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rdm-software
SaQC
Commits
572c401e
Commit
572c401e
authored
4 years ago
by
Peter Lünenschloß
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Update FormalDescriptions.md
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!193
Release 1.4
,
!188
Release 1.4
,
!78
doc-string doc of test functionality
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...
...
@@ -7,6 +7,7 @@ A collection of detailed mathematical descriptions.
-
[
spikes_flagRaise
](
#spikes_flagraise
)
-
[
spikes_flagSpektrumBased
](
#spikes_flagspektrumbased
)
-
[
breaks_flagSpektrumBased
](
#breaks_flagspektrumbased
)
-
[
sm_flagConstants
](
#sm_flagconstants
)
## spikes_flagRaise
...
...
@@ -71,4 +72,15 @@ A value $`x_k`$ of a time series $`x_t`$ with timestamps $`t_i`$, is considered
5.
The ratio (this/next) of the second derivatives is sufficiently height:
$
`|\frac{x''_{k}}{x''_{k+1}}| > `
$
`scnd_der_ratio_margin_2`
\ No newline at end of file
$
`|\frac{x''_{k}}{x''_{k+1}}| > `
$
`scnd_der_ratio_margin_2`
## sm_flagConstants
Any set of consecutive values
$
`x_k,..., x_{k+n}`
$, of a time series $
`x`
$ is flagged, if:
1.
$
`n > `
$
`window`
2.
$
`\sigma(x_k, x_{k+1},..., x_{k+n}) < `
$
`thresh`
3.
$
`\max(x'_{k-n-s}, x'_{k-n-s+1},..., x'_{k-n+s}) \geq`
$
`deriv_min`
, with $
`s`
$ denoting periods per
`precipitation_window`
4.
$
`\min(x'_{k-n-s}, x'_{k-n-s+1},..., x'_{k-n+s}) \leq`
$
`deriv_max`
, with $
`s`
$ denoting periods per
`precipitation_window`
5.
$
`\mu(x_k, x_{k+1},..., x_{k+n}) \le \max(x) \cdot`
$
`tolerance`
\ No newline at end of file
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