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An innovative hybrid method utilizing fused transformer-based deep features and deep neural networks for detecting forest fires

Publication date: Available online 11 April 2025

Source: Advances in Space Research

Author(s): Kemal Akyol

Obtaining the optimum polarization point in gas detectors with Bayesian optimization

Publication date: Available online 10 April 2025

Source: Advances in Space Research

Author(s): J. Ignacio G. Tejedor, Alberto Regadío, Juan José Blanco, Óscar G. Población, Sindulfo Ayuso

A landslide susceptibility modeling method using an optimal parameters-based geographical detector

Publication date: Available online 10 April 2025

Source: Advances in Space Research

Author(s): Xiaokang Liu, Shuai shao, Shengjun Shao, Chen Zhang

Robust Distributed Autonomous Orbit Determination for LEO Mega Constellation Based on Inter-satellite Ranging and Astronomical Measurement

Publication date: Available online 10 April 2025

Source: Advances in Space Research

Author(s): Yuanlan Wen, Ping Zeng, Chengxin Ran, Zhetao Zhang, Xiufeng He, Lina He, Zhaokui Wang, Fucheng Liu

Tightly Bounding Residual Tropospheric Delay of Meteorological-Based Model for GNSS Integrity Enhancement

Publication date: Available online 10 April 2025

Source: Advances in Space Research

Author(s): Yingchao Xiao, Xingqun Zhan, Yawei Zhai

α-point aided Neural Network based prediction of Grid VTEC over Indian Region using Empirical Orthogonal Functions

Publication date: Available online 10 April 2025

Source: Advances in Space Research

Author(s): Rajat Acharya

Attention-guided multi-task network for streak-like dim and small space target detection in single optical images

Publication date: Available online 10 April 2025

Source: Advances in Space Research

Author(s): Falin Wu, Haoxin Li, Guoxin Qu, Chunxiao Zhang, Yushuang Liu, Jingyao Yang, Dongjing Yang, Yuting Cheng

Regional daily sea level maps from Multi-mission Altimetry using Space-time Window Kriging

Publication date: Available online 10 April 2025

Source: Advances in Space Research

Author(s): Marie-Christin Juhl, Marcello Passaro, Denise Dettmering

CMKD-Net: A Cross-Modal Knowledge Distillation Method for Remote Sensing Image Classification

Publication date: Available online 10 April 2025

Source: Advances in Space Research

Author(s): Huaxiang Song, Junping Xie, Yingying Duan, Xinyi Xie, Yang Zhou, Wenhui Wang

Multi-satellite based possible precursory signals detection linked to the 2024 Noto Peninsula Japan earthquake of Mw 7.5

Publication date: Available online 10 April 2025

Source: Advances in Space Research

Author(s): Rasim Shahzad, Munawar Shah, Imtiaz Nabi, Punyawi Jamjareegulgarn

Research uncovers how soil proteins and organic matter stabilize carbon over millennia

Phys.org: Earth science - Mon, 04/21/2025 - 16:51
Amidst the growing challenges of global climate change, gaining a deeper understanding of soil carbon sequestration mechanisms is essential for improving the carbon sink function and stability of terrestrial ecosystems.

Tree rings and models paint a picture of past, present and future drought

Phys.org: Earth science - Mon, 04/21/2025 - 16:42
As the climate warms, drought conditions are intensifying in many parts of the world. The effects of hydrological drought on water levels in rivers and other waterways are especially crucial to monitor because they can affect regional agriculture, energy production, economic stability, and public health.

How activity in Earth's mantle led the ancient ancestors of elephants, giraffes, and humans into Asia and Africa

Phys.org: Earth science - Mon, 04/21/2025 - 16:37
What roils beneath Earth's surface may feel a world away, but the activity can help forge land masses that dictate ocean circulation, climate patterns, and even animal activity and evolution. In fact, scientists believe that a plume of hot rocks that burst from Earth's mantle millions of years ago could be an important part in the story of human evolution.

