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Unlabeled Data Assisted Domain Adaptation for Cross-scene Image Classification

Publication date: Available online 13 January 2026

Source: Advances in Space Research

Author(s): Shuyue Wang, Jiawei Niu, Mohammed Bennamoun

The Effect of Magnetic Field Dissipation in the Inner Heliosheath: Reconciling Global Heliosphere Model and Voyager Data

Publication date: Available online 13 January 2026

Source: Advances in Space Research

Author(s): Sergey D. Korolkov, Igor I. Baliukin, Merav Opher

Decoupled Spatio-Temporal Modeling for High-Fidelity Lunar Robot Sensorimotor Forecasting

Publication date: Available online 13 January 2026

Source: Advances in Space Research

Author(s): Ziliang Zhao, Yiling Kuang, Cheng Wei, Xibin Cao

SO-PEN: Strong Transformers Enable a Pan-dimensional Equilibrium Network for Non-Controlled Space Object Pose Estimation

Publication date: Available online 12 January 2026

Source: Advances in Space Research

Author(s): Qinyu Zhu, Yao Lu, Pengju Li, Jishun Li, Wanyun Li, Yasheng Zhang

Urban Sprawl Dynamics in Bhubaneswar UA (1991–2024): Analyzing Land Use Changes through Remote Sensing Technique

Publication date: Available online 12 January 2026

Source: Advances in Space Research

Author(s): Debasish Sing, Manas Das, Saraswati Das, Amit Kumar Mankar, Radhakanta Koner

Assessing the Cooling Effects of Built-up Areas for Mitigating Thermal Discomfort in Semi-Arid Urban Environments: A Case Study of Tehran

Publication date: Available online 12 January 2026

Source: Advances in Space Research

Author(s): Firouz Aghazadeh, Akbar Rahimi, Mohammad Karimi Firozjaei, Vladimir Ondrejicka, Maros Finka

Meteoroid Streams and Associations Based on Radar Observations at the Hisar Astronomical Observatory in January 1970

Publication date: Available online 12 January 2026

Source: Advances in Space Research

Author(s): M. Narziev, H.F. Khujanazarov

Multiscale evolutionary morphologies and driving mechanisms of construction space in the China-Vietnam transnational border region

Publication date: 15 January 2026

Source: Advances in Space Research, Volume 77, Issue 2

Author(s): Pengcheng Wang, Rucheng Lu, Yuan Deng, Shugao Lin, Yiyun Li

Unsupervised band selection based on covariance matrix for hyperspectral image classification

Publication date: 15 January 2026

Source: Advances in Space Research, Volume 77, Issue 2

Author(s): Eman N. Abdelhafez, Ahmed Hagag, Tamer A. Abassy

Remote sensing-based bathymetry mapping in shallow lakes: comparative analysis of Sentinel-2 and Landsat-8 imagery integrated with machine learning techniques

Publication date: 15 January 2026

Source: Advances in Space Research, Volume 77, Issue 2

Author(s): Neamat Karimi, Omid Torabi

Towards geodetic-level accuracy in low-cost GNSS: tectonic velocity determination capabilities of the u-blox ZED-F9P over a year multi-GNSS PPP-AR time series

Publication date: 15 January 2026

Source: Advances in Space Research, Volume 77, Issue 2

Author(s): Huseyin Duman, Sermet Ogutcu, Salih Alcay, Behlul Numan Ozdemir, Omer Faruk Atiz, Sercan Bulbul

Modeling the SAR altimetry noise: From high posting rates to precision gains

Publication date: 15 January 2026

Source: Advances in Space Research, Volume 77, Issue 2

Author(s): Frithjof Ehlers, Laetitia Rodet, Marta Alves, Thomas Moreau, Cornelis Slobbe, Martin Verlaan, Claire Maraldi, Franck Borde

