MeteoIODoc  MeteoIODoc-2.9.0
mio::FilterTukey Class Reference

Detailed Description

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 = left
TA::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

#include <FilterTukey.h>

Public Member Functions

 FilterTukey (const std::vector< std::pair< std::string, std::string > > &vecArgs, const std::string &name)
 
virtual void process (const unsigned int &param, const std::vector< MeteoData > &ivec, std::vector< MeteoData > &ovec)
 
- Public Member Functions inherited from mio::ProcessingBlock
virtual ~ProcessingBlock ()
 
virtual void process (Date &dateStart, Date &dateEnd)
 
std::string getName () const
 
const ProcessingPropertiesgetProperties () const
 
const std::string toString () const
 
bool skipStation (const std::string &station_id) const
 
bool noStationsRestrictions () const
 

Additional Inherited Members

- Public Types inherited from mio::WindowedFilter
enum  Centering { left, center, right }
 
- Static Public Member Functions inherited from mio::ProcessingBlock
static void readCorrections (const std::string &filter, const std::string &filename, std::vector< double > &X, std::vector< double > &Y)
 
static void readCorrections (const std::string &filter, const std::string &filename, std::vector< double > &X, std::vector< double > &Y1, std::vector< double > &Y2)
 
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)
 
static std::vector< offset_specreadCorrections (const std::string &filter, const std::string &filename, const double &TZ, const size_t &col_idx=2)
 
static std::map< std::string, std::vector< dates_range > > readDates (const std::string &filter, const std::string &filename, const double &TZ)
 
static std::set< std::string > initStationSet (const std::vector< std::pair< std::string, std::string > > &vecArgs, const std::string &keyword)
 
- Protected Member Functions inherited from mio::WindowedFilter
 WindowedFilter (const std::vector< std::pair< std::string, std::string > > &vecArgs, const std::string &name, const bool &skipWindowParams=false)
 Construct a WindowedFilter Object. This is for filters that require a certain window of data. More...
 
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...
 
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...
 
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...
 
- Protected Member Functions inherited from mio::ProcessingBlock
 ProcessingBlock (const std::vector< std::pair< std::string, std::string > > &vecArgs, const std::string &name)
 protected constructor only to be called by children More...
 
- Static Protected Member Functions inherited from mio::ProcessingBlock
static void extract_dbl_vector (const unsigned int &param, const std::vector< MeteoData > &ivec, std::vector< double > &ovec)
 
static void extract_dbl_vector (const unsigned int &param, const std::vector< const MeteoData *> &ivec, std::vector< double > &ovec)
 
- Protected Attributes inherited from mio::WindowedFilter
Duration min_time_span
 This is filled in the constructor by calling setWindowFParams. More...
 
Centering centering
 This is filled in the constructor by calling setWindowFParams. More...
 
size_t min_data_points
 This is filled in the constructor by calling setWindowFParams. More...
 
size_t last_start
 
size_t last_end
 
bool is_soft
 
- Protected Attributes inherited from mio::ProcessingBlock
const std::set< std::string > excluded_stations
 
const std::set< std::string > kept_stations
 
ProcessingProperties properties
 
const std::string block_name
 
- Static Protected Attributes inherited from mio::ProcessingBlock
static const double soil_albedo = .23
 
static const double snow_albedo = .85
 
static const double snow_thresh = .1
 parametrize the albedo from HS More...
 

Constructor & Destructor Documentation

◆ FilterTukey()

mio::FilterTukey::FilterTukey ( const std::vector< std::pair< std::string, std::string > > &  vecArgs,
const std::string &  name 
)

Member Function Documentation

◆ process()

void mio::FilterTukey::process ( const unsigned int &  param,
const std::vector< MeteoData > &  ivec,
std::vector< MeteoData > &  ovec 
)
virtual

Implements mio::WindowedFilter.


The documentation for this class was generated from the following files: