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4761
Biodiversity characteristics of large forest plots in Qinghai area of Qilian Mountain National Park
Published 2024-12-01“…This indicated that the model had a high explanatory power and prediction accuracy for the Shannon-Wiener data. …”
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4762
Load aggregator adjustable capability forecasting based on graph convolution neural network
Published 2025-06-01“…Through the message transmission process on the graph, the response characteristics of different clusters could be shared, and both the historical data of the targeted node and other nodes are effectively used to improve the prediction accuracy from both spatial and temporal aspects. …”
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4763
A “Foundation-Function-Structure” Framework for Multiple Scenario Assessment of Land Change-Induced Dynamics in Regional Ecosystem Quality
Published 2025-03-01“…This study investigates the spatial-temporal evolution of ecosystem quality in Wuhan from 2000 to 2020 and forecasts future trends under multiple land use scenarios for 2030. …”
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4764
Refining Rainfall Derived from Satellite Radar for Estimating Inflows at Lam Pao Dam, Thailand
Published 2025-06-01“…The Kriging method was employed to estimate the spatial distribution of rainfall over the catchment area. …”
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4765
Analysing cold-climate urban heat islands using personal weather station data
Published 2025-04-01“…Urban intensification of extreme heat was greater than extreme cold reduction. Practice relevance Urban climate research typically relies on sparse networks of official or researcher-deployed weather stations, interpolations thereof, land-surface temperature observations or urban climate models. …”
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4766
Investigating non fluorescence nanoparticle transport in Matrigel-filled microfluidic devices using synchrotron X-ray scattering
Published 2024-11-01“…By implementing X-ray scattering to track unmodified nanomedicines within extracellular matrix-like microenvironments, increasingly accurate models for evaluating and predicting therapeutics transport behaviors can be developed.…”
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4767
Tier‐1 and Tier‐2A Scenario Parameterisation and Example Calculations ‐ In Support of the Revision of the Guidance Document on Persistence in Soil under Council Directive 91/414/EE...
Published 2012-01-01“…The aim of this scheme is to assess such Predicted Environmental Concentrations (PEC), chosen to be the 90th spatial percentile, resulting from the use of the plant protection product. …”
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4768
Eclipse Mapping with MIRI: 2D Map of HD 189733b from 8 μm JWST MIRI LRS Observations
Published 2025-01-01“…Observations and models of transiting hot Jupiter exoplanets indicate that atmospheric circulation features may cause large spatial flux contrasts across their daysides. …”
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4769
Assessing Clouds in GFDL's AM4.0 With Different Microphysical Parameterizations Using the Satellite Simulator Package COSP
Published 2025-06-01“…The modeled cloud spatial distributions, vertical profiles, phase partitioning, cloud‐to‐precipitation transitions, and radiative effects compare reasonably well with satellite observations. …”
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4770
Future Dynamics of Drought in Areas at Risk: An Interpretation of RCP Projections on a Regional Scale
Published 2025-06-01“…Data were aggregated on a 0.50° × 0.50° spatial grid and bias-corrected using linear scaling. …”
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4771
Spatiotemporal dynamics of future hydrology in the Pearl River Basin: Controls of climate change and land surface
Published 2025-04-01“…Driven by an optimized subset of General Circulation Models through a comprehensive framework of multi-level calibrations, we employed a well-validated Soil and Water Assessment Tool to predict streamflow and investigate the underlying dynamics in the basin. …”
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4772
Contemporaneous formation of self-secondaries and layered ejecta deposits on Mars
Published 2025-04-01“…Recognized self-secondaries primarily occur on rim deposits and are largely absent on layered ejecta deposits, suggesting that the emplacement of self-secondaries and layered ejecta deposits occurred in a narrow time window. Comparison with model-predicted distributions of self-secondaries suggests that fragments forming self-secondaries did not uniformly have near-vertical ejection angles and may have slightly larger angles than those of normal excavation flows, explaining their common occurrence on airless planetary bodies. …”
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4773
The effect of nutrient transport downstream on food web stability in an experimental freshwater meta-ecosystem
Published 2025-01-01“…Recent spatial nutrient transport theory suggests that accumulation of nutrients downstream in riverine systems can amplify the magnitude of phytoplankton and zooplankton blooms and/or lead to competitive replacement of phytoplankton by less edible species, such as cyanobacteria. …”
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4774
Study of Shale Gas Source Rock S-Wave Structure Characteristics via Dense Array Ambient Noise Tomography in Zhangjiakou, China
Published 2025-01-01“…Employing a binary stratigraphic model, the study predicted shale content based on the velocity structure, with predictions exhibiting a moderate correlation (correlation coefficient of 0.58) with empirical data. …”
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4775
Research on the Evaluation of the Node Cities of China Railway Express Based on Machine Learning
Published 2025-06-01“…The Random Forest model outperformed comparative algorithms with 99.5% prediction accuracy (8.33% higher than conventional classification models), particularly in handling multi-dimensional interactions between urban development factors. …”
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4776
Friction power loss in ball bearings: Correlation with bearing skidding and cage motion stability
Published 2025-07-01“…This study introduces a prediction method for bearing friction power loss, focusing on the interplay of bearing skidding and cage motion stability on the tribological properties of ball bearings. …”
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4777
Pan-cancer analysis uncovered the prognostic and therapeutic value of disulfidptosis
Published 2025-02-01“…The nomogram based on the DRGs Score model could accurately predict the prognosis of patients with pan-cancer. …”
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4778
The effect of slab touchdown on anticrack arrest in propagation saw tests
Published 2025-06-01“…The analysis is provided in a comprehensive open-source model (<span class="uri">https://github.com/2phi/weac</span>, last access: 11 June 2025).…”
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4779
‘Out of the Tropics’ Sheds Light on Latitudinal Gradients in Clade Ages of Climbers, China
Published 2025-04-01“…A dataset including 2487 climbing species was used to quantify geographical patterns of MFA across China. Spatial regression analyses with information‐theoretical multi‐model selections were performed to estimate the importance of climatic variables. …”
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4780
Effects of Monsoon Circulation on Bedload Transport in the Qiongzhou Strait and Adjacent Seas Based on SCHISM
Published 2025-04-01“…This study quantitatively investigates monsoon-driven bedload sediment transport mechanisms in the Qiongzhou Strait using the SCHISM model, revealing three key findings: (1) Monsoon seasonality governs net sediment flux through contrasting hydrodynamic regimes, with the winter monsoon establishing spatially coherent westward transport pathways, while the summer monsoon induces counteracting flow patterns that suppress net transport. (2) Winter conditions exhibit opposing transport vectors between tidal and monsoon forcing at both strait entrances, with monsoon dominance at the western entrance contrasting tidal predominance in the eastern sector. (3) Summer monsoon–tide hydrodynamic decoupling results in transport magnitudes ≤ 10% of tidal-driven quantities across critical cross-sections. …”
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