Preprocessing data for M analyses

Preprocessing data for M analyses

Introduction

The main of this work is to produce reliable physical parameter’s estimation for class M stars, i.e. according to the Hardvard stellar classification it includes stars with surface temperature between 2000 and 3700 K and they represent about the 76% of all the main sequence’s stars see ref..

Currently there are different catallogues like for instance the following,

In these catallogues, stars have been classified according to their stellar class only.

The idea is to use machine learning technology to help in this task by refining the initial classification. Learning spectra were planned to be borowed from synthetic grid like phoenix (BT-Setll).

In order to start the work, best practice procedures ask to have a look at diferent parameters from spectra in order to define wavelength spectra segments of interest and resolution all over the real spectra available.

Overlook at IPAC dataset

Starting the anaylsis by IPAC dataset, as it is built on different .txt files, one per star, it is necessary to read all of them and to categorize wavelength window and wavelength stepzise (mean and standard deviation).

setwd("~/M")
files <- list.files(path = "./ipac", pattern = ".*txt$", ignore.case = TRUE)
nf <- length(files)
d_ipac <- as.data.frame(matrix(0, nf, 11))
d_ipac[, 1] <- files
colnames(d_ipac) <- c("FileName", "MinFL", "MaxFL", "MinWL", "MaxWL", "MinST", 
    "1Q_ST", "Median", "Mean", "3Q_ST", "Max_ST")
j <- 0
ipc <- list()
for (i in files) {
    j <- j + 1
    ss <- read.table(file = paste("ipac/", i, sep = ""), skip = 16, header = FALSE)
    ipc[[i]] <- list(data = ss, name = i)
    d_ipac[j, 2:3] <- range(ss[, 2], na.rm = T)
    d_ipac[j, 4:5] <- range(ss[, 1], na.rm = T)
    d_ipac[j, 6:11] <- summary(diff(ss[, 1], 1))
}
table01 <- xtable(d_ipac)
print(table01, type = "html")

