correlation scale
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Sensors ◽  
2021 ◽  
Vol 21 (23) ◽  
pp. 8067
Author(s):  
Zhihong Liao ◽  
Bin Xu ◽  
Junxia Gu ◽  
Chunxiang Shi

Sea surface temperature (SST) is critical for global climate change analysis and research. In this study, we used visible and infrared scanning radiometer (VIRR) sea surface temperature (SST) data from the Fengyun-3C (FY-3C) satellite for SST analysis, and applied the Kalman filtering methods with oriented elliptic correlation scales to construct SST fields. Firstly, the model for the oriented elliptic correlation scale was established for SST analysis. Secondly, observation errors from each type of SST data source were estimated using the optimal matched datasets, and background field errors were calculated using the model of oriented elliptic correlation scale. Finally, the blended SST analysis product was obtained using the Kalman filtering method, then the SST fields using the optimum interpolation (OI) method were chosen for comparison to validate results. The quality analysis for 2016 revealed that the Kalman analysis with a root-mean-square error (RMSE) of 0.3243 °C had better performance than did the OI analysis with a RMSE of 0.3911 °C, which was closer to the OISST product RMSE of 0.2897 °C. The results demonstrated that the Kalman filtering method with dynamic observation error and background error estimation was significantly superior to the OI method in SST analysis for FY-3C SST data.


2021 ◽  
Vol 26 (282) ◽  
pp. 30-43
Author(s):  
Dérrick Patrick Artioli ◽  
Gladson Ricardo Flor Bertolini

Introduction: In assessing patients with a stroke sequel, tonic and postural changes are generally evaluated, but other important information, such as functional capacity, risk of falls, and gait, should also be taken into account. Objective: To correlate the impairment level determined by Brunnstrom's scale, the results of functional tests and analyze the characteristics of the sample as being affected by comorbidities, time and number of strokes occurred. Methods: Cross-sectional evaluation of 50 patients (convenience) at a center of public rehabilitation, using Brunnstrom's scale  (1-6, better limb ability closer to 6), Time Up and Go (TUG) (significant mobility deficit and in risk of falls above 20 seconds), Upright Motor Control Test (UMCT) (1-3, bellow 3 are household walkers), Step Test (ST) (disparity between member refers to slower individuals), registration of comorbidity and the time since the stroke happened and the number of episodes. Results: Grade "4" rated for upper and lower limbs by Brunnstrom's Scale, achieving over 20 seconds in TUG, level 2 in UMCT, and commitment of paretic member related to non-paretic on the ST (p<0.01). There was no influence of the time or number of strokes suffered. The main associations found were hypertension, diabetes, and dyslipidemia. Conclusion: The Brunnstrom's scale appointed moderate level function impairment for upper and lower limbs. Wherein association with functional tests determines slower and vulnerable individuals, with disability in changing the load support between members, neuromuscular control and balance deficit, fall risk and compromised walking ability.


2020 ◽  
Vol 50 (12) ◽  
pp. 3425-3438 ◽  
Author(s):  
Robert Pinkel

AbstractThe irregular nature of vertical profiles of density in the thermocline appears well described by a Poisson process over vertical scales 2–200 m. To what extent does this view of the thermocline conflict with established models of the internal wavefield? Can a one-parameter Poisson subrange be inserted between the larger-scale wavefield and the microscale field of intermittent turbulent dissipation, both of which require many parameters for their specification? It is seen that a small modification to the Poisson vertical correlation function converts it to the corresponding correlation function of the Garrett–Munk (GM) internal wave spectral model. The linear scaling relations and vertical wavenumber dependencies of the GM model are maintained provided the Poisson constant κ0 is equated with the ratio of twice the displacement variance to the vertical correlation scale of the wavefield. Awareness of this Poisson wavefield relation enables higher-order strain statistics to be determined directly from the strain spectrum. Using observations from across the Pacific Ocean, the average Thorpe scale of individual overturning events is found to be nearly equal to the inverse of κ0, the metric of background thermocline distortion. If the fractional occurrence of overturning ϕ is introduced as an additional parameter, a Poisson version of the Gregg–Henyey relationship can be derived. The Poisson constant, buoyancy frequency, and ϕ combine to create a complete parameterization of energy transfer from internal wave scales through the Poisson subrange to dissipation. An awareness of the underlying Poisson structure of the thermocline will hopefully facilitate further improvement in both internal wave spectral models and ocean mixing parameterizations.


2020 ◽  
Vol 13 (3) ◽  
pp. 243-252
Author(s):  
Yun-xiao Mu ◽  
Lei Zhu ◽  
Tong-qing Shen ◽  
Meng Zhang ◽  
Yuan-yuan Zha

Galaxies ◽  
2020 ◽  
Vol 8 (3) ◽  
pp. 56
Author(s):  
Luke Chamandy ◽  
Anvar Shukurov

Galactic dynamo models take as input certain parameters of the interstellar turbulence, most essentially the correlation time τ, root-mean-square turbulent speed u, and correlation scale l. However, these quantities are difficult, or, in the case of τ, impossible, to directly observe, and theorists have mostly relied on order of magnitude estimates. Here we present an analytic model to derive these quantities in terms of a small set of more accessible parameters. In our model, turbulence is assumed to be driven concurrently by isolated supernovae (SNe) and superbubbles (SBs), but clustering of SNe to form SBs can be turned off if desired, which reduces the number of model parameters by about half. In general, we find that isolated SNe and SBs can inject comparable amounts of turbulent energy into the interstellar medium, but SBs do so less efficiently. This results in rather low overall conversion rates of SN energy into turbulent energy of ∼1–3%. The results obtained for l, u and τ for model parameter values representative of the Solar neighbourhood are consistent with those determined from direct numerical simulations. Our analytic model can be combined with existing dynamo models to predict more directly the magnetic field properties for nearby galaxies or for statistical populations of galaxies in cosmological models.


2016 ◽  
Vol 82 (2) ◽  
Author(s):  
Brett D. Keenan ◽  
Mikhail V. Medvedev

Magnetized high-energy-density plasmas can often have strong electromagnetic fluctuations whose correlation scale is smaller than the electron Larmor radius. Radiation from the electrons in such plasmas – which markedly differs from both synchrotron and cyclotron radiation – is tightly related to their energy and pitch-angle diffusion. In this paper, we present a comprehensive theoretical and numerical study of particle transport in cold, ‘small-scale’ Whistler-mode turbulence and its relation to the spectra of radiation simultaneously produced by these particles. We emphasize that this relation is a superb diagnostic tool of laboratory, astrophysical, interplanetary and solar plasmas with a mean magnetic field and strong small-scale turbulence.


Author(s):  
Andrey Yu. Ambos ◽  
Gennady A. Mikhailov

AbstractA methodology of efficient homogenization of a radiation model for a stochastic media is developed. In this connection, ‘realistic’ computational models of random fields are constructed, implementations of those fields are close to continuous ones, and the conditional one-dimensional distribution in the nonempty part of the medium is quite natural. It is shown that the corresponding homogenized probability of the passage of a quantum particle is actually determined by the correlation scale and the occupancy of the medium and also by the above conditional distribution.


2014 ◽  
Vol 53 (13) ◽  
pp. 2924 ◽  
Author(s):  
Mingliang Chen ◽  
Enrong Li ◽  
Shensheng Han

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