An ensemble MCDM strategy for orbit design in Genesis-like missions

Publication date: 15 January 2026

Source: Advances in Space Research, Volume 77, Issue 2

Author(s): Miltiadis Chatzinikos, Pacôme Delva, Minjae Chang, Walid Aghouraf, David Coulot, Arnaud Pollet

Integrated framework to K’sob Wadi watershed prioritization for soil and water conservation using morphometric analysis, LULC, and weighted sum approach

Publication date: 15 January 2026

Source: Advances in Space Research, Volume 77, Issue 2

Author(s): Blissag Bilal, Kessar Cherif, Ayada Noureddine Larbi, Haddad Moussa, Yebdri Djilali

We Are “Living Beyond Our Hydrological Means,” UN Report Warns

EOS - Tue, 01/20/2026 - 18:20
body {background-color: #D2D1D5;} Research & Developments is a blog for brief updates that provide context for the flurry of news that impacts science and scientists today.

Humanity has overspent and depleted freshwater in the world’s aquifers, glaciers, wetlands, and other natural reservoirs to an irreversible degree, according to a new United Nations report.

The report, published by United Nations University’s Institute for Water, Environment and Health, argues that “water bankruptcy” is the only appropriate way to describe the reality of Earth’s water resources. 

The authors define water bankruptcy as a state of irreversible damage to human-water systems in which long-term water use has exceeded renewable inflows and safe depletion limits. “Water crisis,” which indicates a reversible condition, is no longer an accurate description of the world’s water situation, they write: “What appears on the surface as a crisis is, in fact, a new baseline.”

Water stress, water crisis, and water bankruptcy all refer to different states of concern in water-human systems. Credit: United Nations University Institute for Water, Environment, and Health

“Many critical water systems are already bankrupt,” lead author Kaveh Madani, director of UNU-INWEH, said in a statement.“Enough critical systems around the world have crossed these thresholds. These systems are interconnected through trade, migration, climate feedbacks, and geopolitical dependencies, so the global risk landscape is now fundamentally altered.”

This water bankruptcy is particularly evident in the Middle East and North Africa, where climate vulnerability, decreasing agricultural productivity, and sand and dust storms also threaten livelihoods and economies, the report states.

Widespread groundwater depletion, water overallocation, land and soil degradation, deforestation, and pollution are all contributing to depleted freshwater stores. Climate change has exacerbated these issues by worsening droughts and upending typical weather patterns.

The authors write that 70% of major aquifers worldwide are showing long-term decline, 75% of humanity lives in a water-insecure or critically water-insecure country, and 4 billion people face severe water scarcity for at least one month each year. 

Overall water risk, reflecting the value of physical water quantity, water quality, and regulatory and reputational risks, is greatest in North Africa, the Middle East, and Central Asia. Credit: United Nations University Institute for Water, Environment, and Health

“Millions of farmers are trying to grow more food from shrinking, polluted, or disappearing water sources,” Madani said. “Without rapid transitions toward water-smart agriculture, water bankruptcy will spread rapidly.”

 
Related

Though water bankruptcy is irreversible, the report spells out possible ways to mitigate the crisis and protect against worsening water deficits, including implementing better wetland protections, reforming irrigation practices, and rebalancing water rights and expectations to match the degraded capacity of the world’s aquifers.

The report is intended to inform discussions at the 2026 UN Water Conference in the United Arab Emirates in December.

—Grace van Deelen (@gvd.bsky.social), Staff Writer

These updates are made possible through information from the scientific community. Do you have a story about science or scientists? Send us a tip at eos@agu.org. Text © 2026. AGU. 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.

World enters 'era of global water bankruptcy': UN scientists formally define new post-crisis reality for billions

Phys.org: Earth science - Tue, 01/20/2026 - 18:00
Amid chronic groundwater depletion, water overallocation, land and soil degradation, deforestation, and pollution, all compounded by global heating, a UN report today declared the dawn of an era of global water bankruptcy, inviting world leaders to facilitate "honest, science-based adaptation to a new reality."

