Tukey 53H method.
A smooth time sequence is generated from the median, substracted from the original signal and compared with the standard deviation. see "Despiking Acoustic Doppler Velocimeter Data", Derek G. Goring and Vladimir L. Nikora, Journal of Hydraulic Engineering, 128, 1, 2002 The deviation factor coeffecient is currently hard-coded as k=1.5. It takes as arguments all the window parameters as defined in WindowedFilter::setWindowFParams().
TA::filter1 = Tukey
TA::arg1::soft = TRUE
TA::arg1::centering =
leftTA::arg1::MIN_PTS = 1
TA::arg1::MIN_SPAN = 1800 ;ie 1800 seconds time span
for the
left leaning window
RH::filter1 = Tukey
RH::arg1::MIN_PTS = 10
RH::arg1::MIN_SPAN = 600 ;strictly centered window spanning 600 seconds and at least 10 points
@ left
left centered window
Definition: WindowedFilter.h:38
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| | FilterTukey (const std::vector< std::pair< std::string, std::string > > &vecArgs, const std::string &name, const Config &cfg) |
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| virtual void | process (const unsigned int ¶m, const std::vector< MeteoData > &ivec, std::vector< MeteoData > &ovec) |
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| virtual void | process (const unsigned int ¶m, const std::vector< MeteoData > &ivec, std::vector< MeteoData > &ovec)=0 |
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| virtual | ~ProcessingBlock () |
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| virtual void | process (const unsigned int ¶m, const std::vector< MeteoData > &ivec, std::vector< MeteoData > &ovec)=0 |
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| virtual void | process (Date &dateStart, Date &dateEnd) |
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| std::string | getName () const |
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| const ProcessingProperties & | getProperties () const |
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| const std::string | toString () const |
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| bool | skipStation (const std::string &station_id) const |
| | Should the provided station be skipped in the processing? More...
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| bool | noStationsRestrictions () const |
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| const std::vector< DateRange > | getTimeRestrictions () const |
| |
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| enum | Centering { left
, center
, right
} |
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| static void | readCorrections (const std::string &filter, const std::string &filename, std::vector< double > &X, std::vector< double > &Y) |
| | Read a data file structured as X Y value on each lines. More...
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| static void | readCorrections (const std::string &filter, const std::string &filename, std::vector< double > &X, std::vector< double > &Y1, std::vector< double > &Y2) |
| | Read a data file structured as X Y1 Y2 value on each lines. More...
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| |
| static std::vector< double > | readCorrections (const std::string &filter, const std::string &filename, const size_t &col_idx, const char &c_type, const double &init) |
| | Read a correction file applicable to repeating time period. More...
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| |
| static std::vector< offset_spec > | readCorrections (const std::string &filter, const std::string &filename, const double &TZ, const size_t &col_idx=2) |
| | Read a correction file, ie a file structured as timestamps followed by values on each lines. More...
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| |
| static std::map< std::string, std::vector< DateRange > > | readDates (const std::string &filter, const std::string &filename, const double &TZ) |
| | Read a list of date ranges by stationIDs from a file. More...
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| | WindowedFilter (const std::vector< std::pair< std::string, std::string > > &vecArgs, const std::string &name, const Config &cfg, const bool &skipWindowParams=false) |
| | Construct a WindowedFilter Object. This is for filters that require a certain window of data. More...
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| void | setWindowFParams (const std::vector< std::pair< std::string, std::string > > &vecArgs) |
| | Parse the arguments in order to retrieve the user parameters for the data window. The following parameters are recognized: More...
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| const std::vector< const MeteoData * > & | get_window (const size_t &index, const std::vector< MeteoData > &ivec) |
| | A function that cuts out the desired window for the 'index' element within ivec, the window elements are stored into vec_window Calls to this function have to start with index 0, then 1, 2, 3, ... vec_window is not allowed to be changed between two calls. More...
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| bool | get_window_specs (const size_t &index, const std::vector< MeteoData > &ivec, size_t &start, size_t &end) const |
| | A function that computes the start and end for a window for the 'index' element from ivec The principle is to compute the first index that matches the minimum number of points criteria, and the one that matches the minimum time window, then combine them (with the equivalent of OR: we take the MIN index). Afterward, we compute the last index [...] for number of points and the last index [...] for the time window and combine them (with the equivalent of OR: we take the MIN index) or vice versa for right centering. More...
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| | ProcessingBlock (const std::vector< std::pair< std::string, std::string > > &vecArgs, const std::string &name, const Config &cfg) |
| | protected constructor only to be called by children More...
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| static void | extract_dbl_vector (const unsigned int ¶m, const std::vector< MeteoData > &ivec, std::vector< double > &ovec) |
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| static void | extract_dbl_vector (const unsigned int ¶m, const std::vector< const MeteoData * > &ivec, std::vector< double > &ovec) |
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| Duration | min_time_span |
| | This is filled in the constructor by calling setWindowFParams. More...
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| Centering | centering |
| | This is filled in the constructor by calling setWindowFParams. More...
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| size_t | min_data_points |
| | This is filled in the constructor by calling setWindowFParams. More...
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| size_t | last_start |
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| size_t | last_end |
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| bool | is_soft |
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| const std::set< std::string > | excluded_stations |
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| const std::set< std::string > | kept_stations |
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| const std::vector< DateRange > | time_restrictions |
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| ProcessingProperties | properties |
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| const std::string | block_name |
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| static const double | soil_albedo = .23 |
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| static const double | snow_albedo = .85 |
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| static const double | snow_thresh = .1 |
| | parametrize the albedo from HS More...
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Public Member Functions inherited from mio::ProcessingBlock
1.9.4