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Effective Data Representation and Compression in Ground Data Systems Ti Arc Nasa Form

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In 1972, the Landsat mission launched its first satellite into orbit, ushering in a revolutionary new era of Earth observation. More than 50 years and 8 satellites later, the Landsat mission has collected an immense amount of data that's proven an invaluable resource to scientists studying the complexities of our planet. The incredible abundance of data provides insights, but it can also pose a daunting challenge for researchers to extract and analyze information -- Landsats 8 & 9 alone each gather close to a terabyte of data per day. Enter artificial intelligence. AI's popularity has taken off in recent years with new tools that allow users to generate imagery, transcribe audio, and even compose music at the click of a button. This is nothing new for the scientific community, however, which have been using artificial intelligence methods for decades. When it comes to working with Landsat data, one of the most popular AI tools is machine learning. Machine learni

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