Ancient Greenland rocks in Iceland reveal effects of Late Antique Little Ice Age

Phys.org: Earth science - Mon, 04/21/2025 - 15:40
A trio of researchers has found evidence of the impact of the Late Antique Little Ice Age on Iceland almost 1,500 years ago. In their paper published in the journal Geology, Christopher Spencer, Thomas Gernon and Ross Mitchell describe their analysis of out-of-place rocks they found embedded in cliffs on Iceland's west coast and what they learned.

Canadian wildfire smoke cooled New York by 3°C and trapped air toxicants, researchers find

Phys.org: Earth science - Mon, 04/21/2025 - 15:39
When smoke from Canadian wildfires turned New York City skies apocalyptically orange in June 2023, it delivered catastrophic air quality and an unexpected side effect: cooling the New York City region by about 3 degrees Celsius.

Large Outdoor Gatherings Expose Event-Goers to Severe Weather

EOS - Mon, 04/21/2025 - 12:36

In 2004, the Indianapolis 500 turned into the Indianapolis 450. Organizers shortened the famous automobile race by 20 laps (50 miles) after a tornado touched down near the Indianapolis Motor Speedway, where more than 200,000 spectators were in attendance. Large outdoor gatherings such as this expose event-goers to the elements, and in some parts of the United States, severe weather can make that pairing deadly.

That’s especially true of the New Orleans Jazz & Heritage Festival in Louisiana, which poses the highest lightning risk of more than 16,000 large outdoor gatherings analyzed by researchers in a recent study. Coors Field in Denver and an amusement park in Arlington, Texas, topped the study’s lists for tornado exposure. The findings increase awareness of weather-related hazards among event attendees and venue managers alike, the researchers suggested.

Only a handful of studies have attempted to quantify weather-related risks at large outdoor gatherings, and even fewer have attempted to do so for a variety of events that occur across a large geographic area.

Stephen Strader, a hazards geographer and atmospheric scientist at Villanova University in Pennsylvania, and Jack Deppman, a doctoral student in geospatial analytics at North Carolina State University in Raleigh, recently did just that. Strader and Deppman focused on two forms of extreme weather—tornadoes and lightning—and determined risk indices for large outdoor gatherings across the United States.

The researchers started by mining tornado and lightning data. They analyzed a NOAA dataset of tornadoes that touched down between 1954 and 2020 and a dataset of cloud-to-ground lightning strokes pinpointed by the Earth Networks’ Total Lightning Network from 2012 to 2020. For each type of hazard, the researchers calculated the average number of occurrences each month within grid cells measuring 80 × 80 kilometers.

Follow the Crowds

Strader and Deppman next assembled a list of large outdoor gathering spaces. The public venues tabulated in the Department of Homeland Security’s Homeland Infrastructure Foundation-Level Data dataset served as a basis, and the researchers supplemented that listing with other locations such as football stadiums, concert venues, and horse racetracks.

For each location, Strader and Deppman determined the dates of events that occurred primarily outdoors and each event’s maximum seating capacity. To do that, they mined sources ranging from reports to venue websites to news articles. Amassing all that information took about a year.

After limiting their final list of events to those that could accommodate at least 10,000 people, the researchers identified 16,232 unique events held at 477 venues. “It’s a lot of data,” said Deppman.

Next, the team determined risk indices for each event. Strader and Deppman’s calculations took into account an event’s maximum seating capacity, its frequency in terms of number of days per month, its seasonality, and the tornado and lightning climatology of its location. “We needed to capture all of those elements,” Strader said.

Strader and Deppman calculated one lightning risk index and two tornado risk indices for each event. It was important to consider the risk of experiencing any tornado, independent of magnitude, and also the risk of experiencing a more damaging tornado, Strader said. That’s because though more than four out of five tornadoes are classified as EF0 or EF1 on the Enhanced Fujita damage intensity scale, the vast majority of tornado-related fatalities occur during tornadoes rated EF2 or higher. “They’re responsible for 99% of deaths,” Strader said.

