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LSDCatchmentModel Class Reference

This object is used to model the hydrology, sediment transport and evolution of individual basins. More...

#include <LSDCatchmentModel.hpp>

Inheritance diagram for LSDCatchmentModel:
LSDRaster LSDModelDriver

Public Member Functions

 LSDCatchmentModel ()
 The default constructor. More...
 
 LSDCatchmentModel (string pname, string pfname)
 this constructor just reads the param file given by the path and filename. You must give the parameter file extension! More...
 
void initialise_model_domain_extents ()
 Initialises the size of the arrays holding the various model fields such as elevation, water depth etc.
 
void load_data ()
 Loads the required data files based on the parameters set in the parameter file. More...
 
void check_DEM_edge_condition ()
 Checks that there is a real terrain point on at least one side of the DEM and also counts the number of actual grid cells in the catchment. More...
 
void print_initial_values ()
 
std::vector< std::vector< float > > read_rainfalldata (std::string FILENAME)
 Loads the rainfall data file which is in a special format (headerless text file) More...
 
void ingest_graindata_from_file (std::string FILENAME)
 Reads in the grain data file, note, that this is not a raster and in a special format like the rainfall file. More...
 
void print_rainfall_data ()
 Prints the contents of the rainfall data for checking. More...
 
void save_raster_data (double tempcycle)
 Calls the various save functions depending on the data types to be saved (Raster Output) More...
 
bool does_file_exist (const std::string &filename)
 Checks to see if a file exists. More...
 
void parse_line (std::ifstream &infile, string &parameter, string &value)
 Parses lines in an input file for ingestion. More...
 
std::string RemoveControlCharactersFromEndOfString (std::string toRemove)
 Removes the end-of-line weird character mess that you get in Windows. More...
 
void initialise_variables (std::string pname, std::string pfname)
 reads data values from the parameter file into the relevant maps More...
 
void initialise_arrays ()
 initialises array sizes based on DEM dimensions More...
 
void call_erosion ()
 Wrapper function that calls the main erosion method. More...
 
void call_lateral ()
 Calls the lateral erosion method. More...
 
void set_time_counters ()
 
void set_loop_cycle ()
 
void set_inputoutput_diff ()
 
void set_global_timefactor ()
 
double set_local_timefactor ()
 
void increment_counters ()
 
void save_raster_output ()
 
void print_cycle ()
 
void write_output_timeseries (runoffGrid &runoff)
 
void local_landsliding (int local_landsliding_interval)
 
void slope_creep (int creep_time_interval_days, double creep_coeff)
 
void inchannel_landsliding (int inchannel_landsliding_interval_hours)
 
void grow_vegetation (int vegetation_growth_interval_hours)
 
void check_wetted_area (int scan_area_interval_iter)
 
void catchment_waterinputs (runoffGrid &runoff)
 
void initialise_rainfall_runoff (runoffGrid &runoff)
 
void initialise_drainage_area ()
 
void zero_and_calc_drainage_area ()
 Calculates the area and calls area4(). More...
 
void drainage_area_D8 ()
 Calculates the drainage area, after being called by get_area() More...
 
void get_catchment_input_points ()
 
void get_catchment_input_points (runoffGrid &runoff)
 
void output_data ()
 Writes the time series of catchment output data.
 
void output_data (double temptotal, runoffGrid &runoff)
 Writes the time series of catchment output data. More...
 
void zero_values ()
 Zeros certain arrays which have to be reset every timestep or every certain number of timesteps.
 
void sort_active (int x, int y)
 
double d50 (int index1)
 
double sand_fraction (int index1)
 
void addGS (int x, int y)
 
void slide_GS (int x, int y, double amount, int x2, int y2)
 
double mean_ws_elev (int x, int y)
 
double erode (double mult_factor)
 The main erosion routine. More...
 
void lateral3 ()
 carries out the lateral bank erosion. More...
 
void slide_3 ()
 
void slide_5 ()
 
void creep (double)
 
void soil_erosion (double time)
 
void soil_development ()
 
void set_fall_velocities ()
 Sets the fall velocities of suspended sediment. More...
 
void depth_update ()
 Updates the water depths (and susp sedi concentrations)
 
void flow_route ()
 Performs the water routing method. More...
 
void catchment_water_input_and_hydrology (double local_time_factor)
 
void catchment_water_input_and_hydrology (double local_time_factor, runoffGrid &runoff)
 
void topmodel_runoff (double cycle)
 
void topmodel_runoff (double cycle, runoffGrid &runoff)
 
void calchydrograph (double time)
 
void calchydrograph (double time, runoffGrid &runoff)
 
void evaporate (double time)
 
void scan_area ()
 
void water_flux_out ()
 
void count_catchment_gridcells ()
 
void grow_grass (double amount3)
 
void print_parameters ()
 
int get_imax () const
 
int get_jmax () const
 
double get_cycle () const
 
int get_maxcycle () const
 
bool is_hydro_only () const
 
- Public Member Functions inherited from LSDRaster
 LSDRaster ()
 The create function. This is default and throws an error.
 
 LSDRaster (string filename, string extension)
 Create an LSDRaster from a file. Uses a filename and file extension. More...
 
 LSDRaster (int nrows, int ncols, float xmin, float ymin, float cellsize, float ndv, Array2D< float > data)
 Create an LSDRaster from memory. More...
 
 LSDRaster (int nrows, int ncols, double xmin, double ymin, double cellsize, double ndv, Array2D< double > data)
 Create an LSDRaster from memory, with the elvation data stored as double precision floats. More...
 