	FileName	MinFL	MaxFL	MinWL	MaxWL	MinST	1Q_ST	Median	Mean	3Q_ST	Max_ST
1	2MASP_J0152096p340037.7380.txt	-0.15	0.47	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
2	2MASP_J0152096p340037.7381.txt	-0.07	1.89	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
3	2MASP_J0338549p223153.7202.txt	-62.95	46.76	3422.06	9764.09	3.07	3.07	3.07	3.07	3.07	3.07
4	2MASP_J0339528p245728.7242.txt	-0.06	0.38	5110.44	6883.00	2.16	2.16	2.16	2.16	2.16	2.16
5	2MASP_J0339528p245728.7243.txt	0.00	2.55	6645.43	9177.56	2.46	2.46	2.46	2.46	2.46	2.46
6	2MASP_J0354013p231635.7201.txt	-21.40	5.34	3422.06	9764.09	3.07	3.07	3.07	3.07	3.07	3.07
7	2MASP_J0851204p102825.7246.txt	0.00	0.23	5110.44	6883.00	2.16	2.16	2.16	2.16	2.16	2.16
8	2MASP_J0851204p102825.7247.txt	0.00	1.90	6645.43	9177.56	2.46	2.46	2.46	2.46	2.46	2.46
9	2MASP_J1007435p113432.7404.txt	-0.01	0.56	4954.58	6707.49	2.18	2.18	2.18	2.18	2.18	2.18
10	2MASP_J1007435p113432.7405.txt	0.17	1.32	6647.06	9180.79	2.45	2.45	2.45	2.45	2.45	2.45
11	2MASP_J1242464p292619.7205.txt	-52.45	12.31	3438.96	9764.08	3.07	3.07	3.07	3.07	3.07	3.07
12	2MASP_J1244316p254720.7516.txt	-0.59	3.56	4716.99	9020.19	3.53	3.53	3.53	3.53	3.53	3.53
13	2MASP_J1246094p291603.7517.txt	-1.05	4.21	4716.99	9020.19	3.53	3.53	3.53	3.53	3.53	3.53
14	2MASP_J1254370p253850.7206.txt	-67.79	107.96	3438.96	9764.08	3.07	3.07	3.07	3.07	3.07	3.07
15	2MASP_J1256227p283047.7204.txt	-153.39	42.25	3422.06	9764.09	3.07	3.07	3.07	3.07	3.07	3.07
16	2MASP_J1519431p260937.7518.txt	-0.36	3.98	4716.99	9020.19	3.53	3.53	3.53	3.53	3.53	3.53
17	2MASP_J1520477p300210.7519.txt	-1.09	4.69	4716.99	9020.19	3.53	3.53	3.53	3.53	3.53	3.53
18	2MASP_J1524248p292535.7515.txt	-0.04	4.64	4718.17	9019.48	3.53	3.53	3.53	3.53	3.53	3.53
19	2MASP_J1716586p451216AB.7520.txt	-0.84	6.28	4716.99	9020.19	3.53	3.53	3.53	3.53	3.53	3.53
20	2MASP_J2234330p291850.7452.txt	-0.19	0.61	4956.11	6705.54	2.18	2.18	2.18	2.18	2.18	2.18
21	2MASP_J2234330p291850.7453.txt	-0.08	2.79	6637.28	9180.76	2.47	2.47	2.47	2.47	2.47	2.47
22	BRI_0021-0214.7128.txt	-273.84	26.81	6411.70	9181.14	2.70	2.70	2.70	2.70	2.70	2.70
23	BRI_0954-0946.7248.txt	0.00	0.28	5110.44	6883.00	2.16	2.16	2.16	2.16	2.16	2.16
24	BRI_0954-0946.7249.txt	0.00	4.82	6645.43	9177.56	2.46	2.46	2.46	2.46	2.46	2.46
25	BRI_1219-1336.7304.txt	-0.03	7.01	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
26	BRI_1222-1222.7092.txt	0.06	3.84	6485.61	9245.40	2.71	2.71	2.71	2.71	2.72	2.72
27	BRI_1408-0730.7324.txt	-0.49	64.40	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
28	BRI_1430-1042.7325.txt	0.00	6.24	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
29	BRI_1443-0703.7326.txt	0.00	6.92	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
30	BRI_1506p0947.7327.txt	0.00	13.31	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
31	BRI_2128-0747.7372.txt	0.00	7.71	6027.42	9547.83	3.43	3.43	3.43	3.43	3.43	3.43
32	BRI_2200p0209(VY_Peg).7373.txt	0.00	3.14	6027.42	9547.83	3.43	3.43	3.43	3.43	3.43	3.43
33	BRI_2339-0447.7360.txt	0.00	3.15	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
34	CLS_22_B.5024.txt	0.00	2.43	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
35	CTI_000055.2p280432.0333.txt	-0.01	1.44	6307.02	9177.83	3.60	3.60	3.60	3.60	3.60	3.60
36	CTI_000139.9p275821.6197.txt	0.00	1.42	6351.52	9200.24	3.58	3.59	3.59	3.59	3.59	3.60
37	CTI_000351.3p280138.5028.txt	0.00	1.23	6336.40	9180.99	3.59	3.59	3.59	3.59	3.59	3.59
38	CTI_000455.2p280301.4007.txt	0.00	2.79	6347.23	9200.62	3.60	3.60	3.60	3.60	3.60	3.60
39	CTI_000537.5p275850.5031.txt	0.00	1.17	6336.40	9180.99	3.59	3.59	3.59	3.59	3.59	3.59
40	CTI_000928.8p280436.5003.txt	0.00	1.06	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
41	CTI_001251.1p280535A.5032.txt	0.00	1.17	6336.40	9180.99	3.59	3.59	3.59	3.59	3.59	3.59
42	CTI_001251.1p280535A.5034.txt	0.00	1.19	6336.40	9180.99	3.59	3.59	3.59	3.59	3.59	3.59
43	CTI_001251.1p280535B.5033.txt	0.00	1.64	6336.40	9180.99	3.59	3.59	3.59	3.59	3.59	3.59
44	CTI_001251.1p280535B.5035.txt	0.00	1.60	6336.40	9180.99	3.59	3.59	3.59	3.59	3.59	3.59
45	CTI_002142.1p280548.5005.txt	0.00	1.29	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
46	CTI_002352.0p280605.0475.txt	-0.00	1.40	6305.49	9168.18	3.60	3.60	3.60	3.60	3.60	3.60
47	CTI_002603.4p275922.2154.txt	-0.00	1.50	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
48	CTI_003439.1p280309.5008.txt	0.00	1.38	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
49	CTI_004244.4p280140.4008.txt	0.00	2.29	6347.23	9200.62	3.60	3.60	3.60	3.60	3.60	3.60
50	CTI_004406.7p280336.5009.txt	0.00	1.12	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
51	CTI_004525.7p280437.0493.txt	-0.01	1.42	6305.49	9168.18	3.60	3.60	3.60	3.60	3.60	3.60
52	CTI_004911.4p275952.2158.txt	-0.01	1.44	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
53	CTI_005100.5p280430.5010.txt	0.00	1.29	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
54	CTI_010332.0p280234.5011.txt	0.00	1.31	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
55	CTI_011708.6p275850.0334.txt	-0.01	1.30	6307.02	9177.83	3.60	3.60	3.60	3.60	3.60	3.60
56	CTI_011826.7p280514.5007.txt	-0.08	2.77	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
57	CTI_012023.2p280321A.0495.txt	0.00	1.84	6305.49	9168.18	3.60	3.60	3.60	3.60	3.60	3.60
58	CTI_012023.2p280321B.0498.txt	0.00	1.78	6305.49	9168.18	3.60	3.60	3.60	3.60	3.60	3.60
59	CTI_012303.4p280449.5012.txt	0.00	1.05	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
60	CTI_012517.7p280101.6158.txt	-0.20	1.79	6367.00	9208.58	3.58	3.58	3.58	3.58	3.59	3.59
61	CTI_012517.7p280247.0478.txt	-0.02	1.14	6305.49	9168.18	3.60	3.60	3.60	3.60	3.60	3.60
62	CTI_012657.5p280202.4009.txt	0.00	5.01	6347.23	9200.62	3.60	3.60	3.60	3.60	3.60	3.60
63	CTI_013743.0p280553:.5039.txt	0.00	1.35	6336.40	9180.99	3.59	3.59	3.59	3.59	3.59	3.59
64	CTI_014716.6p280142.5038.txt	0.00	2.40	6336.40	9180.99	3.59	3.59	3.59	3.59	3.59	3.59
65	CTI_015115.8p280458.5013.txt	0.00	1.22	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
66	CTI_015338.5p280036.0299.txt	-0.05	1.57	6307.02	9177.83	3.60	3.60	3.60	3.60	3.60	3.60
67	CTI_015607.7p280241.4010.txt	0.00	2.40	6347.23	9200.62	3.60	3.60	3.60	3.60	3.60	3.60
68	CTI_015625.5p280135.1110.txt	-0.01	1.96	6329.60	9177.47	3.59	3.59	3.59	3.59	3.59	3.59
69	CTI_015705.9p280519.2162.txt	0.00	1.45	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
70	CTI_015812.8p280439.5014.txt	0.00	1.06	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
71	CTI_015825.4p280120.5015.txt	0.00	1.12	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
72	CTI_021845.9p280047.5016.txt	0.00	2.52	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
73	CTI_023210.0p280313.4011.txt	0.09	2.38	6347.23	9200.62	3.60	3.60	3.60	3.60	3.60	3.60
74	CTI_031502.6p280315.6162.txt	0.20	1.30	6367.00	9208.58	3.58	3.58	3.58	3.58	3.59	3.59
75	CTI_032442.5p280400.6160.txt	0.29	1.39	6367.00	9208.58	3.58	3.58	3.58	3.58	3.59	3.59
76	CTI_032659.6p275912.6161.txt	0.12	1.59	6367.00	9208.58	3.58	3.58	3.58	3.58	3.59	3.59
77	CTI_034036.8p280248.5040.txt	0.00	1.86	6336.40	9180.99	3.59	3.59	3.59	3.59	3.59	3.59
78	CTI_034607.5p280109.2011.txt	-0.01	1.47	6321.89	9162.73	3.59	3.59	3.59	3.59	3.59	3.59
79	CTI_064951.4p280442.2100.txt	-0.03	1.63	6320.75	9183.00	3.60	3.60	3.60	3.60	3.60	3.60
80	CTI_065150.8p280311.2104.txt	-0.02	1.47	6320.75	9183.00	3.60	3.60	3.60	3.60	3.60	3.60
81	CTI_065950.5p280228.2022.txt	-0.00	1.45	6321.89	9162.73	3.59	3.59	3.59	3.59	3.59	3.59
82	CTI_075013.2p280613.2111.txt	-0.00	1.56	6320.75	9183.00	3.60	3.60	3.60	3.60	3.60	3.60
83	CTI_075723.2p280533.2026.txt	0.00	1.36	6321.89	9162.73	3.59	3.59	3.59	3.59	3.59	3.59
84	CTI_081722.3p280138.5042.txt	0.00	1.59	6336.40	9180.99	3.59	3.59	3.59	3.59	3.59	3.59
85	CTI_084106.0p280016.5041.txt	0.04	1.74	6336.40	9180.99	3.59	3.59	3.59	3.59	3.59	3.59
86	CTI_090120.6p280439.0024.txt	-0.03	1.82	6347.36	9195.64	3.59	3.59	3.59	3.59	3.59	3.59
87	CTI_090928.9p280324.2038.txt	-0.03	1.27	6321.89	9162.73	3.59	3.59	3.59	3.59	3.59	3.59
88	CTI_091716.8p280531.2124.txt	-0.02	2.27	6320.75	9183.00	3.60	3.60	3.60	3.60	3.60	3.60
89	CTI_092053.7p280101.6107.txt	0.14	1.09	6336.82	9170.27	3.57	3.57	3.57	3.57	3.58	3.58
90	CTI_092423.0p280044.6102.txt	0.35	1.14	6336.82	9170.27	3.57	3.57	3.57	3.57	3.58	3.58
91	CTI_092539.9p280018.2034.txt	0.00	2.44	6321.89	9162.73	3.56	3.56	3.56	3.56	3.56	3.56
92	CTI_093631.3p280237.6103.txt	0.00	1.20	6336.82	9170.27	3.57	3.57	3.57	3.57	3.58	3.58
93	CTI_100219.5p280036.6104.txt	0.28	1.17	6336.82	9170.27	3.57	3.57	3.57	3.57	3.58	3.58
94	CTI_102840.1p280330.2129.txt	-0.02	1.59	6320.75	9183.00	3.60	3.60	3.60	3.60	3.60	3.60
95	CTI_103000.3p280432.6108.txt	0.00	1.77	6336.82	9170.27	3.57	3.57	3.57	3.57	3.58	3.58
96	CTI_105201.6p280448.2133.txt	-0.01	1.49	6320.75	9183.00	3.60	3.60	3.60	3.60	3.60	3.60
97	CTI_105707.5p280223.6105.txt	0.22	1.15	6336.82	9170.27	3.57	3.57	3.57	3.57	3.58	3.58
98	CTI_105802.4p280251.6106.txt	0.00	1.20	6336.82	9170.27	3.57	3.57	3.57	3.57	3.58	3.58
99	CTI_111035.6p275951.6111.txt	0.13	1.04	6344.84	9190.16	3.58	3.59	3.59	3.59	3.59	3.59
100	CTI_112443.6p280426.0029.txt	-0.18	2.04	6347.36	9195.64	3.59	3.59	3.59	3.59	3.59	3.59
101	CTI_112750.0p280406.0032.txt	-0.02	1.61	6347.36	9195.64	3.59	3.59	3.59	3.59	3.59	3.59
102	CTI_113104.4p280200.2042.txt	-0.02	1.41	6321.89	9162.73	3.59	3.59	3.59	3.59	3.59	3.59
103	CTI_115638.4p280000.2050.txt	-0.01	2.49	6321.89	9162.73	3.59	3.59	3.59	3.59	3.59	3.59
104	CTI_120144.1p280527.0037.txt	-0.03	2.60	6347.36	9195.64	3.59	3.59	3.59	3.59	3.59	3.59
105	CTI_120236.8p275947.2054.txt	-0.01	1.34	6321.89	9162.73	3.59	3.59	3.59	3.59	3.59	3.59
106	CTI_124450.0p280024.6109.txt	0.00	1.86	6336.82	9170.27	3.57	3.57	3.57	3.57	3.58	3.58
107	CTI_124832.6p280502.0042.txt	-0.01	1.74	6347.36	9195.64	3.59	3.59	3.59	3.59	3.59	3.59
108	CTI_131631.6p280541.6170.txt	0.00	1.13	6355.40	9201.00	3.58	3.59	3.59	3.59	3.59	3.59
109	CTI_133827.9p280663.6110.txt	0.00	1.63	6336.82	9170.27	3.57	3.57	3.57	3.57	3.58	3.58
110	CTI_133857.8p280437.3009.txt	-0.12	2.24	6323.47	9170.95	3.59	3.59	3.59	3.59	3.59	3.59
111	CTI_141034.2p280158.0323.txt	0.00	1.54	6297.97	9177.90	3.61	3.61	3.61	3.61	3.61	3.61
112	CTI_141237.7p280557.6179.txt	0.00	1.19	6351.74	9203.65	3.59	3.59	3.60	3.60	3.60	3.60
113	CTI_141329.8p280131.6191.txt	0.00	1.17	6351.52	9200.24	3.58	3.59	3.59	3.59	3.59	3.60
114	CTI_150546.8p280117.6180.txt	0.03	1.60	6351.74	9203.65	3.59	3.59	3.60	3.60	3.60	3.60
115	CTI_153915.5p280214.6172.txt	-0.45	2.50	6355.40	9201.00	3.58	3.59	3.59	3.59	3.59	3.59
116	CTI_153915.6p280445.6171.txt	-0.30	2.00	6355.40	9201.00	3.58	3.59	3.59	3.59	3.59	3.59
117	CTI_153945.1p280233.6190.txt	0.00	1.08	6351.52	9200.24	3.58	3.59	3.59	3.59	3.59	3.60
118	CTI_153948.1p280322.6189.txt	0.00	1.13	6351.52	9200.24	3.58	3.59	3.59	3.59	3.59	3.60
119	CTI_154231.3p280401.0053.txt	0.00	1.70	6347.36	9195.64	3.59	3.59	3.59	3.59	3.59	3.59
120	CTI_160557.4p280437.3010.txt	0.00	1.50	6323.47	9170.95	3.59	3.59	3.59	3.59	3.59	3.59
121	CTI_161340.2p280011.6121.txt	0.05	1.79	6344.84	9190.16	3.58	3.59	3.59	3.59	3.59	3.59
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226	G_156-67.7129.txt	-94.05	193.56	6411.70	9181.14	2.70	2.70	2.70	2.70	2.70	2.70
