Assessing the spatial-temporal performance of machine learning in predicting grapevine water status from Landsat 8 imagery via block-out and date-out cross-validation by Eve Laroche-Pinel, Vincenzo Cianciola, Khushwinder Singh, Gaetano A. Vivaldi, Luca Brillante

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Development of Highway Construction Route Selection Based on Ecological Sensitivity Evaluation and Intervention Optimization Strategy Research by Fan Yang, Yunlan Tang, Suwen Xiong, Chuntian Gu, Yadan Xiao

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A Streaming Algorithm for Online Estimation of Temporal and Spatial Extent of Delays by Kittipong Hiriotappa, Suttipong Thajchayapong, Pimwadee Chaovalit, Suporn Pongnumkul

“…This paper proposes a streaming algorithm to estimate temporal and spatial extent of delays online which can be deployed with roadside sensors. …”
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Spatial–Temporal Characterization of Microplastics in the Surface Water of an Urban Ephemeral River by Andre Felton, Salem Farner, Logan Day, Sue Ellen Gibbs-Huerta, Briaunna Zamarripa, Jeffrey Hutchinson

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Urban grey-green scales: A new perspective for assessing dynamic spatial trade-offs by Xi Wang, Liang Zhou, David López-Carr, Yongze Song, Hong Gao, Tao Che, Zhifeng Liu, Wei Wei

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Temporal Variation and Spatial Heterogeneity in Boarding/Alighting Patterns at Urban Railway Stations: Implications for Estimating Optimal Construction Scale—A Case Study in Seoul,... by WooKeol Cho, Kyoungtae Kim, Inmook Lee, Soyoung (Iris) You

“…Therefore, this study investigated the correlation between the temporal variation in boarding and alighting patterns and the attributes (location) of railway stations in Seoul, South Korea, and analyzed the spatial heterogeneity of this correlation. …”
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Demographic disparities, temporal trends, and geographic patterns of HPV vaccination on Long Island, New York: A comprehensive analysis of immunization registry data (2012–2023) by Zihan Ding, Jianyuan Deng, Linda Mermelstein, Barbara Nemesure, Tyler Osborne, Fusheng Wang

“…This study explores the demographic disparities (age, gender, race and ethnicity), temporal trends, and geographical patterns of HPV vaccine administration by analyzing large-scale immunization registry data for Long Island (LI) (Nassau and Suffolk Counties), New York (NY). …”
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Evaluating Spatio-Temporal Kriging with Machine Learning Considering the Sources of Spatio-Temporal Variation by Min Jeong, Hyeongmo Koo

“…Integrating spatio-temporal kriging with machine learning improves estimation accuracy by addressing complex spatial and temporal variations in spatio-temporal phenomena. …”
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Spatial and temporal patterns of self-harm indicators and their association with the socio-demographic index (SDI) in Iran: analysis of incidence, death, DALY, YLDs, and YLLs from... by Mehrnoosh Salari, Mohammadreza Balooch Hasankhani, Mohsen Rezaeian

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Simulating Land Use and Evaluating Spatial Patterns in Wuhan Under Multiple Climate Scenarios: An Integrated SD-PLUS-FD Modeling Approach by Hao Yuan, Xinyu Li, Meichen Ding, Guoqiang Shen, Mengyuan Xu

“…Accurately predicting and scientifically evaluating the evolution of land use patterns is essential to advancing territorial spatial governance and achieving ecological security goals. …”
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Spatial and Temporal Mapping of RF Exposure in an Urban Core Using Exposimeter and GIS by Montaña Rufo-Pérez, Alicia Antolín-Salazar, Jesús M. Paniagua-Sánchez, Antonio Jiménez-Barco, Francisco J. Rodríguez-Hernández

“…The primary aim of this study was to evaluate the spatial and temporal variation in human exposure to electromagnetic fields across different frequency bands within an urban area identified as the commercial zone of a medium-sized city. …”
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Temporal and spatial variation of PM2.5 in Antananarivo, the capital city of Madagascar by Mbolanjara Hélène Andriamamonjy, Zo Rakotomavo, Linda Geiser, Lovanomenjanahary Marline

