[R-sig-eco] Asking about package analyzing periodic pattern
Nguyen Quynh Hoa
hoanq8x at gmail.com
Sat Apr 12 03:33:45 CEST 2014
Dear R-sig-ecology list,
I am analysing the frequency fluctuation in the calling song, and my
data showed that there are certain periodic patterns produced within
the song, each pattern could be due to a certain acoustic producing
apparatus. Beforehand, I used packages strucchange and changepoint,
but none of them were capable of segmenting the sequence into discrete
patterns according to shape, not mean or variance values. I wonder if
there is any other methods that could help me identify patterns or
shapes of frequency fluctuation?
My data is as below:
> PF
[1] 3962.11 3962.11 4134.38 4134.38 3962.11 4134.38 4134.38 3962.11
[9] 3962.11 3789.84 3962.11 3962.11 3962.11 3962.11 4134.38 4134.38
[17] 3962.11 4134.38 3962.11 3962.11 3962.11 4134.38 3962.11 3962.11
[25] 4134.38 3789.84 3962.11 4134.38 4134.38 4134.38 4134.38 4134.38
[33] 3962.11 4306.64 4134.38 4134.38 3962.11 3962.11 4134.38 3962.11
[41] 4478.91 4306.64 4478.91 4478.91 4306.64 4478.91 5167.97 4306.64
[49] 4134.38 4306.64 4134.38 4306.64 5340.23 4306.64 4651.17 4306.64
[57] 4306.64 4306.64 4306.64 4306.64 4306.64 4306.64 4306.64 4478.91
[65] 4306.64 4478.91 4306.64 4306.64 4306.64 4478.91 4134.38 4306.64
[73] 4478.91 4306.64 4134.38 4306.64 4306.64 4306.64 4306.64 4306.64
[81] 4306.64 4306.64 4134.38 4306.64 4134.38 4134.38 4306.64 4306.64
[89] 5340.23 4306.64 4134.38 4306.64 4306.64 4306.64 4306.64 4306.64
[97] 4478.91 4306.64 4306.64 4306.64 4134.38 4306.64 4306.64 4306.64
[105] 4306.64 4306.64 4306.64 5340.23 4306.64 4306.64 4306.64 5167.97
[113] 4306.64 4478.91 4306.64 4651.17 4306.64 4306.64 4651.17 4306.64
[121] 4306.64 5167.97 4306.64 4306.64 4306.64 4306.64 4306.64 4306.64
[129] 4478.91 4478.91 4306.64 4478.91 4306.64 5340.23 4306.64 5167.97
[137] 4306.64 5167.97 4306.64 4134.38 4306.64 4306.64 4306.64 4306.64
[145] 4306.64 4306.64 5167.97 4306.64 4306.64 4306.64 4306.64 4306.64
[153] 4478.91 5167.97 4306.64 4651.17 4306.64 4306.64 5512.50 4306.64
[161] 5167.97 4306.64 4306.64 4134.38 4306.64 4306.64 5167.97 4306.64
[169] 4134.38 4134.38 4306.64 5167.97 4306.64 4134.38 4306.64 4306.64
[177] 4134.38 4306.64 4651.17 4134.38 4306.64 5167.97 4478.91 5167.97
[185] 5684.77 5857.03 6029.30 5512.50 5167.97 6201.56 6029.30 5340.23
[193] 6201.56 5340.23 5857.03 6201.56 6029.30 5684.77 5512.50 6029.30
[201] 5684.77 6029.30 6201.56 6029.30 6201.56 6373.83 6029.30 5340.23
[209] 5857.03 4995.70 5684.77 5857.03 4823.44 5684.77 6029.30 5857.03
[217] 6201.56 4478.91 6201.56 6029.30 6201.56 6029.30 5512.50 6029.30
[225] 5857.03 5512.50 6029.30 5857.03 5684.77 6029.30 5857.03 6029.30
[233] 5684.77 6029.30 6201.56 6029.30 5857.03 5167.97 6201.56 6029.30
[241] 4306.64 6201.56 5857.03 5340.23 6201.56 5857.03 6029.30 5167.97
[249] 5857.03 6029.30 5340.23 6201.56 6029.30 6201.56 6029.30 6201.56
[257] 5857.03 6029.30 6201.56 5857.03 6029.30 5857.03 6201.56 5857.03
[265] 5684.77 4995.70 6029.30 6201.56 5857.03 6373.83 6029.30 6201.56
[273] 5684.77 6201.56 5512.50 6201.56 5684.77 6201.56 5857.03 6029.30
