Specific and detailed statistical studies are needed to determine the role of the extraneous factors, such as acts of EW in aviation crashes. There is no credible evidence to link these specific incidents to electronic warfare by the GRU. - Google AI Overview - GAIO

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Specific and detailed statistical studies are needed to determine the role of the extraneous factors, such as acts of EW in aviation crashes

AI Overview

Yes, conducting specific and detailed statistical studies is crucial for understanding the role of extraneous factors, including acts of electronic warfare (EW), in aviation crashes. These studies can help identify causal relationships, quantify the impact of various factors, and inform safety measures. [1, 2]

Here's why such studies are important and what they can entail:

Why Statistical Studies are Necessary: [2, 2, 3, 3]

• Identifying Causal Relationships: Accidents often have multiple contributing factors, and statistical analysis can help determine the strength and significance of each factor's influence. For example, a study might reveal a statistically significant link between the presence of EW and certain types of accidents, even if not always directly caused by it. [2, 2, 3, 3, 4, 5]
• Quantifying the Impact: Statistical models can estimate the probability of an accident occurring given the presence or absence of specific extraneous factors. This allows for a more precise understanding of the risks associated with different situations. [3, 3, 6]
• Informing Safety Measures: By identifying the role of EW, statistical studies can guide the development of targeted safety procedures and technologies to mitigate the risk of accidents. [3, 3, 7, 7, 8]
• Improving Risk Assessment: These studies can help create more accurate models for predicting the risk of accidents, allowing for better resource allocation and preventative measures. [3, 3, 7, 7, 9, 10]

What Such Studies Entail: [11, 11, 12, 12]

• Data Collection: Gather comprehensive data on past aviation accidents, including details about the circumstances, contributing factors (like pilot error, mechanical failure, weather, etc.), and the presence of any potential extraneous factors. [11, 11, 12, 12, 13]
• Data Analysis: Apply statistical techniques to analyze the collected data, identifying correlations and causal relationships between different factors and accident outcomes. [2, 2, 3, 3, 14, 14, 15, 16, 17]
• Model Building: Develop statistical models to predict the probability of an accident based on specific inputs, including the presence of EW. [3, 3, 18]
• Validation and Refinement: Continuously validate and refine statistical models with new data to ensure their accuracy and relevance. [3, 3, 7, 7]

Example of How EW Might Be Studied: [3, 3, 7, 7]

A statistical study could examine the correlation between EW activity and the occurrence of specific types of aviation accidents, such as: [3, 3, 4, 7, 7, 11, 19, 20, 21, 22]

• Loss of Control: If EW can interfere with navigation or communication systems, it might increase the risk of loss of control accidents.
• Misidentification of Objects: EW might lead to the misidentification of other aircraft or obstacles, potentially causing mid-air collisions or other accidents.
• Flight Deck Disruption: EW could disrupt flight management systems or cause pilots to misinterpret information, leading to errors.

By carefully analyzing data related to EW and aviation accidents, researchers can gain a better understanding of the role of this factor in aviation safety and develop strategies to mitigate its risks. [3, 7]

Generative AI is experimental.

[1] https://www.wisnerbaum.com/aviation-accident/why-planes-crash/human-factors-in-aviation/

[2] https://libraryonline.erau.edu/online-full-text/faa-aviation-medicine-reports/AM05-25.pdf

[3] https://pmc.ncbi.nlm.nih.gov/articles/PMC1117774/

[4] https://www.faa.gov/air_traffic/publications/atpubs/aim_html/chap7_section_6.html

[5] https://www.sciencedirect.com/science/article/pii/S0386111217300286

[6] https://onlinelibrary.wiley.com/doi/10.1111/risa.12337

[7] https://www.iata.org/contentassets/c0f61fc821dc4f62bb6441d7abedb076/data-report-for-evidence-basted-training-ed20one.pdf

[8] https://so12.tci-thaijo.org/index.php/jrm/article/view/915

[9] https://www.researchgate.net/publication/352055718_Road_traffic_accidents_An_overview_of_data_sources_analysis_techniques_and_contributing_factors