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261	Gl_228_B.7223.txt	0.00	1.12	6645.43	9177.56	2.46	2.46	2.46	2.46	2.46	2.46
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263	Gl_229.7259.txt	0.00	1.02	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
264	Gl_229.9017.txt	0.00	1.07	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
265	Gl_22_AC.6206.txt	0.00	1.07	6338.71	9192.46	3.59	3.60	3.60	3.60	3.60	3.61
266	Gl_22_AC.9006.txt	0.00	1.11	6320.75	9183.00	3.60	3.60	3.60	3.60	3.60	3.60
267	Gl_22_B.6207.txt	0.00	1.14	6338.71	9192.46	3.59	3.60	3.60	3.60	3.60	3.61
268	Gl_22_B.9007.txt	-0.00	1.14	6320.75	9183.00	3.56	3.56	3.56	3.56	3.56	3.56
269	Gl_232.9018.txt	-0.01	1.29	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
270	Gl_234_AB.6212.txt	0.00	1.19	6338.71	9192.46	3.59	3.60	3.60	3.60	3.60	3.61
271	Gl_234_AB.9019.txt	0.00	1.36	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
272	Gl_250_B.9021.txt	-0.02	1.12	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
273	Gl_251.9022.txt	-0.02	1.13	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
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276	Gl_268.3.7084.txt	0.29	1.08	6476.61	9236.40	2.71	2.71	2.71	2.71	2.72	2.72
277	Gl_268_AB.9025.txt	-0.01	1.35	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
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280	Gl_270.9026.txt	-0.03	1.03	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
281	Gl_273.9027.txt	-0.01	1.19	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
282	Gl_275.2_A.9028.txt	-0.01	1.26	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
283	Gl_283_B.5018.txt	0.00	2.27	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
284	Gl_283_B.7089.txt	0.08	1.86	6484.61	9244.40	2.71	2.71	2.71	2.71	2.72	2.72
285	Gl_285.7038.txt	0.21	1.18	6482.60	9241.43	2.71	2.71	2.71	2.71	2.72	2.72
286	Gl_299.7039.txt	0.22	1.23	6481.60	9240.43	2.71	2.71	2.71	2.71	2.72	2.72
287	Gl_300.7040.txt	0.20	1.11	6485.60	9244.43	2.71	2.71	2.71	2.71	2.72	2.72
288	Gl_301_AB.5021.txt	0.00	1.05	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
289	Gl_316.1.5020.txt	0.00	2.30	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
290	Gl_317.7458.txt	0.08	1.10	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
291	Gl_328.9029.txt	0.00	1.04	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
292	Gl_338.1AB.5022.txt	0.00	1.06	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
293	Gl_338_A.9030.txt	-0.02	1.04	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
294	Gl_338_B.9031.txt	-0.04	1.05	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
295	Gl_34_B.7103.txt	0.00	2.49	6405.68	9186.96	2.67	2.67	2.67	2.67	2.67	2.67
296	Gl_352_AB.9011.txt	0.00	1.10	6320.75	9183.00	3.60	3.60	3.60	3.60	3.60	3.60
297	Gl_357.7459.txt	0.07	1.12	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
298	Gl_367.7460.txt	0.09	1.07	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
299	Gl_380.7021.txt	0.00	1.03	6473.29	9226.45	2.70	2.70	2.70	2.70	2.71	2.71
300	Gl_380.9033.txt	-0.04	1.04	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
301	Gl_381.9034.txt	-0.02	1.11	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
302	Gl_382.9035.txt	-0.02	1.10	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
303	Gl_393.7023.txt	0.00	1.04	6487.29	9240.45	2.70	2.70	2.70	2.70	2.71	2.71
304	Gl_402.7274.txt	0.00	0.66	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
305	Gl_402.7275.txt	0.00	1.15	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
306	Gl_402.7456.txt	0.03	2.25	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
307	Gl_402.9040.txt	0.04	1.26	6338.44	9184.39	3.59	3.59	3.59	3.59	3.59	3.59
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310	Gl_406.9005.txt	-0.00	2.31	6321.89	9162.73	3.59	3.59	3.59	3.59	3.59	3.59
311	Gl_411.7212.txt	0.09	0.86	5110.44	6883.00	2.16	2.16	2.16	2.16	2.16	2.16
312	Gl_411.7213.txt	0.00	1.05	6645.43	9177.56	2.46	2.46	2.46	2.46	2.46	2.46
313	Gl_411.9037.txt	-0.03	1.07	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
314	Gl_412_A.7025.txt	0.00	1.04	6475.29	9228.45	2.70	2.70	2.70	2.70	2.71	2.71
315	Gl_412_B.7026.txt	0.00	1.87	6474.29	9227.45	2.70	2.70	2.70	2.70	2.71	2.71
316	Gl_413.1.7461.txt	0.08	1.08	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
317	Gl_424.7410.txt	0.00	0.93	4954.58	6707.49	2.18	2.18	2.18	2.18	2.18	2.18
318	Gl_424.7411.txt	0.18	1.02	6647.06	9180.79	2.45	2.45	2.45	2.45	2.45	2.45
319	Gl_430.9038.txt	-0.04	1.04	6327.66	9187.99	3.59	3.59	3.59	3.59	3.59	3.59
320	Gl_436.7268.txt	0.00	0.77	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
321	Gl_436.7269.txt	0.00	1.10	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
322	Gl_436.9039.txt	-0.02	1.12	6327.66	9187.98	3.58	3.59	3.59	3.59	3.59	3.61
323	Gl_438.7302.txt	0.00	1.08	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
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325	Gl_447.7043.txt	0.23	1.20	6481.60	9240.43	2.71	2.71	2.71	2.71	2.72	2.72
326	Gl_450.7400.txt	0.00	0.83	4954.58	6707.49	2.18	2.18	2.18	2.18	2.18	2.18
327	Gl_450.7401.txt	0.28	1.05	6647.06	9180.79	2.45	2.45	2.45	2.45	2.45	2.45
328	Gl_465.7469.txt	0.06	1.11	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
329	Gl_469_AB.7507.txt	0.09	1.13	5861.80	9328.83	2.91	2.91	2.91	2.91	2.91	2.91
330	Gl_473_AB.0021.txt	-0.01	1.72	6347.36	9195.64	3.59	3.59	3.59	3.59	3.59	3.59
331	Gl_479.7305.txt	0.00	1.15	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
332	Gl_48.7224.txt	0.00	0.74	5110.44	6883.00	2.16	2.16	2.16	2.16	2.16	2.16
333	Gl_48.7225.txt	0.00	1.03	6645.43	9177.56	2.46	2.46	2.46	2.46	2.46	2.46
334	Gl_486.7466.txt	0.06	1.09	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
335	Gl_487_ABC.7412.txt	0.00	0.72	4954.58	6707.49	2.18	2.18	2.18	2.18	2.18	2.18
336	Gl_487_ABC.7413.txt	0.00	1.12	6647.06	9180.79	2.45	2.45	2.45	2.45	2.45	2.45
337	Gl_49.7260.txt	0.00	0.84	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
338	Gl_49.7261.txt	0.00	1.02	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
339	Gl_493.1.7467.txt	0.05	1.30	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
340	Gl_494_AB.7508.txt	0.00	1.03	5861.80	9328.83	2.91	2.91	2.91	2.91	2.91	2.91
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342	Gl_51.9042.txt	0.00	1.57	6900.00	9161.70	3.59	3.59	3.59	3.59	3.59	3.59
343	Gl_514.7032.txt	0.00	1.04	6485.29	9238.45	2.70	2.70	2.70	2.70	2.71	2.71
344	Gl_514.7465.txt	0.22	1.07	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
345	Gl_519.7414.txt	0.00	1.01	4954.58	6707.49	2.18	2.18	2.18	2.18	2.18	2.18
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347	Gl_526.7033.txt	0.00	1.04	6485.29	9238.45	2.70	2.70	2.70	2.70	2.71	2.71
348	Gl_54.1.7104.txt	-1.32	3.91	6405.68	9186.96	2.67	2.67	2.67	2.67	2.67	2.67
349	Gl_54.7495.txt	0.14	1.10	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
350	Gl_551.7328.txt	0.00	1.96	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
351	Gl_555.7034.txt	0.00	1.17	6490.29	9243.45	2.70	2.70	2.70	2.70	2.71	2.71
352	Gl_569_A.0269.txt	-0.02	1.21	6297.97	9177.90	3.61	3.61	3.61	3.61	3.61	3.61
353	Gl_570_BC.7036.txt	0.00	1.05	6490.29	9243.45	2.70	2.70	2.70	2.70	2.71	2.71
354	Gl_581.7037.txt	0.00	1.07	6490.29	9243.45	2.70	2.70	2.70	2.70	2.71	2.71
355	Gl_588.7329.txt	0.00	1.14	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
356	Gl_595.7475.txt	0.09	1.17	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
357	Gl_618_A.7330.txt	0.00	1.19	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
358	Gl_618_B.7331.txt	0.00	1.75	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
359	Gl_623_AB.3006.txt	-0.02	1.16	6323.47	9170.95	3.59	3.59	3.59	3.59	3.59	3.59
360	Gl_623_AB.7075.txt	0.32	1.08	6469.18	9226.18	2.71	2.71	2.71	2.71	2.71	2.72
361	Gl_625.3007.txt	-0.03	1.16	6323.47	9170.95	3.59	3.59	3.59	3.59	3.59	3.59
362	Gl_628.7058.txt	0.24	1.08	6483.60	9242.43	2.71	2.71	2.71	2.71	2.72	2.72
363	Gl_633.7363.txt	0.00	1.23	6027.42	9547.83	3.43	3.43	3.43	3.43	3.43	3.43
364	Gl_638.7421.txt	0.00	1.05	4954.58	6707.49	2.18	2.18	2.18	2.18	2.18	2.18
365	Gl_638.7422.txt	0.21	1.04	6647.06	9180.79	2.45	2.45	2.45	2.45	2.45	2.45
366	Gl_643.1116.txt	-0.02	1.22	6329.60	9177.47	3.59	3.59	3.59	3.59	3.59	3.59
367	Gl_643.7054.txt	0.27	1.10	6483.60	9242.43	2.71	2.71	2.71	2.71	2.72	2.72
368	Gl_644ABD.7053.txt	0.26	1.04	6484.60	9243.43	2.71	2.71	2.71	2.71	2.72	2.72
369	Gl_644_C.1099.txt	-0.00	2.16	6329.60	9177.47	3.59	3.59	3.59	3.59	3.59	3.59
370	Gl_644_C.7052.txt	0.07	2.39	6485.60	9244.43	2.71	2.71	2.71	2.71	2.72	2.72
371	Gl_644_C.7207.txt	-1.57	3.06	3438.96	9764.08	3.07	3.07	3.07	3.07	3.07	3.07
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373	Gl_644_C.7448.txt	-0.00	0.28	4956.11	6705.54	2.18	2.18	2.18	2.18	2.18	2.18
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376	Gl_649.3005.txt	-0.03	1.11	6323.47	9170.95	3.59	3.59	3.59	3.59	3.59	3.59
377	Gl_65_A.9001.txt	-0.01	1.78	6321.89	9162.73	3.59	3.59	3.59	3.59	3.59	3.59
378	Gl_661_AB.0057.txt	-0.02	1.16	6347.36	9195.64	3.59	3.59	3.59	3.59	3.59	3.59
379	Gl_666_B.7333.txt	0.00	1.10	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
380	Gl_667_C.7335.txt	0.30	1.15	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
381	Gl_669_A.1121.txt	-0.02	1.19	6329.60	9177.47	3.59	3.59	3.59	3.59	3.59	3.59
382	Gl_669_B.1122.txt	-0.01	1.45	6329.60	9177.47	3.59	3.59	3.59	3.59	3.59	3.59
383	Gl_673.7077.txt	0.32	1.05	6484.18	9241.18	2.71	2.71	2.71	2.71	2.71	2.72
384	Gl_674.7336.txt	0.00	1.19	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
385	Gl_677_AB.4013.txt	0.43	1.24	6352.12	9204.55	3.60	3.60	3.60	3.60	3.60	3.60
386	Gl_678.1.7513.txt	0.00	1.07	5861.80	9328.83	2.91	2.91	2.91	2.91	2.91	2.91
387	Gl_682.7337.txt	0.00	1.37	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
388	Gl_686.7079.txt	0.33	1.05	6482.18	9239.18	2.71	2.71	2.71	2.71	2.71	2.72
389	Gl_687.7080.txt	0.26	1.12	6462.18	9219.18	2.71	2.71	2.71	2.71	2.71	2.72
390	Gl_693.7338.txt	0.00	1.24	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
391	Gl_694.7431.txt	0.15	0.75	4954.58	6707.49	2.18	2.18	2.18	2.18	2.18	2.18
392	Gl_694.7432.txt	0.22	1.09	6647.06	9180.79	2.45	2.45	2.45	2.45	2.45	2.45
393	Gl_695_BC.7423.txt	0.00	0.65	4954.58	6707.49	2.18	2.18	2.18	2.18	2.18	2.18
394	Gl_695_BC.7424.txt	0.21	1.11	6647.06	9180.79	2.45	2.45	2.45	2.45	2.45	2.45
395	Gl_699.1096.txt	-0.01	1.27	6329.60	9177.47	3.59	3.59	3.59	3.59	3.59	3.59
396	Gl_699.7309.txt	0.15	1.29	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
397	Gl_699.7479.txt	0.06	1.22	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
398	Gl_70.7264.txt	0.00	0.74	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
399	Gl_70.7265.txt	0.00	1.05	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
400	Gl_701.7078.txt	0.28	1.05	6485.18	9242.18	2.71	2.71	2.71	2.71	2.71	2.72
401	Gl_720_A.0273.txt	-0.03	1.09	6297.96	9163.46	3.59	3.61	3.61	3.61	3.61	3.62
402	Gl_725_A.0300.txt	-0.02	1.25	6307.02	9177.83	3.60	3.60	3.60	3.60	3.60	3.60
403	Gl_725_A.6199.txt	0.00	1.06	6338.71	9192.46	3.59	3.60	3.60	3.60	3.60	3.61
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405	Gl_725_B.6200.txt	0.00	1.10	6338.71	9192.46	3.59	3.60	3.60	3.60	3.60	3.61