[281] 5512.50 6201.56 6373.83 6201.56 6373.83 6201.56 6029.30 6201.56
[289] 6029.30 5857.03 5684.77 5857.03 5684.77 6029.30 5857.03 6029.30
[297] 5857.03 6029.30 6201.56 6373.83 6201.56 6029.30 6373.83 6029.30
[305] 5684.77 6029.30 5857.03 6029.30 6201.56 6029.30 6201.56 6029.30
[313] 6201.56 6029.30 6201.56 5857.03 6029.30 5512.50 6029.30 6201.56
[321] 6029.30 6201.56 6029.30 6373.83 6201.56 6373.83 6201.56 6373.83
[329] 6201.56 6029.30 5684.77 6029.30 5684.77 5857.03 6029.30 6201.56
[337] 6373.83 6201.56 6373.83 5857.03 6201.56 5857.03 6029.30 5857.03
[345] 6029.30 5857.03 6201.56 6029.30 6201.56 5684.77 6201.56 6373.83
[353] 6201.56 6373.83 6029.30 5857.03 5512.50 5857.03 6029.30 4823.44
[361] 6373.83 6373.83 12919.92 13781.25 14125.78 13781.25 14125.78 13953.52
[369] 14125.78 14298.05 13264.45 6373.83 6201.56 5857.03 5684.77 5857.03
[377] 5857.03 5857.03 5857.03 6201.56 6373.83 6373.83 13092.19 13264.45
[385] 13436.72 13608.98 14298.05 13953.52 14642.58 14642.58 14470.31 13436.72
[393] 6373.83 5684.77 5684.77 5684.77 5857.03 5857.03 6201.56 6373.83
[401] 6718.36 13264.45 13781.25 13781.25 14125.78 14125.78 14125.78 14987.11
[409] 14814.84 14814.84 14125.78 5684.77 6373.83 5684.77 5684.77 5512.50
[417] 5684.77 5857.03 6029.30 6201.56 6546.09 6546.09 12919.92 13436.72
[425] 14125.78 14125.78 14470.31 14470.31 14642.58 14298.05 14125.78 6546.09
[433] 6201.56 4651.17 5857.03 5684.77 5857.03 6029.30 6201.56 6201.56
[441] 6201.56 6546.09 13436.72 13781.25 13781.25 14125.78 14642.58 14470.31
[449] 14470.31 14298.05 14642.58 13264.45 6373.83 6201.56 5857.03 5684.77
[457] 5857.03 6029.30 5857.03 6029.30 6201.56 6373.83 13264.45 13608.98
[465] 14125.78 14642.58 14814.84 14814.84 14298.05 14814.84 13264.45 6546.09
[473] 6201.56 6029.30 5684.77 5857.03 5684.77 5857.03 6029.30 6201.56
[481] 6546.09 6718.36 13436.72 13781.25 14298.05 14298.05 14814.84 14642.58
[489] 14814.84 14814.84 13953.52 13781.25 6201.56 6201.56 5857.03 5512.50
[497] 5857.03 5857.03 6373.83 6373.83 6373.83 6373.83 13436.72 14298.05
[505] 13953.52 14987.11 14814.84 14987.11 14814.84 14987.11 14814.84 13436.72
[513] 13264.45 5857.03 4823.44 5684.77 5857.03 5857.03 5857.03 6029.30
[521] 6201.56 6546.09 6718.36 13608.98 14298.05 14125.78 14987.11 14814.84
[529] 14987.11 14814.84 14987.11 14470.31 6546.09 5684.77 5684.77 5684.77
[537] 5512.50 5684.77 5857.03 6201.56 6029.30 6373.83 6373.83 13092.19
[545] 14125.78 13953.52 14642.58 14642.58 14987.11 15159.38 15159.38 14987.11
[553] 15159.38 13781.25 6201.56 5684.77 6029.30 5512.50 6029.30 6029.30
[561] 6201.56 6546.09 6718.36 13436.72 13781.25 13953.52 14470.31 14642.58
[569] 14814.84 14814.84 14814.84 14814.84 13781.25 6029.30 6201.56 5857.03
[577] 5684.77 5857.03 6029.30 6029.30 6373.83 6718.36 13436.72 13781.25
[585] 14814.84 14642.58 14987.11 14987.11 14987.11 14814.84 15159.38 13953.52
[593] 6373.83 4995.70 4823.44 5684.77 5857.03 5684.77 5857.03 6029.30
[601] 6201.56 6373.83 6546.09 6718.36 13436.72 13953.52 14642.58 14987.11
[609] 14987.11 14987.11 15159.38 14987.11 14642.58 6546.09 6373.83 5684.77
[617] 5857.03 5857.03 5684.77 5857.03 6201.56 6201.56 4823.44 6546.09
[625] 6718.36 13953.52 14470.31 14642.58 14814.84 15159.38 14987.11 15159.38