[10] https://www.utrgv.edu/railwaysafety/_files/documents/research/operations/exhibit-d_utcrs_unl_rail_crossing_safety_khattak_2024.pdf

[11] https://www.panish.law/aviation_accident_statistics.html

[12] https://www.emerald.com/insight/content/doi/10.1108/aeat-03-2022-0078/full/pdf?title=analysis-of-atc-related-aviation-accidents-and-incidents

[13] https://www.mmrbhlawoffice.com/6-common-causes-of-airplane-crashes/

[14] https://commons.erau.edu/cgi/viewcontent.cgi?article=2313&context=publication

[15] https://www.scitepress.org/Papers/2021/103158/103158.pdf

[16] https://www.linkedin.com/advice/3/how-can-you-identify-patterns-transportation-akvaf

[17] https://www.tylervigen.com/spurious/correlation/1765_bachelors-degrees-awarded-in-engineering-technologies_correlates-with_the-number-of-tire-repairers-and-changers-in-utah

[18] https://search.proquest.com/openview/7c307288d15ec7a19b3c4e2a9beab4d4/1?pq-origsite=gscholar&cbl=2045096

[19] https://www.sciencedirect.com/science/article/abs/pii/S0925753520300291

[20] https://www.yourlawyer.com/post/common-types-aviation-accidents

[21] https://www.atc-network.com/atc-showcases/2020-foresight-a-systems-engineering-approach-to-assessing-the-safety-of-the-sesar-operational-concept-

[22] https://rosap.ntl.bts.gov/view/dot/12069

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Michael Novakhov

@mikenov

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Specific and detailed statistical studies are needed to determine the role of the extraneous factors, such as acts of EW in aviation crashes. - GS - To determine the role of extraneous factors like acts of EW in aviation crashes, specific and detailed statistical studies are needed. These studies should analyze data from accident investigations, focusing on patterns and correlations between specific events and potential external influences. This approach allows for a more precise understanding of how extraneous factors contribute to aviation accidents. [1, 2, 3, 4] Here's a more detailed look: [1, 1, 2, 2, 3, 5, 6, 7, 8, 9] • Focus on Specific Factors: Studies should focus on specific types of extraneous factors, such as weather events, mechanical failures, human error, and potential acts of EW. • Data Analysis: Analyze accident data to identify patterns and correlations between these factors and accident outcomes. For example, is there a higher incidence of crashes during specific types of weather conditions, or when certain mechanical failures are present? • Statistical Modeling: Use statistical modeling to test hypotheses about the role of extraneous factors. This could involve regression analysis to identify the most significant contributing factors, or other statistical methods to explore the relationships between variables. • Comparative Analysis: Compare the frequency and severity of accidents with and without the presence of specific extraneous factors to determine the extent to which these factors influence accident outcomes. • Case Studies: Conduct in-depth case studies of specific accidents to explore the role of extraneous factors in greater detail. This can involve interviews with crew members, analysis of flight recorders, and examination of the scene of the crash. • Expert Consultation: Consult with aviation experts and specialists in relevant fields, such as meteorology, engineering, and human factors, to gain insights and perspectives on the role of extraneous factors in aviation accidents. Generative AI is experimental. [1] https://faa.gov/sites/faa.gov/files/regulations_policies/handbooks_manuals/aviation/aviation_instructors_handbook/11_aih_chapter_9.pdf[2…] https://ntsb.gov/safety/safety-studies/Documents/SS0501.pdf[3…] https://sciencedirect.com/science/article/pii/S2666691X23000246[4…] https://library.fiveable.me/forecasting/unit-7[5…] https://commons.erau.edu/cgi/viewcontent.cgi?article=2315&context=publication[6…] https://sciencedirect.com/science/article/abs/pii/S0001457513002716[7…] https://quora.com/What-are-some-examples-of-extraneous-variables-in-nursing[8…] https://truckingexpertwitness.com/understanding-cmv-crash-dynamics-analyzing-the-complexities-of-commercial-motor-vehicle-crashes/[9…] https://arc.aiaa.org/doi/pdf/10.2514/3.45749… - https://google.com/search?q=Specific+and+detailed+statistical+studies+are+needed+to+determine+the+role+of+the+extraneous+factors%2C+such+as+acts+of+EW+in+aviation+crashes&rlz=1C1ONGR_enUS1133US1133&oq=Specific+and+detailed+statistical+studies+are+needed+to+determine+the+role+of+the+extraneous+factors%2C+such+as+acts+of+EW+in+aviation+crashes&gs_lcrp=EgZjaHJvbWUyBggAEEUYOdIBCDI4NDhqMGo3qAIIsAIB8QXr_hp80HuMRw&sourceid=chrome&ie=UTF-8… -

