Meta-Learning Approach for Adaptive Anomaly Detection from Multi-Scenario Video Surveillance by Deepak Kumar Singh, Dibakar Raj Pant, Ganesh Gautam, Bhanu Shrestha

“…Video surveillance is widely used in different areas like roads, malls, education, industries, retail, parks, bus stands, and restaurants, each presenting distinct anomaly patterns that demand specialized detection strategies. …”
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Insights Into Spatiotemporal Evolution of Induced Earthquakes in the Southern Delaware Basin Using Calibrated Relocations From the TexNet Catalog (2017–2022) by Asiye Aziz Zanjani, Heather R. DeShon, Vamshi Karanam, Alexandros Savvaidis

“…We posit that this relationship reflects efficient pressure diffusion along permeable northwest‐southeast faults and/or the thickening of porous sandstone in the DMG prone to seismic slip. The spatial and temporal patterns of seismicity, uplift‐subsidence, and basin‐wide fluid extraction and disposal indicate inhomogeneous and time‐variant seismic and aseismic deformation under an anthropogenically modulated stress regime.…”
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Spatiotemporal variability of terrestrial water storage over the Tibetan Plateau from the joint inversion of GNSS and GRACE observations by Meilin He, Tao Chen, Yuanjin Pan, Jiashuang Jiao, Qiwen Wu, Yifei Lv, Weiping Jiang

“…When applied to real observational data, the joint inversion technique revealed that the spatial patterns and seasonal characteristics of TWS changes closely aligned with independent GRACE and Global Land Data Assimilation System (GLDAS) products, while offering more detailed insights into local hydrological processes. …”
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Assessment of land use land cover change and its impact on variations of land surface temperature in Atlanta, USA by Dipesh Oli, Buddhi Gyawali, Basanta Neupane, Samuel Oshikoya

“…Urbanization has significantly altered land use land cover (LULC), changing patterns and contributing to rising land surface temperature (LST), thereby intensifying the urban heat island effect. …”
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Characterization of braided river reservoir architecture based on seismic attribute stacking ensemble learning: A case study of the C-2 oilfield in the Bohai Bay Basin by ZHANG Zhang, MENG Peng, YANG Wei, ZHANG Xiaolong, HUANG Qi, WANG Haoran

“…The prediction results include sandbody stacking relationships and internal reservoir structures, making it more suitable for the prediction and fine characterization of continental fluvial sedimentary systems with rapid facies transitions and complex spatial architectural structures. This method can serve as a reference for the detailed characterization of fluvial-facies reservoir configurations during the middle and late development stages of offshore oilfields with sparse well patterns.…”
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Differentiating Cheatgrass and Medusahead Phenological Characteristics in Western United States Rangelands by Trenton D. Benedict, Stephen P. Boyte, Devendra Dahal

“…These control strategies require accurate maps of the timing and spatial patterns of the developmental stages to apply mitigation strategies in the correct areas at the right time. …”
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Unveiling the Drivers of Unplanned Urbanization: A High-Resolution Night Light Development Index Approach for Assessing Regional Inequality and Urban Growth in Dhaka by Kh Shakibul Islam, Qiusheng Wu, Md. Raihanul Islam, Hasan Muhammad Abdullah

“…However, the temporal and spatial resolution of these types of imagery are quite poor and require a lot of preprocessing. …”
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Aberrometric, Geometrical, and Biomechanical Characterization of Sound-Induced Vibrational Modes of the Living Human Cornea by Francisco J. Ávila, Óscar del Barco, Maria Concepción Marcellán, Laura Remón

“…While maps of low-order aberrations (LOA) revealed symmetric geometrical patterns, those corresponding to high-order aberrations (HOA) showed complex non-symmetric patterns. …”
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Spatiotemporal changes of landslide susceptibility in response to rainfall and its future prediction — A case study of Sichuan Province, China by Hao Zheng, Mingtao Ding

“…In recent decades, global warming has significantly altered both the spatial and temporal distribution of rainfall patterns. …”
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To Play or Not to Play: Mapping Unequal Provision of Children’s Playgrounds by Paul Brindley, Yueshan Ma, Rui Wang, Michael Martin, Helen Woolley