[633] 14470.31 6373.83 6546.09 4823.44 5684.77 5857.03 5684.77 5857.03
[641] 5684.77 6201.56 6546.09 6718.36 13608.98 13781.25 14470.31 14470.31
[649] 15159.38 15159.38 15159.38 14987.11 14987.11 14470.31 6373.83 6201.56
[657] 5684.77 5684.77 5857.03 5684.77 5857.03 6201.56 6201.56 5167.97
[665] 6546.09 6718.36 13608.98 4823.44 14814.84 14814.84 14987.11 15159.38
[673] 15159.38 14987.11 6890.62 5340.23 6201.56 6029.30 5684.77 5857.03
[681] 6201.56 6201.56 6373.83 6546.09 6373.83 6546.09 4823.44 14814.84
[689] 14987.11 15159.38 14987.11 15331.64 14987.11 15159.38 6201.56 4995.70
[697] 6201.56 5857.03 5857.03 5857.03 5857.03 5857.03 6201.56 6718.36
[705] 6201.56 7062.89 14470.31 14470.31 14814.84 15159.38 15159.38 14987.11
[713] 15331.64 14642.58 6201.56 6546.09 5684.77 5684.77 5684.77 5684.77
[721] 5684.77 6201.56 6201.56 6546.09 6718.36 7062.89 4823.44 14470.31
[729] 14470.31 14814.84 15159.38 15159.38 14987.11 14814.84 14814.84 6546.09
[737] 6546.09 5857.03 5857.03 5857.03 5857.03 5684.77 5857.03 6201.56
[745] 6373.83 6546.09 6718.36 14470.31 14642.58 14642.58 15331.64 14987.11
[753] 15331.64 15159.38 14642.58 14814.84 6546.09 6546.09 5684.77 6029.30
[761] 5684.77 5857.03 5684.77 6373.83 6201.56 6718.36 6546.09 13781.25
[769] 14642.58 14642.58 14987.11 15159.38 14987.11 15331.64 15331.64 14987.11
[777] 6718.36 6546.09 6201.56 5857.03 5857.03 5857.03 5857.03 6201.56
[785] 6373.83 6718.36 6718.36 4823.44 14642.58 14470.31 14814.84 15331.64
[793] 15159.38 15159.38 15159.38 14814.84 14987.11 13608.98 4995.70 6201.56
[801] 5857.03 5857.03 5857.03 5857.03 6201.56 6373.83 6546.09 6718.36
[809] 13608.98 4823.44 14470.31 15159.38 15159.38 14987.11 15159.38 15331.64
[817] 14642.58 4995.70 6546.09 6201.56 5857.03 5857.03 5857.03 5857.03
[825] 5857.03 6201.56 6201.56 6546.09 6718.36 14470.31 14470.31 14814.84
[833] 15159.38 15159.38 15159.38 15159.38 15848.44 14987.11 14642.58 6546.09
[841] 5857.03 5857.03 5857.03 5857.03 5857.03 6201.56 6201.56 6718.36
[849] 7062.89 14125.78 14470.31 14814.84 15159.38 15159.38 15159.38 14642.58
[857] 14814.84 14642.58 6718.36 6546.09 5857.03 6029.30 5857.03 5857.03
[865] 5857.03 6201.56 6201.56 6718.36 6546.09 14470.31 14470.31 15331.64
[873] 14814.84 14814.84 15159.38 14814.84 15159.38 14642.58 4823.44 6373.83
[881] 6201.56 5857.03 5857.03 5857.03 5857.03 5857.03 6201.56 6201.56
[889] 6718.36 6718.36 13608.98 14987.11 14470.31 14814.84 15159.38 14814.84
[897] 15848.44 16020.70 14987.11 14642.58 6546.09 5684.77 5857.03 5857.03
[905] 5857.03 5857.03 5857.03 6201.56 6373.83 6546.09 6718.36 14470.31
[913] 14642.58 14814.84 14987.11 14987.11 15848.44 16020.70 15848.44 15676.17
[921] 15159.38 4995.70 6546.09 6029.30 5857.03 5857.03 5857.03 5857.03
[929] 6201.56 6373.83 6718.36 6718.36 7062.89 14470.31 14814.84 15159.38
[937] 14814.84 14814.84 15159.38 15503.91 15159.38 15159.38 4995.70 6546.09
[945] 6201.56 5857.03 5857.03 5857.03 5857.03 5857.03 6373.83 6718.36
[953] 6718.36 7062.89 7062.89 14470.31 14814.84 14814.84 15159.38 16192.97
[961] 15676.17 14987.11 14814.84 6718.36 6201.56 5857.03 5857.03 5857.03
[969] 5857.03 5857.03 6201.56 6718.36 6718.36 7062.89 14470.31 14814.84
