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Pre-rerouting strategy to ensure business continuity for low-Earth-orbit satellite network

Researchers propose a pre-rerouting strategy to minimize service disruption and resource overhead in LEO satellite networks. The strategy leverages an extended OSPF protocol to synchronize link state databases and redefine routing metrics, enabling seamless service switching before predictable link interruptions.

SourceBeijing Institute of Technology Press Co., Ltd·JournalSpace: Science & Technology·DateSep 14, 2026

Regional drought prediction from Sentinel-2 time series using Random Forest, DNN, and 1D-CNN: a case study in Marchfeld, Austria

A study proposes an operational framework combining machine learning models with Sentinel-2 data to estimate agricultural drought conditions in irrigated and non-irrigated maize fields. Deep Neural Network (DNN) achieved the best performance, showing higher prediction accuracy and lower error metrics for non-irrigated fields.

SourceBig Earth Data·JournalBig Earth Data·TypeData/statistical analysis·DateJul 26, 2026

[Research Article] Context-aware landmark recognition in location-based augmented reality: A switching framework with a MobileNet backbone for cultural heritage engagement

A new study proposes a switching-based pervasive augmented reality framework that integrates location-based AR, deep learning, and context-awareness to improve landmark recognition. The framework significantly enhanced detection accuracy compared with conventional LBAR systems, while demonstrating high user satisfaction.

SourceBig Earth Data·JournalBig Earth Data·TypeData/statistical analysis·DateJul 13, 2026

New propulsion system could make tiny satellites both fast and fuel-efficient

MIT engineers have developed a new propulsion system that integrates chemical and electrical thrusters, allowing small satellites to perform both fast maneuvers and precise adjustments. The system uses a special propellant called ASCENT, which powers both types of thrusters, enabling smaller and more flexible spacecraft.

SourceMassachusetts Institute of Technology·JournalJournal of Propulsion and Power·DateJun 2, 2026

[Research Article] Uncertainty quantification in geospatial AI/ML applications: methods, metrics, and open-source support with an air quality use case

The study systematically evaluates popular Uncertainty Quantification (UQ) methods and metrics for AI/ML-based geospatial applications. It demonstrates that Deep Ensembles and Bayesian Neural Networks achieved the best performance, while highlighting framework-specific differences between TensorFlow and PyTorch.

SourceBig Earth Data·JournalBig Earth Data·TypeData/statistical analysis·DateMay 20, 2026

Foldable origami-inspired antennas for CubeSat satellites

Researchers from Institute of Science Tokyo developed a 5.8 GHz foldable antenna designed to provide high antenna gain while remaining compact enough for small satellites. The system aims to improve communication capabilities of small satellites used in applications such as space-based internet services and disaster monitoring.

SourceInstitute of Science Tokyo·JournalIEEE Transactions on Antennas and Propagation·TypeExperimental study·DateApr 22, 2026

Horizon Europe’s SWIFTT project concludes with Copernicus-based forest management tool to map, mitigate, and prevent the main threats to EU forests

The SWIFTT platform uses Copernicus Sentinel satellite data and machine learning models to identify tree health changes, detect anomalies, and predict threats like spruce bark beetle outbreaks and wildfires. Foresters can access timely alerts, prioritize inspections, and coordinate clearing of dead wood to protect forests.

Magnetic avalanches power solar flares

A team of scientists used Solar Orbiter's instruments to capture a large solar flare in unprecedented detail. The observations revealed that the flare was triggered by initially weak disturbances that quickly became more violent, creating a 'sky' of raining plasma blobs.

SourceEuropean Space Agency·JournalAstronomy and Astrophysics·TypeObservational study·DateJan 21, 2026

World's first successful 2 Tbit/s free-space optical communication using small optical terminals mountable on satellites and HAPS

NICT successfully demonstrated 2 Tbit/s free-space optical communication between two types of small portable optical terminals separated by 7.4 km in an urban environment with atmospheric turbulence, marking a major step forward in the practical application of Non-Terrestrial Networks for Beyond 5G/6G.

Successful ground-to-satellite laser communications applying next-generation error correction codes, mitigating atmospheric turbulence

Researchers have successfully demonstrated next-generation error correction codes to mitigate the impact of atmospheric turbulence on ground-to-satellite laser communications. The new codes significantly improved communication quality compared to conventional schemes, enabling practical implementation of ground-to-satellite laser links.

Dancing dust devils trace raging winds on Mars

Scientists have tracked 1039 dust devils to reveal how they lift dust into the air and sweep around Mars' surface. The study found wind speeds of up to 44 m/s, faster than previously measured with rovers on the ground, and improved our understanding of Martian weather patterns.

SourceEuropean Space Agency·JournalScience Advances·TypeImaging analysis·DateOct 8, 2025

Solar Orbiter traces superfast electrons back to Sun

The European Space Agency-led Solar Orbiter mission has split energetic particles into two groups, tracing them back to distinct solar outbursts. Researchers found that one type of particle is connected to intense solar flares and the other to larger coronal mass ejections.

SourceEuropean Space Agency·JournalAstronomy and Astrophysics·TypeObservational study·DateSep 1, 2025

First observations by the Total Anthropogenic and Natural emissions mapping SpectrOmeter-3 (TANSO-3) onboard the Global Observing SATellite for Greenhouse gases and Water cycle “IBUKI GW” (GOSAT-GW)

The GOSAT-GW satellite has successfully launched with the TANSO-3 sensor, confirming its proper operation. The first observation by TANSO-3 provided spectral absorption data for carbon dioxide, methane, and nitrogen dioxide, enabling the calculation of greenhouse gas concentrations in the atmosphere.

If aliens explore space like us, we should look for their calls to other planets

Researchers at Penn State and NASA's Jet Propulsion Laboratory analyzed human deep space communications to determine the most likely places to detect signals from an extraterrestrial intelligence. They found that transmissions to deep space, including spacecraft near Mars, are more detectable than those intended for low-Earth orbit.

SourcePenn State·JournalThe Astrophysical Journal Letters·TypeData/statistical analysis·DateAug 21, 2025

Dynamics optimization of helicopter main transmission system -- for multi-parameter and multi-condition coupled system

A new hybrid Gravitational Search-Simulated Annealing algorithm optimizes helicopter main transmission systems, reducing vibration and achieving global optimal solutions. The approach balances multiple load cases, subjective and objective evaluation, and solving speed, showing promise for revolutionizing helicopter design.

SourceTsinghua University Press·JournalChinese Journal of Aeronautics·DateJun 18, 2025

Configuration design method of mega constellation for low earth orbit observation

Researchers propose a configuration design method for mega constellations in Low Earth Orbit (LEO) using basic and accompanying satellites. The method considers satellite imaging width, formation flying of subgroup satellites, and global uniform coverage by payloads to optimize constellation configuration. By solving nonlinear optimiza...

Existing international law can help secure peace and security in outer space, study shows

A recent study by Chris O'Meara from the University of Exeter Law School argues that existing laws can be used to limit when and how states may lawfully target satellites using ASAT technologies. This could help address pressing international concerns regarding space militarization and the fear of wars between states.

SourceUniversity of Exeter·JournalLeiden Journal of International Law·TypeLiterature review·DateApr 2, 2025