Last edited9:08 AM · Apr 16, 2025

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2013 - 2019: Significant Increase
small planes and helicopters crashes statistics us yearly - Google Search https://t.co/AyWKUHbU7X
In 2024, the US experienced 1,415 aviation accidents, including 257 fatal incidents and 306 reported deaths. While the total number of accidents… pic.twitter.com/atnAoL5eqg

— Michael Novakhov (@mikenov) April 16, 2025

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small planes and helicopters crashes statistics us yearly

 

In the U.S., small plane accidents, including helicopters, occur regularly, though the number of accidents and fatalities has generally decreased over time. In 2024, there were 1,417 aviation accidents, including 258 fatal crashes, according to a news report. Data from Panish | Shea notes that in the first two weeks of 2025, there were three plane crashes with 78 fatalities. Helicopter accidents are also tracked, with a decrease in the accident rate from 2000 to 2022. [1, 1, 2, 2, 3, 3, 4, 4, 5, 6, 7]

Small Plane Accidents: [1, 1]

• Accidents in 2024: There were 1,417 aviation accidents, including 258 fatal crashes. [1, 1, 6]
• 2023 vs. 2024: The total number of civil aviation accidents decreased from 1,277 in 2022 to 1,216 in 2023, and the number of civil aviation deaths decreased from 358 in 2022 to 327 in 2023. [8, 8, 9, 10]
• General Aviation Accidents: In 2021, the NTSB investigated 1,157 general aviation accidents, including 210 fatal accidents and 947 accidents resulting in serious injuries. [11, 11]
• Recent Trends: While there are still accidents, the rate of small plane crashes has generally decreased over the last two decades. [5, 5]

Helicopter Accidents: [12, 12]

• Accident Rate: The helicopter accident rate in 2016 was 3.19 per 100,000 flight hours, with 106 total accidents (17 fatal). [12, 12]
• Fatal Accident Rate: The five-year average fatal accident rate for helicopters has been working towards a target of 0.55 per 100,000 hours. [12, 12]
• US Helicopter Safety Team: The U.S. Helicopter Safety Team (USHST) has been working to reduce helicopter accident rates through various safety enhancements. [12, 12, 13, 13]
• Recent Trends: Overall, non-commercial helicopter accident rates have continued to decrease. [14, 14]
• Helicopter Air Ambulance (HAA) Accidents: There were 83 HAA accidents in the U.S. from 2010 to 2021, with a decrease in the proportion of fatal accidents. [15, 15, 16]

Generative AI is experimental.

[1] https://www.greenvilleonline.com/story/news/local/2025/02/26/fear-of-flying-heres-the-data-on-2025-plane-accidents-vs-2024/80522850007/

[2] https://www.panish.law/aviation_accident_statistics.html

[3] https://www.newsweek.com/helicopter-crashes-nyc-data-shows-common-2058347

[4] https://publicsafetyaviation.org/wp-content/uploads/apsa-images/Safety_Program_Overview/The_Compenidum_Report_The_US_JHSAT_Baseline_of_Helicopter_Accident_Analysis_Vol_I_09-14-2011.pdf

[5] https://abcnews.go.com/Politics/plane-incidents-recently/story?id=121058564

[6] https://www.newsweek.com/how-many-plane-crashes-2025-2024-commercial-flight-2033336

[7] https://www.nytimes.com/2005/01/27/world/middleeast/31-americans-die-as-marine-copter-goes-down-in-iraq.html

[8] https://injuryfacts.nsc.org/home-and-community/safety-topics/airplane-crashes/