Seismic 'snapshot' reveals new insight into how the Rocky Mountains formed

Phys.org: Earth science - Tue, 01/20/2026 - 14:30
No one ever thought the birth of the Rocky Mountains was a simple process, but we now know it was far more complex than even geophysicists had assumed.

How shifting tectonic plates drove Earth's climate swings

Phys.org: Earth science - Tue, 01/20/2026 - 13:57
Carbon released from Earth's spreading tectonic plates, not volcanoes, may have triggered major transitions between ancient ice ages and warm climates, new research finds.

Los glaciares se están calentando más lentamente de lo esperado, pero no por mucho tiempo

EOS - Tue, 01/20/2026 - 13:56

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

El mundo se está calentando, pero las temperaturas de verano en la ladera sur del monte Everest, medidas continuamente por el Laboratorio Pyramid desde 1994, han descendido en los últimos 15 años.

¿El motivo? Los vientos fríos descendentes, causados por el aumento de las diferencias de temperatura entre el aire más cálido que se encuentra por encima del glaciar y la masa de aire en contacto directo con la superficie helada del glaciar.

Estos vientos catabáticos crean un efecto de enfriamiento alrededor de los glaciares de montaña, explicó Thomas Shaw, glaciólogo del Instituto de Ciencia y Tecnología de Austria. “Se derriten más lentamente de lo que lo harían si hubiera una correspondencia uno a uno entre la temperatura atmosférica y la temperatura de la capa límite del glaciar”.

Los científicos han tomado nota de este fenómeno desde finales de 1990, pero hasta ahora los estudios se han limitado a glaciares específicos.

Para comprender el alcance del fenómeno y los factores que influyen en él a escala global, Shaw y sus colegas recopilaron y analizaron un conjunto de datos de 62 glaciares a través de 169 campañas glaciares, lo que asciende a un volumen sin precedentes de 3.7 millones de horas de datos de temperatura del aire.

Mientras muchos de los datos eran fácilmente accesibles, algunos eran “casi como si estuvieran escritos en la parte de atrás de una servilleta”, dijo Shaw, que fue capaz de incluir datos sin publicar de otros investigadores. “Hay que enviar muchos correos electrónicos, hacer clic, buscar, investigar y pensar: Ah, recuerdo que alguien publicó algo sobre esto”.

Cambio en las proyecciones

El estudio, publicado en Nature Climate Change, encontró que la capa límite del glaciar se calienta una media de 0.83 °C por cada grado de calentamiento ambiental.

“Este no es el único proceso que afecta al deshielo de los glaciares, pero es uno importante del que antes no teníamos pruebas”, mencionó Inés Dussaillant, glacióloga del Centro de Investigación en Ecosistemas de la Patagonia en Chile, que no participó en el estudio.

“Esto podría cambiar nuestras proyecciones…y los informes del IPCC sobre la evolución futura de los glaciares o la contribución al nivel del mar.”

Actualmente, este efecto no se tiene en cuenta al momento de modelar cómo cambiarán los glaciares con el tiempo, según Harry Zekollari, glaciólogo de la Universidad Libre de Bruselas (Bélgica), que no participó en el estudio. “Puede cambiar nuestras proyecciones y cómo las elaboramos, y puede cambiar las proyecciones y los reportes [Grupo Intergubernamental de Expertos sobre el Cambio Climático] sobre la evolución futura de los glaciares o la contribución al nivel del mar”.

De acuerdo con el análisis de Shaw, los principales factores que impulsan el efecto de enfriamiento son la diferencia de temperatura entre la capa límite del glaciar y el aire circundante, el tamaño del glaciar y la humedad. La capa de escombros que cubre el glaciar y los fuertes vientos sinópticos dificultan el efecto.

Este fenómeno significa que el aumento de la temperatura ambiente en realidad aumenta el efecto de enfriamiento en los glaciares grandes, pero solo hasta cierto punto. “Los glaciares no están protegidos por esto; no se están enfriando. Es un término un poco engañoso”, afirmó Shaw. Aunque se están derritiendo más lentamente de lo que cabría esperar con un calentamiento lineal, el efecto sigue siendo considerable. El estudio proyecta que, a nivel mundial, estos efectos de enfriamiento cerca de la superficie alcanzarán su punto máximo a finales de la década de 2030, a medida que aumenten las temperaturas.