406	Gl_729.7107.txt	0.00	1.17	6411.70	9181.14	2.70	2.70	2.70	2.70	2.70	2.70
407	Gl_734_A.0324.txt	0.00	1.07	6297.97	9177.90	3.61	3.61	3.61	3.61	3.61	3.61
408	Gl_734_B.0275.txt	-0.02	1.29	6297.97	9177.90	3.61	3.61	3.61	3.61	3.61	3.61
409	Gl_745_A.7484.txt	0.11	1.15	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
410	Gl_745_B.7485.txt	0.13	1.09	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
411	Gl_747_AB.7425.txt	0.00	0.68	4954.58	6707.49	2.18	2.18	2.18	2.18	2.18	2.18
412	Gl_747_AB.7426.txt	0.25	1.14	6647.06	9180.79	2.45	2.45	2.45	2.45	2.45	2.45
413	Gl_748.2A.0335.txt	-0.03	1.13	6307.02	9177.83	3.60	3.60	3.60	3.60	3.60	3.60
414	Gl_748.2A.7341.txt	0.00	1.08	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
415	Gl_748.2A.7480.txt	0.28	1.13	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
416	Gl_748.2B.0338.txt	-0.00	1.13	6307.02	9177.83	3.60	3.60	3.60	3.60	3.60	3.60
417	Gl_748.2B.7340.txt	0.00	1.05	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
418	Gl_748.2B.7481.txt	0.23	1.04	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
419	Gl_748_AB.0327.txt	0.00	1.28	6297.97	9177.90	3.61	3.61	3.61	3.61	3.61	3.61
420	Gl_752_A.1118.txt	-0.02	1.18	6329.60	9177.47	3.59	3.59	3.59	3.59	3.59	3.59
421	Gl_752_A.7342.txt	0.00	1.11	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
422	Gl_752_A.7482.txt	0.16	1.09	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
423	Gl_752_B.1117.txt	-0.01	2.98	6329.60	9177.47	3.59	3.59	3.59	3.59	3.59	3.59
424	Gl_752_B.7368.txt	0.00	4.04	6027.42	9547.83	3.43	3.43	3.43	3.43	3.43	3.43
425	Gl_752_B.7483.txt	0.02	3.28	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
426	Gl_754.1_B.4001.txt	0.00	1.46	6347.23	9200.62	3.60	3.60	3.60	3.60	3.60	3.60
427	Gl_754.7339.txt	0.00	1.43	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
428	Gl_756.2.0283.txt	-0.03	1.21	6297.97	9177.90	3.61	3.61	3.61	3.61	3.61	3.61
429	Gl_761.2.0325.txt	0.00	1.10	6297.97	9177.90	3.61	3.61	3.61	3.61	3.61	3.61
430	Gl_763.0326.txt	0.22	1.07	6297.97	9177.90	3.61	3.61	3.61	3.61	3.61	3.61
431	Gl_764.1_B.0339.txt	-0.04	1.04	6307.02	9177.83	3.60	3.60	3.60	3.60	3.60	3.60
432	Gl_767_A.0340.txt	0.08	1.11	6307.02	9177.83	3.60	3.60	3.60	3.60	3.60	3.60
433	Gl_767_B.0337.txt	0.00	1.17	6307.02	9177.83	3.60	3.60	3.60	3.60	3.60	3.60
434	Gl_767_B.6201.txt	0.00	1.02	6338.71	9192.46	3.59	3.60	3.60	3.60	3.60	3.61
435	Gl_775.0328.txt	-0.05	1.19	6297.97	9177.90	3.61	3.61	3.61	3.61	3.61	3.61
436	Gl_775.7353.txt	0.00	1.15	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
437	Gl_775.7486.txt	0.29	1.23	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
438	Gl_783_B.7344.txt	0.22	1.29	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
439	Gl_784.7346.txt	0.00	1.16	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
440	Gl_786.0329.txt	0.00	1.11	6297.97	9177.90	3.61	3.61	3.61	3.61	3.61	3.61
441	Gl_791.2AB.1120.txt	-0.01	1.39	6329.60	9177.47	3.59	3.59	3.59	3.59	3.59	3.59
442	Gl_793.7270.txt	0.00	0.74	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
443	Gl_793.7271.txt	0.00	1.07	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
444	Gl_799_AB.7315.txt	0.00	1.36	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
445	Gl_799_AB.7347.txt	0.09	1.28	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
446	Gl_803.7348.txt	0.00	1.14	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
447	Gl_806.0330.txt	-0.02	1.15	6297.97	9177.90	3.61	3.61	3.61	3.61	3.61	3.61
448	Gl_806.6203.txt	0.00	1.05	6338.71	9192.46	3.59	3.60	3.60	3.60	3.60	3.61
449	Gl_809.5000.txt	0.00	1.04	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
450	Gl_820_A.0309.txt	-0.05	1.33	6307.02	9177.83	3.60	3.60	3.60	3.60	3.60	3.60
451	Gl_820_A.7252.txt	0.00	1.23	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
452	Gl_820_A.7253.txt	0.00	1.12	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
453	Gl_820_B.0341.txt	-0.05	1.09	6307.01	9177.82	3.58	3.59	3.59	3.60	3.61	3.61
454	Gl_820_B.7254.txt	0.00	1.05	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
455	Gl_820_B.7255.txt	0.00	1.01	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
456	Gl_825.7349.txt	0.31	1.06	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
457	Gl_829_AB.5001.txt	0.00	1.24	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
458	Gl_83.1.6209.txt	0.00	1.24	6338.71	9192.46	3.59	3.60	3.60	3.60	3.60	3.61
459	Gl_83.1.9041.txt	-0.24	1.46	6900.00	9161.70	3.59	3.59	3.59	3.59	3.59	3.59
460	Gl_831_AB.5002.txt	0.00	1.45	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
461	Gl_832.7350.txt	0.00	1.11	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
462	Gl_839.0331.txt	-0.03	1.09	6307.02	9177.83	3.60	3.60	3.60	3.60	3.60	3.60
463	Gl_84.7266.txt	0.00	0.73	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
464	Gl_84.7267.txt	0.00	1.08	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
465	Gl_846.0292.txt	-0.03	1.12	6307.02	9177.83	3.60	3.60	3.60	3.60	3.60	3.60
466	Gl_849.7492.txt	0.12	1.14	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
467	Gl_860_A.0065.txt	-0.01	1.09	6347.36	9195.64	3.59	3.59	3.59	3.59	3.59	3.59
468	Gl_860_A.4004.txt	0.07	1.41	6347.23	9200.62	3.60	3.60	3.60	3.60	3.60	3.60
469	Gl_860_B.4006.txt	0.07	1.75	6347.23	9200.62	3.60	3.60	3.60	3.60	3.60	3.60
470	Gl_863.1ABC.3004.txt	-0.02	1.06	6338.98	9178.22	3.58	3.58	3.58	3.58	3.58	3.58
471	Gl_866_ABC.7491.txt	0.04	1.85	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
472	Gl_866_ABC.9043.txt	-0.00	1.60	6900.00	9161.70	3.59	3.59	3.59	3.59	3.59	3.59
473	Gl_867_A.7493.txt	0.15	1.08	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
474	Gl_867_B.7494.txt	0.10	1.25	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
475	Gl_873.5030.txt	0.00	1.20	6336.40	9180.99	3.59	3.59	3.59	3.59	3.59	3.59
476	Gl_873.6204.txt	0.00	1.10	6338.71	9192.46	3.59	3.60	3.60	3.60	3.60	3.61
477	Gl_876.7108.txt	0.00	1.23	6405.68	9186.96	2.67	2.67	2.67	2.67	2.67	2.67
478	Gl_877.7351.txt	0.00	1.14	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
479	Gl_880.5029.txt	0.00	1.07	6336.40	9180.99	3.59	3.59	3.59	3.59	3.59	3.59
480	Gl_887.7352.txt	0.32	1.12	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
481	Gl_896_A.7110.txt	0.00	1.59	6405.68	9186.96	2.67	2.67	2.67	2.67	2.67	2.67
482	Gl_896_B.7111.txt	-1.62	1.87	6405.68	9186.96	2.67	2.67	2.67	2.67	2.67	2.67
483	Gl_905.7112.txt	0.00	3.54	6405.68	9186.96	2.67	2.67	2.67	2.67	2.67	2.67
484	Gl_908.7113.txt	0.00	1.03	6405.68	9186.96	2.67	2.67	2.67	2.67	2.67	2.67
485	Gl_908.7320.txt	0.28	1.08	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
486	Gl_91.7496.txt	0.16	1.07	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
487	HB_2115-4518.7343.txt	-0.03	4.46	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
488	HB_2124-4228.7317.txt	-0.07	3.71	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
489	HB_2124-4228.7371.txt	-0.19	4.05	6027.42	9547.83	3.43	3.43	3.43	3.43	3.43	3.43
490	HB_2126-4459.7316.txt	-0.10	4.16	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
491	LHS_1075.6157.txt	0.34	1.19	6367.00	9208.58	3.58	3.58	3.58	3.58	3.59	3.59
492	LHS_1252.6208.txt	0.00	1.87	6338.71	9192.46	3.59	3.60	3.60	3.60	3.60	3.61
493	LHS_1317.7292.txt	-0.01	0.34	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
494	LHS_1317.7293.txt	0.00	1.66	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
495	LHS_1318.7280.txt	0.00	0.60	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
496	LHS_1318.7281.txt	0.00	1.12	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
497	LHS_132.7322.txt	0.00	3.51	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
498	LHS_1326.7232.txt	0.00	0.40	5110.44	6883.00	2.16	2.16	2.16	2.16	2.16	2.16
499	LHS_1326.7233.txt	0.00	1.61	6645.43	9177.56	2.46	2.46	2.46	2.46	2.46	2.46
500	LHS_1367.7377.txt	0.00	3.44	6027.42	9547.83	3.43	3.43	3.43	3.43	3.43	3.43
501	LHS_1375.7234.txt	0.00	0.44	5110.44	6883.00	2.16	2.16	2.16	2.16	2.16	2.16
502	LHS_1375.7235.txt	0.00	1.68	6645.43	9177.56	2.46	2.46	2.46	2.46	2.46	2.46
503	LHS_1555.6159.txt	0.31	1.20	6367.00	9208.58	3.58	3.58	3.58	3.58	3.59	3.59
504	LHS_1564.7392.txt	-0.03	0.95	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
505	LHS_1564.7393.txt	0.00	1.14	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
506	LHS_1625.7250.txt	-0.11	0.96	5110.44	6883.00	2.16	2.16	2.16	2.16	2.16	2.16
507	LHS_1625.7251.txt	-0.03	1.28	6645.43	9177.56	2.46	2.46	2.46	2.46	2.46	2.46
508	LHS_1630.7122.txt	0.00	1.30	6405.68	9186.96	2.67	2.67	2.67	2.67	2.67	2.67
509	LHS_1660a.7216.txt	-0.07	0.67	5110.44	6883.00	2.16	2.16	2.16	2.16	2.16	2.16
510	LHS_1660a.7217.txt	0.00	1.21	6645.43	9177.56	2.46	2.46	2.46	2.46	2.46	2.46
511	LHS_1691.6213.txt	0.00	1.24	6338.71	9192.46	3.59	3.60	3.60	3.60	3.60	3.61
512	LHS_1723.7082.txt	0.21	1.13	6484.61	9244.40	2.71	2.71	2.71	2.71	2.72	2.72
513	LHS_1805.7016.txt	0.00	1.22	6470.29	9223.45	2.70	2.70	2.70	2.70	2.71	2.71
514	LHS_1807.7123.txt	0.00	1.09	6405.68	9186.96	2.67	2.67	2.67	2.67	2.67	2.67
515	LHS_1809.7228.txt	0.00	0.48	5110.44	6883.00	2.16	2.16	2.16	2.16	2.16	2.16
516	LHS_1809.7229.txt	0.00	1.33	6645.43	9177.56	2.46	2.46	2.46	2.46	2.46	2.46
517	LHS_1829.7236.txt	-0.06	0.33	5110.44	6883.00	2.16	2.16	2.16	2.16	2.16	2.16
518	LHS_1829.7237.txt	0.00	1.84	6645.43	9177.56	2.46	2.46	2.46	2.46	2.46	2.46
519	LHS_1885.7085.txt	0.21	1.35	6462.61	9222.40	2.71	2.71	2.71	2.71	2.72	2.72
520	LHS_191.9008.txt	-0.00	2.38	6320.75	9183.00	3.60	3.60	3.60	3.60	3.60	3.60
521	LHS_1957.7502.txt	0.09	1.06	5861.80	9328.83	2.91	2.91	2.91	2.91	2.91	2.91
522	LHS_2021.7384.txt	0.00	1.26	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
523	LHS_2021.7385.txt	0.00	2.84	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
524	LHS_2023.7394.txt	0.00	0.97	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
525	LHS_2023.7395.txt	0.00	1.35	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
526	LHS_2045.5019.txt	0.00	1.44	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
527	LHS_2065.7244.txt	0.00	0.94	5110.44	6883.00	2.16	2.16	2.16	2.16	2.16	2.16
528	LHS_2065.7245.txt	0.00	3.87	6645.43	9177.56	2.46	2.46	2.46	2.46	2.46	2.46
529	LHS_2065.9009.txt	-0.01	4.30	6320.75	9179.40	3.60	3.60	3.60	3.60	3.60	3.60
530	LHS_2067.6112.txt	0.00	1.39	6344.84	9190.16	3.58	3.59	3.59	3.59	3.59	3.59
531	LHS_207.7120.txt	0.00	2.06	6405.68	9186.96	2.67	2.67	2.67	2.67	2.67	2.67
532	LHS_221_AB.6216.txt	0.00	1.09	6338.71	9192.46	3.59	3.60	3.60	3.60	3.60	3.61
533	LHS_2238.6144.txt	0.25	1.32	6328.76	9178.36	3.58	3.59	3.59	3.59	3.60	3.60
534	LHS_224.7284.txt	0.00	0.57	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
535	LHS_224.7285.txt	0.00	1.25	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
536	LHS_2243.6145.txt	0.02	3.17	6328.76	9178.36	3.58	3.59	3.59	3.59	3.60	3.60
537	LHS_2351.7457.txt	-0.04	3.29	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
538	LHS_2352.6146.txt	0.00	1.70	6328.76	9178.36	3.58	3.59	3.59	3.59	3.60	3.60
539	LHS_2397a.5043.txt	0.00	3.07	6336.40	9180.99	3.59	3.59	3.59	3.59	3.59	3.59
540	LHS_2397a.7203.txt	-15.27	12.54	3422.06	9764.09	3.07	3.07	3.07	3.07	3.07	3.07
541	LHS_2471.7406.txt	0.00	0.33	4954.58	6707.49	2.18	2.18	2.18	2.18	2.18	2.18