 LSDRaster (int nrows, int ncols, float xmin, float ymin, float cellsize, float ndv, Array2D< float > data, map< string, string > temp_GRS)
 Create an LSDRaster from memory, includes georeferencing. More...
 
int get_NRows () const
 
int get_NCols () const
 
float get_XMinimum () const
 
float get_YMinimum () const
 
float get_DataResolution () const
 
int get_NoDataValue () const
 
Array2D< float > get_RasterData () const
 
Array2D< double > get_RasterData_dbl () const
 Get the raw raster data, double format. More...
 
Array2D< int > get_RasterData_int () const
 Get the raw raster data, integer format. More...
 
map< string, string > get_GeoReferencingStrings () const
 
float get_data_element (int row, int column)
 Get the raster data at a specified location. More...
 
void set_data_element (int row, int column, float value)
 Sets the raster data at a specified location. More...
 
LSDRasteroperator= (const LSDRaster &LSDR)
 Assignment operator.
 
void read_raster (string filename, string extension)
 Read a raster into memory from a file. More...
 
TNT::Array2D< double > get_ascii_raster (string FILENAME)
 Reads a raster from an ascii file for use in LSDCatchmentModel. More...
 
void read_ascii_raster (string FILENAME)
 
void read_ascii_raster_integers (string FILENAME)
 Reads a raster of integers and populates LSDRaster integer array member data. More...
 
void write_raster (string filename, string extension)
 Read a raster from memory to a file. More...
 
void write_double_raster (string filename, string extension)
 This calls raster write functions, writing from Arrays of type <double> to raster format. More...
 
void write_double_asc_raster (string string_filename)
 Writes out a double array to an ascii.
 
void write_double_flt_raster (string filename, string string_filename)
 Writes out a double array to a binary flt file.
 
void write_double_bil_raster (string filename, string string_filename)
 Writes out a double array to a ENVI bil file (untested!) More...
 
bool does_raster_have_same_dimensions (LSDRaster &Compare_raster)
 Checks to see if two rasters have the same dimensions Does NOT check georeferencing. More...
 
bool does_raster_have_same_dimensions (LSDIndexRaster &Compare_raster)
 Checks to see if two rasters have the same dimensions Does NOT check georeferencing. More...
 
bool does_raster_have_same_dimensions_and_georeferencing (LSDRaster &Compare_raster)
 Checks to see if two rasters have the same georeferencing. More...
 
bool does_raster_have_same_dimensions_and_georeferencing (LSDIndexRaster &Compare_raster)
 Checks to see if two rasters have the same georeferencing. More...
 
map< string, string > Update_GeoReferencingStrings (float NewXmin, float NewYmax)
 Method which takes a new xmin and ymax value and modifys the GeoReferencingStrings map_info line to contain these new values. More...
 
void Update_GeoReferencingStrings ()
 Method which updates the map info element of the georeferencing strings based on information within the datamembers of the raster. More...
 
void impose_georeferencing_UTM (int zone, string NorS)
 This method imposes georefereing strings assuming the coordinate system is UTM. More...
 
int Find_UTM_central_meridian (int UTM_zone)
 This method looks up the central meridian given a UTM zone. More...
 
void get_UTM_information (int &UTM_zone, bool &is_North)
 this function gets the UTM_zone and a boolean that is true if the map is in the northern hemisphere More...
 
void get_x_and_y_locations (int row, int col, double &x_loc, double &y_loc)
 this gets the x and y location of a node at row and column More...
 
void get_x_and_y_locations (int row, int col, float &x_loc, float &y_loc)
 this gets the x and y location of a node at row and column More...
 
void get_lat_and_long_locations (int row, int col, double &lat, double &longitude, LSDCoordinateConverterLLandUTM Converter)
 a function to get the lat and long of a node in the raster Assumes WGS84 ellipsiod More...
 
void get_easting_and_northing_vectors (vector< float > &Eastings, vector< float > &Northings)
 This returns vectors of all the easting and northing points in the raster Used for interpolations. More...
 
vector< float > interpolate_points_bilinear (vector< float > UTMEvec, vector< float > UTMNvec)
 This interpolates a vector of points onto the raster. Uses bilinear interpolation. More...
 
LSDRaster fill_with_interpolated_data (vector< int > rows_of_nodes, vector< int > cols_of_nodes, vector< float > interpolated_data)
 This fills a raster with precalculated interpolated data. More...
 
float get_value_of_point (float UTME, float UTMN)
 This gets the value at a point in UTM coordinates. More...
 
bool check_if_point_is_in_raster (float X_coordinate, float Y_coordinate)
 this check to see if a point is within the raster More...
 
void get_row_and_col_of_a_point (float X_coordinate, float Y_coordinate, int &row, int &col)
 Gets the row and column of a point in the raster. More...
 
vector< float > get_XY_MinMax ()
 This function returns a vector with the X adn Y minimum and max values. More...
 
vector< float > get_RasterData_vector ()
 This function returns the raster data as a vector. More...
 
vector< float > get_RasterData_vector_No_NDVs ()
 This function returns the raster data as a vector, ignoring NDVs. More...
 
void write_RasterData_to_text_file (string filename)
 This function returns the raster data as text file. More...
 
void rewrite_with_random_values (float range)
 rewrite all the data array values with random numbers (with a uniform distribution). More...
 
LSDRaster create_raster_nodata ()
 Create a raster in of the same number of rows and cols with nodata. More...
 
LSDRaster RasterTrimmer ()
 Calculate the minimum bounding rectangle for an LSDRaster Object and crop out all the surrounding NoDataValues to reduce the size and load times of output rasters. More...
 
LSDRaster RasterTrimmerPadded (int padded_pixels)
 Calculate the minimum bounding rectangle for an LSDRaster Object and crop out all the surrounding NoDataValues to reduce the size and load times of output rasters. Similar to RasterTrimmer but has a pixel buffer. Useful for CRN data since sometimes the channel in the DEM does not correspond exactly with the data point. More...
 
