A GIS based spatiotemporal modelling approach for cycling risk mapping using crowd-sourced sensor data by Bakhtiar Feizizadeh, Davoud Omarzadeh

“…We employed cycling traffic volume and route discomfort estimation techniques to determine the spatiotemporal patterns of cycling traffic volume and discomfort levels. …”
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Spatiotemporal Exploration and Hazard Mapping of Tropical Cyclones along the Coastline of China by Shaobo Zhong, Chaolin Wang, Zhichen Yu, Yongsheng Yang, Quanyi Huang

“…Spatiotemporal patterns are one of the greatest interests and provide valuable insights into chronological events occurring in space. …”
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Enhancing Disaster Situation Awareness Through Multimodal Social Media Data: Evidence from Typhoon Haikui by Songfeng Gao, Tengfei Yang, Yuning Xu, Naixia Mou, Xiaodong Wang, Hao Huang

“…This approach allowed us to analyze the spatiotemporal patterns of disaster evolution, enabling rapid disaster damage assessment and facilitating emergency response efforts. …”
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Assessment and Optimization of Ecological Networks in Trans-Provincial Metropolitan Areas—A Case Study of the Xuzhou Metropolitan Area by Yijia Zhao, Peiyuan Zhang, Hao Xu, Wei Liu

“…In this study, we optimized the identification of ecological sources at the metropolitan area scale by constructing the ‘MIE’ model combined with the threshold analysis method, identified the core ecological sources in the Xuzhou Metropolitan Area, a typical cross-provincial metropolitan area in China, and then extracted the ecological corridors by using the Linkage Mapper tool based on this method. The spatiotemporal patterns and components of the ecological network of the Xuzhou metropolitan area from 1990 to 2020 were assessed, and an optimization analysis was performed based on the current ecological network. …”
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Toward Semi-Autonomous Robotic Arm Manipulation Operator Intention Detection From Force Data by Abdullah S. Alharthi, Ozan Tokatli, Erwin Lopez, Guido Herrmann

“…The machine learning model processes robotic arm force data, analyzing spatiotemporal patterns to accurately detect the ongoing task before its completion. …”
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Evaluating Urban Heat Island Effects in the Southwestern Plateau of China: A Comparative Analysis of Nine Estimation Methods by Ziyang Ma, Huyan Fu, Jianghai Wen, Zhiru Chen

“…This study investigates the spatiotemporal patterns and influencing factors of SUHII in 200 plateau cities across southwestern China via nine estimation methods that incorporate rural ranges and elevation-based conditions. …”
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Driving force analysis and multi-scenario simulation of landscape ecological risk in the Jianghan Plain, China by Heng Liu, Lu Zhou, Diwei Tang

“…The spatial pattern was high in the southeast and low in the central and northern areas. (3) The spatiotemporal patterns of LER resulted from the combined effect of multiple factors and were mainly influenced by the natural environment, of which the NDVI was the first dominant factor. (4) The land use intensity was higher in the natural and economic development scenarios than in the cropland and ecological protection scenarios, and the predicted LER in 2030 was higher in the former than in the latter two. …”
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Aging restricts the initial neural patterning potential of developing neural stem and progenitor cells in the adult brain by Saeideh Aran, Mohammad Ghasem Golmohammadi, Mohsen Sagha, Kamran Ghaedi

“…Understanding the identity of NSPCs, such as the principals involved in spatiotemporal patterning, will improve our chances of using NSPCs for neurodevelopmental and brain repair studies with the ability to direct NSPCs toward distinct fates. …”
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Drought Analysis Using Standardized Evapotranspiration and Aridity Index at Bilate Watershed: Sub-Basins of Ethiopian Rift Valley by Bereket Tesfaye Haile, Kassahun Ture Bekitie, Tadesse Terefe Zeleke, Desalegn Yayeh Ayal, Gudina Legese Feyisa, Fikiru Abiko Anose

“…The study aimed to examine the magnitudes of spatiotemporal patterns of drought at the Bilate watershed from 1981 to 2016. …”
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Spatial behavior of mesocarnivores living in seasonal ecosystems: A case study in arid landscapes in northern-central Chile by Darío Moreira-Arce, Pablo M. Vergara, Alex Oporto, Alberto J. Alaniz, Claudia Hidalgo-Corrotea, Alfredo H. Zúñiga, Alejo Gutiérrez, Sebastián Moreno, Daniela Araya, Simone Ciuti

“…Understanding the habitat selection and movement patterns of carnivores in arid landscapes requires an assessment of the spatiotemporal patterns of ephemeral resource-rich and climatically suitable sites. …”
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Assessing recovery time of ecosystems in China: insights into flash drought impacts on gross primary productivity by M. Lu, M. Lu, H. Sun, H. Sun, H. Sun, Y. Yang, J. Xue, H. Ling, H. Zhang, W. Zhang

