They have done an extensive study of
spatial correlation in part 1 of their study.
There is lots of
spatial correlation in the data.
Not exact matches
«On the basis of time and
spatial correlations, we conclude the DFW sequence may be the result of fluid injection at the SWD [saltwater - disposal] well,» they wrote
in a paper published
in March 2010
in The Leading Edge.
Application of an external electric field to the crystal sets the electrons
in motion, again strongly influenced by the
spatial correlations among all electrons.
The results showed that the
spatial correlation between earthquakes and wastewater injection volume indeed decreased
in 2016.
«When we compared the
spatial correlation using datasets that include only magnitude 3 - plus earthquakes, there was no change,» said Pollyea, adding that a larger reduction
in wastewater injection volumes is needed to reduce the dangers of large magnitude earthquakes.
In particular, Brillouin optical
correlation - domain reflectometry (BOCDR), which operates based on the
correlation control of continuous lightwaves, is known to be an intrinsically one - end - access distributed sensing technique with high
spatial resolution (< 1 cm).
In addition, the Honeycomb Maze enables researchers to study the correlation of spatial navigation performance with the activity of place cells in the hippocampus where there is a map of an animal's location in spac
In addition, the Honeycomb Maze enables researchers to study the
correlation of
spatial navigation performance with the activity of place cells
in the hippocampus where there is a map of an animal's location in spac
in the hippocampus where there is a map of an animal's location
in spac
in space.
The study reports that glaciers flowing to the coast on the western side of the Peninsula show a distinct
spatial correlation with ocean temperature patterns, with those
in the south retreating rapidly but those
in the north showing little change.
The latter provides a more complete representation of the Arctic by taking
spatial correlation into account through an extrapolating / interpolating
in space.
In addition, temporal [17] and spatial [16,17] correlations between increased levels of HIF - 1α, the regulatory subunit of HIF - 1, and increased VEGF expression have been shown, indicating that HIF - 1 may control the expression of VEGF in the retina under hypoxic condition
In addition, temporal [17] and
spatial [16,17]
correlations between increased levels of HIF - 1α, the regulatory subunit of HIF - 1, and increased VEGF expression have been shown, indicating that HIF - 1 may control the expression of VEGF
in the retina under hypoxic condition
in the retina under hypoxic conditions.
The chemical composition of these decay products
in relation to the substrate material, the various conservation and restoration historic phases is discussed along with their
spatial distribution on the monument's surfaces and also
in correlation with environmental and climatic data.
We checked the validity of the assumed covariance model for
spatial correlation using the Monte Carlo algorithm and empirical semi-variogram as described
in Supplementary File 1.
We first demonstrate less variability of global Pearson
correlations with respect to the two chosen networks using a sliding - window approach during WM task compared to rest; then we show that the macroscopic decrease
in variations
in correlations during a WM task is also well characterized by the combined effect of a reduced number of dominant CAPs, increased
spatial consistency across CAPs, and increased fractional contributions of a few dominant CAPs.
The
spatial smoothness of T2 * images was greater at 3 T by less than 1 mm, suggesting that the greater extent of activation at 3 T beyond these
spatial scales was not due primarily to increased intrinsic
spatial correlations at 3 T. Rather, the increase
in percentage of voxels activated reflects increased sensitivity for detection of brain activation at higher field strength.
We found no evidence of population structure and little evidence of
spatial autocorrelation of parasite genotypes (
correlation coefficients < 0.03 among parasite pairs
in distance classes of 1 km, 2 km and 5 km; p value < 0.01).
One index capturing this could be the
correlation between the
spatial patterns
in OLR and the surface IR flux over time (figure below taken from Benestad (2016)-RRB-.
in my paper indicates that the d - o - f of all the fields is significantly less (and sometimes much, much less) than what you would get
in the zero
spatial correlation case.
The latter provides a more complete representation of the Arctic by taking
spatial correlation into account through an extrapolating / interpolating
in space.
To test that I varied the data sources, the time periods used, the importance of
spatial auto -
correlation on the effective numbers of degree of freedom, and most importantly, I looked at how these methodologies stacked up
in numerical laboratories (GCM model runs) where I knew the answer already.
The
spatial patterns of our emission fluxes and observed methane — propane
correlations indicate that fossil fuel extraction and refining are major contributors (45 ± 13 %)
in the south - central United States.»
First of all, the observed changes
in global mean temperatures are more easily calculated
in terms of anomalies (since anomalies have much greater
spatial correlation than absolute temperatures).