LSDRaster RasterTrimmerSpiral ()
 Takes a raster and trims nodata from around the edges to result in a rectangular LSDRaster. More...
 
LSDRaster clip_to_smaller_raster (LSDRaster &smaller_raster)
 This returns a clipped raster that has the same dimensions as the smaller raster. More...
 
LSDRaster clip_to_smaller_raster (LSDIndexRaster &smaller_raster)
 This returns a clipped raster that has the same dimensions as the smaller raster. More...
 
LSDRaster LSDRasterTemplate (Array2D< float > InputData)
 Make LSDRaster object using a 'template' raster and an Array2D of data. More...
 
void strip_raster_padding ()
 Strips the edge rows/columns of a LSDRaster on each side of the array. More...
 
LSDRaster BufferRasterData (float window_radius)
 Buffers a raster using a circular kernel of a user-defined radius (m) More...
 
LSDRaster calculate_relief (float kernelWidth, int kernelType)
 Calculates a relief raster. More...
 
float mean_elevation (void)
 Calculates mean elevation of a raster. More...
 
float max_elevation (void)
 Calculates max elevation of a raster. More...
 
float mean_relief (float kernelsize)
 Calculates mean relief of a raster, it defaults to a circular kernal. More...
 
float difference_rasters (LSDRaster &compare_raster)
 Calculates the mean difference between two rasters. More...
 
void raster_multiplier (float multiplier)
 This multiplies the raster data by a multiplier Note that values are replaced. More...
 
LSDRaster MapAlgebra_multiply (LSDRaster &M_raster)
 This multiplies two rasters, elementwise Simple elementwise multiplictation. More...
 
LSDRaster MapAlgebra_divide (LSDRaster &M_raster)
 This divides two rasters, elementwise Simple elementwise division. More...
 
LSDRaster MapAlgebra_add (LSDRaster &M_raster)
 This add two rasters, elementwise Simple elementwise addition. More...
 
LSDRaster MapAlgebra_subtract (LSDRaster &M_raster)
 This subtracts two rasters, elementwise Simple elementwise subtraction. More...
 
float WrapSample (int row, int col)
 This returns a value from the array data element but wraps around the array dimensions so that row > NRows (for example) returns a value. More...
 
void SetWrapSample (int row, int col, float value)
 This sets a value in the data array withthe added feature that it wraps beyond NRows and NCols. More...
 
void DSSetFeatureCorners (int featuresize, float scale)
 This sets the corners of features as the first step in the diamond square algorithm. More...
 
void DSSampleSquare (int row, int col, int size, float value)
 This is the square sampling step of the diamond square algorithm: it takes the average of the four corners and adds a random number to set the centrepoint of a square. More...
 
void DSSampleDiamond (int row, int col, int size, float value)
 This is the diamond sampling step of the diamond square algorithm: it takes the average of the four corners and adds a random number to set the centrepoint of a diamond. More...
 
void DiamondSquare_SampleStep (int stepsize, float scale)
 This is the sampling function for the diamond square algorithm: it runs both a diamond and a square sampling for each step. More...
 
LSDRaster DiamondSquare (int feature_order, float scale)
 This is the driving function for the diamond square algorithm. More...
 
LSDRaster hillshade ()
 This function generates a hillshade raster. More...
 
LSDRaster hillshade (float altitude, float azimuth, float z_factor)
 
Array2D< float > Shadow (int theta, int phi)
 This function generates a hillshade derivative raster using the algorithm outlined in Codilean (2006). More...
 
LSDRaster CastShadows (int Azimuth, int ZenithAngle)
 Function to determine areas of a DEM that are in shadow from a given radiation source defined by an Azimuth and Zenith following Codilean (2006). More...
 
Array2D< float > Shadows (int Azimuth, int ZenithAngle)
 Function to determine areas of a DEM that are in shadow from a given radiation source defined by an Azimuth and Zenith following Codilean (2006). More...
 
LSDRaster TopographicShielding (int theta_step, int phi_step)
 This function generates a topographic shielding raster using the algorithm outlined in Codilean (2006). More...
 
LSDRaster TopographicShielding ()
 
vector< LSDRastercalculate_polyfit_surface_metrics (float window_radius, vector< int > raster_selection)
 Surface polynomial fitting and extraction of topographic metrics. More...
 
vector< LSDRastercalculate_polyfit_roughness_metrics (float window_radius1, float window_radius2, vector< int > raster_selection)
 Surface polynomial fitting and extraction of roughness metrics. More...
 
void calculate_polyfit_coefficient_matrices (float window_radius, Array2D< float > &a, Array2D< float > &b, Array2D< float > &c, Array2D< float > &d, Array2D< float > &e, Array2D< float > &f)
 This function calculates 6 coefficient matrices that allow the user to then calcualte slope, curvature, aspect, a classification for finding saddles and peaks and other metrics. More...
 
LSDRaster calculate_polyfit_elevation (Array2D< float > &f)
 This function calculates the elevation based on a polynomial fit. More...
 
LSDRaster calculate_polyfit_slope (Array2D< float > &d, Array2D< float > &e)
 This function calculates the slope based on a polynomial fit. More...
 
LSDRaster calculate_polyfit_aspect (Array2D< float > &d, Array2D< float > &e)
 This function calculates the aspect based on a polynomial fit. More...
 
LSDRaster calculate_polyfit_curvature (Array2D< float > &a, Array2D< float > &b)
 This function calculates the curvature based on a polynomial fit. More...
 
LSDRaster calculate_polyfit_planform_curvature (Array2D< float > &a, Array2D< float > &b, Array2D< float > &c, Array2D< float > &d, Array2D< float > &e)
 This function calculates the planform curvature based on a polynomial fit. More...
 