[977] 15331.64 15503.91 16020.70 16192.97 15848.44 16192.97 15848.44 14642.58
[985] 6546.09 6201.56 5857.03 5857.03 5857.03 5857.03 6201.56 6373.83
[993] 6546.09 7062.89 14470.31 14642.58 14814.84 15331.64 14814.84 15503.91
[1001] 16020.70 15503.91 16192.97 14642.58 4995.70 6373.83 6373.83 5857.03
[1009] 6029.30 5857.03 5857.03 5857.03 6201.56 6546.09 6718.36 7062.89
[1017] 14470.31 14814.84 14814.84 16020.70 15503.91 16020.70 16192.97 15676.17
[1025] 4995.70 6890.62 6373.83 6201.56 5857.03 5857.03 5857.03 5857.03
[1033] 6373.83 6373.83 6718.36 7062.89 7062.89 14642.58 15159.38 15331.64
[1041] 15503.91 16020.70 16192.97 16020.70 15159.38 15159.38 6718.36 6373.83
[1049] 5857.03 5857.03 5857.03 5857.03 6201.56 6373.83 6718.36 7062.89
[1057] 7062.89 14814.84 14642.58 15503.91 15331.64 16192.97 16192.97 16192.97
[1065] 16192.97 16192.97 15159.38 4995.70 6373.83 6201.56 5857.03 5857.03
[1073] 5857.03 5857.03 6373.83 6201.56 6718.36 6718.36 14642.58 14987.11
[1081] 15331.64 15503.91 15331.64 16192.97 16020.70 16192.97 15331.64 4995.70
[1089] 6718.36 6373.83 5857.03 5857.03 5857.03 5857.03 5857.03 6373.83
[1097] 6718.36 6718.36 6373.83 14298.05 14642.58 14987.11 15503.91 15331.64
[1105] 16192.97 16365.23 15848.44 15159.38 6546.09 6718.36 6373.83 5857.03
[1113] 5857.03 5857.03 5857.03 6201.56 6373.83 6718.36 6718.36 14298.05
[1121] 14814.84 14642.58 15159.38 15331.64 15331.64 16192.97 16020.70 15848.44
[1129] 16192.97 14642.58 14470.31 6373.83 4995.70 5857.03 5857.03 5857.03
[1137] 6201.56 6201.56 6718.36 14125.78 14642.58 14298.05 14987.11 14987.11
[1145] 14987.11 15676.17 16192.97 16365.23 15159.38 15159.38 14125.78 4995.70
[1153] 4995.70 4995.70 5857.03 5167.97 5857.03 5857.03 6373.83 6718.36
[1161] 6718.36 13953.52 13953.52 14298.05 15159.38 14987.11 15503.91 15676.17
[1169] 16192.97 15848.44 15159.38 13953.52 4995.70 5167.97 5684.77 5857.03
[1177] 5857.03 5857.03 5857.03 6201.56 6718.36 6546.09 14298.05 13953.52
[1185] 15159.38 15159.38 14987.11 14987.11 16192.97 16192.97 15848.44 15848.44
[1193] 15159.38 14470.31 6546.09 6373.83 6029.30 5167.97 5857.03 5857.03
[1201] 6201.56 6718.36 13264.45 14298.05 14125.78 14814.84 14987.11 15159.38
[1209] 15331.64 16192.97 16192.97 15676.17 16192.97 15159.38 14814.84 14125.78
[1217] 5167.97 6029.30 5857.03 5167.97 5857.03 6029.30 6373.83 6718.36
[1225] 13781.25 14125.78 14642.58 14987.11 15503.91 15331.64 15848.44 16192.97
[1233] 15848.44 15331.64 15159.38 13608.98 6718.36 6373.83 5857.03 5857.03
[1241] 5857.03 6029.30 6201.56 6373.83 13608.98 13953.52 14298.05 14298.05
[1249] 15159.38 15331.64 15503.91 15676.17 15503.91 16365.23 15848.44 15159.38
[1257] 13953.52 6546.09 6201.56 6029.30 5167.97 5857.03 6029.30 6373.83
[1265] 5167.97 13781.25 13608.98 14125.78 15159.38 14987.11 15503.91 15848.44
[1273] 15848.44 16192.97 15848.44 16365.23 15159.38 15159.38 13436.72 5340.23
[1281] 5857.03 5857.03 5167.97 5167.97 6201.56 6373.83 13953.52 14470.31
[1289] 14298.05 14987.11 15331.64 15503.91 15331.64 15503.91 16365.23 15676.17
[1297] 15331.64 13953.52 13436.72 6373.83 6029.30 5857.03 5167.97 5857.03
[1305] 6373.83 5167.97 6718.36 13953.52 14470.31 14470.31 14987.11 15503.91
