Path‐Based Deep Reinforcement Learning for On‐Board Routing in Satellite Constellation Networks
ABSTRACT Efficient usage of available network resources is a crucial factor for broadband services in interconnected satellite constellations. To meet required quality of service standards under heavy network loads, it is essential to optimize traffic distribution among the intersatellite links. To address this challenge, we propose an adaptive traffic
Manuel M. H. Roth +4 more
wiley +1 more source
Impact of land use and land cover change on streamflow dynamics within the Meki River watershed of the Ethiopian Rift Valley Basin. [PDF]
Yehunie F +3 more
europepmc +1 more source
ABSTRACT Rapid urbanisation and intensifying rainfall have increased cities' vulnerability to flooding, posing major challenges to sustainable development. Although machine learning models have improved flood prediction accuracy, most remain limited by their black‐box nature and lack of actionable insights.
Abdulwaheed Tella +4 more
wiley +1 more source
Evaluation of GSMaP and MSWEP precipitation products for runoff simulation in the Lhasa River Basin. [PDF]
Wu L +7 more
europepmc +1 more source
Regional Sustainability Assessment Under Risk and Uncertainty: A Water–Energy–Food Based Framework
ABSTRACT Regional sustainability assessment requires integrated structures that can examine the interactions between Water–Energy–Food (WEF) systems, socio‐economic risk conditions, and performance outcomes under uncertainty. This study proposes a multidimensional framework that combines a suitability index, composite sustainability indicators ...
Murat Oturakci
wiley +1 more source
A framework to evaluate the applicability of ET products in the southeastern coastal basins of China. [PDF]
Chen J +6 more
europepmc +1 more source
ABSTRACT European urban climate change research lacks integration across scales, geography, and climate challenges, despite Europe's coordinated policy frameworks. Through a hybrid bibliometric and systematic review of 1528 studies (2010–2025) using Cortext Manager and PRISMA 2020 guidelines, this study maps the conceptual patterns, knowledge gaps, and
Isabela Pichardo‐Velázquez +2 more
wiley +1 more source
Optimized decomposition and deep learning with bias correction for reliable runoff point-interval prediction. [PDF]
Ma H +4 more
europepmc +1 more source
ABSTRACT This study examines the socioeconomic determinants of agricultural CO2 emissions in the 10 highest‐emitting agricultural economies from 1992 to 2022. Using the LM bootstrap cointegration method and the method of moments quantile regression (MMQR), the analysis identifies long‐run relationships and heterogeneous effects across the emissions ...
Ugur Korkut Pata +3 more
wiley +1 more source
Neonicotinoid and s-triazine pesticide transport dynamics in a small karst agricultural watershed. [PDF]
Kibuye HJ +3 more
europepmc +1 more source