A medida que los glaciares se reduzcan de tamaño, dejarán de generar vientos catabáticos y su ritmo de calentamiento comenzará a reflejar las temperaturas ambientales. Según el estudio, esto provocará un deshielo acelerado a partir de mediados de siglo.

Se va, se va, se fue

Shaw y sus coautores notaron grandes variaciones regionales en los datos. Si bien no se espera que el efecto de enfriamiento alcance su punto máximo hasta la década de 2090 en los glaciares de Nueva Zelanda y el sur de los Andes, es probable que los glaciares de Europa central ya hayan superado este punto y se estén deteriorando a un ritmo cada vez mayor.

Los resultados del estudio coinciden con otros hallazgos. A principios de este año, un estudio sobre los cambios en la masa glaciar mundial encontró que Europa central perdió el 39% de su masa de hielo entre 2000 y 2023, lo que la convierte en la peor de las 19 regiones estudiadas.

Un ejemplo claro es el Pasterze, un glaciar austriaco en el que se iniciaron las investigaciones sobre el fenómeno del enfriamiento en la década de 1990. “ Este glaciar era antes mucho más grande y presentaba un efecto de enfriamiento catabático mucho más intenso. Ahora se está desintegrando muy rápidamente”, afirmó Shaw, notando que probablemente no seguirá siendo el glaciar más grande de Austria durante mucho tiempo. “Ya se está mostrando evidencia de lo rápido que pueden reaccionar los glaciares al clima cuando empiezan a desaparecer”.

Pero, aunque se dispone de gran cantidad de datos confiables a largo plazo para zonas como los Alpes europeos, Islandia, Svalbard y el oeste de América del Norte, la vigilancia de los glaciares no está distribuida de manera uniforme en todo el mundo. Dussaillant quisiera que se prestara más apoyo a las regiones cuyos gobiernos no pueden mantener una vigilancia continua de los glaciares. “No podemos decir realmente que este sea el panorama global, cuando en realidad algunas regiones siguen teniendo enormes huecos que debemos llenar y comprender mejor”.

Con alrededor de 200 000 glaciares en todo el mundo, aún queda mucho trabajo por hacer antes de que se obtenga una imagen verdaderamente global, afirmó Zekollari. “Pero es un gran paso adelante en comparación con lo que teníamos”.

—Kaja Šeruga, Escritora científica

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 © 2026. AGU. 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.

Plastic Debris Helps Oil Residues Reach Farther Across the Ocean

EOS - Tue, 01/20/2026 - 13:56

In the summer of 2020, Friends of Palm Beach, a nonprofit that cleans the shores of Palm Beach, Fla., noticed something unusual among the typical debris—many bottles and rubber bales were washing up covered in a black residue. Diane Buhler, the group’s founder, cataloged the time and location of the arrival of each piece of debris and kept an expertly photographed record.

No oil spills had been reported locally, and the high amount of residue-coated debris created a mystery: Where was all this black sludge coming from?

Christopher Reddy, a chemical oceanographer at the Woods Hole Oceanographic Institution, had been working with an international team of scientists on a separate mystery: the origins of a 2019 oil spill in Brazil, the largest in the country’s history. When he saw the debris posted on the Friends of Palm Beach Instagram page, he reached out. “I was like, ‘Please, please send [the debris] to us,’” he said. The details Buhler was providing about the debris, he said, were “remarkably informative.”

View this post on Instagram

Reddy and the team had a hunch: They thought the 2020 Florida debris and the 2019 Brazil spill were linked. Because of weathering, oil residues rarely travel more than 300 kilometers (186 miles)—but perhaps they’d used plastic pollution to hitch a ride to the Sunshine State.