[1313] 15331.64 15848.44 16365.23 16365.23 16365.23 14814.84 14814.84 13264.45
[1321] 6373.83 5857.03 5857.03 5167.97 5857.03 6373.83 5167.97 6546.09
[1329] 13953.52 14642.58 15159.38 14987.11 14987.11 15676.17 16020.70 15848.44
[1337] 16365.23 16020.70 14814.84 14125.78 6546.09 6373.83 5857.03 5857.03
[1345] 5167.97 5857.03 6373.83 5167.97 6718.36 13953.52 14814.84 14987.11
[1353] 15159.38 14987.11 15331.64 6029.30 6373.83 6546.09 6718.36 14298.05
[1361] 14642.58 15159.38 15848.44 15676.17 16365.23 16365.23 16365.23 16365.23
[1369] 15159.38 14298.05 13608.98 6373.83 6029.30 6029.30 5684.77 6029.30
[1377] 6373.83 5340.23 13953.52 14814.84 14987.11 15159.38 15676.17 15676.17
[1385] 16365.23 16365.23 16537.50 15848.44 15159.38 14642.58 13608.98 6546.09
[1393] 6029.30 5684.77 6029.30 6546.09 6546.09 13781.25 14642.58 15159.38
[1401] 14987.11 15503.91 15848.44 15676.17 16192.97 16537.50 16365.23 15331.64
[1409] 14987.11 6718.36 6546.09 6029.30 6029.30 5684.77 5684.77 6029.30
[1417] 6373.83 5340.23 13781.25 14642.58 15159.38 14987.11 16192.97 16192.97
[1425] 16365.23 16192.97 16365.23 15331.64 14987.11 13608.98 6718.36 6029.30
[1433] 6201.56 6029.30 6029.30 6546.09 13608.98 13781.25 14642.58 14987.11
[1441] 14987.11 14987.11 15848.44 16537.50 16192.97 16537.50 16365.23 15503.91
[1449] 15503.91 4995.70 6373.83 6029.30 6029.30 6029.30 6373.83 13436.72
[1457] 13781.25 14814.84 14642.58 14987.11 15848.44 15331.64 16365.23 16365.23
[1465] 16365.23 16365.23 16020.70 15331.64 14814.84 5340.23 4995.70 6029.30
[1473] 6029.30 6029.30 6373.83 6373.83 13608.98 13953.52 14642.58 15159.38
[1481] 14987.11 15331.64 16192.97 16020.70 16365.23 15848.44 14987.11 14814.84
[1489] 4995.70 6373.83 6029.30 6029.30 6029.30 6029.30 6373.83 5340.23
[1497] 13781.25 14642.58 14987.11 14987.11 14987.11 15676.17 16365.23 16365.23
[1505] 16192.97 15848.44 14125.78 13781.25 6373.83 6201.56 5684.77 6029.30
[1513] 6029.30 6546.09 13436.72 14298.05 14642.58 14987.11 15503.91 15676.17
[1521] 16365.23 16365.23 16365.23 16365.23 16020.70 14814.84 14987.11 5167.97
[1529] 4995.70 6029.30 6029.30 6029.30 6546.09 6373.83 5340.23 14125.78
[1537] 14814.84 15331.64 15159.38 15676.17 15159.38 16020.70 16365.23 15676.17
[1545] 15848.44 14470.31 14125.78 6373.83 6029.30 5684.77 6029.30 6029.30
[1553] 6546.09 6718.36 14298.05 14642.58 15159.38 15503.91 14987.11 15503.91
[1561] 16365.23 16365.23 16020.70 16192.97 14987.11 14642.58 5167.97 6373.83
[1569] 6029.30 5684.77 6029.30 6546.09 6373.83 5340.23 13953.52 14987.11
[1577] 15159.38 15331.64 15503.91 16365.23 16365.23 16365.23 15848.44 15848.44
[1585] 14814.84 13953.52 6373.83 6201.56 6029.30 6029.30 6029.30 6373.83
[1593] 6890.62 14298.05 14814.84 14987.11 14987.11 15848.44 16192.97 16537.50
[1601] 16537.50 16020.70 15331.64 14814.84 4995.70 6201.56 5857.03 6029.30
[1609] 6029.30 6029.30 6373.83 6718.36 6890.62 14642.58 15159.38 15503.91
[1617] 15331.64 16365.23 16020.70 16365.23 16537.50 16365.23 14642.58 14987.11
[1625] 6718.36 4995.70 6029.30 5684.77 5684.77 6029.30 6546.09 6718.36
[1633] 14298.05 14987.11 15159.38 15676.17 15331.64 16365.23 16020.70 16365.23
[1641] 16020.70 15848.44 14125.78 6718.36 6373.83 6201.56 6029.30 5684.77