Music, Baseball, Roller Coasters, and More

When the researchers ranked the events, they found that the New Orleans Jazz & Heritage Festival topped the list for potential lightning exposure. “That stuck out like a sore thumb from the lightning standpoint,” Strader said. This event, which draws roughly half a million attendees annually over a week and a half, occurs in April–May, which is when the risk of cloud-to-ground lightning peaks in southern Louisiana. All of the other events in the top 10 for lightning exposure were at amusement parks in Florida.

“Amusement parks dominate the scores because they’re open so many days per year.”

Coors Field in Denver in June topped the list for exposure to EF0–EF5 tornadoes. Other venues on the top 10 list included the New Orleans Jazz & Heritage Festival; several amusement parks in Texas, Florida, and Missouri; and the State Fair of Texas in Dallas.

When the team limited their analyses to more damaging tornadoes registering EF2–EF5, the Six Flags Over Texas amusement park in April was ranked first. Other amusement parks in Ohio, Florida, and Texas joined the top 10 list, as did Globe Life Field, a Major League Baseball stadium in Texas; the State Fair of Texas in Dallas; the Texas Grand Prix; and the Indianapolis Motor Speedway.

“Amusement parks dominate the scores because they’re open so many days per year,” Strader said. The team’s results were published in Weather, Climate, and Society, and the full ranking of events is available upon request from the authors.

It’s important for the operators of venues to look at these results, said John Jensenius, a meteorologist and lightning safety specialist and a member of the National Lightning Safety Council, who was not involved in the research. But event attendees also have responsibility for their own safety, he added. With weather apps widely available, people can make educated choices about whether to attend a particular event. “Avoidance is always the best answer if you think there’s going to be lightning at an event,” Jensenius said.

“Venues need to be, and generally are becoming, better prepared for these types of events.”

Some venue managers and event organizers are already taking weather-related risks seriously. Last year, a football game between Penn State and West Virginia universities was interrupted by lightning, and officials opted to evacuate Mountaineer Field at Milan Puskar Stadium, an outdoor space capable of holding roughly 60,000 fans. “Venues need to be, and generally are becoming, better prepared for these types of events,” said Roger Edwards, who retired last year as a meteorologist and lead forecaster at NOAA’s Storm Prediction Center in Norman, Okla. Edwards was not involved in the research.

Strader is now thinking of ways to expand the team’s database. There’s plenty of other forms of extreme weather that could wreak havoc on a large outdoor gathering, he said. “What about wind, hail, flash flooding?”

—Katherine Kornei (@KatherineKornei), Science Writer

Citation: Kornei, K. (2025), Large outdoor gatherings expose event-goers to severe weather, Eos, 106, https://doi.org/10.1029/2025EO250152. Published on 21 April 2025. Text © 2025. The authors. CC BY-NC-ND 3.0
Except where otherwise noted, images are subject to copyright. Any reuse without express permission from the copyright owner is prohibited.

Investigadores cuantifican el impacto de los animales en la transformación de la Tierra

EOS - Mon, 04/21/2025 - 12:31

This is an authorized translation of an Eos article. Esta es una traducción al español autorizada de un artículo de Eos.

Los castores construyen presas en los ríos. Las hormigas construyen montículos y excavan túneles. Los peces que buscan alimento desplazan partículas en los lechos de los ríos. El ganado doméstico compacta el suelo bajo sus pezuñas. Durante décadas, los investigadores han documentado las formas en que diversas especies modifican sus ambientes. Sin embargo, aún no está claro cuál es el impacto de todo este movimiento de tierra.

“La biología compite con las fuerzas geofísicas en la transformación de los paisajes”.

Una nueva investigación estima que los animales silvestres invierten anualmente 76,000 gigajulios de energía en la transformación de los paisajes terrestres, una cantidad equivalente a la de cientos de miles de inundaciones extremas. La contribución energética del ganado excede esta cifra en tres órdenes de magnitud.

