Adapting Cross-Sensor High-Resolution Remote Sensing Imagery for Land Use Classification by Wangbin Li, Kaimin Sun, Jinjiang Wei

“…Specifically, to address the discrepancies in spatial resolution, a novel positional encoding has been incorporated to capture the correlation between the spatial resolution details and the characteristics of ground objects. …”
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Spatio SLAM: An Integrated Strategy for Robot Autonomy in Variable Indoor Luminance by Rapti Chaudhuri, Suman Deb, Abhijit Das

“…To address these challenges, we propose a spatial-geometric SLAM (Spatio SLAM) solution that unifies the exiting connotations of long and short-term dynamics that constructs a real-time dense spatial-geometric map. …”
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STGATN: a wind speed forecasting method based on geospatial dependency by Xingtong Ge, Ling Peng, Yi Yang, Cang Qin, Jiahui Chen, Hongze Liu, Zhaobo Li

“…Accurate wind speed forecasting is crucial for power systems, but wind speed as a spatially continuous field presents high randomness, fluctuation, and spatial heterogeneity under complex geographical environments, leading to challenges for predictive modeling. …”
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Contamination, Ecotoxicological Risks, and Sources of Potentially Toxic Elements in Roadside Dust Along Lahore–Islamabad Motorway (M-2), Pakistan by Ibrar Hayat, Wajid Ali, Said Muhammad, Muhammad Nafees, Abdur Raziq, Imran Ud Din, Jehanzeb Khan, Shahid Iqbal

“…This study evaluates the concentration, spatial distribution, and ecological risks of PTEs (Mn, Ni, Cr, Cu, Pb, Zn, Cd, Ag, Fe) in road dust along the M-2. …”
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Synthesis of Phase-Correcting Elements Based on Band-Pass Filter and Their Application in Transmitarray Antenna by A. V. Stankovsky, S. V. Polenga, Ye. A. Strigova, A. D. Nemshon, E. R. Gafarov, Yu. P. Salomatov

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Urban Thermal Archetype Classification in the Context of Urban Development Transformation Using Machine Learning Techniques by Yan Deng, Huimin Liu

“…In pursuit of urban climate resilience, it is crucial to characterize the spatial heterogeneity of urban thermal environments for spatially targeted mitigation, with the local climate zone (LCZ) framework emerging as a prevailing and powerful tool. …”
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Asymmetric effects of natural and socioeconomic factors on PM2.5 pollution in Chinese counties by Biao Sun, Jihong Li

“…Abstract With rapid urbanization intensifying air pollution, especially PM2.5, which poses a serious threat to public health, clarifying its spatial differentiation patterns and driving mechanisms is of great practical significance. …”
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Single target tracking in high-resolution satellite videos: a comprehensive review by Xin Huang, Ding Wang, Qiqi Zhu, Ying Zheng, Qingfeng Guan

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Seafloor surficial sediment variability across the abyssal plains of the central and eastern pacific ocean by Devin Harrison, Devin Harrison, Jessica L. Kolbusz, Todd Bond, Catriona Macdonald, Yakufu Niyazi, Alan J. Jamieson, Heather A. Stewart, Heather A. Stewart

“…However, it is also one of the least explored parts of the ocean due to the logistical challenges of exploring at great depths over vast spatial scales. This work presents the first results of the Trans-Pacific Transit (TPT), a six-leg expedition that collected remote imagery and video footage of the seafloor sediments and substrate habitats of the central and eastern Pacific Ocean. …”
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Integrated Systems Modeling for Assessing the Water–Energy Nexus in Pakistan: Lessons Learned From Coupling LEAP–WEAP Planning Approaches by Riaz Ahmad, Gengyuan Liu, Syed Aziz Ur Rehman, Yuan Gao, Fanxin Meng, Xuanru Zhou, Bojie Liu, Silvio Cristiano