542	LHS_2471.7407.txt	0.00	2.27	6647.06	9180.79	2.45	2.45	2.45	2.45	2.45	2.45
543	LHS_2484.7463.txt	0.07	1.29	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
544	LHS_2487.7067.txt	0.18	1.27	6486.18	9243.18	2.71	2.71	2.71	2.71	2.71	2.72
545	LHS_252.7290.txt	0.00	0.48	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
546	LHS_252.7291.txt	0.00	1.48	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
547	LHS_2520.7506.txt	0.10	1.17	5861.80	9328.83	2.91	2.91	2.91	2.91	2.91	2.91
548	LHS_2632.6147.txt	0.00	2.69	6328.76	9178.36	3.58	3.59	3.59	3.59	3.60	3.60
549	LHS_2645.6148.txt	0.03	2.59	6328.76	9178.36	3.58	3.59	3.59	3.59	3.60	3.60
550	LHS_2826.6150.txt	0.00	1.40	6328.76	9178.36	3.58	3.59	3.59	3.59	3.60	3.60
551	LHS_2836.7511.txt	0.00	1.26	5861.80	9328.83	2.91	2.91	2.91	2.91	2.91	2.91
552	LHS_2855.7439.txt	-0.10	0.38	4956.11	6705.54	2.18	2.18	2.18	2.18	2.18	2.18
553	LHS_2855.7440.txt	-0.02	2.27	6637.28	9180.76	2.47	2.47	2.47	2.47	2.47	2.47
554	LHS_2875.7509.txt	0.00	1.08	5861.80	9328.83	2.91	2.91	2.91	2.91	2.91	2.91
555	LHS_2876.7510.txt	-0.10	2.82	5861.80	9328.83	2.91	2.91	2.91	2.91	2.91	2.91
556	LHS_288.7300.txt	0.00	1.79	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
557	LHS_2887.6151.txt	0.00	1.75	6328.76	9178.36	3.58	3.59	3.59	3.59	3.60	3.60
558	LHS_292.5025.txt	0.00	2.39	6341.69	9189.32	3.59	3.59	3.59	3.59	3.59	3.59
559	LHS_2924.0490.txt	0.00	4.14	6305.49	9168.18	3.60	3.60	3.60	3.60	3.60	3.60
560	LHS_2930.6123.txt	0.00	2.35	6344.84	9190.16	3.58	3.59	3.59	3.59	3.59	3.59
561	LHS_2980.6149.txt	0.03	2.57	6328.76	9178.36	3.58	3.59	3.59	3.59	3.60	3.60
562	LHS_3002.7095.txt	0.03	2.26	6478.61	9238.40	2.71	2.71	2.71	2.71	2.72	2.72
563	LHS_3003.7093.txt	0.08	2.36	6486.61	9246.40	2.71	2.71	2.71	2.71	2.72	2.72
564	LHS_3135.7474.txt	0.06	1.14	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
565	LHS_323.7470.txt	0.05	1.23	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
566	LHS_3262.7427.txt	0.05	0.54	4954.58	6707.49	2.18	2.18	2.18	2.18	2.18	2.18
567	LHS_3262.7428.txt	0.17	1.33	6647.06	9180.79	2.45	2.45	2.45	2.45	2.45	2.45
568	LHS_3332.7365.txt	-0.00	2.52	6027.42	9547.83	3.43	3.43	3.43	3.43	3.43	3.43
569	LHS_3339.0491.txt	0.00	1.83	6305.49	9168.18	3.60	3.60	3.60	3.60	3.60	3.60
570	LHS_3346.7514.txt	0.00	1.21	5861.80	9328.83	2.91	2.91	2.91	2.91	2.91	2.91
571	LHS_337.7306.txt	0.00	1.43	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
572	LHS_3376.7081.txt	0.20	1.35	6464.18	9221.18	2.71	2.71	2.71	2.71	2.71	2.72
573	LHS_3487.7488.txt	0.24	1.04	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
574	LHS_3538.7489.txt	0.10	1.17	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
575	LHS_3566.7450.txt	-0.00	0.32	4956.11	6705.54	2.18	2.18	2.18	2.18	2.18	2.18
576	LHS_3566.7451.txt	0.00	1.84	6637.28	9180.76	2.47	2.47	2.47	2.47	2.47	2.47
577	LHS_358.7437.txt	0.00	0.55	4956.11	6705.54	2.18	2.18	2.18	2.18	2.18	2.18
578	LHS_358.7438.txt	0.20	1.23	6637.28	9180.76	2.47	2.47	2.47	2.47	2.47	2.47
579	LHS_3746.7354.txt	0.17	1.28	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
580	LHS_3768.7000.txt	0.00	1.47	6337.34	9201.30	3.56	3.56	3.57	3.57	3.57	3.57
581	LHS_3799.7124.txt	0.00	1.37	6411.70	9181.14	2.70	2.70	2.70	2.70	2.70	2.70
582	LHS_3933.7125.txt	-0.20	3.05	6411.70	9181.14	2.70	2.70	2.70	2.70	2.70	2.70
583	LHS_4009.7319.txt	0.00	1.70	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
584	LHS_5129.7296.txt	0.00	0.43	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
585	LHS_5129.7297.txt	0.00	1.62	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
586	LHS_5142.9010.txt	0.00	2.33	6320.75	9183.00	3.60	3.60	3.60	3.60	3.60	3.60
587	LHS_515.0492.txt	0.00	1.36	6305.49	9168.18	3.60	3.60	3.60	3.60	3.60	3.60
588	LHS_523.0472.txt	-0.01	2.15	6305.49	9168.18	3.60	3.60	3.60	3.60	3.60	3.60
589	LP_159-47.7086.txt	0.18	1.49	6465.61	9225.40	2.71	2.71	2.71	2.71	2.72	2.72
590	LP_166-56.7020.txt	0.00	1.94	6474.29	9227.45	2.70	2.70	2.70	2.70	2.71	2.71
591	LP_229-17.7454.txt	0.00	0.56	4956.11	6705.54	2.18	2.18	2.18	2.18	2.18	2.18
592	LP_229-17.7455.txt	0.23	1.19	6637.28	9180.76	2.47	2.47	2.47	2.47	2.47	2.47
593	LP_300-55.7126.txt	-53.14	7.65	6405.68	9186.96	2.67	2.67	2.67	2.67	2.67	2.67
594	LP_301-16.2093.txt	-0.01	1.53	6320.75	9183.00	3.60	3.60	3.60	3.60	3.60	3.60
595	LP_315-11.7063.txt	0.18	1.40	6477.18	9234.18	2.71	2.71	2.71	2.71	2.71	2.72
596	LP_322-1178.6169.txt	0.00	1.40	6355.40	9201.00	3.58	3.59	3.59	3.59	3.59	3.59
597	LP_324-30.0494.txt	-0.12	1.80	6305.49	9168.18	3.60	3.60	3.60	3.60	3.60	3.60
598	LP_325-1.0046.txt	-0.02	1.90	6347.36	9195.64	3.59	3.59	3.59	3.59	3.59	3.59
599	LP_353-59.7006.txt	0.00	1.46	6337.34	9201.30	3.56	3.56	3.57	3.57	3.57	3.57
600	LP_400-63.7003.txt	0.00	1.98	6337.34	9201.30	3.56	3.56	3.57	3.57	3.57	3.57
601	LP_405-39.7011.txt	0.01	1.54	6322.79	9188.57	3.59	3.60	3.60	3.60	3.60	3.61
602	LP_406-29.7390.txt	-0.17	1.02	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
603	LP_406-29.7391.txt	0.00	1.24	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
604	LP_410-39.7007.txt	0.00	1.43	6337.34	9201.30	3.56	3.56	3.57	3.57	3.57	3.57
605	LP_412-31.7015.txt	0.01	3.20	6322.79	9188.57	3.59	3.60	3.60	3.60	3.60	3.61
606	LP_412-31.7386.txt	-0.00	1.15	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
607	LP_412-31.7387.txt	0.00	2.95	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
608	LP_427-38.7041.txt	0.08	2.03	6479.60	9238.43	2.71	2.71	2.71	2.71	2.72	2.72
609	LP_465-27.7010.txt	0.03	1.54	6322.79	9188.57	3.59	3.60	3.60	3.60	3.60	3.61
610	LP_467-16.7321.txt	0.07	1.66	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
611	LP_471-17.7008.txt	0.00	1.27	6337.34	9201.30	3.56	3.56	3.57	3.57	3.57	3.57
612	LP_476-207.7083.txt	0.24	1.12	6483.61	9243.40	2.71	2.71	2.71	2.71	2.72	2.72
613	LP_497-97.7030.txt	0.00	1.45	6487.29	9240.45	2.70	2.70	2.70	2.70	2.71	2.71
614	LP_608-54.7090.txt	0.18	1.32	6483.61	9243.40	2.71	2.71	2.71	2.71	2.72	2.72
615	LP_672-19.7091.txt	0.21	1.51	6486.61	9246.40	2.71	2.71	2.71	2.71	2.72	2.72
616	LP_704-43.7004.txt	0.19	1.50	6337.34	9201.30	3.56	3.56	3.57	3.57	3.57	3.57
617	LP_708-98.7013.txt	0.03	1.39	6322.79	9188.57	3.59	3.60	3.60	3.60	3.60	3.61
618	LP_731-47.7323.txt	0.00	2.88	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
619	LP_75-10.7272.txt	0.00	0.75	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
620	LP_75-10.7273.txt	0.00	1.05	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
621	LP_759-25.7009.txt	0.00	1.84	6322.79	9188.57	3.59	3.60	3.60	3.60	3.60	3.61
622	LP_766-89.7005.txt	0.00	1.54	6337.34	9201.30	3.56	3.56	3.57	3.57	3.57	3.57
623	LP_771-21.7375.txt	0.00	3.55	6027.42	9547.83	3.43	3.43	3.43	3.43	3.43	3.43
624	LP_785-18.7127.txt	-5.38	1.29	6405.68	9186.96	2.67	2.67	2.67	2.67	2.67	2.67
625	LP_792-32.7027.txt	0.00	1.26	6491.29	9244.45	2.70	2.70	2.70	2.70	2.71	2.71
626	LP_799-3.7512.txt	-2.08	3.53	5861.80	9328.83	2.91	2.91	2.91	2.91	2.91	2.91
627	LP_803-33.7051.txt	0.07	1.48	6483.60	9242.43	2.71	2.71	2.71	2.71	2.72	2.72
628	LP_855-41.7071.txt	0.16	1.47	6487.18	9244.18	2.71	2.71	2.71	2.71	2.71	2.72
629	LP_885-45.7014.txt	0.00	1.46	6322.79	9188.57	3.59	3.60	3.60	3.60	3.60	3.61
630	LP_912-62.7046.txt	0.14	1.10	6480.60	9239.43	2.71	2.71	2.71	2.71	2.72	2.72
631	LP_912-63.7048.txt	0.05	1.30	6479.60	9238.43	2.71	2.71	2.71	2.71	2.72	2.72
632	LP_944-20.7376.txt	0.00	5.77	6027.42	9547.83	3.43	3.43	3.43	3.43	3.43	3.43
633	L_266-18_C.7312.txt	0.00	2.72	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
634	L_32-8.7500.txt	0.00	1.11	5861.80	9328.83	2.91	2.91	2.91	2.91	2.91	2.91
635	L_32-9.7499.txt	0.00	1.08	5861.80	9328.83	2.91	2.91	2.91	2.91	2.91	2.91
636	PC_0025p0447.6127.txt	-0.22	4.32	6367.00	9208.58	3.58	3.58	3.58	3.58	3.59	3.59
637	PPl_2_(Pleiad).2014.txt	-0.02	1.78	6321.89	9162.73	3.59	3.59	3.59	3.59	3.59	3.59
638	PSS_1022p3016.7238.txt	0.00	0.50	5110.44	6883.00	2.16	2.16	2.16	2.16	2.16	2.16
639	PSS_1022p3016.7239.txt	0.00	1.80	6645.43	9177.56	2.46	2.46	2.46	2.46	2.46	2.46
640	PSS_1458p2839.7441.txt	-0.22	0.73	4956.11	6705.54	2.18	2.18	2.18	2.18	2.18	2.18
641	PSS_1458p2839.7442.txt	0.00	3.72	6637.28	9180.76	2.47	2.47	2.47	2.47	2.47	2.47
642	RG_0050-2722.6167.txt	0.00	5.63	6342.75	9219.43	3.62	3.63	3.63	3.63	3.63	3.63
643	SAO_127976.1468.txt	0.11	1.09	6900.00	9158.98	3.58	3.58	3.58	3.58	3.58	3.58
644	SAO_141052.1414.txt	0.00	1.13	6900.00	9158.98	3.58	3.58	3.58	3.58	3.58	3.58
645	SAO_141344.1461.txt	0.00	1.26	6900.00	9158.98	3.58	3.58	3.58	3.58	3.58	3.58
646	SAO_21753.1470.txt	0.00	1.16	6900.00	9158.98	3.58	3.58	3.58	3.58	3.58	3.58
647	SAO_22994.1474.txt	0.00	1.51	6900.00	9158.98	3.58	3.58	3.58	3.58	3.58	3.58
648	SAO_28843.1410.txt	0.04	1.02	6900.00	9158.98	3.58	3.58	3.58	3.58	3.58	3.58
649	SAO_30653.1462.txt	0.00	1.06	6900.00	9158.98	3.58	3.58	3.58	3.58	3.58	3.58
650	SAO_34651.1467.txt	0.00	1.13	6900.00	9158.98	3.58	3.58	3.58	3.58	3.58	3.58
651	SAO_36509.1443.txt	0.00	1.14	6900.00	9158.98	3.58	3.58	3.58	3.58	3.58	3.58
652	SAO_52516.1432.txt	0.00	1.13	6900.00	9158.98	3.58	3.58	3.58	3.58	3.58	3.58
653	SAO_63349.1460.txt	0.00	1.01	6900.00	9158.98	3.58	3.58	3.58	3.58	3.58	3.58
654	SAO_67559.1463.txt	0.00	1.13	6900.00	9158.98	3.58	3.58	3.58	3.58	3.58	3.58
655	SAO_82478.1115.txt	-0.01	1.19	6329.60	9177.47	3.59	3.59	3.59	3.59	3.59	3.59
656	SAO_91792.1440.txt	0.09	1.10	6900.00	9158.98	3.58	3.58	3.58	3.58	3.58	3.58
657	StKM_1-1440.7366.txt	0.00	1.34	6027.42	9547.83	3.43	3.43	3.43	3.43	3.43	3.43
658	TVLM_262-111511.7388.txt	-0.13	0.34	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
659	TVLM_262-111511.7389.txt	0.00	3.11	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
660	TVLM_262-70502.7382.txt	-0.06	0.52	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
661	TVLM_262-70502.7383.txt	0.00	2.07	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
662	TVLM_513-42404_A.7443.txt	-0.12	0.47	4956.11	6705.54	2.18	2.18	2.18	2.18	2.18	2.18
663	TVLM_513-42404_A.7444.txt	-0.09	2.02	6637.28	9180.76	2.47	2.47	2.47	2.47	2.47	2.47
664	TVLM_513-42404_B.7445.txt	-1.06	7.04	6637.28	9180.76	2.47	2.47	2.47	2.47	2.47	2.47
665	TVLM_513-46546.7072.txt	0.12	4.44	6478.18	9235.18	2.71	2.71	2.71	2.71	2.71	2.72
666	TVLM_513-8328.7416.txt	-0.24	3.85	6647.06	9180.79	2.45	2.45	2.45	2.45	2.45	2.45
667	TVLM_832-10443.7361.txt	-0.06	3.83	6027.79	9547.50	3.43	3.43	3.43	3.43	3.43	3.43
668	TVLM_832-42500.7294.txt	-0.07	0.42	5107.46	6880.90	2.17	2.17	2.17	2.17	2.17	2.17
669	TVLM_832-42500.7295.txt	0.00	1.79	6642.00	9185.55	2.46	2.46	2.46	2.46	2.46	2.46
670	TVLM_868-110639.7094.txt	0.10	3.49	6485.61	9245.40	2.71	2.71	2.71	2.71	2.72	2.72
671	TVLM_868-110639.7308.txt	0.03	4.71	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
672	Terzan_22.7477.txt	0.15	1.19	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
673	WT_426.7472.txt	0.07	1.19	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
674	WT_460.7473.txt	0.04	1.92	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90
675	WT_562.7313.txt	0.00	1.60	6026.76	9544.53	3.43	3.43	3.43	3.43	3.43	3.43
676	WT_792.7370.txt	0.00	2.04	6027.42	9547.83	3.43	3.43	3.43	3.43	3.43	3.43
677	WT_804.7490.txt	0.09	1.23	5861.90	9330.45	2.90	2.90	2.90	2.90	2.90	2.90

