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Study reveals mallards’ flight responses ineffective in preventing vehicle collisions

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Study reveals mallards’ flight responses ineffective in preventing vehicle collisions


Study reveals mallards' flight responses ineffective in preventing vehicle collisions
Inefficacy of mallard flight responses to approaching vehicles. Credit: PeerJ (2024). DOI: 10.7717/peerj.18124

An article published in PeerJ Life & Environment has uncovered insights into how mallards (Anas platyrhynchos) respond to approaching vehicles, revealing that these common waterbirds are poorly equipped to avoid collisions, particularly at high speeds.

The research, which used both simulated and real-world vehicle approaches, highlights the urgent need for improved methods to reduce bird-vehicle collisions—events that are not only financially costly but also dangerous to both humans and wildlife.

The study focused on the behavior of mallards when exposed to vehicles approaching at different speeds and under varying light conditions (day vs. night). Results showed that mallards demonstrated a reduced likelihood of attempting escape when faced with simulated nighttime vehicle approaches. However, when they did attempt to flee, they did so with more time to spare compared to daytime scenarios.

“Our findings suggest that the looming headlights of vehicles at night may not be perceived as a significant threat by mallards. The lights visible at night are a more abstract stimulus than a predator or the body of a vehicle visible during the day, and may not provoke the same level of threat response needed to adequately respond. Mallard visual systems may also not be well adapted to low-light settings or attuned to standard vehicle lighting,” said Guenin, the lead researcher.

Mallards’ responses were further tested using real vehicles, where they exhibited an additional concerning behavior—a delayed margin of safety. Both the distance at which birds initiated flight and the time available to avoid a collision decreased as vehicle speed increased. This marks mallards as the first bird species known to exhibit this response to vehicles, making high-speed encounters especially dangerous.






Interview with Author. Credit: PeerJ

Key findings:

  • Mallards exposed to nighttime vehicle approaches were less likely to attempt escape
  • Mallards displayed a delayed margin of safety, increasing the risk of collisions at high speeds.
  • The study suggests mallards are wholly unequipped to respond to vehicles at high speeds, with successful escapes occurring in less than 20% of approaches at the takeoff speed of aircraft (240 km/h).

The delayed margin of safety observed in mallards poses particular concern for airports and roads near water bodies where these birds frequently congregate. Despite efforts to reduce wildlife presence in these areas, complete separation is often impractical due to the birds’ adaptability to human environments.

“With mallards being active at night, particularly during migration, the risk of collisions is heightened, especially for aircraft. Most mallard strikes occur below 1,000 meters, suggesting that low-altitude flights during migration months pose the greatest danger.”

Recommendations:

  • Aircraft and vehicle operations should be minimized as much as practical during night hours and peak migration periods to reduce the risk of bird strikes.
  • Future research should focus on enhancing the visual saliency of vehicles to birds, particularly at night, to allow for earlier detection and avoidance.

The research underscores the need for ongoing studies into avian avoidance behaviors and encourages the development of innovative solutions to improve safety for both humans and wildlife.

More information:
Inefficacy of mallard flight responses to approaching vehicles, PeerJ (2024). DOI: 10.7717/peerj.18124

Journal information:
PeerJ


Citation:
Study reveals mallards’ flight responses ineffective in preventing vehicle collisions (2024, September 25)
retrieved 25 September 2024
from https://phys.org/news/2024-09-reveals-mallards-flight-responses-ineffective.html

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part may be reproduced without the written permission. The content is provided for information purposes only.





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ChatGPT’s rise linked to decline in public knowledge sharing on online Q&A platforms

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ChatGPT’s rise linked to decline in public knowledge sharing on online Q&A platforms


New study reveals impact of chatGPT on public knowledge sharing
An extended timeseries of the weekly posts to Stack Overflow. The figure highlights the release of ChatGPT and the conclusion of the data used in the statistical analyses, respectively. After May 2023, the decline in posting activity continues, albeit at a slower rate. Credit: Maria del Rio-Chanona, Nadzeya Laurentsyeva, Johannes Wachs

A new study published in PNAS Nexus reveals that the widespread adoption of large language models (LLMs), such as ChatGPT, has led to a significant decline in public knowledge sharing on platforms like Stack Overflow. The study highlights a 25% reduction in user activity on the popular programming Q&A site within six months of ChatGPT’s release, relative to similar platforms where access to ChatGPT is restricted.

“LLMs are so powerful, have such a high value, and make a huge impact on the world. One begins to wonder about their future,” says first author Maria del Rio-Chanona, an associate faculty member at the Complexity Science Hub (CSH).