[1649] 6029.30 6546.09 6546.09 6890.62 14814.84 14642.58 15503.91 15848.44
[1657] 15848.44 15848.44 16192.97 16537.50 16020.70 14814.84 6718.36 6546.09
[1665] 6029.30 6029.30 6029.30 6029.30 6546.09 6373.83 6890.62 14298.05
[1673] 14987.11 15159.38 15676.17 15503.91 16020.70 16365.23 16365.23 16020.70
[1681] 15331.64 14987.11 6890.62 6201.56 5857.03 6029.30 5684.77 6029.30
[1689] 6373.83 6718.36 14470.31 14470.31 15331.64 15676.17 15676.17 16020.70
[1697] 16020.70 16365.23 16020.70 15503.91 14298.05 6890.62 6373.83 6373.83
[1705] 6029.30 5684.77 6029.30 6373.83 6546.09 6890.62 7062.89 14298.05
[1713] 15331.64 15503.91 15676.17 16020.70 16365.23 16192.97 16020.70 7235.16
[1721] 6373.83 6201.56 6029.30 6029.30 6029.30 6029.30 6546.09 6373.83
[1729] 6890.62 14298.05 14642.58 15503.91 15331.64 15848.44 16537.50 16192.97
[1737] 16537.50 16192.97 14814.84 14987.11 6546.09 6373.83 5167.97 6029.30
[1745] 6029.30 6029.30 6373.83 6546.09 6718.36 14642.58 15159.38 15331.64
[1753] 15848.44 16365.23 16020.70 16365.23 15848.44 16020.70 7235.16 7062.89
[1761] 6546.09 6373.83 6029.30 6029.30 6029.30 6373.83 6373.83 6890.62
[1769] 7062.89 7235.16 15331.64 15503.91 15676.17 15848.44 16020.70 16192.97
[1777] 16365.23 16020.70 7235.16 6373.83 6201.56 6029.30 6029.30 6373.83
[1785] 6546.09 6718.36 6890.62 7062.89 15159.38 15331.64 15676.17 15848.44
[1793] 16537.50 16192.97 15848.44 15503.91 7062.89 6718.36 6546.09 6029.30
[1801] 5857.03 5857.03 6029.30 6373.83 6373.83 6890.62 7235.16 7235.16
[1809] 7579.69 14987.11 15676.17 16537.50 16537.50 16365.23 16020.70 7579.69
[1817] 6373.83 6373.83 6201.56 6029.30 6029.30 6029.30 6373.83 6373.83
[1825] 6890.62 7235.16 7235.16 7579.69 15848.44 14987.11 15848.44 16192.97
[1833] 15848.44 15848.44 7407.42 6890.62 6373.83 6201.56 6029.30 6029.30
[1841] 6373.83 6373.83 6718.36 6890.62 7235.16 7751.95 14987.11 15331.64
[1849] 14987.11 16192.97 16537.50 15848.44 15848.44 7235.16 7062.89 6373.83
[1857] 6201.56 6029.30 6201.56 6201.56 6546.09 6718.36 6890.62 7235.16
[1865] 7751.95 7579.69 15159.38 15503.91 16192.97 15848.44 15159.38 15331.64
[1873] 7062.89 6890.62 6201.56 6201.56 6029.30 6029.30 6373.83 6890.62
[1881] 6890.62 7235.16 7579.69 7579.69 15503.91 15676.17 15848.44 16537.50
[1889] 16020.70 4823.44 7407.42 6373.83 6373.83 6029.30 6029.30 6029.30
[1897] 6029.30 6029.30 6373.83 6546.09 6718.36 7407.42 7579.69 7751.95
[1905] 15848.44 15676.17 16192.97 15676.17 7579.69 7235.16 6546.09 6373.83
[1913] 6201.56 5684.77 6029.30 6029.30 6546.09 6546.09 6890.62 7235.16
[1921] 7579.69 7751.95 7924.22 15676.17 16192.97 4823.44 16537.50 4995.70
[1929] 4995.70 6718.36 6546.09 6029.30 5857.03 5857.03 6029.30 6029.30
[1937] 6373.83 6373.83 6890.62 7235.16 7579.69 7751.95 7579.69 7924.22
[1945] 16020.70 15848.44 16537.50 4995.70 7407.42 6718.36 6373.83 5857.03
[1953] 5857.03 4995.70 6201.56 6546.09 6546.09 6890.62 7062.89 7579.69
[1961] 7579.69 7924.22 4823.44 16365.23 15848.44 15848.44 4995.70 7235.16
[1969] 6718.36 6373.83 6029.30 5857.03 5857.03 6029.30 6029.30 6373.83
[1977] 6373.83 6718.36 7579.69 7751.95 7751.95 7751.95 16192.97 16020.70
