• Ramya
• Madhu Naik
• Dhanush HD
• Vikesh JP
• Shailesh S Shetty

This letter presents a multi -discipline observation of environmental challenges and technical solutions related to oil pollution and digital data analysis. An experimental study, X-- band radars and high-resolution wave probes examine the radar backslapping characteristics of colza oil, crude oil, and gas oil contaminated sea surfaces using the high-resolution wave probe. The study indicates a decrease in radar cross-section due to oil contamination, representing high radar signatures compared to collies with crude oil. Another major anxiety in the oil industry is a decrease in pipeline efficiency caused by paraffin and impurity buildup, which is addressed through comparative analysis of internal cleaning technologies. In addition, the detection of oil spill using synthetic aperture radar (SAR) is enhanced to separate the actual spread from "look-Alix" by incorporating air visual remote sensing and image facility extraction. In response to an increase in marine oil pollution, paper emphasizes the role of robotics and emerging technologies in reducing environmental effects through rapid oil removal. Additionally, the relevance of digital communication has been exposed through analysis of unarmed social media data. By implementing Bhole Bayes and maximum entropy up algorithm on Twitter data on the Government of India schemes, the paper shows how opinion can inform the mining policy-making. Overall, the work integrates environmental science and data analytics to propose impressive solutions.

Oil spill detection, Synthetic aperture radar (SAR), Radar backscattering, Marine pollution, Pipeline cleaning technologies, Crude oil, Colrea oil, Gas oil, Remote sensing, Environmental monitoring, Oil spill reaction robotics.

"SURVEY ON OIL SPILL COLLECTION TECHNIQUES", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 7, page no.570-573, July-2025, Available :http://www.jetir.org/papers/JETIRGX06110.pdf

"SURVEY ON OIL SPILL COLLECTION TECHNIQUES", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 7, page no. pp570-573, July-2025, Available at : http://www.jetir.org/papers/JETIRGX06110.pdf