“Our study hypothesized that instead of posting questions and receiving answers on public platforms like Stack Overflow, where everybody can see them and learn from them, people are asking privately on ChatGPT instead. However, LLMs like ChatGPT are also trained on this open and public data, which they are replacing in some way. So what’s going to happen?,” adds Del Rio-Chanona, who’s also an assistant professor at University College London, an associate researcher at the Institute for New Economic Thinking at the Oxford Martin School, and the Bennett Institute for Public Policy, University of Cambridge.

Implications are major

“In our findings, we noticed less and less questions and answers on Stack Overflow after ChatGPT was released. This has quite big implications. This means there may not be enough public data to train models in the future,” warns Del Rio-Chanona. In this study, she worked together with Nadzeya Laurentsyeva, from Ludwig Maximilian University of Munich; and Johannes Wachs, faculty member at CSH and professor at Corvinus University in Budapest.

“Stack Overflow is an immensely valuable knowledge database accessible to anyone with an internet connection. People all over the world learn from questions and answers that other people post,” says Wachs.

In fact, even AI models like ChatGPT are trained on human generated content like Stack Overflow posts. Ironically, the displacement of human content creation by AI will make it more difficult to train future AI models. Using data generated by AI to train new models is generally thought to perform poorly, a process likened to making a photocopy of a photocopy.

A shift from public to private

The findings also point out scenarios that go beyond mere technological changes to touch the fabric of our economic and social structures as well. Users may become less inclined to contribute to open knowledge platforms as they interact more with LLMs like ChatGPT, resulting in valuable data being transferred from public repositories to privately-owned AI systems, explain Del Rio-Chanona and colleagues.

“This represents a significant shift of knowledge from public to private domains,” argue the researchers. According to them, this could also deepen the competitive advantage of early movers in AI, further concentrating knowledge and economic power.

All experience and quality levels

Del Rio-Chanona and her colleagues found that the decline in content creation on Stack Overflow affected users of all experience levels, from novices to experts. They also observed that the quality of posts did not decrease significantly, as measured by user feedback, indicating that both low and high quality contributions are being displaced by LLMs.

In addition, the study showed that posting activity in some programming languages, such as Python and Javascript, dropped significantly more than the platform’s average.

“The results suggest that people are indeed asking questions about Python and Javascript, two of the most commonly used programming languages, on ChatGPT rather than Stack Overflow,” says Del Rio-Chanona.

More information:
R Maria del Rio-Chanona et al, Large language models reduce public knowledge sharing on online Q&A platforms, PNAS Nexus (2024). DOI: 10.1093/pnasnexus/pgae400

Citation:
ChatGPT’s rise linked to decline in public knowledge sharing on online Q&A platforms (2024, September 25)
retrieved 25 September 2024
from https://techxplore.com/news/2024-09-chatgpt-linked-decline-knowledge-online.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.





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Unions vow ‘bitter resistance’ as Volkswagen talks begin

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Unions vow ‘bitter resistance’ as Volkswagen talks begin


IG Metall metalworkers union members demonstrate in Hanover where talks between unions and Volkswagen management are to start
IG Metall metalworkers union members demonstrate in Hanover where talks between unions and Volkswagen management are to start.

Volkswagen bosses and workers’ representatives started crunch talks Wednesday about the ailing German auto titan’s drastic cost-cutting plans, with thousands of staff staging a protest and unions vowing “bitter resistance”.

Europe’s biggest carmaker shocked employees early this month when it said it was weighing the unprecedented step of closing factories in Germany as well as deep job cuts.

The move has triggered fury from staff representatives, who accuse VW’s corporate leaders of mismanaging the 10-brand group and putting profits above building a sustainable future for the manufacturer.

The trouble at Volkswagen has come as a heavy blow to Chancellor Olaf Scholz’s government at a time the domestic economy is already struggling.

After Volkswagen’s bombshell announcement, negotiations on a new pay deal were brought forward by a month.

Ahead of the talks in Hanover, Thorsten Groeger, lead negotiator for union IG Metall, told assembled workers that it was the first time in decades that management was weighing “site closures and mass redundancies”.

He charged that VW’s management, which had already moved to axe a decades-old job protection agreement, was seeking to scare staff as they attempt to push through cuts.

“Anyone who sows fear and gambles with the future of our colleagues will reap bitter resistance,” vowed Groeger. “You don’t build the future with fear — you destroy it with fear.”

