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Exploring and Modeling the Spatial Variability of Soil Erosion in Tana Basin, Northwestern Ethiopia
Published 2024-01-01Get full text
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183
Modeling Foreground Spatial Variations in 21 cm Gaussian Process Component Separation
Published 2025-01-01“…Further improvements to the HGP model will require more physically-motivated modeling of foreground spatial variations. …”
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184
CALFUSE-KAN: A Multi-Scale Feature Fusion Network for Aircraft Trajectory Prediction
Published 2025-01-01Subjects: “…Trajectory prediction…”
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185
Solar and Wind 24 H Sequenced Prediction Using L-Transform Component and Deep LSTM Learning in Representation of Spatial Pattern Correlation
Published 2025-07-01“…Spatiotemporal correlations between meteo-inputs and wind–solar outputs in an optimal regional scale are crucial for developing robust models, reliable in mid-term prediction time horizons. …”
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186
Spatial Modeling of Douglas‐Fir Plantations in Italy After 120 Years of Experimentation
Published 2025-08-01Get full text
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187
Comparative Analysis of Different Interpolation Methods in Modeling Spatial Distribution of Monthly Precipitation
Published 2018-05-01“…It is the main objective of the study that Geographic Information Systems (GIS) techniques are used to compare widely preferred interpolation methods and to model the spatial distribution of monthly precipitation values for prediction in ungauged areas in Akarcay Sinanpasa and Suhut sub-basins, Turkey. …”
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An Actor-Oriented and Architecture-Driven Approach for Spatially Explicit Agent-Based Modeling
Published 2023-10-01Get full text
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Unravelling the importance of spatial and temporal resolutions in modeling urban air pollution using a machine learning approach
Published 2025-07-01“…In the spatial phase, emission inventory data are aggregated at three spatial resolutions (500 m, 750 m, and 1000 m) to evaluate their effect on model performance in predicting PM and NOx concentrations. …”
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The effect of green credit policy on carbon emissions based on China’s provincial panel data
Published 2024-10-01Subjects: Get full text
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A spatiotemporal model for urban taxi Origin–Destination prediction based on Multi-hop GCN and Hierarchical LSTM
Published 2025-09-01“…On the PEMS08, the single-path version of DBSTNet outperforms state-of-the-art demand prediction models with an 8.29% increase in SMAPE, underscoring the scalability of the proposed MS-HT for spatial–temporal computation. …”
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195
INFORMATION SYSTEM OF FIRE SAFETY IN EDUCATIONAL INSTITUTION
Published 2010-11-01“…The information system role in the fire safety structure of the educational institution is considered. A model of spatial fire spread according to Monte Carlo method is offered. …”
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196
SceneDiffusion: Scene Generation Model Embedded with Spatial Constraints
Published 2025-06-01“…The advancement of Geospatial Artificial Intelligence (GeoAI) offers a new technical pathway for the intelligent modeling of spatial scenes. Against this backdrop, we propose SceneDiffusion, a scene generation model embedded with spatial constraints, and construct a geospatial scene dataset incorporating spatial relationship descriptions and geographic semantics, aiming to enhance the understanding and modeling capabilities of GeoAI models for spatial information. …”
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Bolstering spatial learning in the primary classroom: identifying the factors underlying primary teachers’ spatial pedagogical practices
Published 2025-04-01“…Teachers’ cognition and affect can influence their pedagogical choices, which in turn can shape the development of their students’ spatial skills. Here we examined the relations between primary teachers’ spatial cognition, affect, and their inclination for choosing teaching practices, such as models and diagrams, that engage and facilitate spatial learning. …”
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Predicting fine-scale downstream migratory movement of Atlantic salmon smolt (Salmo salar) in front of a hydropower plant
Published 2024-12-01“…We present a spatially explicit individual-based model for predicting the movement of Atlantic salmon smolts in regulated rivers in Norway, parameterised for smolt movements in the River Mandal and the River Orkla. …”
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MEA‐seqX: High‐Resolution Profiling of Large‐Scale Electrophysiological and Transcriptional Network Dynamics
Published 2025-05-01Subjects: Get full text
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Research on short-term traffic flow prediction based on the PCC-IGA-LSTM model
Published 2025-04-01“…To effectively address the spatial–temporal feature mining problem in short-term traffic flow prediction for complex road networks, a new method that combined the Pearson correlation coefficient (PCC) and improved genetic algorithm to optimize the long short-term memory model (IGA-LSTM) was constructed. …”
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