LSDRaster calculate_polyfit_profile_curvature (Array2D< float > &a, Array2D< float > &b, Array2D< float > &c, Array2D< float > &d, Array2D< float > &e)
 This function calculates the profile curvature based on a polynomial fit. More...
 
LSDRaster calculate_polyfit_tangential_curvature (Array2D< float > &a, Array2D< float > &b, Array2D< float > &c, Array2D< float > &d, Array2D< float > &e)
 This function calculates the tangential curvature based on a polynomial fit. More...
 
LSDIndexRaster calculate_polyfit_classification (Array2D< float > &a, Array2D< float > &b, Array2D< float > &c, Array2D< float > &d, Array2D< float > &e)
 This function identifies approximate position of stationary points within discrete surface using a threshold slope. More...
 
LSDRaster get_hilltop_curvature (LSDRaster &curvature, LSDRaster &Hilltops)
 Gets the hilltop curvature raster. More...
 
LSDRaster remove_positive_hilltop_curvature (LSDRaster &hilltop_curvature)
 Removes positive hilltop curvature values. More...
 
void remove_positive_values ()
 Removes positive values from a raster. More...
 
float get_percentage_bedrock_ridgetops (LSDRaster &roughness, LSDRaster &hilltop_curvature, float threshold)
 Gets the percentage of bedrock ridges. More...
 
LSDRaster calculate_slope_angles ()
 Calculates slope angle in radians. Needs the slope raster. More...
 
LSDRaster calculate_water_supply_rate_for_saturation (float soil_thick, float K, LSDRaster &ContributingArea, LSDRaster &SlopeAngle)
 Calculates the water supply rate required for saturation of the hillslope soil. More...
 
LSDRaster calculate_factor_of_safety_at_saturation (float C_r, float rho_s, float soil_thick, float tan_phi, LSDRaster &SlopeAngle)
 This calculates the factor of safety if the soil is completely saturated. More...
 
void calculate_polyfit_directional_cosines (Array2D< float > &d, Array2D< float > &e, Array2D< float > &l, Array2D< float > &m, Array2D< float > &n)
 Algorithm that assesses surface roughness based on a polynomial fit. More...
 
void calculate_orientation_matrix_eigenvalues (float window_radius, Array2D< float > &l, Array2D< float > &m, Array2D< float > &n, Array2D< float > &s1, Array2D< float > &s2, Array2D< float > &s3)
 Find eigenvalues for orientation matrix. More...
 
void calculate_plane_coefficient_matrices (float window_radius, Array2D< float > &a_plane, Array2D< float > &b_plane, Array2D< float > &c_plane)
 This function is a wrapper to get the three roughness eigenvalues s1, s2 and s3. More...
 
LSDRaster calculate_REI (Array2D< float > &a_plane, Array2D< float > &b_plane, float CriticalSlope)
 Create the REI raster. More...
 
LSDRaster calculate_REI (float window_radius, float CriticalSlope)
 Create the REI raster (imporoved wrapper) Rock exposure index defined as areas with local slope exceeding some critical slope as defined by DiBiase et al. (2012) More...
 
void calculate_and_print_polyfit_rasters (float window_radius, string file_prefix, vector< int > file_list)
 this function takes the polyfit functions and requires a window radius and a vector telling the function which rasters to print to file. More...
 
void calculate_and_print_polyfit_and_roughness_rasters (float window_radius, float roughness_radius, string file_prefix, vector< int > file_list)
 This function takes the combines the polyfit functions and the roughness function in one package. More...
 
void calculate_roughness_rasters (float window_radius, float roughness_radius, string file_prefix, vector< int > file_code)
 This function takes the combines the roughness functions in one package. More...
 
void remove_seas ()
 This function changes any elevation <= 0 to NoDataValue. More...
 
void mask_to_nodata_below_threshold (float threshold)
 This function changes any elevation <= threshold to NoDataValue. More...
 
LSDRaster mask_to_nodata_using_threshold (float threshold, bool belowthresholdisnodata)
 This function changes any data point either above or below threshold to NoDataValue. More...
 
LSDRaster mask_to_nodata_using_threshold_using_other_raster (float threshold, bool belowthresholdisnodata, LSDRaster &MaskingRaster)
 This function changes any data point either above or below threshold to NoDataValue The threshold is determined by a second raster. More...
 
LSDIndexRaster mask_to_indexraster_using_threshold (float threshold, bool belowthresholdisnodata)
 This function creats an LSDIndexRaster mask (with true == 1 and otherwise nodata) from an LSDRaster. Can mask either above or below a threshold. More...
 
LSDRaster mask_to_nodata_with_mask_raster (LSDIndexRaster &Mask_raster, int mask_value)
 This function masks a raster to nodata based on a mask value and a mask raster. More...
 
LSDRaster fill ()
 This function fills pits/sinks in a DEM by incrementing elevations for cells with no downslope neighbour. The process is repeated adnausium until no cells require incrementing. More...
 
void fill_iterator (Array2D< float > &fill_data, int i, int j)
 This is a recursive algorithm that is called by the fill function. More...
 
LSDRaster fill (float &MinSlope)
 This function fills pits/sinks in a DEM by checking for pits from lowest to highest elevation, starting at the DEM boundary (raster edge or adjacent to NDVs). More...
 
LSDRaster MDFlow (vector< string > BoundaryConditions)
 Generate a flow area raster using a multi direction algorithm. More...
 
LSDRaster FreemanMDFlow ()
 Generate a flow area raster using a multi direction algorithm. More...
 
LSDRaster FreemanMDFlow_SingleSource (int i_source, int j_source)
 Route flow from one source pixel using FreemanMDFlow. Adapted from SWDG's code above. More...
 
