Neural Networks and Rules-based Systems used to Find Rational and Scientific Correlations between being Here and Now with Afterlife Conditions
February 17, 2026
Neural Networks and Rules-based Systems used to Find Rational and
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ReserarchID
9AGTR
Crossref Journal DOI 10.17406/GJSFR
Print ISSN 0975-5896
e-ISSN 2249-4626
The methods for personal identification and authentication are no exception.
Neural Networks and Rules-based Systems used to Find Rational and
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The worst environmental oil spill disaster ever recorded in any tropical coastal region globally happened in 2019; severely affecting one of Brazil most famous northeast tourist area South Pirangi Reef area in the state of Rio Grande do Norte (RN). The oil, a complex chemical mixture of hydrocarbon including heavy metals spilled on beaches, in estuaries, and reefs has spread between 50 cm and 1 m deep, occasionally sinking to the benthos. Death of oiled animals and Habitat destruction are acute and long-term consequences on ecological systems that rely on the now impacted environment for survival. Pirangi Reef which was subjected to the oil spill in October 2019, was previously studied in 2013 and 2014 with no spotting of oil patches in the 55 sediment or water samples at that time. After the oil spill, 25 new sites in the reef areas, sandy sediments and macroalgae substratum were sampled to compare temporal data after the disastrous event. Our findings show that more than 95% of the unconsolidated sediment samples, including some corals, had some evidence of oil in 2019 opposed to no evidence at all in 2013 and 2014. Data on benthic foraminiferal fauna show loss of 26 species including symbiotic species.
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