An adaptive method based on contextual anomaly detection in Internet of Things through wireless sensor networks by Xiang Yu, Hui Lu, Xianfei Yang, Ying Chen, Haifeng Song, Jianhua Li, Wei Shi

“…When analyzing such sensor data, it is of particular importance to detect accurately and efficiently not only individual anomalous behaviors but also anomalous events (i.e. patterns of behaviors). However, most previous work has focused only on detecting anomalies while generally ignoring the correlations between them. …”
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Regional restructuring in planktic foraminifera communities through Pliocene-early Pleistocene climate variability by Ekaterina Larina, Adam Woodhouse, Anshuman Swain, Christopher M. Lowery, Rowan C. Martindale, Corinne E. Myers

“…Abstract Recent studies highlight asymmetrical range shifts within plankton due to spatial variability in climate change, impacting marine ecosystem functioning and biogeochemical cycling. …”
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The role of private natural heritage conservation areas in promoting sustainable development Goals Insight by Yunhai Zhao, Muhammad Umair, Fatima Gulzar, Shafa Guliyeva, Dadajon Xabibullayev

“…This study investigates the extent to which PNHRs can serve as localized barometers of sustainability, with an emphasis on the environmental functions and socio-economic engagements that reflect core principles of the 2030 Agenda. Drawing on spatial and categorical assessment techniques across varying biomes and governance types, the research identifies patterns in reserve-level management behaviors that correspond with strategic sustainability targets, including watershed protection, biodiversity maintenance, and health-related ecosystem services. …”
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An intercity investment network dataset of China based on the enterprise registration records (2000–2020) by Tianheng Shu, Shuo Yang, Taofang Yu, Guangyu Cheng, Yitian Ren, Fangchen Shi, Ben Derudder, Xia Liao

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Spatio-temporal analysis of rainfall variability and seasonality over Tekeze River Basin, Ethiopia by Tilahun Sewagegn Asaye, Zerihun Yohannes Amare, Mekonen Getachew Abebe

“…This study examined the temporal patterns and spatial distribution of rainfall using Enhancing National Climate Services (ENACTS) time-series data from 1991 to 2020. …”
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Positional information trade-offs in boundary-driven reaction–diffusion systems by Jonas Berx, Prashant Singh, Karel Proesmans

“…Through the concept of positional information (PI), such components are able to specify their position in order to, e.g. create robust spatial patterns or coordinate specific functionality. …”
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Faculty perceptions of extra-cognitive factors in virtual teaching during the pandemic by Gonzalo D. Andrés, Guillermo E. Macbeth, Patricia S. San-Martín

“…A statistical analysis of language patterns was implemented through the program Linguistic Inquiry and Word Count in order to examine affective, cognitive, and social processes linked to the use of technologies during the pandemic. …”
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The radiogenomic and spatiogenomic landscapes of glioblastoma and their relationship to oncogenic drivers by Anahita Fathi Kazerooni, Hamed Akbari, Xiaoju Hu, Vikas Bommineni, Dimitris Grigoriadis, Erik Toorens, Chiharu Sako, Elizabeth Mamourian, Dominique Ballinger, Robyn Sussman, Ashish Singh, Ioannis I. Verginadis, Nadia Dahmane, Constantinos Koumenis, Zev A. Binder, Stephen J. Bagley, Suyash Mohan, Artemis Hatzigeorgiou, Donald M. O’Rourke, Tapan Ganguly, Subhajyoti De, Spyridon Bakas, MacLean P. Nasrallah, Christos Davatzikos

“…This study investigates the relationship between imaging features, spatial patterns of tumor location, and genetic alterations in IDH-wildtype glioblastoma, as well as the likely sequence of mutational events. …”
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Soils and carbon distribution at Byers Peninsula - Maritime Antarctica, based on the climate change scenario by THIAGO T.C. PEREIRA, JOSÉ JOÃO L.L. DE SOUZA, MÁRCIO R. FRANCELINO, ELPÍDIO INÁCIO FERNANDES FILHO, CARLOS ERNESTO G.R. SCHAEFER

“…Using geomorphological groups is one way to improve the understanding of these relief forms, soil and rock types, vegetation patterns, and the presence of permafrost.…”
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Strategies for Streamlined Urban Development: A Case Study of Land Use Succession in Upper Hill, Nairobi by Elizabeth Nguah, Owiti K’Akumu

