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1. Rees spatial distribution of dune sands reveals differences of regional surface processes in the Taklamakan desert NSTL国家科技图书文献中心

Chen, Li |  Zhang, Feng -  《Catena》 - 2025,254 - 共16页

摘要:The spatial heterogeneity of the sediment |  opportunity to investigate the spatial differentiation of |  surface processes can offer a novel perspective on |  uniform spatial distribution from the desert for rare |  influenced by the spatial differences in the local wind
关键词: Dune sand |  Rare earth elements |  Spatial heterogeneity |  Surface processes |  Provenance |  Chemical weathering

2. An interpretable and transferable model for shallow landslides detachment combining spatial Poisson point processes and generalized additive models NSTL国家科技图书文献中心

Giulia Patane |  Teresa Bortolotti... -  《Stochastic environmental research and risk assessment》 - 2025,39(4) - 1723~1740 - 共18页

摘要: within a valley is modelled as a spatial Poisson point | Shallow landslides are rapidly moving and |  strongly dangerous slides. In the present work, the |  probabilistic distribution of the landslide detachment points |  process, whose intensity depends on geophysical
关键词: Spatial Poisson point processes |  Shallow landslides |  GAM |  Interpretability |  Transferability |  Bootstrap

3. Species-Specific Traits Shape Genetic Diversity During an Expansion-Contraction Cycle and Bias Demographic History Reconstruction NSTL国家科技图书文献中心

Vishwakarma, Ravi |  Sgarlata, Gabriele M...... -  《Molecular ecology》 - 2025,34(1) - n/a~n/a - 共18页

摘要: examines the genetic consequences of spatial processes |  habitat changes. Using spatial simulations and a simpler | Species ranges are dynamic, experiencing |  expansions, contractions or shifts in response to habitat |  changes driven by extrinsic factors such as climate
关键词: demographic history |  dispersal |  glacial cycle |  life-history traits |  refugium |  spatial processes |  life‐history traits

4. Hyperspectral Image Classification Using Spectral-Spatial Dual Random Fields With Gaussian and Markov Processes NSTL国家科技图书文献中心

Yaqiu Zhang |  Lizhi Liu... -  《IEEE journal of selected topics in applied earth observations and remote sensing》 - 2025,18 - 4199~4212 - 共14页

摘要: utilized to model the spatial prior within the function | This article presents a novel hyperspectral |  image (HSI) classification approach that integrates |  the sparse inducing variational Gaussian process |  (SIVGP) with a spatially adaptive Markov random field
关键词: Computational modeling |  Uncertainty |  Atmospheric modeling |  Vectors |  Indexes |  Markov random fields |  Classification algorithms |  Bayes methods |  Accuracy |  Random variables

5. Validation of spatial accuracy with high-speed imaging to support in situ flaw detection for laser directed energy deposition processes NSTL国家科技图书文献中心

Dieter De Baere |  Jorge Sanchez-Medina... -  《Journal of laser applications》 - 2025,37(1) - 12012.1~12012.8 - 共8页

摘要: the spatial absolute accuracy of these signals from |  validation of the spatial accuracy of the in situ |  in this paper to evaluate the spatial accuracy | The application of in situ monitoring systems |  for part quality verification or process
关键词: in situ monitoring |  directed energy deposition (DED) |  synchronization accuracy |  image registration |  calibration framework

6. Incorporating spatial diffusion into models of bursty stochastic transcription NSTL国家科技图书文献中心

Christopher E.Miles -  《Journal of the Royal Society Interface》 - 2025,22(TN.225) - 0739~16 - 共16页

摘要: inherent in spatial stochastic processes,tools for |  and spatial at the molecular scale,with messenger |  export.Consequently,the spatial distributions of these molecules |  now-available subcellular spatial resolution down to |  studying these subcellular spatial patterns are still
关键词: gene expression |  stochastic processes |  spatial transcriptomics |  modelling and inference

7. Spatial distribution and formation mechanisms of high-iodine groundwater throughout China NSTL国家科技图书文献中心

Li, Junxia |  Zhao, Shilin... -  《Earth-Science Reviews》 - 2025,265 - 共12页

摘要: spatial distribution characteristics of high-iodine |  biogeochemical processes responsible for iodine enrichment in |  hydrogeological processes (i.e., evaporation concentration |  biogeochemical processes, including iodate reduction by iodate | High-iodine groundwater poses a severe
关键词: Iodine |  Groundwater |  Spatial distribution |  Hydro-biogeochemical processes |  Mobilization and enrichment

8. Backpropagation-based inference for spatial interpolation to estimate the blastability index in an open pit mine NSTL国家科技图书文献中心

Hajlaoui Y. |  Labib R.... -  《Computers & geosciences》 - 2025,194(Jan.) - 1.1~1.15 - 共15页

摘要: multiple depths for new areas using only spatial |  drilled holes. Spatial interpolation techniques are |  Gaussian Processes (GPs) and Inverse Distance Weighting |  appropriate fit between the data and the spatial component | © 2024 Elsevier LtdThe blastability index (BI
关键词: Back-propagation |  Blastability index |  Gaussian processes |  Inverse distance weighting |  Machine learning |  Neural networks |  Spatial interpolation

9. Distribution, emission, and cycling processes of carbon monoxide in the tropical open ocean NSTL国家科技图书文献中心

Ji X. |  Zhao M.-L.... -  《Marine chemistry》 - 2025,268(Jan.) - 1.1~1.9 - 共9页

摘要: processes of CO in the Eastern Indian Ocean (EIO) and |  rapid microbial consumption. The spatial distribution | © 2024 Elsevier B.V.The carbon monoxide (CO | ) cycle in the marine mixed layer determines its |  emissions to the atmosphere and subsequently affects
关键词: Carbon monoxide |  Sea-air exchange |  Source-sink processes |  Spatial distribution

10. Flexible Modeling of Nonstationary Extremal Dependence using Spatially Fused LASSO and Ridge Penalties NSTL国家科技图书文献中心

Shao, Xuanjie |  Hazra, Arnab... -  《Technometrics》 - 2025,67(1) - 97~111 - 共15页

摘要: spatial extremal dependence structure is challenging | . Parametric max-stable processes (MSPs) are common choices |  the spatial domain divided into a fine grid of | Statistical modeling of a nonstationary |  for modeling spatially indexed block maxima, where
关键词: Dependence regularization |  Domain partitioning |  Max-stable processes |  Nonstationary extremal dependence |  Spatial extremes |  Temperature
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