[1985] 15848.44 7751.95 4995.70 6890.62 6373.83 6029.30 6029.30 5684.77
[1993] 6029.30 6029.30 6373.83 6546.09 6890.62 7235.16 7235.16 7579.69
[2001] 15676.17 15848.44 4823.44 16020.70 4823.44 4995.70 6718.36 4995.70
[2009] 4995.70 4995.70 5684.77 6029.30 6029.30 6373.83 6890.62 6718.36
[2017] 7235.16 7579.69 7579.69 4823.44 15848.44 15848.44 16192.97 4995.70
[2025] 4995.70 4995.70 5167.97 6201.56 5857.03 5512.50 6029.30 6029.30
[2033] 6029.30 6373.83 6373.83 6718.36 7235.16 7235.16 15159.38 15848.44
[2041] 15848.44 16020.70 15331.64 6718.36 6546.09 6373.83 5857.03 5857.03
[2049] 5857.03 6029.30 6029.30 6029.30 6373.83 6718.36 6718.36 7235.16
[2057] 14987.11 15503.91 15331.64 15676.17 15848.44 16020.70 15331.64 4823.44
[2065] 6718.36 6201.56 6029.30 4995.70 5684.77 6029.30 6029.30 6373.83
[2073] 6890.62 4823.44 14470.31 15159.38 15331.64 15503.91 15676.17 15848.44
[2081] 15676.17 15331.64 14814.84 6718.36 6373.83 5857.03 5857.03 5684.77
[2089] 5684.77 6029.30 6029.30 6546.09 6890.62 4823.44 14470.31 15159.38
[2097] 15848.44 15503.91 15676.17 15503.91 15331.64 4995.70 6718.36 4995.70
[2105] 6029.30 5857.03 5684.77 5684.77 6029.30 6029.30 6373.83 6890.62
[2113] 13953.52 14642.58 14470.31 15331.64 15676.17 15331.64 16020.70 15331.64
[2121] 15331.64 14125.78 4995.70 4995.70 5512.50 5684.77 5684.77 5857.03
[2129] 6029.30 6373.83 6546.09 14125.78 14470.31 14298.05 15331.64 15503.91
[2137] 15331.64 15503.91 15331.64 14642.58 4995.70 4995.70 6201.56 5857.03
[2145] 5684.77 4995.70 5857.03 6373.83 6373.83 6373.83 6718.36 14125.78
[2153] 14642.58 15331.64 15331.64 15159.38 15331.64 15331.64 13608.98 4995.70
[2161] 4995.70 5684.77 5857.03 4995.70 4995.70 6029.30 6718.36 6546.09
[2169] 14125.78 14125.78 14814.84 15159.38 15676.17 15159.38 15676.17 15331.64
[2177] 14125.78 6718.36 6718.36 5684.77 13092.19 5684.77 5684.77 5857.03
[2185] 6201.56 6546.09 6718.36 4995.70 14642.58 14987.11 15331.64 15503.91
[2193] 16020.70 15676.17 14987.11 15159.38 6890.62 5684.77 4995.70 5167.97
[2201] 6201.56 6373.83 6718.36 6718.36 4995.70 14814.84 14642.58 15331.64
[2209] 15331.64 15503.91 15676.17 15331.64 6718.36 5684.77 5857.03 5857.03
[2217] 6029.30 6201.56 6373.83 4995.70 6890.62 14470.31 14814.84 14814.84
[2225] 14814.84 15503.91 15676.17 14987.11 6029.30 5857.03 6029.30 6201.56
[2233] 6546.09 6890.62 7062.89 14814.84 14642.58 14814.84 15676.17 14814.84
[2241] 14642.58 6890.62 4995.70 5512.50 5684.77 5857.03 6201.56 6373.83
[2249] 6546.09 7062.89 14470.31 14814.84 14814.84 14642.58 14814.84 14642.58
[2257] 14642.58 7062.89 6029.30 4995.70 6201.56 6201.56 6373.83 6546.09
[2265] 14298.05 14814.84 14987.11 14814.84 14814.84 15503.91 14987.11 14814.84
[2273] 14470.31 5684.77 5857.03 5857.03 6029.30 6373.83 6546.09 6890.62
[2281] 14470.31 14814.84 14814.84 14814.84 15159.38 14814.84 14987.11 5684.77
[2289] 5857.03 6029.30 6201.56 6201.56 6546.09 6890.62 14298.05 14470.31
[2297] 14987.11 15159.38 14814.84 14987.11 14987.11 14814.84 14987.11 5512.50
[2305] 5684.77 6029.30 6201.56 6373.83 6718.36 6890.62 14125.78 14298.05
[2313] 14642.58 14987.11 14642.58 15159.38 14987.11 4995.70 5684.77 5857.03
[2321] 6029.30 6029.30 6373.83 6373.83 6890.62 14125.78 14470.31 14814.84