LSDRaster FMDChannelsFromChannelHeads (vector< int > &channel_heads_rows, vector< int > &channel_heads_cols, float R_threshold)
 Extracts a multi-pixel channel network, as opposed to a single thread channel, using method outlined in Pelletier, 2013, WRR; A robust, two-parameter method for the extraction of drainage networks from high-resolution digital elevation models (DEMs): Evaluation using synthetic and real-world DEMs. More...
 
LSDRaster QuinnMDFlow ()
 Generate a flow area raster using a multi direction algorithm. More...
 
LSDRaster M2DFlow ()
 Generate a flow area raster using a multi 2-direction algorithm. More...
 
LSDRaster RidgeSample (Array2D< float > &Ridges)
 Module to sample LSDRaster values running along a ridgetop network. More...
 
LSDRaster RidgeSmoother (int WindowRadius)
 Pass a smoothing window over a ridge LSDRaster object to calculate an average value running along the ridgetop. More...
 
LSDRaster RidgeBuffer (int BufferRadius)
 Pass a buffer over a ridge LSDRaster object to increase sampling area. More...
 
LSDRaster BasinAverager (LSDIndexRaster &Basins)
 Module assigns an average LSDRaster value to each basin. More...
 
float SingleBasinAverager (LSDIndexRaster &Basin)
 Module calculates an average value to each for a given raster from within a basin. More...
 
LSDRaster BasinArea (LSDIndexRaster Basins)
 Write the area(in spatial units) of each basin to the basin's pixels. More...
 
void GetBasinVector (LSDIndexRaster Basins, int BasinOfInterest)
 Convert a basin, given by a basin ID, into a chain of xy coordinates for fast plotting of vector basin outlines. More...
 
vector< LSDRasterBasinPuncher (vector< int > basin_ids, LSDIndexRaster BasinArray)
 Punch basins out of an LSDRaster to create DEMs of a single catchment. More...
 
LSDRaster CookieCutRaster (LSDRaster Cutter)
 Cookie cut a raster using a smaller raster. More...
 
void CollectBasinMetrics (LSDIndexRaster &Basins, LSDRaster &Slope, LSDRaster &Elevation, LSDRaster &Aspect, LSDRaster &Area, LSDRaster &DrainageDensity, LSDRaster &Cht, LSDRaster &HillslopeLength, LSDRaster &MeanSlope, LSDRaster &Relief, LSDRaster &MeanAspect, LSDRaster &LH_drainage_density, Array2D< float > LH_Data, float CriticalSlope, string RasterFilename)
 Collect all basin average metrics into a single file. More...
 
void raster_statistics_by_index (LSDIndexRaster &IndexRaster, vector< float > &mean_vector, vector< float > &sd_vector, vector< float > &serr_vector, vector< int > &Npts_vector)
 Takes a raster and a corresponding index raster, and calculates the mean, sd and standard error by index. Returns four vectors: mean, st.dev., st.err and Number of points for each category. More...
 
pair< float, float > Boomerang (LSDRaster &Slope, LSDRaster &D_inf, string RasterFilename, float log_bin_width=0.1, int SplineResolution=200, float bin_threshold=0.05)
 Generate data in two text files to create a boomerang plot as in Roering et al [2007]. More...
 
LSDRaster DrainageDensity (LSDIndexRaster &StreamNetwork, LSDIndexRaster &Basins, Array2D< int > FlowDir)
 Calculate drainage density of a set of input basins. More...
 
float get_drainage_density_of_raster (LSDIndexRaster &StreamNetwork, Array2D< int > FlowDir)
 Calculate drainage density of a DEM. More...
 
LSDRaster HillslopeLengthFromDrainageDensity (LSDIndexRaster &StreamNetwork, LSDIndexRaster &Basins, Array2D< int > FlowDir)
 Simple method to calculate drainage density for each basin and then convert these values into a hillslope length raster. More...
 
void GetVectors (LSDRaster Magnitude, LSDRaster Direction, string output_file, int step)
 Method to export thinned vector field data to a text file. More...
 
LSDRaster NonLocalMeansFilter (int WindowRadius=2, int SimilarityRadius=2, int DegreeFiltering=2, float Sigma=1.25)
 Perform Non-local means filtering on a DEM following Baude et al [2005]. More...
 
void PadRasterSymmetric (Array2D< float > &PaddedRasterData, int &SimilarityRadius)
 Creates a buffer around an array (of size SimilarityRadius) and gives the new border mirror symmetric values of the original array reflected across the boundary. More...
 
void MakeGaussianKernel (Array2D< float > &Kernel, float sigma, int SimilarityRadius)
 Generate gaussian weighted kernel. More...
 
LSDRaster GaussianFilter (float sigma, int kr=0)
 Filters the raster using a square 2D Gaussian filter. The filter is applied using a moving kernel of gaussian weights with a radius of 3*sigma. More...
 
LSDRaster PeronaMalikFilter (int timesteps, float percentile_for_lambda, float dt)
 Filters the raster using a Perona-Malik non-linear diffusion filter. More...
 
Array2D< float > D_inf_FlowDir ()
 D-infinity flow direction algorithm after Tarboton (1997). More...
 
LSDRaster D_inf_FlowArea (Array2D< float > FlowDir_array)
 Main function for generating a D-infinity flow area raster after Tarboton (1997). More...
 
void D_infAccum (int i, int j, Array2D< float > CountGrid, Array2D< float > Flowarea_Raster, Array2D< float > FlowDir_array)
 Recursive function to calculate accumulating area for a given pixel. More...
 
LSDRaster D_inf ()
 Wrapper Function to create a D-infinity flow area raster with one function call. More...
 
LSDRaster D_inf_units ()
 Wrapper Function to create a D-infinity flow area raster, in spatial units, with one function call. More...
 
LSDRaster D_inf_ConvertFlowToArea ()
 Wrapper Function to convert a D-infinity flow raster into spatial units. More...
 
