(TRMM)and the Global Precipitation Measurement(GPM)mission,jointly developed by the United States and Japan,significantly improved the accu-racy of tropical and global precipitation observations through the deployment of precipitation radar and advanced microwave sensors.Although China entered the field of meteorological satellite observation later than some other major spacefaring nations,its Fengyun satellite program has developed rapidly and is currently the only operational system simultaneously maintaining morning,afternoon,dawn-dusk,and inclined-orbit meteorological satellites. More than five decades of satellite observations have provided an invaluable foundation for climate change research.Nevertheless,challenges remain in constructing long-term,high-quality climate data records due to orbital drift,sensor degradation,instrument replacement,calibration inconsistencies,and the sparse temporal sampling of low-Earth orbit satellites.This review summarizes the characteristics of major satellite orbits,spaceborne instru-ments,and key Earth observation missions and briefly discusses calibration approaches,current challenges,and future directions for satellite-based global climate observing systems.

王开存

北京大学 城市与环境学院 中法地球系统模拟国际联合中心/碳中和研究院,北京 100871||贵州师范大学 地理与环境科学学院/喀斯特研究院,贵州 贵阳 550025

气候变化全球气候观测系统地球静止轨道卫星低地球轨道卫星微波遥感星载雷达重力卫星掩星观测

climate changeGlobal Climate Observing System(GCOS)geostationary Earth orbit satelliteslow Earth orbit satellitesmicrowave remote sensingspaceborne radargravity satelliteoccultation observation

《大气科学学报》 2026 (5)

745-781,37

国家重点研发计划项目(2022YFF0801302)贵州科技计划重大项目(黔科合人才XKBF[2025]012)

10.13878/j.cnki.dqkxxb.20260324007

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