What is lacking is mainly the
correlation between the models and real world
in local and regional weather but this is also ever improving as the model time and
spatial resolution improves.
It is striking to what extent they resemble the
spatial pattern seen
in the AR4 ensemble free - running version rather than the initiallised forecast, though there are also some
correlations there too (for instance, west of the Antarctic peninsula, related to the ozone - hole and GHG related increase
in the Southern Annular Mode).
Degrees of freedom is commonly used
in statistics, but can also describe how much information you really need to describe something after stripping away redundant information (
spatial correlation).
This
spatial pattern is consistent with the air temperature — North Atlantic Oscillation (NAO) index
correlation pattern, with maximum
correlation in the near - Atlantic region, which decays toward the North Pacific.
Arthur Smith argues that the
spatial correlation of ENSO is evidence against chaos, because chaotic systems can not (
in Arthur's eyes) produce structures which correlate across large scales.
Under spatio - temporal chaos,
correlations in the
spatial dimension similarly decay exponentially with their own exponents.
But I suppose we can leave that to a study of the proper way of calculating a error due to
spatial coverage, that error will be a function (at least
in the math I've seen) involving the
spatial correlation which varies considerably.
They calculated the so - called shape asymmetries from the seismic data and found each coefficient was essentially zero at activity minimum and rose
in precise
spatial correlation with rising surface activity, as measured using Ca II K data from Big Bear Solar Observatory.
Over time, these relationships vary
in magnitude and
spatial extent with the sign of the
correlation changing between two 50 - year epochs.
Linear statistics were used first: area - averaged and Australia - wide
spatial correlations of STR intensity and position with precipitation
in south - west eastern Australia reveal that STR intensity has a much stronger and more widespread relationship with precipitation
in both seasons.
In the past couple of years at BEST, has there been any opportunity yet to look into clustering effects on your
spatial model, i.e.,
correlation function.
Even with the generally large
spatial coherence and
correlation length scales of temperature anomalies at polar latitudes (e.g. Hansen et al. 1999; Chapman and Walsh 2007), none of the reconstruction methods can escape the basic limitation of few
in situ observations
in West Antarctica, and all exhibit less skill
in this region compared with other regions of the continent.
The
correlations are with the «mush», so any
spatial influence should be handled
in the averaging phase.
Dispersal, environmental
correlation, and
spatial synchrony
in population dynamics.
We show that the modes responsible for the tropospheric AOT variability
in the three datasets agree well
in terms of
correlation and
spatial patterns.
Temporal trends will exist
in those temporal series, meaning their
spatial correlation calculations are impacted by temporal trends.
The running text
in MBH98 stated: «Figure 3 shows the
spatial patterns of calibration β, and verification β and the squared
correlation statistic r2, demonstrating highly significant reconstructive skill over widespread regions of the reconstructed
spatial domain [emphasis added]» and later: «β [or RE] is a quite rigorous measure of the similarity between two variables... For comparison,
correlation (r) and squared -
correlation (r2) statistics are also determined.
I think there are technical issue with how BEST is computing the
correlation that is exacerbating the
spatial smearing problem
in their kriging function:
Even apart from the cherry picking issue, it is likely that these error bands do not take the
spatial correlations into account, which, with the much larger number of proxies, are more severe than
in Loehle and McC.
> clearly
in California, the
spatial correlation is poor, no?
You can see very close stations (
in California for exemple) showing different trends... so clearly
in California, the
spatial correlation is poor, no?
And this is what I had
in mind from previous discussions: a fairly large
spatial correlation, like the 800-1200 km that can be found
in the Hansen 1987 paper.
Part of the changes
in the
spatial correlations is expected to be due to convection and clouds, which too play a role for the GHG,
in addition to influencing the planetary albedo.
However, the analysis was designed to minimize such errors, as the
spatial correlation estimates are not sensitive to the absolute value but the changes
in the
spatial structure.
The
spatial correlation between the OLR and T (2m) 4 (
in degree Kelvin) estimated for each month over the period 1975 — 2002.
Pattern
correlation - based detection studies account for
spatial auto -
correlation implicitly by comparing the observed pattern
correlation with values that are realised
in long control simulations (see Wigley et al., 2000).
Pattern
correlations have been used because they are simple and are insensitive to errors
in the amplitude of the
spatial pattern of response and, if centred, to the global mean response.