“Existe la idea de que estos son procesos curiosos, únicos o inusuales”, señaló Gemma Harvey, coautora del estudio y geógrafa física en la Universidad Queen Mary de Londres, Reino Unido. Los investigadores frecuentemente piensan que el impacto geomorfológico—o moldeador del paisaje—de los animales es interesante, pero no particularmente significativo, explicó. Sin embargo, la nueva investigación demuestra que “la biología compite con las fuerzas geofísicas en la transformación de los paisajes”.

Harvey y sus colegas se sumergieron en la literatura científica en busca de estudios sobre las acciones geomórficas de los animales. Basados en investigaciones en inglés sobre ecosistemas terrestres y de agua dulce, el equipo identificó 500 especies que realizan actividades como mezcla del suelo, excavación, construcción de madrigueras, pisoteo del terreno y edificación de montículos y presas.

Más de una cuarta parte de estas especies están amenazadas, en declive o presentan tendencias poblacionales desconocidas de las que los científicos saben poco o nada. “Sus procesos geomórficos podrían desaparecer de los paisajes antes de que comprendamos su importancia”, advirtió Harvey.

Los investigadores calcularon cuánta energía invierten estas 500 especies en la transformación de los ecosistemas terrestres y de agua dulce. Según Harvey, los datos sobre la energía que gastan las criaturas en actividades biomórficas son escasos. Los valores existentes varían desde menos del 1% del gasto energético diario hasta más del 40% en especies como las lombrices de tierra, que pasan mucho tiempo excavando. Para 495 especies de fauna silvestre y cinco tipos de ganado (bovinos, caballos salvajes, cabras, ovejas y yaks), el equipo estimó la energía geomórfica colectiva considerando la abundancia global de cada especie y asumiendo que el 1% de su presupuesto energético total se destina a la modificación del suelo.

“Y aun usando ese valor conservador, la magnitud de la contribución de los animales es impresionante”.

“Utilizaron un valor muy sólido y conservador”, afirmó Clive Jones, ecólogo del Instituto Cary de Estudios de Ecosistemas en Millbrook, Nueva York, quien no participó en la investigación. “Y aun usando ese valor conservador, la magnitud de la contribución de los animales es impresionante”.

Los 76,000 gigajulios que los animales silvestres invierten anualmente en la remodelación de la superficie terrestre equivalen a 200,000 temporadas de monzones o 500,000 inundaciones extremas de ríos. Y esta cifra ni siquiera contempla los océanos o las zonas costeras.

El ganado gasta un estimado de 34.5 millones de gigajulios—450 veces más que los animales silvestres—en procesos geomórficos incluyendo el pisoteo del suelo.

Es probable que la estimación de los animales salvajes subestime su impacto total, ya que muchas especies que remueven la tierra, especialmente insectos, aún no han sido descubiertas (Las acciones de animales de gran tamaño, como la excavación de osos o el hozamiento de jabalíes, están bien documentadas). Además, los datos sobre puntos críticos de biodiversidad, como los trópicos, son más escasos en comparación con los de entornos templados del hemisferio norte.

Los investigadores publicaron sus resultados en Proceedings of the National Academy of Sciences of the United States of America.

Características de las criaturas

Ha existido un debate constante entre los geomorfólogos sobre la importancia real de las acciones de los animales, señaló Jones. “¿Se puede medir un efecto neto?” Hasta ahora, la cantidad de datos no es lo suficientemente extensa para responder a esa pregunta, agregó, pero este nuevo estudio representa “una forma muy legítima e innovadora de comenzar a abordar este problema”. Una de las dificultades para contabilizar los efectos de los animales es que la variedad de acciones que realizan supera con creces el número de procesos geomórficos físicos, explicó.

Un análisis completo del impacto de los animales debería incluir los ecosistemas costeros y marinos, donde organismos que van desde gusanos y crustáceos hasta marsopas y peces alteran los sedimentos del fondo marino. De hecho, la Gran Barrera de Coral es la mayor estructura zoogeomórfica de la Tierra, excluyendo aquellas construidas por humanos, señaló Ilya Buynevich, geólogo de la Universidad de Temple en Filadelfia, quien no participó en el estudio.

