Universal Kriging for Accurate Shadow Fading Modeling in LOS/NLOS Conditions
IEEE Open Journal of Antennas and PropagationTraditional path loss (PL) models often fail to capture the spatial characteristics of wireless channels in environments combining line-of-sight (LOS) and non-line-of-sight (NLOS) conditions, where shadow fading exhibits clear spatial non-stationarity ...
Melissa E. Diago-Mosquera +2 more
doaj +1 more source
Remote sensing aided spatial prediction of forest stem volume [PDF]
, 2003 Modern technology such as the Global Positioning System (GPS) and Geographical Information Systems (GIS) provide new opportunities for forest inventory.
Jörgen Wallerman, Wallerman, Jörgen
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Spatial Estimation Using Universal Kriging with Training Images [PDF]
, 2014 International audienceUniversal kriging relies on a random function model formulation whereby the regionalized variable is decomposed into a trend and residual component. While the theory is well established, the actual practice of UK remains challenging
Romary, Thomas, Caers, Jeff, Li, Lewis
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Interpolation and Synthesis of Sparse Samples in Exoplanet Atmospheric Modeling
The Planetary Science JournalThis paper highlights methods from geostatistics that are relevant to the interpretation, intercomparison, and synthesis of atmospheric model data, with a specific application to exoplanet atmospheric modeling.
Jacob Haqq-Misra +3 more
doaj +1 more source
Penerapan Metode Interpolasi Spasial Universal Kriging Menggunakan Semivariogram Spherical Dan Pentaspherical (Studi Pada Data Curah Hujan Bulan Maret 2017 di Malang Raya) [PDF]
, 2018 Hujan merupakan proses kondensasi uap air di atmosfer menjadi butir air yang akhirnya jatuh ke permukaan bumi. Pengukuran tingkat curah hujan dilakukan dengan melakukan pengamatan pada masing-masing pos stasiun hujan di Malang Raya.
Fathurrachman, Billy
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Space filling and locally optimal designs for Gaussian Universal Kriging [PDF]
, 2010 Computer simulations are often used to replace physical experiments aimed at exploring the complex relationships between input and output variables. Undoubtedly, computer experiments have several advantages over real ones, however, when the response ...
ZAGORAIOU, MAROUSSA +1 more
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Satellite-Based NO2 and Model Validation in a National Prediction Model Based on Universal Kriging and Land-Use Regression. [PDF]
Environ Sci Technol, 2016 Young MT +6 more
europepmc +1 more source
Algorithms for Improving the Designs of Building Universal Kriging Models
Statistics, Optimization & Information ComputingKriging models (KMs) have been used popularly in the analysis of computer experiments (CEs). Fast-running alternative models for computationally demanding computer codes (CC) are created through Kriging models. To predict the CC response at untested observations using the values at observed points, the design points should be carefully selected.
Shaymaa M. Younus +2 more
openaire +1 more source
Spatial prediction of wind farm outputs for grid integration using the augmented Kriging-based model [PDF]
, 2012 textWind generating resources have been increasing more rapidly than any other renewable generating resources. Wind power forecasting is an important issue for deploying higher wind power penetrations on power grids.
Hur, Jin, 1973-
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National PM2.5 spatiotemporal model integrating intensive monitoring data and land use regression in a likelihood-based universal kriging framework in the United States: 2000-2019. [PDF]
Environ PollutWang M +6 more
europepmc +1 more source