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Water resource management in tourism hotspot: A cost-effective, semi-automatic method for monitoring the diffusion of residential swimming pools by Giuseppe Cillis, Rosa Coluzzi, Luca Salvati, Andrea Colantoni, Bogdana Nosava, Vito Imbrenda, Maria Lanfredi

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When Time Prevails: The Perils of Overlooking Temporal Landscape Evolution in Landslide Susceptibility Predictions by Jinping Liu, Panxing He, Jianhua Xiao, Qingfeng Hu, Yanqun Ren, Aiding Kornejady, Huiran Gao

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Great Gerbils (Rhombomys opimus) in Central Asia Are Spreading to Higher Latitudes and Altitudes by Xuan Liu, Li Xu, Jianghua Zheng, Jun Lin, Xuan Li, Liang Liu, Ruikang Tian, Chen Mu

“…The results indicate that the ensemble model integrating Random Forest (RF), Gradient Boosting Machine (GBM), and Maximum Entropy Model (MaxEnt) performed best within the present climate context. The model predicted the potential distribution of R. opimus in Central Asia with an area under the curve (AUC) of 0.986 and a True Skill Statistic (TSS) of 0.899, demonstrating excellent statistical accuracy and spatial performance. …”
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Prioritizing the location of vaccination centres during the COVID-19 pandemic by bike in the Netherlands by Adel Al-Huraibi, Sherif Amer, Justine Blanford

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Feeding of walleye pollock and its feeding base in the Chukchi Sea in summer-autumn period by N. A. Kuznetsova, M. A. Shebanova

“…Data on feeding of walleye pollock <i>Gadus chalcogrammus</i> (3–70 cm long) in the Chukchi Sea in summer-autumn of 2017–2020 are presented. The food base includes zooplankton, benthic invertebrates and fish. …”
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Attention Residual Hybrid Network for Unmanned Aerial Vehicles Hyperspectral Image Classification by Zhen Zhang, Linhuan Jiang, Bo-Hui Tang, Jianchen Liu, Qingwang Wang, Yabin Hu, Liang Huang, Zhitao Fu

“…Unmanned aerial vehicle (UAV) hyperspectral images are endowed with abundant spectral information and spatial texture details, which are crucial for the precise classification and monitoring of terrestrial features. …”
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Investigation of the processes of regional convergence and divergence in the development of the higher education system by S. V. Avilkina

“…This article describes methodological approaches to the analysis of statistical data characterizing trends in the development of the higher education system in the constituent entities of the Russian Federation and presents the results of a study of changes that have occurred in the period from 1995 to 2019 in the Russian Federation in the spatial concentration of the number of university students. …”
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Variabilidade espacial de variáveis físico-hídricas do solo em um pomar de lima ácida Tahiti, irrigado por microaspersão Spatial variability of soil hydrophysical variables in a Ta... by Maurício A. Coelho Filho, Rubens D. Coelho, Antônio C.A. Gonçalves

“…The results showed medium variability for sand, silt, AWt and AWpwp. In the scope of the present work, the spatial independence was verified. …”
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Landscape Ecological Risk Assessment and Its Driving Factor Analysis in Ordos-Yulin Area by Ma Jun, Pei Yanru, Wang Huiyuan, Yu Qiang, Niu Teng, Yue Depeng

“…From 2010 to 2020, the areas with medium ecological risk, higher ecological risk, and low ecological risk showed a contraction trend, while areas with low ecological risk and lower ecological risk showed an expansion trend; ③ The global autocorrelation analysis of Moran's I index in 2000, 2010, 2020 was greater than 0.8, showing a significant positive correlation in spatial distribution. Most ecological risk units presented high-high and low-low distribution, and a small number of ecological risk units were high-high and low. …”
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An optimization based framework for water quality assessment and pollution source apportionment employing GIS and machine learning techniques for smart surface water governance by Abhijeet Das

“…Abstract Spatial evaluation of the region is associated with the assessment of the quality of water. …”
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