LSDRaster write_dinf_flowdir_to_LSDRaster (Array2D< float > dinflow)
 Function to write the D-infinity flow directions to an LSDRaster. More...
 
LSDIndexRaster D_inf_watershed (LSDRaster D_inf_FlowDir, int PourRow, int PourCol)
 Function to generate upslope contributing area extent from the D-infinity flow directions to an LSDRaster. More...
 
LSDRaster calculate_topographic_index (LSDRaster &AccumulationArea, LSDRaster &Slope)
 Function to calculate the topographic index, a moisture distribution indicator. More...
 
LSDIndexRaster PointShapefileToRaster (string FileName)
 Method to turn a point shapefile into an LSDIndexRaster. More...
 
LSDIndexRaster PolylineShapefileToRaster (string FileName)
 Method to turn a polyline shapefile into an LSDIndexRaster. More...
 
LSDRaster Resample (float OutputResolution)
 Method to resample an LSDRaster to a lower resolution. More...
 
Array2D< int > create_mask (float window_radius, int neighbourhood_switch)
 creates a circular mask for neighbourhood statistics More...
 
LSDRaster neighbourhood_statistics_spatial_average (float window_radius, int neighbourhood_switch)
 gets mean value for specified circular neighbourhood More...
 
vector< LSDRasterneighbourhood_statistics_spatial_average_and_SD (float window_radius, int neighbourhood_switch)
 gets mean & standard deviation value specified circular neighbourhood More...
 
LSDRaster neighbourhood_statistics_local_relief (float window_radius, int neighbourhood_switch)
 gets relief within value specified circular neighbourhood More...
 
LSDRaster neighbourhood_statistics_fraction_condition (float window_radius, int neighbourhood_switch, int condition_switch, float test_value)
 tests neighbourhood for the fraction of values for which the specified condition is met. More...
 
LSDRaster border_with_nodata (int border_width, int irregular_switch=0)
 Function to change border pixels to nodata. More...
 
LSDIndexRaster find_cells_bordered_by_nodata ()
 This function creates a mask that has the value of 1 for cells that are either on the edge or bordered by nodata (from their 9 neighbors) More...
 
void check_isolated_nodata ()
 This looks for isolated instances of no data. More...
 
void rudimentary_nodata_fill ()
 a very rudimentay filling routine that just fills nodata nodes with the average elevation of its neighbors More...
 
LSDRaster alternating_direction_nodata_fill (int window_width)
 A routine that fills nodata holes. It cannot recognise nodata around the edges so the spiral trimmer should be used first The routine sweeps the raster looking for nodata and filling this nodata with an average value from surrounding nodes. The sweeping changes directions, four sweep directions in all (+ rows, - rows, + cols, -cols) and it alternates between these directions until the raster is filled. More...
 
LSDIndexRaster create_binary_isdata_raster ()
 This returns an index raster with 1 for data and 0 for nodata. More...
 
LSDRaster alternating_direction_nodata_fill_with_trimmer (int window_width)
 A routine that fills nodata holes. It first prepares the data with the sprial trimmer so nodata around the edges is removed. The routine sweeps the raster looking for nodata and filling this nodata with an average value from surrounding nodes. The sweeping changes directions, four sweep directions in all (+ rows, - rows, + cols, -cols) and it alternates between these directions until the raster is filled. The routine is particularly useful for data with holes that is to be prepared for spectral analysis. More...
 
LSDRaster nodata_fill_irregular_raster (int window_radius)
 Function to fill in no data holes in an irregular raster. Pixel must have all neighbours not equal to no data value within the specified window radius. Data is filled based on mean of pixels within the window radius.
 
LSDRaster alternating_direction_nodata_fill_irregular_raster (int window_width)
 A routine that fills nodata holes. Modified by FJC to only fill holes surrounded in all directions by pixels with valid elevation values. More...
 
LSDIndexRaster Create_Mask (string Condition, float TestValue)
 Function to create a masked LSDIndexRaster raster based on a conditional statement. More...
 
LSDRaster ExtractByMask (LSDIndexRaster Mask)
 Function to extract an LSDRaster based on a LSDIndexRaster mask. More...
 
void MaskRaster (LSDIndexRaster Mask)
 Function to update an LSDRaster based on a LSDIndexRaster mask. More...
 
LSDIndexRaster IsolateChannelsLashermesCurvature (float sigma, string q_q_filename)
 method to locate channel pixels outlined by Lashermes. More...
 
LSDIndexRaster IsolateChannelsLashermesAspect (float sigma, string q_q_filename)
 
LSDIndexRaster IsolateChannelsLashermesFull (float sigma, string q_q_filename_prefix)
 
LSDIndexRaster IsolateChannelsLashermesCurvatureArea (float sigma, float area_threshold, string q_q_filename)
 
LSDIndexRaster IsolateChannelsGeonet (float timesteps, float area_threshold, float window_radius, string q_q_filename)
 method to locate channel pixels outlined by Passalacqua et al. (2010). More...
 
LSDIndexRaster IsolateChannelsQuantileQuantile (string q_q_filename)
 uses quantile-quantile analysis to pick departure from gaussian behaviour, then uses this as a threshold to create a binary dataset. More...
 
LSDIndexRaster IsolateChannelsQuantileQuantileAdaptive (int half_width)
 
Array2D< float > CalculateAdaptiveCurvatureThresholdSD (int half_width)
 Function to calculate the curvature threshold used for DrEICH channel extraction which varies across the landscape. More...
 
LSDIndexRaster CreateHilltopPatches (int minimum_patch_size)
 Method to convert an LSDRaster hilltop file into a series of contigiuous hilltop patches. More...
 
