Mercurial > dive4elements > gnv-client

annotate gnv-artifacts/src/main/java/de/intevation/gnv/math/Interpolation2D.java @ 845:797a6264b89b

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Integrated the CacheCleaner for the ThematicDataCache gnv-artifacts/trunk@961 c6561f87-3c4e-4783-a992-168aeb5c3f6f
author Tim Englich <tim.englich@intevation.de>
date Tue, 20 Apr 2010 18:38:22 +0000
parents 05bf8534a35a
children f953c9a559d8
rev   line source
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1 package de.intevation.gnv.math;
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2
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3 import com.vividsolutions.jts.geom.Coordinate;
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4 import com.vividsolutions.jts.geom.Envelope;
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5
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6 import com.vividsolutions.jts.index.strtree.STRtree;
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7
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8 import java.util.List;
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9
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10 import org.apache.log4j.Logger;
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11
361
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12 /**
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13 * Interpolates along a given line string. This used to generate
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14 * "horizontale Schnittprofile".
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15 *
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16 * @author <a href="mailto:sascha.teichmann@intevation.de">Sascha L. Teichmann</a>
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17 */
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18 public final class Interpolation2D
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19 {
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20 private static Logger log = Logger.getLogger(Interpolation2D.class);
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21
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22 /**
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23 * If the number of input points are over this threshold
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24 * some culling strategies are applied to reduce the amount of points.
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25 */
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26 public static final int CULL_POINT_THRESHOLD = Integer.getInteger(
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27 "gnv.interpolation2d.cull.point.threshold", 1000);
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29 /**
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30 * Numerical stability epsilon.
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31 */
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32 public static final double EPS = 1e-6d;
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33
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34 /**
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35 * Callback to send the interpolated values back to the
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36 * caller without building large temporary strcutures.
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37 */
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38 public interface Consumer {
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39 /**
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40 * Sends an interpolated point back to the called.
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41 * The interpolated parameter is stored in the z component.
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42 * @param point The interpolated point.
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43 * @param success true if interpolation at the point
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44 * succeed, else false.
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45 */
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46 void interpolated(Coordinate point, boolean success);
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47 } // interface Consumer
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48
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49 private Interpolation2D() {
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50 }
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51
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52 /**
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53 * Calculates the relevant area for a given line string.
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54 * @param path The line string.
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55 * @param points The sample points.
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56 * @return The relevant area.
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57 */
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58 public static final Envelope relevantArea(
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59 List<? extends Coordinate> path,
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60 List<? extends Coordinate> points
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61 ) {
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62 return relevantArea(path, points, CULL_POINT_THRESHOLD);
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63 }
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64
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65 /**
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66 * Calculates the relevant area for a given bounding box.
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67 * @param pathBBox The bounding box.
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68 * @param points The sample points.
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69 * @return The relevant area.
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70 */
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71 public static final Envelope relevantArea(
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72 Envelope pathBBox,
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73 List<? extends Coordinate> points
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74 ) {
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75 return relevantArea(pathBBox, points, CULL_POINT_THRESHOLD);
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76 }
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77
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78 /**
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79 * Calculates the relevant area for a given bounding box.
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80 * @param pathBBox The bounding box.
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81 * @param points The sample points.
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82 * @param threshold If the number of sample points
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83 * are below this threshold no relevant area is calculated.
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84 * @return The relevant area.
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85 */
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86 public static final Envelope relevantArea(
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87 Envelope pathBBox,
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88 List<? extends Coordinate> points,
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89 int threshold
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90 ) {
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91 return points.size() < threshold
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92 ? null
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93 : relevantArea(
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94 pathBBox,
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95 pointsBoundingBox(points));
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96 }
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97
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98 /**
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99 * Calculates the relevant area for a given line string.
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100 * @param path The line string.
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101 * @param points The sample points.
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102 * @param threshold If the number of sample points
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103 * are below this threshold no relevant area is calculated.
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104 * @return The relevant area.
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105 */
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106 public static final Envelope relevantArea(
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107 List<? extends Coordinate> path,
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108 List<? extends Coordinate> points,
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109 int threshold
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110 ) {
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111 return points.size() < threshold || path.isEmpty()
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112 ? null
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113 : relevantArea(
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114 pointsBoundingBox(path),
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115 pointsBoundingBox(points));
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116 }
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117
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118 /**
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119 * Heuristic function to define a 'relevant area'.
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120 * @param pathBBox The bounding box of the line line string.
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121 * @param pointsBBox The bounding box of the sample points.
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122 * @return The relevant area.
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123 */
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124 public static final Envelope relevantArea(
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125 Envelope pathBBox,
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126 Envelope pointsBBox
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127 ) {
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128 double pathArea = pathBBox.getWidth()*pathBBox.getHeight();
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129 double pointsArea = pointsBBox.getWidth()*pointsBBox.getHeight();
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130
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131 if (pathArea > 0.8d*pointsArea) { return null; }
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132
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133 double nArea = 1.44d * pathArea;
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134 if (nArea < 0.1d*pointsArea) nArea = 0.1d*pointsArea;
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135 double w = pathBBox.getWidth();
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136 double h = pathBBox.getHeight();
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137 double [] d = solveQuadratic(1d, w+h, pathArea - nArea);
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138
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139 if (d == null) { return null; }
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140
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141 double extra = pos(d);
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142
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143 pathBBox.expandBy(extra);
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144
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145 return pathBBox;
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146 }
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147
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148 /**
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149 * Solves quadratic equation a*x*x + b*x + c = 0.
