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31Videos and Conclusion
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32Further Discussions
By applying advanced AI-powered multi-algorithm detection methods to identify toxic underwater air bubbles and assess water pollution based on chemical water quality tests, we can achieve to:
🐠📡💧📊 employ ultrasonic imaging as a nondestructive inspection method to identify air gaps and assess water pollution consecutively to find any underlying conditions of accumulating harmful underwater waste,
🐠📡💧📊 prevent contaminants from impinging on aquatic life,
🐠📡💧📊 avert algal blooms, hypoxia (dead zones), and expanding barren lands,
🐠📡💧📊 detect the surge of toxic air bubbles to preclude potential environmental hazards,
🐠📡💧📊 assist commercial aquaculture facilities in protecting aquatic life acclimatized to the enclosed water bodies,
🐠📡💧📊 help retail fish farms increase their profit and survival rates.
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33References
[1] Ocean pollution and marine debris, National Oceanic and Atmospheric Administration, https://www.noaa.gov/education/resource-collections/ocean-coasts/ocean-pollution.
[2] Engler, Richard. (2012). The Complex Interaction between Marine Debris and Toxic Chemicals in the Ocean. Environmental science & technology. https://www.researchgate.net/publication/232609179_The_Complex_Interaction_between_Marine_Debris_and_Toxic_Chemicals_in_the_Ocean.
Discussions
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Wow pretty amazing work and description of it. Thanks so much for sharing. Pretty interesting work with the ultrasonic sensor - still grokking your direction. Wow.!!
I wonder did you post/release the ESP32 software anywhere , gitxxx?
Are you sure? yes | no
Thanks for your kind words :)
I only posted my code files here:
https://www.hackster.io/kutluhan-aktar/ai-based-aquatic-ultrasonic-imaging-chemical-water-testing-f6b233#code
Are you sure? yes | no