Remote sensing of the Earth also advances the technological state of the art, and this assists the development of deep space remote sensing missions such as Voyager ( Kohlhase and Penzo, 1977) and the Cassini-Huygens space-research mission ( Matson et al., 2002). Moreover, satellite remote sensing has provided an effective tool for gathering global information such as 1) planetary topography 2) atmospheric profiles of the temperature, water vapor, carbon dioxide and other trace gases 3) mineral and chemical compositions of surface and atmosphere, and 4) properties of cryosphere such as snow, sea ice, glacier, and melting ponds, and 5) particle and electromagnetic properties of the thermosphere, ionosphere and magnetosphere. Finally, social science efforts to survey global crises (such as the COVID-19 pandemic) are benefitting from satellite remote sensing datasets that utilize diverse targeted visualization to classify human environments, and then relate these observations to various socioeconomic data sets, etc. The remote sensing of the land from satellite greatly contributes to the exploration of mineral resources ( Zhang et al., 2017), the monitoring of floods and droughts ( Jeyaseelan, 2004), soil moisture ( Lakshmi, 2013 Babaeian et al., 2019), vegetation ( Xie et al., 2008), deforestation ( Gao et al., 2020), forest fires ( Lentile et al., 2006), agricultural monitoring ( Atzberger, 2013), urban planning ( Kadhim et al., 2016), etc. Remote sensing of ocean surfaces is used for monitoring of coastline dynamics, sea surface temperature and salinity, ocean ecosystem and carbon biomass, sea level change, marine traffic and fisheries, mapping of water current and underlying topography in shallow waters, etc. Observations of the atmosphere are used for weather prediction, monitoring of environmental pollution, climatic change, etc. There are a large number of highly important applications that currently rely upon data from satellites. Large-scale continuous satellite observations complement detailed (but sparse) field observations and provide measurements of unsurpassed volume and content for theoretical modeling and data assimilation. Moreover, satellite instruments can observe toxic or hazardous environments without putting people or equipment at risk. These space-based observations have a non-destructive character that allows for rapid monitoring of the ambient atmosphere, its underlying surface, and the ocean mixed layer.
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