A protester wears the logos of the IG Metall metalworkers union and of German car maker Volkswagen on his cap
A protester wears the logos of the IG Metall metalworkers union and of German car maker Volkswagen on his cap.

‘Serious situation’

Daniela Cavallo — head of the powerful works council at VW — warned that unions still maintain a “strong influence” at Volkswagen.

“At Volkswagen, profitability and job security are corporate goals of equal rank,” she said in a speech, as some 3,000 workers rallied outside the building in Hanover, waving IG Metall flags and banners.

She conceded that VW was “currently experiencing severe problems on the economic side,” but added that employees had shown themselves “willing to compromise” in the past.

Volkswagen has been hit hard by high manufacturing costs, a stuttering switch to electric vehicles, and rising competition in key market China.

Arne Meiswinkel, who is leading negotiations for Volkswagen, said the carmaker faced a “serious situation”.

“We are at risk of being overtaken by international competition,” he said.

Daniela Cavallo, chairwoman of the Works Council of the Volkswagen Group, said 'profitability and job security are corporate goals of equal rank' at the company
Daniela Cavallo, chairwoman of the Works Council of the Volkswagen Group, said ‘profitability and job security are corporate goals of equal rank’ at the company.

“We therefore have to take action. To remain competitive, we have to comprehensively restructure Volkswagen together now.”

The first round of talks Wednesday aimed at assessing “the initial situation,” he added.

The negotiations will set the terms of employment for some 120,000 workers in Germany, most of whom work at the core VW brand.

The Volkswagen Group also includes a range of other brands, from Seat and Skoda to Porsche and Audi.

© 2024 AFP

Citation:
Unions vow ‘bitter resistance’ as Volkswagen talks begin (2024, September 25)
retrieved 25 September 2024
from https://techxplore.com/news/2024-09-unions-vow-bitter-resistance-volkswagen.html

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part may be reproduced without the written permission. The content is provided for information purposes only.





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First evidence of life colonizing deep into the bedrock of Greenland

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First evidence of life colonizing deep into the bedrock of Greenland


First evidence of life colonizing deep into the bedrock of Greenland
Photographs of drill cores from Greenland. Credit: Henrik Drake

A new study shows that microorganisms lived deep within the fractured bedrock of Greenland 75 million years ago. The work is published in the journal Geochemistry, Geophysics, Geosystems.

Beneath our feet lies a habitat called the deep biosphere. In this harsh environment, without sunlight and without dissolved oxygen, microorganisms have lived for millions of years. However, how long life has existed in the bedrock and how widespread it is, is less known. This is because we have only made needle pricks in this unexplored environment. But more and more pieces of the puzzle are being found.

In connection with investigations in western Greenland, researchers have drilled deep into the bedrock near the ice sheet. At several hundred meters depth, they found minerals lining bedrock fractures, which serve as important geochemical archives for ancient life.

“We used high-resolution geochronology of the calcium carbonate, a method where you examine how much uranium has decayed into lead. The dating gave ages of 64–75 million years,” says Henrik Drake, Associate Professor at Linnaeus University, Sweden, and lead author of the study.

These ages overlap with tectonic events related to the early stages, or precursors, of the opening of the Atlantic Ocean and the Labrador Sea. This suggests that deep fracture networks in western Greenland opened and were colonized by microorganisms, such as sulfate reducers, during these events. The movements of the continents have thus influenced how the deep biosphere has been colonized.

  • First evidence of life colonizing deep into the bedrock of Greenland
    Photographs of drill cores from Greenland. Credit: Henrik Drake
  • First evidence of life colonizing deep into the bedrock of Greenland
    Photographs of drill cores from Greenland. Credit: Henrik Drake
  • First evidence of life colonizing deep into the bedrock of Greenland
    Detailed image of a mineral in a scanning electron microscope. Credit: Henrik Drake

Drake explains the findings as chemical fingerprints, indicating that life existed in this harsh environment. Also, biological traces in the form of bacterial fatty acids were discovered, which were preserved inside calcium carbonate crystals.

“When we retrieved the drill cores, we conducted thorough analyses of different sulfur isotopes in minerals formed in the bedrock fractures. The results show that the minerals were formed by bacteria.”

More information:
H. Drake et al, Late Cretaceous and Early Paleogene Fluid Circulation and Microbial Activity in Deep Fracture Networks of the Precambrian Basement of Western Greenland, Geochemistry, Geophysics, Geosystems (2024). DOI: 10.1029/2024GC011646

Citation:
First evidence of life colonizing deep into the bedrock of Greenland (2024, September 25)
retrieved 25 September 2024
from https://phys.org/news/2024-09-evidence-life-colonizing-deep-bedrock.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.





