Project Sonnet 18

Project Sonnet 18

GOES-R Satellite Geospatial Imaging Machine Learning Project

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Stage Zero

INSTRUMENTS: ADVANCED BASELINE IMAGER (ABI)

The Advanced Baseline Imager is the primary instrument on the GOES-R Series for imaging Earth’s weather, oceans and environment. ABI views the Earth with 16 different spectral bands (compared to five on the previous generation of GOES), including two visible channels, four near-infrared channels, and ten infrared channels. These different channels (wavelengths) are used by models and tools to indicate various elements on the Earth’s surface or in the atmosphere, such as trees, water, clouds, moisture or smoke.

https://noaasis.noaa.gov/GOES/HRIT/about_hrit.html

HomeBrew LRIT/HRIT receiver

https://pietern.github.io/goestools/guides/minimal_receiver.html

geospatial-machine-learning

https://github.com/deepVector/geospatial-machine-learning

satellite-image-deep-learning


https://github.com/robmarkcole/satellite-image-deep-learning

Implementation of Deep-Forecast using PyTorch

https://github.com/Wizaron/deep-forecast-pytorch

https://github.com/AlexeyAB/darknet

https://blog.roboflow.ai/how-to-train-yolov5-on-a-custom-dataset/

Resources:

End-Goal

Utilize satellite laser land imagery to detect mineral deposits and artifacts of archeological significance on other planets.

Sonnet 18 - William Shakespeare

Shall I compare thee to a summer’s day?

Thou art more lovely and more temperate:

Rough winds do shake the darling buds of May,

And summer’s lease hath all too short a date;

Sometime too hot the eye of heaven shines,

And often is his gold complexion dimm'd;

And every fair from fair sometime declines,

By chance or nature’s changing course untrimm'd;

But thy eternal summer shall not fade,

Nor lose possession of that fair thou ow’st;

Nor shall death brag thou wander’st in his shade,

When in eternal lines to time thou grow’st:

So long as men can breathe or eyes can see,

So long lives this, and this gives life to thee.

Penrose Systems