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150 * @param a a-coefficent.
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151 * @param b b-coefficent
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152 * @param c c-coefficent.
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153 * @return the solution of the equation, or null if not solvable.
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154 */
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155 public static final double [] solveQuadratic(
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156 double a, double b, double c
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157 ) {
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158 double d = b*b - 4d*a*c;
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159 if (d < 0d) { return null; }
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160
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161 d = Math.sqrt(d);
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162 a = 1d/(2d*a);
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163 b = -b;
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164
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165 return new double [] { a*(b + d), a*(b - d) };
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166 }
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167
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168 /**
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169 * Return the element of a two element array which
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170 * is greater or equal zero.
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171 * @param x The two values.
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172 * @return The value which is greater or equal zero.
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173 */
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174 public static final double pos(double [] x) {
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175 return x[0] >= 0 ? x[0] : x[1];
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176 }
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177
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178
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179 /**
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180 * Calculates the bounding box of a given line string.
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181 * @param path The line string.
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182 * @return The bounding box.
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183 */
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184 public static Envelope pointsBoundingBox(
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185 List<? extends Coordinate> path
501
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186 ) {
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187 int N = path.size();
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188 Envelope area = new Envelope(path.get(N-1));
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189
519
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190 for (int i = N-2; i >= 0; --i) {
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191 area.expandToInclude(path.get(i));
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192 }
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193
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194 return area;
431
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195 }
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196
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197 /**
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198 * Interpolates linearly a number of coordinates and parameter values along
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199 * a given line string path. The results are issued to a consumer.
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200 * @param path The line string path.
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201 * @param points The sample points.
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202 * @param from Start point as a scalar value linear
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203 * referenced on the line string.
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204 * @param to End point of as a scalar value linear
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205 * referenced on the line string.
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206 * @param steps Number of points to be interpolated.
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207 * @param metrics The used metric.
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208 * @param consumer The callback to retrieve the result points.
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209 */
361
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210 public static void interpolate(
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211 List<? extends Coordinate> path,
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212 List<? extends Point2d> points,
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213 double from,
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214 double to,
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215 int steps,
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216 Metrics metrics,
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217 Consumer consumer
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218 ) {
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219 boolean debug = log.isDebugEnabled();
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220
361
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221 int N = path.size();
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222 int M = points.size();
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223
434
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224 if (debug) {
416
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225 log.debug("Size of path: " + N);
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226 log.debug("Size of points: " + M);
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227 }
365
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228
361
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229 if (M < 1 || N < 2) { // nothing to do
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230 return;
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231 }
365
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232
519
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233 List<GridCell> cells = GridCell.pointsToGridCells(
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234 points, relevantArea(path, points));
365
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235
519
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diff changeset
236 if (cells.isEmpty()) {
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237 log.warn("no cells found");
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238 return;
416
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239 }
361
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240
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241 // put into spatial index to speed up finding neighbors.
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242 STRtree spatialIndex = new STRtree();
361
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243
519
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parents: 514
diff changeset
244 for (GridCell cell: cells) {
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parents: 514
diff changeset
245 spatialIndex.insert(cell.getEnvelope(), cell);
361
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
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parents:
diff changeset
246 }
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
247
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
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parents:
diff changeset
248 LinearToMap linearToMap = new LinearToMap(
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
249 path, from, to, metrics);
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
250
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
251 double dP = (to - from)/steps;
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parents:
diff changeset
252
519
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parents: 514
diff changeset
253 Coordinate center = new Coordinate();
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parents: 514
diff changeset
254 Envelope queryBuffer = new Envelope();
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
255 GridCell.CellFinder finder = new GridCell.CellFinder();
361
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
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parents:
diff changeset
256
365
f66088a43ecc Added horizontal crossprofile charts to chart pallet. Fixed some bugs before interpolation.
Ingo Weinzierl <ingo.weinzierl@intevation.de>
parents: 361
diff changeset
257 int missedInterpolations = 0;
519
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
258 int interpolations = 0;
474
ab29e4ff2fda Added area interpolation needed for "Horizontalschnitt"
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 445
diff changeset
259
365
f66088a43ecc Added horizontal crossprofile charts to chart pallet. Fixed some bugs before interpolation.