“…Nevertheless, the spatiotemporal patterns in gross primary productivity (GPP) recovery time and the factors influencing it remain largely unknown. …”
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Achieving water budget closure through physical hydrological process modelling: insights from a large-sample study by X. Zheng, D. Liu, S. Huang, H. Wang, X. Meng

“…The results indicate that the inconsistency residuals dominate the total water budget residuals, exhibiting highly consistent spatiotemporal patterns. This portion of residuals can be significantly reduced through PHPM-MDCF correction and achieved satisfactory efficiency. …”
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A framework for dynamic assessment of soil erosion and detection of driving factors in alpine grassland ecosystems using the RUSLE-InVEST (SDR) model and Geodetector: A case study... by Hucheng Li, Jianjun Chen, Ming Ling, Zizhen Chen, Yanping Lan, Qinyi Huang, Xinhong Li, Haotian You, Feng Wang, Xiaowen Han, Guoqing Zhou

“…Understanding the spatiotemporal patterns and key drivers of soil erosion in alpine grassland regions is crucial for developing effective conservation and restoration strategies in ecologically vulnerable areas. …”
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Contrasting Seasonal Distribution Patterns of Two Boreal Aerial Hawking Bat Species in Finland by Piia Lundberg, Miika Kotila, Katarina Meramo, Kati M. Suominen, Miina Suutari, Tia‐Marie Pietikäinen, Ville Vasko, Thomas M. Lilley

“…Our modelling approach reveals distinct spatiotemporal patterns for each species. In early summer, E. nilssonii activity is concentrated in the southern region, whereas by late summer, observations are distributed across our study area, though predominantly in the south. …”
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Historical biogeography and systematics of yellow-bellied toads (Bombina variegata), with the description of a new subspecies from the Balkans by Christophe Dufresnes, Simeon Lukanov, Sven Gippner, Johanna Ambu, Ilias Strachinis, Dragan Arsovski, Benjamin Monod-Broca, Hugo Cayuela, Petros Lymberakis, Daniele Canestrelli, Dan Cogălniceanu, Nikolay A. Poyarkov, Spartak N. Litvinchuk, Tomasz Suchan, Mathieu Denoël, Daniel Jablonski

“…The analyses support four major lineages, one assigned to B. v. variegata (Carpathians and northwestern ranges), one assigned to B. v. pachypus (Apennine Peninsula), and two assigned to B. v. scabra (Dinarides, Hellenides and Balkanides vs. the Rhodope mountains). Spatiotemporal patterns of diversification suggest a role for a Late Miocene marine incursion in the Pannonian Plain (Paratethys) as the initial trigger of divergence, followed by a vicariance event in the Apennines and a “sky island” process of Pleistocene differentiation in the Balkan Peninsula. …”
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Epidemiology and spatiotemporal analysis of acute hemorrhagic conjunctivitis in Zhejiang province, China (2004–2023) by Wanwan Sun, Yijuan Chen, Shuwen Qin, Ziping Miao

“…Demographic features, yearly county incidence, global spatial autocorrelation, local spatial autocorrelation analyses, and temporal and space–time cluster analysis were performed to identify and visualize the spatiotemporal patterns of AHC cases in Zhejiang province. …”
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Lightning-induced vulnerability assessment in Bangladesh using machine learning and GIS-based approach by Tanmoy Mazumder, Md. Mustafa Saroar

“…By analyzing spatiotemporal patterns of lightning and casualties, and incorporating meteorological, geographical, and socio-economic factors into ML models (Random Forest, Multinomial Logistic Regression, Support Vector Machine, and Artificial Neural Networks), this research provides a nuanced understanding of lightning impacts. …”
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Winter wheat yield responses to growing degree days: Long-term trends and adaptability in major producing areas of China by Ziyang Liu, Davide Cammarano, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao

“…However, understanding the specific spatiotemporal patterns of GDD and its influence on wheat yields remains limited. …”
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Vapor pressure deficit (VPD) downscaling based on multi-source remote sensing, in-situ observation, and machine learning in China by Mi Wang, Zhuowei Hu, Xiangping Liu, Wenxing Hou

“…The high accuracy demonstrated in year-to-year and station-to-station experiments, coupled with the strong consistency between RF-VPD data and in-situ observations, underscores the robustness and applicability of RF-VPD models in capturing spatiotemporal patterns. Furthermore, our study demonstrates the dynamic impact of hydrothermal transfer processes and meteorological factors on RF-VPD products. …”
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Characterisation of coastal reef fish assemblages across an estuarine-urbanisation gradient using underwater visual census and environmental DNA metabarcoding by Yu-De Pei, Joseph Heard, Wenqian Xu, Shara K.K. Leung, Charmaine C.M. Yung, Alex S.J. Wyatt

“…Here, we document spatiotemporal patterns in fish diversity (at genus level) across an estuarine gradient around Hong Kong, a highly urbanised coastal megacity bordering the estuary of the Pearl River, the second largest river in the People's Republic of China. …”
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