nfs <- rep(0, 3)
nfs[1] <- nf

Main conclusions are:

Different WaveLength range
Different Stepwise per file but constant inside the file
Span for wavelength are
- Min: 3422.062, 6900
- Max: 6705.537, 9764.0868
Specific decisions are required in terms of wavelength setup.

Overlook at IRTF dataset

Next piece of the anaylsis is IRTF dataset, as it is built on different .fits files, one per star. It is necessary to read all of them and to categorize wavelength window and wavelength stepzise (mean and standard deviation).

setwd("~/M")
files <- list.files(path = "./irtf", pattern = ".*fits$", ignore.case = TRUE)
nf <- length(files)
d_irf <- as.data.frame(matrix(0, nf, 11))
d_irf[, 1] <- files
colnames(d_irf) <- c("FileName", "MinFL", "MaxFL", "MinWL", "MaxWL", "MinST", 
    "1Q_ST", "Median", "Mean", "3Q_ST", "Max_ST")
j <- 0
irf <- list()
for (i in files) {
    j <- j + 1
    dat <- readFITS(file = paste("irtf/", i, sep = ""))
    dat$imDat[, 1] <- dat$imDat[, 1] * 10000
    ss <- as.data.frame(dat$imDat[, 1:2])
    irf[[i]] <- list(data = ss, name = i)
    d_irf[j, 2:3] <- range(ss[, 2], na.rm = T)
    d_irf[j, 4:5] <- range(ss[, 1], na.rm = T)
    d_irf[j, 6:11] <- summary(diff(ss[, 1], 1))
}
fdis <- c("d", "s", rep("E", 2), rep("fg", 8))
table02 <- xtable(d_irf, display = fdis)
print(table02, type = "html")