Ingo Weinzierl <ingo.weinzierl@intevation.de>
parents: 361
diff changeset
260 for (double p = from; p <= to; p += dP) {
361
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
261 if (!linearToMap.locate(p, center)) {
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
262 continue;
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
263 }
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
264 queryBuffer.init(
778
9a828e5a2390 Removed trailing whitespace
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 528
diff changeset
265 center.x - EPS, center.x + EPS,
519
4e347624ee7c Last part to fix gnv/issue153. Now 'Profilschnitte', 'Horizontalschnitte' and 'horizontale Schnittprofile'
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
266 center.y - EPS, center.y + EPS);
361
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
267
519
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
268 finder.prepare(center);
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
269 spatialIndex.query(queryBuffer, finder);
361
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
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parents:
diff changeset
270
519
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parents: 514
diff changeset
271 GridCell found = finder.found;
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
272
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
273 if (found == null) {
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
274 consumer.interpolated(center, false);
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
275 ++missedInterpolations;
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
276 continue;
361
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
277 }
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
278
519
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
279 Point2d n0 = found.p1;
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parents: 514
diff changeset
280 Point2d n1 = found.p2;
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parents: 514
diff changeset
281 Point2d n2 = found.p3;
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
282 Point2d n3 = found.p4;
361
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
283
519
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
284 double z1 = interpolate(
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
285 n0.x, n0.z,
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
286 n1.x, n1.z,
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
287 center.x);
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
288 double z2 = interpolate(
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
289 n2.x, n2.z,
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
290 n3.x, n3.z,
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
291 center.x);
4e347624ee7c Last part to fix gnv/issue153. Now 'Profilschnitte', 'Horizontalschnitte' and 'horizontale Schnittprofile'
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
292 double y1 = interpolate(
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
293 n0.x, n0.y,
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
294 n1.x, n1.y,
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
295 center.x);
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
296 double y2 = interpolate(
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
297 n2.x, n2.y,
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
298 n3.x, n3.y,
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
299 center.x);
4e347624ee7c Last part to fix gnv/issue153. Now 'Profilschnitte', 'Horizontalschnitte' and 'horizontale Schnittprofile'
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
300 center.z = interpolate(
4e347624ee7c Last part to fix gnv/issue153. Now 'Profilschnitte', 'Horizontalschnitte' and 'horizontale Schnittprofile'
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
301 y1, z1,
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
302 y2, z2,
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
303 center.y);
4e347624ee7c Last part to fix gnv/issue153. Now 'Profilschnitte', 'Horizontalschnitte' and 'horizontale Schnittprofile'
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
304 consumer.interpolated(center, true);
4e347624ee7c Last part to fix gnv/issue153. Now 'Profilschnitte', 'Horizontalschnitte' and 'horizontale Schnittprofile'
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 514
diff changeset
305 ++interpolations;
361
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
306 }
365
f66088a43ecc Added horizontal crossprofile charts to chart pallet. Fixed some bugs before interpolation.
Ingo Weinzierl <ingo.weinzierl@intevation.de>
parents: 361
diff changeset
307
434
0eed5749fd63 Implemented the raster interpolation for the 'Profilschnitt'.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 431
diff changeset
308 if (debug) {
778
9a828e5a2390 Removed trailing whitespace
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 528
diff changeset
309 log.debug("interpolations: " +
416
04a242c67fe6 Added support of gap detection in horizontalcrossprofile charts.
Ingo Weinzierl <ingo.weinzierl@intevation.de>
parents: 366
diff changeset
310 interpolations + " / " + missedInterpolations);
04a242c67fe6 Added support of gap detection in horizontalcrossprofile charts.
Ingo Weinzierl <ingo.weinzierl@intevation.de>
parents: 366
diff changeset
311 }
361
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
312 }
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
313
807
a645bd23c1c8 Added more javadoc. Removed trailing whitespace.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 798
diff changeset
314 /**
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 798
diff changeset
315 * Linear interpolate a value between (x1, y1) and (x2, y2) at
a645bd23c1c8 Added more javadoc. Removed trailing whitespace.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 798
diff changeset
316 * a given x-value.
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 798
diff changeset
317 * @param x1 x component of first point.
a645bd23c1c8 Added more javadoc. Removed trailing whitespace.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 798
diff changeset
318 * @param y1 y component of first point.
a645bd23c1c8 Added more javadoc. Removed trailing whitespace.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 798
diff changeset
319 * @param x2 x component of second point.
a645bd23c1c8 Added more javadoc. Removed trailing whitespace.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 798
diff changeset
320 * @param y2 y component of second point.
a645bd23c1c8 Added more javadoc. Removed trailing whitespace.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 798
diff changeset
321 * @param x The x value.
a645bd23c1c8 Added more javadoc. Removed trailing whitespace.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 798
diff changeset
322 * @return The intepolated result.
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Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 798
diff changeset
323 */
361
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
324 public static final double interpolate(
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
325 double x1, double y1,
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
326 double x2, double y2,
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
327 double x
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
328 ) {
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
329 if (x2 == x1) {
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
330 return (y1 + y2)*0.5d;
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
331 }
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
332 double m = (y2-y1)/(x2-x1);
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
333 double b = y1 - m*x1;
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
334 return m*x + b;
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
335 }
aec85d00d82c Added code to do 2D interpolations along a digitied track on the map.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff changeset
336 }
836
05bf8534a35a Using unix line endings only.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents: 807
diff changeset
337 // vim:set ts=4 sw=4 si et sta sts=4 fenc=utf8 :
http://dive4elements.wald.intevation.org