“…London, however, was consistently an exception to these patterns, where deprived areas tended to have more and closer playgrounds. …”
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Use of Community Science Data to Assess Factors Associated With Diamond‐Backed Terrapin (Malaclemys terrapin) Sightings in Coastal Marshes of Southeastern North Carolina, USA by Morgan Whitmer, Elizabeth Pinnix, Sarah Finn, Jessie Jarvis, Hope Sutton, Amanda Southwood Williard

“…At one of the two study sites, there was a positive correlation between distance from the nearest possible nesting beach and diamond‐backed terrapin sightings, and diamond‐backed terrapins were significantly more likely to be sighted in aquatic habitats with mud substrate. Spatial and temporal patterns in diamond‐backed terrapin sightings may be influenced by foraging patterns and behaviors associated with thermal and osmotic regulation, as well as environmental conditions that affect detectability. …”
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Droughts and floods in a changing climate and implications for multi-hazard urban planning: A review by Maria Pizzorni, Alberto Innocenti, Nicola Tollin

“…Climate change impacts global weather patterns, leading to more frequent and intense extreme weather events. …”
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Capturing Vegetation Gradients Along the West African Margin Using Terrestrial Plant Biomarkers in Marine Sediments by Nicholas A. O’Mara, Peter B. deMenocal, Kevin T. Uno, Jessica E. Tierney, Gisela Winckler, Pratigya J. Polissar

“…Apparent discrepancies between the zonal distribution of biomarkers in the marine sediments versus the observed vegetation patterns can mostly be explained by the influence of long‐range atmospheric transport, with modest contributions from river inputs.…”
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Dynamic contagion potential framework for optimizing infection control in healthcare by Alexandra Fedrigo, Mohamad Nassar, Jennifer Bail, Antonia Bates-Ford, Satyaki Roy

“…Simulations incorporate mobility patterns reflecting homogeneous and heterogeneous mixing, with infection spread following empirically grounded transmission models. …”
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Exploring Seasonality Indices for Low-Flow Analysis on Tibagi Watershed (Brazil) by Alexandre Sokoloski de Azevedo Delduque de Macedo, Michael Männich

“…The results indicate that, despite the watershed not presenting a strong seasonality, there is a tendency for low-flow discharges to concentrate in certain months, notably in August, September, and October. Spatial analysis reveals varied patterns with a certain trend of increased seasonality intensity (parameter <i>r</i>) towards downstream (north) and as the watershed area increases. …”
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Spatiotemporal distribution and fishing ground driving mechanism of swimming crab Portunus trituberculatus in Hangzhou Bay and its adjacent waters by Guoqiang Xu, Hongliang Zhang, Yongdong Zhou

“…The findings revealed pronounced seasonal patterns in P. trituberculatus abundance and distribution, with notable seasonal differences in spatial and temporal dynamics. …”
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Selecting Observationally Constrained Global Climate Model Ensembles Using Autoencoders and Transfer Learning by Chibuike Chiedozie Ibebuchi, Oluwaferanmi Akinyemi, Itohan‐Osa Abu

“…Abstract Climate modes of variability are recurring patterns that influence climate phenomena across spatial scales. …”
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Terrestrial wildlife shows limited response in spatiotemporal activity to logging by Seth Timothy Wong, Roshan Guharajan, Azrie Petrus, Jaffly Jubili, Johnny Kissing, Peter Lagan, Robert Ong, Andreas Wilting, Rahel Sollmann

“…At a local scale, many species exhibit resilience in their spatiotemporal activity patterns, but for affected species, the effects of logging appear to linger over time. …”
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The interplay of trophic interactions and game dynamics gives rise to life-history trade-offs, consistent personalities, and predator–prey and aggression power laws by Mohammad Salahshour

“…Aggressive individuals tend to live faster, more reproduction-focused lives, whereas nonaggressive individuals favor slower, longer-lived strategies. These patterns emerge naturally, rather than being imposed as model assumptions. …”
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Integrating non-linear radon transformation for diabetic retinopathy grading by Farida Mohsen, Samir Belhaouari, Zubair Shah

“…Our RadEx transformation, an optimized non-linear extension of the Radon transform, generates sinogram representations to capture complex retinal lesion patterns. By leveraging both spatial and transformed domain information, RadFuse enriches the feature set available to deep learning models, improving the differentiation of severity levels. …”
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