[2329] 14642.58 14987.11 14642.58 14814.84 14470.31 4995.70 6029.30 6201.56
[2337] 6373.83 4995.70 13781.25 14470.31 14814.84 14642.58 14814.84 14814.84
[2345] 14814.84 14987.11 14298.05 4995.70 6373.83 5684.77 5684.77 5167.97
[2353] 6201.56 4995.70 4995.70 14298.05 14298.05 14470.31 14642.58 14642.58
[2361] 14642.58 14814.84 14987.11 4995.70 5684.77 5167.97 6201.56 6373.83
[2369] 6546.09 6718.36 14298.05 14470.31 14642.58 14814.84 14814.84 14987.11
[2377] 14814.84 14987.11 14642.58 4995.70 5167.97 4995.70 6373.83 6546.09
[2385] 13781.25 14125.78 14642.58 14642.58 14642.58 14814.84 15503.91 14987.11
[2393] 14814.84 4995.70 4995.70 5857.03 4995.70 4995.70 13436.72 13953.52
[2401] 14298.05 14642.58 14642.58 14298.05 14642.58 15159.38 14642.58 14987.11
[2409] 6373.83 6546.09 13264.45 13953.52 14298.05 14642.58 14814.84 14298.05
[2417] 14987.11 14814.84 14470.31 4995.70 5167.97 4995.70 6373.83 6718.36
[2425] 13608.98 14470.31 14470.31 14470.31 14298.05 14987.11 15676.17 14987.11
[2433] 15159.38 5167.97 4995.70 12919.92 13092.19 13781.25 14125.78 14470.31
[2441] 14987.11 14470.31 14987.11 14987.11 15159.38 15159.38 5167.97 12575.39
[2449] 6373.83 13436.72 13953.52 14298.05 14642.58 14987.11 14987.11 13781.25
[2457] 14298.05 13953.52 13781.25 13953.52 14125.78 14470.31 14298.05 14642.58
[2465] 12230.86 13436.72 13608.98 13953.52 14125.78 14125.78 14125.78 4823.44
[2473] 13608.98 13781.25 13953.52 14298.05 14470.31 14298.05 4823.44 13436.72
[2481] 13092.19 13608.98 13953.52 14125.78 14125.78 4823.44 13608.98 14125.78
[2489] 14125.78 14125.78 14470.31 14470.31 14470.31 13092.19 13436.72 13781.25
[2497] 13953.52 13953.52 14298.05 13264.45 13608.98 13781.25 13781.25 4823.44
[2505] 6373.83 13608.98 13608.98 13436.72 14125.78 4823.44 12919.92 13264.45
[2513] 13953.52 13781.25 13953.52 14298.05 12919.92 4823.44 13436.72 13436.72
[2521] 13781.25 4651.17 12919.92 13436.72 13608.98 13436.72 14125.78 14298.05
[2529] 13092.19 13436.72 13436.72 13953.52 14298.05 13264.45 13436.72 13608.98
[2537] 13608.98 13608.98 6373.83 13436.72 13608.98 13436.72 13781.25 14125.78
[2545] 12919.92 4823.44 13264.45 13608.98 4651.17 12747.66 13264.45 13608.98
[2553] 13436.72 13781.25 14125.78 4651.17 5512.50 13092.19 13436.72 13608.98
[2561] 13608.98 6029.30 4823.44 13436.72 13436.72 13608.98 12747.66 4823.44
[2569] 13436.72 13436.72 13608.98 6201.56 13264.45 13436.72 13608.98 13608.98
[2577] 12747.66 4823.44 13436.72 13436.72 13608.98 13608.98 13264.45 13608.98
[2585] 13608.98 13436.72 13608.98 13608.98 13781.25 13953.52 6373.83 6546.09
[2593] 13436.72 13608.98 5340.23 6373.83 6201.56 6373.83 6546.09 4651.17
[2601] 6029.30 4651.17 6373.83 6373.83 6029.30 6373.83 6201.56 4651.17
[2609] 6029.30 4478.91 5684.77 5857.03 4651.17 4478.91 5512.50 5857.03
[2617] 6029.30 4478.91 5684.77 4478.91 5684.77 4306.64
Thank you for your help in advance!
Nguyen Quynh Hoa (Ms.)
Graduate Student
Laboratory of Behavior and Ecology
College of Natural Science
Ewha Womans University
11-1 Daehyun-dong, Seodaemun-gu, Seoul 120-750, Korea
Tel: 0082 10 6862 6883
Email: hoanq8x at gmail.com; hoanq8x at ewhain.net
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