“This project wouldn’t have happened unless there was this knowledge of the way the currents move.”

A thorough analysis, published in Environmental Science and Technology, confirmed the residue likely originated from the Brazil spill. The findings reinforce scientists’ hypothesis that oil can travel far greater distances when attached to plastic debris in the ocean.

Matching Mysterious Oil Samples

Multiple lines of evidence informed the team’s conclusion that the Brazil spill and Palm Beach debris were related. First, previous experiments that tracked drifting bottles in the western tropical Atlantic and Caribbean Sea in the 1960s and 1970s showed it was possible for plastic debris to drift thousands of kilometers in the time that elapsed between the spill and the appearance of the debris. Second, computer simulations of the movement of oiled debris in the ocean also showed that it was possible for such debris to have reached Florida’s shores from the coast of Brazil. 

“This project wouldn’t have happened unless there was this knowledge of the way the currents move,” said Reddy, a coauthor on the new study. 

In the summer of 2020, oiled debris was found on Florida beaches. The oil likely traveled 8,500 kilometers (about 5,300 miles) from a 2019 oil spill off the coast of Brazil. Credit: James et al., 2026, https://doi.org/10.1021/acs.est.5c14571, CC-BY 4.0

The researchers also scraped oil residue from 10 samples of the Palm Beach debris, then performed a series of chromatography tests and molecular analyses to compare it to oil samples from the Brazilian spill. Researchers found the samples to be forensically identical to oil from the spill; compounds that the team expected to be present were, while ones that should have been lost as oil degraded were not.

“It was such crystal-clear evidence that I got nervous.”

The team was astounded at the similarities, particularly the chromatography results. “It was such crystal-clear evidence that I got nervous,” Reddy said. “Oh my gosh, this really did happen,” he remembered thinking. 

The data are “pretty striking,” agreed Bryan James, a chemical engineer at Northeastern University and coauthor on the new study. 

The research team reasoned that the oiled debris traveled about 8,500 kilometers (about 5,300 miles) from the coast of Brazil to Palm Beach over about 240 days. That much oil has never been documented traveling so far, said Michel Boufadel, an environmental engineer at the New Jersey Institute of Technology who was not involved in the study. 

Researchers think the oiled debris may also have reached Caribbean islands but wasn’t cataloged. Credit: Diane Buhler, Friends of Palm Beach

The authors think it’s likely that similar debris washed up on Caribbean shores as well as Florida’s but simply wasn’t collected or cataloged. “Southeast Florida was where there was a person thinking and looking, who had this database in her head” and reported it, too, Reddy said. 

While the “science is solid,” Boufadel said, additional evidence from elsewhere in the Caribbean would add confidence to the results. 

A Plastic Problem

Typically, oil spilled in the ocean is removed by natural processes before it reaches very far, James said. But plastic debris can travel much farther, sometimes washing ashore after traveling thousands of miles over decades.

James said this raises a colocation problem. Many sources of oil and sources of plastic overlap, creating a “greater possibility for these two to find each other…and continue to move oil farther from where it originated,” he said. 

The results are further proof of a known risk of plastic pollution: It can be a vector for other toxic substances, Boufadel said. 

The research team is investigating why plastic debris can carry oil residues so far. Boufadel said it’s likely the plastic helped to maintain the physical integrity of the oil, preventing some of the fragmentation and degradation that would otherwise have occurred.

Colleagues in Brazil, Reddy added, are continuing to investigate the origin of the still-mysterious 2019 spill there, as well. It may be oil that leaked from the SS Rio Grande, a German supply boat sunk by the U.S. Navy in 1944, but more research is needed to confirm that hypothesis, Reddy said.

—Grace van Deelen (@gvd.bsky.social), Staff Writer

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Citation: van Deelen, G. (2026), Plastic debris helps oil residues reach farther across the ocean, Eos, 107, https://doi.org/10.1029/2026EO260033. Published on 20 January 2026. Text © 2026. AGU. 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.

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