LSDIndexRaster CreateHilltopPatchesNEW (int minimum_patch_size)
 
void FlattenToFile (string FileName)
 Simple method to flatten an LSDRaster to a text file, with a sigle value on each line. More...
 
void FlattenToCSV (string FileName)
 Method to flatten an LSDRaster and place the non NDV values in a csv file. More...
 
void FlattenToWGS84CSV (string FileName)
 Method to flatten an LSDRaster and place the non NDV values in a csv file. More...
 
LSDRaster RemoveBelow (float Value)
 Simple method to remove any values below a user supplied value from an LSDRaster. More...
 
LSDRaster RemoveAbove (float Value)
 Simple method to remove any values above a user supplied value from an LSDRaster. More...
 
LSDRaster apply_mask (LSDIndexRaster &mask)
 apply a mask to a raster dataset, converts pixels to nodata where mas=k=1 More...
 
LSDIndexRaster ConvertToBinary (int Value, int ndv)
 Method to convert all values in an LSDRaster to a single value. More...
 
LSDRaster MergeRasters (LSDRaster &RasterToAdd)
 Method to merge data from two LSDRasters WITH SAME EXTENT together. /// The data from the raster specified as an argument will be added (will overwrite the original raster if there is a conflict). More...
 
void OverwriteRaster (LSDRaster &RasterToAdd)
 Method to merge data from two LSDRasters WITH SAME EXTENT together. /// The data from the raster specified as an argument will be added (will overwrite the original raster if there is a conflict). Overloaded function to rewrite original raster rather than creating a new one. More...
 
LSDIndexRaster get_potential_floodplain_patches (LSDRaster &Relief, LSDRaster &Slope, float relief_threshold, float slope_threshold)
 Function to get potential floodplain patches using a slope and relief threshold. More...
 
float get_threshold_for_floodplain (float bin_width, float peak_threshold, int peak_distance)
 Function to get threshold from a raster using a histogram of Probability-Density values. The function identifies the peaks in the PDF, and sets the threshold to the peak with the lowest value. This can be used to set the floodplain threshold. More...
 
float get_threshold_for_floodplain_QQ (string q_q_filename, float threshold_condition, int lower_percentile, int upper_percentile)
 Function to get threshold from a raster using qq plots. More...
 
string ChannelLengthByOrder (LSDIndexRaster &StreamNetwork, Array2D< int > FlowDir)
 Get the lengths in spatial units of each part of the channel network, divided by strahler order. More...
 
LSDRaster PoupulateRasterGaussian (float minimum, float mean)
 Populate a raster with random noise drawn from a gaussian distribution of given mean and minimum values. More...
 
LSDRaster PoupulateRasterSingleValue (float value)
 Populate a raster with a single value. More...
 
void HilltopsToCSV (LSDRaster &CHT, LSDRaster &CHT_gradient, LSDRaster &gradient, int UTMZone, bool isNorth, int eId, string filename)
 Write CHT and hilltop gradient data to a *.csv file, coded by UTM coordinates as well as lat/long. More...
 
vector< vector< float > > Sample_Along_Ridge (LSDRaster &Raster1, LSDRaster &Raster2, LSDRaster &Raster3, int a, int b, int threshold)
 Sample the values of 3 input rasters that intersect with the point a,b within the area defined by threshold. More...
 
LSDRaster convert_from_feet_to_metres ()
 function to convert feet to metres using US international feet, where 1 foot = 0.3048006096012192 metres. More...
 
LSDRaster convert_from_centimetres_to_metres ()
 function to convert elevations from centimetres to metres More...
 

Static Public Member Functions

static void quickOpenMPtest ()
 Runs a very basic test to see if you can run code in parallel mode.
 

Additional Inherited Members

- Protected Attributes inherited from LSDRaster
int NRows
 Number of rows.
 
int NCols
 Number of columns.
 
float XMinimum
 Minimum X coordinate.
 
float YMinimum
 Minimum Y coordinate.
 
float DataResolution
 Data resolution.
 
int NoDataValue
 No data value.
 
map< string, string > GeoReferencingStrings
 A map of strings for holding georeferencing information.
 
Array2D< float > RasterData
 Raster data.
 
Array2D< double > RasterData_dbl
 These are used primarily by LSDCatchmentModel.
 
Array2D< int > RasterData_int
 

Detailed Description

This object is used to model the hydrology, sediment transport and evolution of individual basins.

The object is (for now) just a rough and ready translation of the CAESAR-Lisflood model - a hydrologically explicit landscape evolution model. It models landscape evolution and hydro-geomorphic processes at the basin scale.

Constructor & Destructor Documentation

LSDCatchmentModel::LSDCatchmentModel ( )
inline

The default constructor.

this asks for a pathname and a filename of the parameter file It then opens the paramter file and ingests the information

Author
DAV
Date
2015-01-16
LSDCatchmentModel::LSDCatchmentModel ( string  pname,
string  pfname 
)
inline

this constructor just reads the param file given by the path and filename. You must give the parameter file extension!

Parameters
pnamethe pathname to the parameter file
fnamethe filename of the parameter file !!INCLUDING EXTENSION!!
Author
DAV
Date
2015-01-16

Member Function Documentation

void LSDCatchmentModel::calchydrograph ( double  time,
runoffGrid runoff 
)

Overloaded function for calculating hydrograph when using the fully distributed model. Takes an extra reference to the runoff object.

void LSDCatchmentModel::call_erosion ( )

Wrapper function that calls the main erosion method.

Returns
void LSDCatchmentModel::call_lateral ( )

Calls the lateral erosion method.

Returns
void LSDCatchmentModel::catchment_water_input_and_hydrology ( double  local_time_factor)

Calculates the amount of runoff on a grid-cell from the rainfall timeseries input

void LSDCatchmentModel::catchment_water_input_and_hydrology ( double  local_time_factor,
runoffGrid runoff 
)

Overlaoded function is for when sing the fully distriuted/complex rainfall patterns option in the model. Takes a reference to the runoffGrid object.

void LSDCatchmentModel::check_DEM_edge_condition ( )

Checks that there is a real terrain point on at least one side of the DEM and also counts the number of actual grid cells in the catchment.