[9] https://www.newsweek.com/plane-crash-statistics-american-airlines-2023691

[10] https://fox8.com/news/how-many-plane-crashes-have-there-been-in-the-us-this-year/

[11] https://www.stephenslaw.com/resources/aviation-and-plane-crash-statistics/

[12] https://www.gairgair.com/new-york-helicopter-accident-statistic.html

[13] https://publicsafetyaviation.org/images/Press_Release_A/10.12.23_USHST_Releases_October_2023_Monthly_Safety_Report.pdf

[14] https://www.aopa.org/training-and-safety/air-safety-institute/accident-analysis/joseph-t-nall-report/28th-nall-report/non-commercial-helicopter

[15] https://www.airmedicaljournal.com/article/S1067-991X(24)00164-0/fulltext

[16] https://www.weitzlux.com/personal-injury/accidents/helicopter/

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A reasonable suspicion https://t.co/VFPyGHUuxN
-#NewsAndTimes #NT #TNT #News #Times #World #USA #POTUS #DOJ #FBI #CIA #DIA #DOD #ODNI #Trump #TrumpNews #TRUMPISTAN #Israel #Mossad #Netanyahu #Ukraine #NewAbwehr #OSINT #Putin #Russia #GRU #Путин #Россия #SouthCaucasus #Bloggers… https://t.co/RFYT9Gm2fu pic.twitter.com/L05D1kVowr

— Michael Novakhov (@mikenov) April 16, 2025

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Recent small planes and helicopters crashes 2025: signs of Electronic warfare by GRU?

While there have been several recent aircraft accidents in 2025, including a mid-air collision and a helicopter crash, there is no evidence to suggest that these are caused by electronic warfare from the GRU. These incidents are likely due to factors like pilot error, mechanical failure, or weather conditions. [1, 2, 3, 4, 5, 6]

Here's a more detailed explanation: [1, 1]

• Multiple Incidents: CNN reports a commercial plane and a military helicopter collided, a regional jet crashed on landing, and a helicopter plunged into the Hudson River. [1, 1]
• Black Hawk Altitude Issue: CNN reports that the altitude of the Black Hawk helicopter was nearly 200 feet off during the collision. [3, 3]
• No GRU Evidence: There is no credible evidence to link these specific incidents to electronic warfare by the GRU. [1, 2, 3]
• Other Factors: Accidents are often the result of pilot errors, mechanical failures, or environmental factors. For example, the Black Hawk's altitude deviation could be due to a malfunction or operator error. [1, 1, 3, 3, 7, 8]

It's important to rely on credible sources and avoid spreading unverified claims about the GRU's involvement in these accidents. WHYY reported on various aircraft incidents across the United States. [2, 2]

Generative AI is experimental.

[1] https://www.cnn.com/2025/04/16/travel/how-deadly-has-air-travel-been-in-2025-here-is-what-to-know/index.html

[2] https://whyy.org/articles/plane-crashes-2025-united-states/

[3] https://www.cnn.com/us/live-news/plane-crash-dca-potomac-washington-dc-01-29-25/index.html

[4] https://www.youtube.com/watch?v=WUIj5-RKUKA

[5] https://www.instagram.com/millennium.cas/p/DFr9I3PuuB5/%EF%B8%8F-january-2025-was-a-tough-month-for-aviationswipe-to-see-all-the-accidents-and-/

[6] https://www.yourlawyer.com/post/common-types-aviation-accidents

[7] https://thegrowlingwolverine.org/7390/opinion/the-rising-concern-over-plane-crashes/

[8] https://www.facebook.com/VT/posts/the-small-gesture-meant-so-much-to-those-flying-after-the-tragic-crash/964211725810916/

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#FBI FBI:
Recent small planes and helicopters crashes 2025: signs of Electronic Warfare by GRU? - GS https://t.co/UBf1LGMZjS

— Michael Novakhov (@mikenov) April 16, 2025

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Conterintelligence - Google AI Overview - GAIO

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Google AI as the tool of the Strategic OSINT Analysis - Google Search https://t.co/HbFrd492OY https://t.co/b11dWuOwB2

— Michael Novakhov (@mikenov) April 21, 2025

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