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With curtailed carbon emissions, corals can survive climate change, say researchers

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With curtailed carbon emissions, corals can survive climate change, say researchers


With curtailed carbon emissions, corals can survive climate change
Hawaiian coral reefs are teeming with life. Credit: Andre Seale

In a study published in Proceedings of the Royal Society B, researchers at the UH HawaiÊ»i Institute of Marine Biology (HIMB) Toonen- Bowen “ToBo” Lab have identified scenarios under which eight of the most common species of coral found in HawaiÊ»i can adapt to and survive ocean warming and acidification.

The corals in the study are prevalent throughout the Indo-Pacific, a region that comprises more than two-thirds of the coral reefs on planet Earth, and were found to be capable of surviving a “low climate change scenario,” where laboratory conditions reflect a global reduction in carbon dioxide emissions.

Critically, none of the species in the study could withstand a “business-as-usual” carbon dioxide emissions scenario. This finding suggests that curtailing carbon dioxide emissions is essential for the survival of coral reefs.

“This study shows that widespread and diverse coral species all exhibit the potential to adapt to the changing climate, but climate change mitigation is essential for them to have a chance at adaptation,” explains HIMB post-doctoral researcher and lead author of the study, Christopher Jury.

“None of the coral species are likely to keep up with a high rate of climate change, but all eight can likely keep up with a low rate of change as targeted under the Paris Climate Agreement.”

Massive reef structures are formed over time through a process known as “coral calcification,” where individual coral organisms—or polyps—craft their own skeletons by secreting a salt known as calcium carbonate which becomes limestone. Growth is gradual; some coral colonies grow less than an inch each year, and researchers use coral growth rate as an indicator of reef ecosystem health.

For nearly one year, the ToBo lab research team used biologically diverse, semi-enclosed outdoor “mesocosms,” to simulate realistic field conditions. They controlled levels of temperature and acidity, and measured the calcification responses of the eight species of coral.

With curtailed carbon emissions, corals can survive climate change
Pocillopora meandrina. Credit: Keoki Stender

“When we analyzed how the corals performed under warmer, more acidic conditions, we found that about one quarter to one half of their tolerance is inherited through their genes,” explains Rob Toonen, professor at HIMB and principal investigator of the project. “That means the ability to survive under future ocean conditions can be passed along to future generations, allowing corals to adapt to ocean warming and acidification.”

Global climate change is rapidly altering the conditions coral reefs have adapted to over millennia, and most projections for the future of coral reefs have thus far been grim. These results are highly unexpected, and welcome.

“This was a very surprising result, given the usual projected collapse of coral reefs in Hawai’i and globally under these climate change stressors,” emphasizes Jury. “Most projections are that corals will be almost entirely wiped out, and coral reefs will collapse within the next few decades because corals cannot adapt fast enough to make a meaningful difference. This study shows that is not true, and we still have an opportunity to preserve coral reefs.”

  • With curtailed carbon emissions, corals can survive climate change
    Porites evermanni. Credit: Keoki Stender
  • With curtailed carbon emissions, corals can survive climate change
    Montipora capitata. Credit: Keoki Stender

Over half a billion people depend on coral reefs for food, income, and protection, and reefs are among the most biologically diverse ecosystems on Earth. They protect coastlines from storms and erosion, provide jobs for local communities, and are a source of food, medicine, and recreation.

The ability for corals to adapt to combined warming and acidification will play a key role in their responses to global change over coming decades. Most studies examining their ability to adapt have focused on heat tolerance. Far less is known about corals’ capacity to adapt to more acidic conditions, and very few studies have examined their capacity to adapt to the combination of warming and acidification.

Mounting evidence indicates that many coral species harbor a greater capacity to adapt to the changing climate than is often appreciated.

“We included the eight most common coral species in Hawai’i, which constitute about 95% of the coral cover on Hawaiian reefs,” says Jury. “By understanding how these species respond to climate change, we have a better understanding of how Hawaiian reefs will change over time and how to better allocate resources as well as plan for the future.”

More information:
Christopher P. Jury et al, Widespread scope for coral adaptation under combined ocean warming and acidification, Proceedings of the Royal Society B: Biological Sciences (2024). DOI: 10.1098/rspb.2024.1161

Citation:
With curtailed carbon emissions, corals can survive climate change, say researchers (2024, September 25)
retrieved 25 September 2024
from https://phys.org/news/2024-09-curtailed-carbon-emissions-corals-survive.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.





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