Median Absolute Deviation. Values outside of median ± 3 σ_MAD are rejected. The σ_MAD is calculated as follows:
See http://en.wikipedia.org/wiki/Median_absolute_deviation for more information about the Mean Absolute Deviation. Examples for the io.ini file:
#include <FilterMAD.h>
Public Member Functions | |
FilterMAD (const std::vector< std::string > &vec_args, const std::string &name) | |
virtual void | process (const unsigned int ¶m, const std::vector< MeteoData > &ivec, std::vector< MeteoData > &ovec) |
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WindowedFilter (const std::string &name) | |
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virtual | ~FilterBlock () |
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virtual | ~ProcessingBlock () |
std::string | getName () const |
const ProcessingProperties & | getProperties () const |
const std::string | toString () const |
Additional Inherited Members | |
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enum | Centering { left, center, right } |
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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... | |
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 too 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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FilterBlock (const std::string &filter_name) | |
protected constructor only to be called by children More... | |
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ProcessingBlock (const std::string &name) | |
protected constructor only to be called by children More... | |
void | convert_args (const size_t &min_nargs, const size_t &max_nargs, const std::vector< std::string > &vec_args, std::vector< double > &dbl_args) const |
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static unsigned int | get_centering (std::vector< std::string > &vec_args) |
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static void | extract_dbl_vector (const unsigned int ¶m, const std::vector< MeteoData > &ivec, std::vector< double > &ovec) |
static void | extract_dbl_vector (const unsigned int ¶m, const std::vector< const MeteoData * > &ivec, std::vector< double > &ovec) |
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static bool | is_soft (std::vector< std::string > &vec_args) |
static void | readCorrections (const std::string &filter, const std::string &filename, const char &c_type, const double &init, std::vector< double > &corrections) |
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Duration | min_time_span |
Centering | centering |
size_t | last_start |
size_t | last_end |
size_t | min_data_points |
bool | is_soft |
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ProcessingProperties | properties |
const std::string | block_name |
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static const double | soil_albedo = .23 |
static const double | snow_albedo = .85 |
static const double | snow_thresh = .1 |
parametrize the albedo from HS More... | |
mio::FilterMAD::FilterMAD | ( | const std::vector< std::string > & | vec_args, |
const std::string & | name | ||
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virtual |
Implements mio::WindowedFilter.