“…It investigates how land tenure, public infrastructure, and planning controls shape urban landscapes, leading to patchwork land use patterns and environmental misalignments. The case of Upper Hill, transitioning from a serene residential area to a bustling commercial hub, is explored to understand the determinants of ULUS and propose strategies for streamlined urban development. …”
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Impact of Interference Competition on Exploration and Food Exploitation in the Ant Lasius niger by Vincent Fourcassié, Tristan Schmitt, Claire Detrain

“…Competition acts as a major force in shaping spatially and/or temporally the foraging activity of ant colonies. …”
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Mapping The Transformation of Economic Structure in Solo Raya in 2014-2023: Geospatial Approach by Habib Bahtiar, Evi Gravitiani, Mulyanto Mulyanto, Sarjiyanto Sarjiyanto, Wang Yao Hong

“…This study aims to understand changes in the contribution and growth of economic sectors in the Solo Raya region, as well as to identify spatial patterns in economic transformation in 2014-2023. …”
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Unexplained high and persistent methyl bromide emissions in China by Xiaoyi Hu, Bo Yao, Jens Mühle, Robert C. Rhew, Paul J. Fraser, Simon O’Doherty, Ronald G. Prinn, Xuekun Fang

“…Quantifying emissions on the national scale is required to assess compliance with the Montreal Protocol and thereby ensure the timely recovery of the ozone layer. However, the spatial-temporal patterns of China’s national CH3Br emissions remain unclear. …”
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Dataset for Traffic Accident Analysis in Poland: Integrating Weather Data and Sociodemographic Factors by Łukasz Faruga, Adam Filapek, Marta Kraszewska, Jerzy Baranowski

“…Following comprehensive preprocessing and spatial analysis, we generated visualizations—including heatmaps and choropleth maps—that revealed distinct regional patterns at the county level. …”
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Strategies for Streamlined Urban Development: A Case Study of Land Use Succession in Upper Hill, Nairobi by Elizabeth Nguah, Owiti K’Akumu

“…It investigates how land tenure, public infrastructure, and planning controls shape urban landscapes, leading to patchwork land use patterns and environmental misalignments. The case of Upper Hill, transitioning from a serene residential area to a bustling commercial hub, is explored to understand the determinants of ULUS and propose strategies for streamlined urban development. …”
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Multi-Step Parking Demand Prediction Model Based on Multi-Graph Convolutional Transformer by Yixiong Zhou, Xiaofei Ye, Xingchen Yan, Tao Wang, Jun Chen

“…This paper proposes a deep learning model based on multi-graph convolutional Transformer, which captures geographic spatial features through a Multi-Graph Convolutional Network (MGCN) module and mines temporal feature patterns using a Transformer module to accurately predict future multi-step parking demand. …”
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A Comprehensive Dataset of Surface Water Quality Spanning 1940-2023 for Empirical and ML Adopted Research by Md. Rajaul Karim, M. M. Mahbubul Syeed, Ashifur Rahman, Khondkar Ayaz Rabbani, Kaniz Fatema, Razib Hayat Khan, Md Shakhawat Hossain, Mohammad Faisal Uddin

“…This dataset can support meta-analysis of water quality models and can facilitate Machine Learning (ML) based data and model-driven investigation of the spatial and temporal drivers and patterns of surface water quality at a cross-regional to global scale.…”
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Numerical Evaluation of the Impact of Urbanization on Summertime Precipitation in Osaka, Japan by Hikari Shimadera, Akira Kondo, Kundan Lal Shrestha, Ken Kitaoka, Yoshio Inoue

“…The urbanization in Osaka changes spatial and temporal distribution patterns of precipitation and evaporation, and consequently it substantially affects the water cycle in and around the urban areas of Osaka.…”
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Real time blood detection in CCTV surveillance using attention enhanced InceptionV3 by Adnan Khalil, Fakhre Alam, Dilawar Shah, Irshad khalil, Shujaat Ali, Muhammad Tahir

“…The model is further optimized through a proposed attention module that intensifies attention to small and minute blood-related patterns, even under challenging conditions such as occlusions, motion blur, and low visibility. …”
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Quantifying Extreme Values in Geomagnetic Perturbations Using Ground Magnetic Records by J. Rodríguez‐Zuluaga, J. Gjerloev, S. Ohtani, Y. Zou, B. Anderson

“…Our study covers low, middle, and high magnetic latitudes in the northern magnetic hemisphere, with the primary objective of quantifying extreme values and evaluating their variability on magnetic latitude, local time, and solar cycle phases “minimum, ascending, maximum, and declining.” Our findings reveal spatial patterns to be less discernible as perturbations intensify, with distinct responses at middle and high latitudes. …”
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