Los investigadores también podrían analizar cómo diferentes organismos interactúan en ciertos entornos y generan efectos en cascada, sugirió Harvey. Por ejemplo, las actividades de algunos herbívoros modifican la fauna del suelo subterráneo. Otras especies pueden afectar sus ambientes solo cuando alcanzan un umbral poblacional. Los anfípodos que habitan en aguas subterráneas, por ejemplo, pueden mantener la porosidad de los sedimentos de los acuíferos, pero solo si su densidad poblacional es lo suficientemente alta, explicó Harvey. La nueva investigación se centró casi exclusivamente en los efectos de los animales dentro de su rango de distribución natural; futuros estudios podrían considerar los efectos de especies invasoras o introducidas.

Para la mayoría de los científicos, incluso los ecólogos, los procesos no biológicos suelen considerarse “fundamentales”, señaló Buynevich. Sin embargo, el papel de los animales en la transformación del paisaje debería tomarse en cuenta en iniciativas de conservación, como la reintroducción de especies y la restauración ecológica. Además, estos procesos no suelen estar representados en los modelos de evolución del paisaje. Los científicos de la Tierra que buscan las fuerzas que han modelado los entornos a menudo no consideran lo que los animales podrían haber hecho, afirmó.

Por ejemplo, Buynevich investiga los procesos geomórficos en entornos costeros donde los científicos suelen atribuir ciertas formaciones a tormentas intensas o tsunamis para explicar las características que observan. Sin embargo, advirtió, “hay una gran posibilidad de que esas anomalías que observo en playas milenarias… sean nidos de tortugas marinas”. Los científicos deberían, al menos, considerar la posibilidad de que algunas estructuras sean de origen biológico, concluyó.

—Carolyn Wilke (@CarolynMWilke), Escritora de ciencia

This translation by Saúl A. Villafañe-Barajas (@villafanne) was made possible by a partnership with Planeteando and Geolatinas. Esta traducción fue posible gracias a una asociación con Planeteando y Geolatinas.

Text © 2025. The authors. CC BY-NC-ND 3.0
Except where otherwise noted, images are subject to copyright. Any reuse without express permission from the copyright owner is prohibited.

Relativistically magnetized collisionless shocks in pair plasma: Solitons, chaos, and thermalization

Physical Review E (Plasma physics) - Mon, 04/21/2025 - 10:00

Author(s): Arno Vanthieghem and Amir Levinson

In this paper, the first in a series, we present a new theoretical model for the global structure and dissipation of relativistically magnetized collisionless shock waves. Quite remarkably, we find that in contrast to unmagnetized shocks, the leading energy dissipation channel does not involve colle…


[Phys. Rev. E 111, 045209] Published Mon Apr 21, 2025

Extended self-similarity in two-dimensional complex plasmas

Physical Review E (Plasma physics) - Mon, 04/21/2025 - 10:00

Author(s): V. Nosenko

Self-similarity is a property of an object or process wherein a part is similar to the whole. Mathematically, it can often be expressed as a power-law scaling of the quantity of interest. Extended self-similarity is a concept widely used in the field of turbulence and refers to the power-law scaling…


[Phys. Rev. E 111, 045210] Published Mon Apr 21, 2025

Short-range ordering and equilibrium structure of binary crystal mixtures of atomic nuclei in white dwarf cores

Physical Review E (Plasma physics) - Mon, 04/21/2025 - 10:00

Author(s): D. A. Baiko

Mixtures of bare atomic nuclei on a nearly uniform degenerate electron background are a realistic model of matter in the interior of white dwarfs. Despite tremendous progress in understanding their phase diagrams achieved mainly via first-principle simulations, structural, thermodynamic, and kinetic…


[Phys. Rev. E 111, 045211] Published Mon Apr 21, 2025

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