Gathering information in over 300 spectral bands results in a tremendous volume of data that requires sophisticated analysis. This is where Metaspectral's unique approach comes into play, a combination of advanced data compression algorithms and novel machine learning models. These come together in theMachine Learning Operations agents also monitor and continuously improve the AI models, which run inference at the edge of the Cloud in real-time.
Another key development has been the emergence of the commercial space industry , which has led to lower costs and increased access to space. In addition to reusable rockets, cheaper launch services, and rideshare programs, this trend is allowing private companies to use technologies previously reserved for government entities.
"In the areas of climate change, hyperspectral data from space will allow farmers to precisely track plant health and soil moisture to only use the exact amount of fertilizer and water required to maximize yield. It will also allow farmers to precisely measure the carbon sequestration capacity of their fields, which will empower them to tie into, and benefit from, emerging carbon credit systems.
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