This only currently checks for an edge that is not NODATA on at least one side It does not check that the DEM has its lowest point on this edge. This should probably be added.

void LSDCatchmentModel::count_catchment_gridcells ( )

Counts the number of cells within the catchment boundary. For spatially variable rainfall, this counts the number of cells within each hydroindex region that are within the boundary. It modifies nActualGridCells.

bool LSDCatchmentModel::does_file_exist ( const std::string &  filename)
inline

Checks to see if a file exists.

Author
DAV (Thanks to StackOverflow)
Returns
Returns a bool value

Uses the <sys/stat.h> include. May not work on Windows? Need to test. Checks to see if a file exists using the stat function.

Parameters
conststd::string &name, where name is the full filename.
Returns
Returns a true bool value if the file exists.
void LSDCatchmentModel::drainage_area_D8 ( )

Calculates the drainage area, after being called by get_area()

Author
Translated by DAV
double LSDCatchmentModel::erode ( double  mult_factor)

The main erosion routine.

Erosion only takes place above certain threshold. Contains calls to subroutines such as addGS() and d50(). Needs re-factoring to extract seprate methods (bedrock vs loose sedi erosion etc.)

Author
DAV

now update files for outputing sediment and re-circulating...

void LSDCatchmentModel::flow_route ( )

Performs the water routing method.

Uses the Bates et al. (2010) simplification of the St. Venant shallow water equations. Does not assume steady state flow across the landscape.

void LSDCatchmentModel::ingest_graindata_from_file ( std::string  FILENAME)

Reads in the grain data file, note, that this is not a raster and in a special format like the rainfall file.

Author
DAV

The grain data file consists of multiple columns of data in a text file that store the grain size fractions for the surface and the subsurface strata. Also contains an index number and the x y location of each grid cell containing grain data.

void LSDCatchmentModel::initialise_arrays ( )

initialises array sizes based on DEM dimensions

also sets 'hard-coded' parameters to start the model

void LSDCatchmentModel::initialise_variables ( std::string  pname,
std::string  pfname 
)

reads data values from the parameter file into the relevant maps

Returns

LATERAL EROSION ROUTINE PARAMETERS

void LSDCatchmentModel::lateral3 ( )

carries out the lateral bank erosion.

This is quite computationall expensive and may be turned off in environments not susceptible to meandering. (bedrock mountain/upland channels for example.

void LSDCatchmentModel::load_data ( )

Loads the required data files based on the parameters set in the parameter file.

Author
dav

Hydroindex LSDRaster: tells rainfall input where to be distributed

Bedrock LSDRaster object

void LSDCatchmentModel::output_data ( double  temptotal,
runoffGrid runoff 
)

Writes the time series of catchment output data.

Overloaded to take a reference to a runoff object to allow calculation from the OOP method.-

Author
DAV
void LSDCatchmentModel::parse_line ( std::ifstream &  infile,
string &  parameter,
string &  value 
)

Parses lines in an input file for ingestion.

Author
Whoever wrote LSDStatsTools - borrowed here by DAV
Note
Would fit better in some generic class for file functions etc? LSDFileTools?
void LSDCatchmentModel::print_initial_values ( )

Prints the initial values set by user from param file as well as those default initial values in the code.

void LSDCatchmentModel::print_rainfall_data ( )

Prints the contents of the rainfall data for checking.

Author
DAV

Uses iterators <iterator> header to iterate through the vector of vectors that is raingrid.

Actually, this is a generic function for printing a 2D vector

std::vector< std::vector< float > > LSDCatchmentModel::read_rainfalldata ( std::string  FILENAME)

Loads the rainfall data file which is in a special format (headerless text file)

Author
DAV

Rainfall data file is not too big, so think it's okay to use the vector<vector> method instead of TNT array. Easier to dynamically resize as the rainfall data contains no header and can vary in size. Saves the user having to count the rows and cols. Reads in the rainfall data file specified in the parameter list file as floats.

Returns
Returns a vector of vector<float>. (A 2D-like vector).
std::string LSDCatchmentModel::RemoveControlCharactersFromEndOfString ( std::string  toRemove)

Removes the end-of-line weird character mess that you get in Windows.

Author
JAJ? SMM? - borrowed here by DAV
Returns
returns a string with the control characters removed.
void LSDCatchmentModel::save_raster_data ( double  tempcycle)

Calls the various save functions depending on the data types to be saved (Raster Output)

Author
DAV

dependent on the LSDRaster class calling the overloaded write_raster func. If you are looking for the function that writes the hydrograph/sediment time series, see the write_output() function.

void LSDCatchmentModel::set_fall_velocities ( )

Sets the fall velocities of suspended sediment.

These are hard coded. Should be set up to read from an sediment properties input file at a later stage.

Author
DAV
void LSDCatchmentModel::topmodel_runoff ( double  cycle)

Calculates the amount of water entering grid cells from the rainfall timeseries and hydroindex if spatially variable rainfall is used.

Based on the semi-dsitributed TOPMODEL rainfall runoff model

void LSDCatchmentModel::topmodel_runoff ( double  cycle,
runoffGrid runoff 
)

Calculates amount of water entering grid cells when using the fully-distributed rainfall runoff model (i.e. where every single cell can have diffferent rainfall and saturation levels.

Based on TOPMODEL, modified to fully 2D distributed version

void LSDCatchmentModel::zero_and_calc_drainage_area ( )

Calculates the area and calls area4().

This is basically a wrapper function now. It sets area = 0, and area_depth = 1 where there is actual elevation data. Then calls get_area4() which does the actual work.

Author
Translated by DAV

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