	FileName	MinFL	MaxFL	MinWL	MaxWL	MinST	1Q_ST	Median	Mean	3Q_ST	Max_ST
1	M0.5Ib_HD236697.fits	1.36E-12	4.24E-11	8069	41036	0.038	3.2	5	4.9	5.8	591
2	M0.5Ib_HD236697_ext.fits	1.41E-12	7.38E-11	8069	41036	0.038	3.2	5	4.9	5.8	591
3	M0.5V_HD209290.fits	9.03E-14	1.52E-11	8075	54249	0.35	3.2	5.4	5.8	6.8	779
4	M0IIIb_HD213893.fits	9.55E-13	1.12E-10	8065	50709	0.08	3.2	5.4	5.6	6.7	736
5	M0V_HD19305.fits	4.97E-14	1.26E-11	8070	54233	0.26	3.2	5.4	5.8	6.8	793
6	M1+III_HD204724.fits	7.08E-12	9.89E-10	8048	50457	1.3	3.2	5.4	5.5	6.7	761
7	M1-Iab-Ib_HD14404.fits	4.37E-12	1.36E-10	8094	41665	0.17	3.2	4.5	4.9	5.8	607
8	M1-Iab-Ib_HD14404_ext.fits	4.57E-12	2.78E-10	8094	41665	0.17	3.2	4.5	4.9	5.8	607
9	M1-M2Ia-Iab_HD39801.fits	1.01E-09	7.80E-08	8107	50234	0.098	3.2	5.4	5.5	6.7	747
10	M1-M2Ia-Iab_HD39801_ext.fits	1.02E-09	1.01E-07	8107	50234	0.098	3.2	5.4	5.5	6.7	747
11	M1.5Iab-Ib_HD35601.fits	8.14E-12	3.54E-10	8064	41814	0.019	3.2	4.5	4.9	5.8	592
12	M1.5Iab-Ib_HD35601_ext.fits	8.46E-12	4.76E-10	8064	41814	0.019	3.2	4.5	4.9	5.8	592
13	M1.5Ib_BD+60_265.fits	1.10E-12	8.54E-11	8037	50455	0.12	3.2	5.4	5.5	6.7	744
14	M1.5Ib_BD+60_265_ext.fits	1.14E-12	1.65E-10	8037	50455	0.12	3.2	5.4	5.5	6.7	744
15	M1.5V_HD36395.fits	2.30E-13	4.73E-11	8076	54290	0.05	3.2	5.4	5.8	6.8	774
16	M10+III_IRAS14086-0703.fits	-1.39E-12	4.86E-11	8144	24235	0.65	2.7	3.2	3.9	4.1	620
17	M1Ia_HD339034.fits	5.33E-12	1.96E-10	8082	50200	0.086	3.2	5.4	5.5	6.7	747
18	M1Ia_HD339034_ext.fits	5.72E-12	5.91E-10	8082	50200	0.086	3.2	5.4	5.5	6.7	747
19	M1V_HD42581.fits	3.78E-13	4.26E-11	8101	49126	0.31	3.2	5.1	5.5	6.7	765
20	M2-Ia_HD206936.fits	9.52E-11	5.72E-09	8038	50268	0.3	3.2	5.4	5.5	6.7	747
21	M2-Ia_HD206936_ext.fits	9.85E-11	1.13E-08	8038	50268	0.3	3.2	5.4	5.5	6.7	747
22	M2.5IIIBa0.5_HD219734.fits	6.57E-12	9.55E-10	8097	49996	0.22	3.2	5.4	5.5	6.7	766
23	M2.5V_Gl381.fits	6.48E-14	6.58E-12	8095	49555	0.32	3.2	5.4	5.5	6.7	748
24	M2.5V_Gl581.fits	7.94E-14	9.03E-12	8054	50718	0.27	3.2	5.4	5.5	6.7	737
25	M2III_HD120052.fits	6.81E-12	6.61E-10	8127	49506	0.86	3.2	5.4	5.5	6.7	744
26	M2II_HD23475.fits	2.70E-10	2.71E-09	8101	24182	0.24	2.7	3.2	3.9	4.1	608
27	M2II_HD23475_ext.fits	2.86E-10	3.51E-09	8101	24182	0.24	2.7	3.2	3.9	4.1	608
28	M2Ib_HD10465.fits	2.98E-12	3.35E-10	8100	50042	0.17	3.2	5.1	5.5	6.7	756
29	M2Ib_HD10465_ext.fits	3.01E-12	4.08E-10	8100	50042	0.17	3.2	5.1	5.5	6.7	756
30	M2V_Gl806.fits	6.26E-13	5.39E-12	8085	24188	1.5	2.7	3.2	3.9	4.1	607
31	M2V_HD95735.fits	7.34E-13	1.01E-10	8070	54012	0.097	3.2	5.4	5.8	6.8	793
32	M3-M4Iab_HD14469.fits	3.88E-12	2.70E-10	8094	50044	0.12	3.2	5.1	5.5	6.7	778
33	M3-M4Iab_HD14469_ext.fits	3.98E-12	4.47E-10	8094	50044	0.12	3.2	5.1	5.5	6.7	778
34	M3.5IIICa-0.5_HD28487.fits	3.57E-12	2.96E-10	8114	50163	0.22	3.2	5.4	5.5	6.7	821
35	M3.5IIICa-0.5_HD28487_ext.fits	3.59E-12	3.36E-10	8114	50163	0.22	3.2	5.4	5.5	6.7	821
36	M3.5IabFe-1var:_HD14488.fits	4.77E-12	2.14E-10	8037	50457	0.7	3.2	5.4	5.5	6.7	751
37	M3.5IabFe-1var:_HD14488_ext.fits	4.90E-12	3.21E-10	8037	50457	0.7	3.2	5.4	5.5	6.7	751
38	M3.5V_Gl273.fits	2.36E-13	2.11E-11	8107	49085	0.68	3.2	5.1	5.5	6.7	760
39	M3III_HD39045.fits	4.13E-12	3.44E-10	8083	49065	0.31	3.2	5.1	5.5	6.7	748
40	M3III_HD39045_ext.fits	4.17E-12	4.26E-10	8083	49065	0.31	3.2	5.1	5.5	6.7	748
41	M3IIb_HD40239.fits	2.90E-11	2.60E-09	8084	49060	0.2	3.2	5.4	5.5	6.7	739
42	M3Iab-Ia_CD-31_49.fits	2.22E-12	5.46E-11	8136	41797	0.23	3.2	5	5	5.8	595
43	M3Iab-Ia_CD-31_49_ext.fits	2.31E-12	9.89E-11	8136	41797	0.23	3.2	5	5	5.8	595
44	M3V_Gl388.fits	1.78E-13	2.79E-11	8090	54244	0.34	3.2	5.4	5.8	6.8	814
45	M3toM4Ia-Iab_RW_Cyg.fits	2.84E-11	5.54E-10	8071	40937	0.27	3.2	5	4.9	5.8	610
46	M3toM4Ia-Iab_RW_Cyg_ext.fits	3.10E-11	1.51E-09	8071	40937	0.27	3.2	5	4.9	5.8	610
47	M4+III_HD214665.fits	3.66E-11	1.46E-09	8073	40871	0.31	3.2	5	4.9	5.8	591
48	M4+IIIa_HD19058.fits	1.79E-10	7.08E-09	8104	41764	0.35	3.2	5	5	5.8	605
49	M4-III_HD27598.fits	2.14E-12	2.43E-10	8111	50157	0.21	3.2	5.4	5.5	6.7	757
50	M4.5IIIa_HD204585.fits	1.48E-10	1.34E-09	8100	24175	0.27	2.7	3.2	3.9	4.1	606
51	M4.5V_Gl268AB.fits	9.19E-14	7.69E-12	8081	54190	0.25	3.2	5.4	5.8	6.8	801
52	M4III_HD4408.fits	9.59E-12	9.79E-10	8090	49988	0.3	3.2	5.1	5.5	6.7	771
53	M4V_Gl213.fits	5.98E-14	5.51E-12	8078	54309	0.14	3.2	5.4	5.8	6.8	809
54	M4V_Gl299.fits	1.21E-14	1.73E-12	8087	54348	0.45	3.2	5.4	5.8	6.8	824
55	M4V_Gl299_ext.fits	1.22E-14	1.97E-12	8087	54348	0.45	3.2	5.4	5.8	6.8	824
56	M5.5III:_HD94705.fits	3.20E-11	2.36E-09	8119	49164	0.26	3.2	5.1	5.5	6.7	737
57	M5III_HD175865.fits	8.36E-10	7.11E-09	8111	24181	0.48	2.7	3.2	3.9	4.1	607
58	M5Ib-II_HD156014.fits	6.56E-10	4.27E-08	8059	41933	0.057	3.2	4.5	4.9	5.8	618
59	M5V_Gl51.fits	3.04E-14	1.35E-12	8052	43957	0.36	3.2	5.4	5.1	6.7	585
60	M5V_Gl866ABC.fits	3.37E-13	8.91E-12	8073	41099	0.15	3.2	4.5	4.8	5.8	590
61	M5V_Gl866ABC_ext.fits	3.41E-13	1.03E-11	8073	41099	0.15	3.2	4.5	4.8	5.8	590
62	M5e-M9eIII_HD14386.fits	3.11E-10	9.37E-09	8102	50127	0.012	3.2	5.4	5.5	6.7	784
63	M6-III:_HD18191.fits	3.22E-11	2.64E-09	8095	50041	0.68	3.2	5.4	5.5	6.7	851
64	M6.5V_GJ1111.fits	2.33E-14	1.91E-12	8082	54322	0.42	3.2	5.4	5.8	6.8	804
65	M6III_HD196610.fits	3.07E-11	3.57E-09	8103	50174	0.9	3.2	5.4	5.5	6.7	748
66	M6V_Gl406.fits	7.66E-14	5.35E-12	8093	54568	0.89	3.2	5.4	5.8	6.8	790
67	M6e-M9eIII_HD69243.fits	5.17E-11	2.22E-09	8050	50642	0.51	3.2	5.4	5.5	6.7	742
68	M7-8III_BRIB2339-0447.fits	4.47E-14	8.75E-13	8065	41821	0.039	3.2	4.5	4.9	5.8	623
69	M7-III:_HD108849.fits	3.04E-11	2.08E-09	8115	49511	0.7	3.2	5.4	5.5	6.7	759
70	M7-III:_HD207076.fits	9.64E-11	5.55E-09	8109	50279	0.26	3.2	5.4	5.5	6.7	810
71	M7-M7.5I_MY_Cep.fits	5.26E-12	8.73E-11	8074	49827	0.05	3.2	5.1	5.5	6.7	754
72	M7V_Gl644C.fits	1.53E-14	4.54E-13	8089	41452	0.12	3.2	5	5	5.8	587
73	M8-9III_IRAS14303-1042.fits	5.91E-13	1.57E-11	8086	24232	0.56	2.7	3.2	3.9	4.1	617
74	M8-9III_IRAS14436-0703.fits	2.75E-13	2.02E-11	8110	24241	1	2.7	3.2	3.9	4.1	622
75	M8-9III_IRAS21284-0747.fits	4.19E-13	1.29E-11	8066	50452	0.039	3.2	5.4	5.5	6.7	726
76	M8III_IRAS01037+1219.fits	-4.20E-14	2.50E-11	8079	50556	0.069	3.2	5.4	5.5	6.7	736
77	M8V_Gl752B.fits	1.68E-14	4.21E-13	8084	41431	0.19	3.2	5	5	5.8	589
78	M8V_LP412-31.fits	2.09E-15	7.04E-14	8138	41110	0.65	3.2	5	4.9	5.8	607
79	M9.5V_BRIB0021-0214.fits	4.71E-15	7.12E-14	8098	41188	0.64	3.2	5	4.9	5.8	597
80	M9III_BRIB1219-1336.fits	-2.30E-14	1.27E-12	8110	24235	1.5	2.7	3.2	3.9	4.1	622
81	M9III_IRAS15060+0947.fits	2.08E-12	3.16E-11	8084	24242	0.45	2.7	3.2	3.9	4.1	622
82	M9V_DENIS-PJ1048-3956.fits	3.14E-14	5.98E-13	8094	41158	0.57	3.2	5	4.9	5.8	583
83	M9V_LHS2065.fits	1.50E-14	1.18E-13	8134	24111	0.35	2.7	3.2	3.9	4.1	589
84	M9V_LHS2924.fits	6.62E-15	6.00E-14	8139	24176	0.2	2.7	3.2	3.9	4.1	604
85	M9V_LP944-20.fits	8.70E-15	1.91E-13	8130	41261	0.56	3.2	5	5	5.8	591

nfs[2] <- nf

Main conclusions are:

Different WaveLength range
Different Stepwise per file even variable inside the file
Span for wavelength are
- Min: 8037.011, 8143.8029
- Max: 2.4111 × 10⁴, 5.4568 × 10⁴
Specific decisions are required in terms of wavelength setup.
Specific decisions are due for sampling the wavelength too.

Overlook at BDSS dataset

Next piece of the anaylsis is BDSS dataset, as it is built on different .fits files, one per star. It is necessary to read all of them and to categorize wavelength window and wavelength stepzise (mean and standard deviation).

setwd("~/M")
files <- list.files(path = "./bdss", pattern = ".*dat$", ignore.case = TRUE)
nf <- length(files)
d_bds <- as.data.frame(matrix(0, nf, 11))
d_bds[, 1] <- files
colnames(d_bds) <- c("FileName", "MinFL", "MaxFL", "MinWL", "MaxWL", "MinST", 
    "1Q_ST", "Median", "Mean", "3Q_ST", "Max_ST")
j <- 0
bds <- list()
for (i in files) {
    j <- j + 1
    ss <- read.table(file = paste("bdss/", i, sep = ""), skip = 6, header = FALSE)
    ss[, 1] <- ss[, 1] * 10000
    bds[[i]] <- list(data = ss, name = i)
    d_bds[j, 2:3] <- range(ss[, 2], na.rm = T)
    d_bds[j, 4:5] <- range(ss[, 1], na.rm = T)
    d_bds[j, 6:11] <- summary(diff(ss[, 1], 1))
}
table03 <- xtable(d_bds)
print(table03, type = "html")

