GRASS GIS 8 Programmer's Manual 8.3.2(2024)-exported
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c_means.c
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1/*!
2 \file cluster/c_means.c
3
4 \brief Cluster library - Means value
5
6 (C) 2001-2009 by the GRASS Development Team
7
8 This program is free software under the GNU General Public License
9 (>=v2). Read the file COPYING that comes with GRASS for details.
10
11 \author Original author CERL
12 */
13
14#include <math.h>
15#include <grass/cluster.h>
16
17/*!
18 \brief Calculate means value
19
20 \param C pointer to Cluster structure
21
22 \return 0
23 */
24int I_cluster_means(struct Cluster *C)
25{
26 int band;
27 int class;
28 double m, v; /* m=mean, v=variance then std dev */
29 double s;
30
31 G_debug(3, "I_cluster_means(nbands=%d,nclasses=%d)", C->nbands,
32 C->nclasses);
33
34 for (band = 0; band < C->nbands; band++) {
35 s = C->band_sum[band];
36 m = s / C->npoints;
37 v = C->band_sum2[band] - s * m;
38 v = sqrt(v / (C->npoints - 1));
39 for (class = 0; class < C->nclasses; class ++)
40 C->mean[band][class] = m;
41 if (C->nclasses > 1)
42 for (class = 0; class < C->nclasses; class ++)
43 C->mean[band][class] +=
44 ((2.0 * class) / (C->nclasses - 1) - 1.0) * v;
45 }
46
47 return 0;
48}
int I_cluster_means(struct Cluster *C)
Calculate means value.
Definition c_means.c:24
int G_debug(int level, const char *msg,...)
Print debugging message.
Definition debug.c:66