“…To address this gap, we conduct the first assessment of temporal and spatial variations in fine particulate matter (PM2.5), using Antananarivo as a case study. …”
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Seasonal spatial-temporal trends of vegetation recovery in burned areas across Africa. by Oswaldo Maillard, Natasha Ribeiro, Amanda Armstrong, Ana I Ribeiro-Barros, Samora Macrice Andrew, Lucy Amissah, Zeinab Shirvani, Jonathan Muledi, Omid Abdi, Huascar Azurduy, João M N Silva, Stephen Syampungani, Hastings Shamaoma, Victorino Buramuge

“…The main objective of this study was to evaluate the seasonal spatio-temporal trends of vegetation recovery in response to fires across Africa, from 2001 to 2020. …”
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Waning success: a 2013–2022 spatial and temporal trend analysis of malaria in Ethiopia by Abdollah Jalilian, Galana Mamo Ayana, Temesgen Ashine, Elifaged Hailemeskel, Yehenew Asmamaw Ebstie, Eshetu Molla, Endashaw Esayas, Nigatu Negash, Abena Kochora, Muluken Assefa, Natnael Teferi, Daniel Teshome, Alison M. Reynolds, David Weetman, Anne L. Wilson, Birhanu Kenate, Martin J. Donnelly, Luigi Sedda, Endalamaw Gadisa

“…This model incorporated fixed effects for selected environmental factors and random effects to capture temporal trends, zone specific seasonal patterns, spatial trends at the zone level, and the presence of An. stephensi and its impact. …”
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Function Delivery Network: A Spatial-Temporal Execution Orchestrator for Optimizing Serverless Computing by Joel R. Corporan, Arshdeep Bahga, Vijay K. Madisetti

“…We present Function Delivery Network (FDN), a novel spatial-temporal execution orchestrator designed to address key limitations in current serverless computing models. …”
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Time Series Foundation Models and Deep Learning Architectures for Earthquake Temporal and Spatial Nowcasting by Alireza Jafari, Geoffrey Fox, John B. Rundle, Andrea Donnellan, Lisa Grant Ludwig

“…Despite significant advancements, the existing literature on earthquake nowcasting lacks comprehensive evaluations of pre-trained foundation models and modern deep learning architectures; each focuses on a different aspect of data, such as spatial relationships, temporal patterns, and multi-scale dependencies. …”
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Spatial heterogeneity and temporal trends of thyroid cancer incidence in Iran from 2014 to 2017 by Mohsen Soleimani, Hossein Chiti

“…Abstract Global thyroid cancer (TC) incidence has risen sharply, yet subnational spatial and temporal patterns, particularly in middle-income contexts like Iran, remain understudied. …”
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Spatial–Temporal Variations and Driving Factors of the Albedo of the Qilian Mountains from 2001 to 2022 by Huazhu Xue, Haojie Zhang, Zhanliang Yuan, Qianqian Ma, Hao Wang, Zhi Li

“…This study conducted an analysis of the spatial distribution patterns and temporal evolution of albedo, normalized difference vegetation index (NDVI), normalized difference snow index snow cover (NSC), and land surface temperature (LST) within the Qilian Mountains (QLMs) from 2001 to 2022. …”
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DPSTCN: Dynamic Pattern-Aware Spatio-Temporal Convolutional Networks for Traffic Flow Forecasting by Zeping Dou, Danhuai Guo

“…Temporally, the model introduces a novel temporal module, containing a temporal convolutional network (TCN) enriched with an enhanced pattern-aware self-attention mechanism, adept at capturing temporal patterns, including local/global dependencies, dynamics, and periodicity. …”
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Spatial distribution and differences in migration patterns and revenues of gminas in the Kraków Metropolitan Area by RaźniakCDFMR Piotr, Winiarczyk-RaźniakCDFMR Anna

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