	FileName	MinFL	MaxFL	MinWL	MaxWL	MinST	1Q_ST	Median	Mean	3Q_ST	Max_ST
1	2m0608_58.dat	0.65	1.05	13050.19	13242.11	0.19	0.19	0.19	0.19	0.19	0.19
2	2m0608_59.dat	0.64	1.02	12830.14	13018.89	0.18	0.18	0.18	0.18	0.18	0.19
3	2m0608_60.dat	0.69	1.05	12617.32	12803.00	0.18	0.18	0.18	0.18	0.18	0.18
4	2m0608_61.dat	0.32	1.09	12411.89	12594.19	0.18	0.18	0.18	0.18	0.18	0.18
5	2m0608_62.dat	0.66	1.05	12213.06	12392.29	0.17	0.17	0.17	0.17	0.17	0.18
6	2m0608_63.dat	0.58	1.06	12020.52	12196.69	0.17	0.17	0.17	0.17	0.17	0.17
7	2m0608_64.dat	0.53	1.12	11833.90	12007.10	0.17	0.17	0.17	0.17	0.17	0.17
8	2m0608_65.dat	-0.01	1.05	11652.27	11822.50	0.17	0.17	0.17	0.17	0.17	0.17
9	2m1139_58.dat	0.70	1.19	13042.53	13234.94	0.19	0.19	0.19	0.19	0.19	0.19
10	2m1139_59.dat	0.77	1.04	12822.58	13011.62	0.18	0.18	0.18	0.18	0.18	0.19
11	2m1139_61.dat	0.48	1.05	12404.65	12587.34	0.18	0.18	0.18	0.18	0.18	0.18
12	2m1139_62.dat	0.69	1.03	12206.04	12385.26	0.17	0.17	0.17	0.17	0.17	0.18
13	2m1139_63.dat	0.61	0.98	12013.56	12190.02	0.17	0.17	0.17	0.17	0.17	0.17
14	2m1139_64.dat	0.48	1.04	11827.11	12000.50	0.17	0.17	0.17	0.17	0.17	0.17
15	2m1139_65.dat	0.38	1.05	11646.70	11815.39	0.16	0.16	0.17	0.17	0.17	0.17
16	2m1207_58.dat	0.57	1.05	13042.22	13234.53	0.19	0.19	0.19	0.19	0.19	0.19
17	2m1207_59.dat	0.62	1.08	12822.20	13011.24	0.18	0.18	0.18	0.18	0.18	0.19
18	2m1207_60.dat	0.62	1.07	12609.72	12795.59	0.18	0.18	0.18	0.18	0.18	0.18
19	2m1207_61.dat	0.42	1.01	12404.23	12586.93	0.18	0.18	0.18	0.18	0.18	0.18
20	2m1207_62.dat	0.72	1.07	12205.55	12384.77	0.17	0.17	0.17	0.17	0.17	0.18
21	2m1207_63.dat	0.71	1.08	12013.12	12189.78	0.17	0.17	0.17	0.17	0.17	0.17
22	2m1207_64.dat	0.50	1.02	11826.64	12000.03	0.17	0.17	0.17	0.17	0.17	0.17
23	2m1207_65.dat	0.29	1.01	11646.14	11816.76	0.16	0.17	0.17	0.17	0.17	0.17
24	2m2234_58.dat	0.54	1.02	13043.81	13236.15	0.19	0.19	0.19	0.19	0.19	0.19
25	2m2234_59.dat	0.67	1.17	12823.82	13012.88	0.18	0.18	0.18	0.18	0.18	0.19
26	2m2234_60.dat	0.77	1.03	12611.30	12797.19	0.18	0.18	0.18	0.18	0.18	0.18
27	2m2234_61.dat	0.66	1.06	12405.78	12588.49	0.18	0.18	0.18	0.18	0.18	0.18
28	2m2234_62.dat	0.74	1.03	12207.14	12386.27	0.17	0.17	0.17	0.17	0.17	0.18
29	2m2234_63.dat	0.68	1.01	12014.52	12191.41	0.17	0.17	0.17	0.17	0.17	0.17
30	2m2234_64.dat	0.58	1.02	11828.09	12001.40	0.17	0.17	0.17	0.17	0.17	0.17
31	2m2234_65.dat	0.53	1.04	11647.53	11818.28	0.17	0.17	0.17	0.17	0.17	0.17
32	2mass0036_58.dat	0.56	0.98	13045.35	13237.55	0.19	0.19	0.19	0.19	0.19	0.19
33	2mass0036_59.dat	0.68	1.01	12825.22	13014.15	0.18	0.18	0.18	0.18	0.18	0.18
34	2mass0036_60.dat	0.58	1.00	12612.69	12798.35	0.18	0.18	0.18	0.18	0.18	0.18
35	2mass0036_61.dat	0.24	1.01	12407.11	12590.01	0.18	0.18	0.18	0.18	0.18	0.18
36	2mass0036_62.dat	0.48	1.00	12208.44	12387.55	0.17	0.17	0.17	0.17	0.17	0.18
37	2mass0036_63.dat	0.44	0.99	12015.90	12192.15	0.17	0.17	0.17	0.17	0.17	0.17
38	2mass0036_64.dat	0.46	0.98	11829.40	12002.78	0.17	0.17	0.17	0.17	0.17	0.17
39	2mass0036_65.dat	0.18	1.00	11648.88	11819.09	0.16	0.17	0.17	0.17	0.17	0.17
40	2mass0140_58.dat	0.73	1.17	13043.79	13237.63	0.19	0.19	0.19	0.19	0.19	0.19
41	2mass0140_59.dat	0.68	1.21	12825.44	13014.48	0.18	0.18	0.18	0.18	0.18	0.19
42	2mass0140_60.dat	0.74	1.20	12612.91	12798.67	0.18	0.18	0.18	0.18	0.18	0.18
43	2mass0140_61.dat	0.21	1.30	12407.20	12589.84	0.18	0.18	0.18	0.18	0.18	0.18
44	2mass0140_62.dat	0.61	1.16	12208.56	12388.08	0.17	0.17	0.17	0.17	0.18	0.18
45	2mass0140_63.dat	0.60	1.24	12016.15	12192.61	0.17	0.17	0.17	0.17	0.17	0.17
46	2mass0140_64.dat	0.44	1.25	11828.71	12002.92	0.17	0.17	0.17	0.17	0.17	0.17
47	2mass0140_65.dat	0.18	1.17	11649.18	11819.70	0.17	0.17	0.17	0.17	0.17	0.17
48	2mass0345_58.dat	0.67	1.04	13043.84	13238.11	0.19	0.19	0.19	0.19	0.19	0.19
49	2mass0345_59.dat	0.62	1.01	12825.95	13014.99	0.18	0.18	0.18	0.18	0.18	0.19
50	2mass0345_60.dat	0.62	1.01	12613.42	12799.19	0.18	0.18	0.18	0.18	0.18	0.18
51	2mass0345_61.dat	0.35	1.20	12407.70	12590.30	0.18	0.18	0.18	0.18	0.18	0.18
52	2mass0345_62.dat	0.61	1.01	12208.99	12388.52	0.17	0.17	0.17	0.17	0.18	0.18
53	2mass0345_63.dat	0.44	1.02	12016.58	12193.15	0.17	0.17	0.17	0.17	0.17	0.17
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203	kelu1_60.dat	0.68	1.00	12613.49	12799.15	0.18	0.18	0.18	0.18	0.18	0.18
204	kelu1_61.dat	0.34	1.00	12407.88	12590.58	0.18	0.18	0.18	0.18	0.18	0.18
205	kelu1_62.dat	0.47	1.00	12209.13	12388.66	0.17	0.17	0.17	0.17	0.18	0.18
206	kelu1_63.dat	0.47	1.00	12016.71	12193.07	0.17	0.17	0.17	0.17	0.17	0.17
207	kelu1_64.dat	0.19	1.00	11829.32	12003.43	0.17	0.17	0.17	0.17	0.17	0.17
208	kelu1_65.dat	0.18	1.00	11649.66	11821.62	0.17	0.17	0.17	0.17	0.17	0.17
209	l40258_58.dat	0.63	1.15	13049.26	13241.05	0.19	0.19	0.19	0.19	0.19	0.19
210	l40258_59.dat	0.69	1.03	12828.85	13017.68	0.18	0.18	0.18	0.18	0.18	0.18
211	l40258_60.dat	0.72	1.01	12616.29	12801.84	0.18	0.18	0.18	0.18	0.18	0.18
212	l40258_61.dat	0.29	1.02	12410.99	12593.27	0.18	0.18	0.18	0.18	0.18	0.18
213	l40258_62.dat	0.69	1.05	12212.12	12391.34	0.17	0.17	0.17	0.17	0.17	0.18
214	l40258_63.dat	0.66	1.04	12019.57	12195.82	0.17	0.17	0.17	0.17	0.17	0.17
215	l40258_64.dat	0.50	1.05	11833.27	12006.24	0.17	0.17	0.17	0.17	0.17	0.17
216	l40258_65.dat	0.24	1.05	11651.86	11824.73	0.17	0.17	0.17	0.17	0.17	0.17
217	l41231_58.dat	0.68	1.08	13049.92	13241.72	0.19	0.19	0.19	0.19	0.19	0.19
218	l41231_59.dat	0.69	1.01	12829.84	13018.58	0.18	0.18	0.18	0.18	0.18	0.18
219	l41231_60.dat	0.71	1.02	12616.89	12802.55	0.18	0.18	0.18	0.18	0.18	0.18
220	l41231_61.dat	0.36	1.06	12411.62	12593.91	0.18	0.18	0.18	0.18	0.18	0.18
221	l41231_62.dat	0.71	1.01	12212.74	12391.96	0.17	0.17	0.17	0.17	0.17	0.18
222	l41231_63.dat	0.59	1.00	12020.25	12196.30	0.17	0.17	0.17	0.17	0.17	0.17
223	l41231_64.dat	0.50	1.03	11833.42	12006.71	0.17	0.17	0.17	0.17	0.17	0.17
224	l41231_65.dat	0.22	1.00	11652.55	11822.46	0.16	0.17	0.17	0.17	0.17	0.17
225	sdss0423_58.dat	0.73	1.02	13045.85	13239.21	0.19	0.19	0.19	0.19	0.19	0.19
226	sdss0423_59.dat	0.70	1.10	12826.94	13016.10	0.18	0.18	0.18	0.18	0.18	0.19
227	sdss0423_60.dat	0.80	1.00	12614.54	12800.22	0.18	0.18	0.18	0.18	0.18	0.18
228	sdss0423_61.dat	0.50	1.03	12408.86	12591.38	0.18	0.18	0.18	0.18	0.18	0.18
229	sdss0423_62.dat	0.76	1.00	12210.03	12389.58	0.17	0.17	0.17	0.18	0.18	0.18
230	sdss0423_63.dat	0.69	1.03	12017.64	12194.22	0.17	0.17	0.17	0.17	0.17	0.17
231	sdss0423_64.dat	0.57	1.03	11830.24	12004.47	0.17	0.17	0.17	0.17	0.17	0.17
232	sdss0423_65.dat	0.22	1.01	11650.51	11821.06	0.17	0.17	0.17	0.17	0.17	0.17
233	sdss1254_58.dat	0.48	1.02	13045.62	13237.93	0.19	0.19	0.19	0.19	0.19	0.19
234	sdss1254_59.dat	0.50	1.01	12825.63	13014.36	0.18	0.18	0.18	0.18	0.18	0.18
235	sdss1254_60.dat	0.64	1.12	12612.98	12798.75	0.18	0.18	0.18	0.18	0.18	0.18
236	sdss1254_61.dat	0.33	1.02	12407.41	12590.01	0.18	0.18	0.18	0.18	0.18	0.18
237	sdss1254_62.dat	0.52	1.05	12208.63	12388.16	0.17	0.17	0.17	0.17	0.18	0.18
238	sdss1254_63.dat	0.27	1.00	12016.14	12192.70	0.17	0.17	0.17	0.17	0.17	0.17
239	sdss1254_64.dat	0.19	1.01	11829.70	12003.08	0.17	0.17	0.17	0.17	0.17	0.17
240	sdss1254_65.dat	-0.63	1.42	11649.14	11820.38	0.17	0.17	0.17	0.17	0.17	0.17
241	sori12_58.dat	0.59	1.09	13050.12	13242.04	0.19	0.19	0.19	0.19	0.19	0.19
242	sori12_59.dat	0.66	1.13	12830.08	13018.83	0.18	0.18	0.18	0.18	0.18	0.18
243	sori12_60.dat	0.67	1.02	12617.24	12802.72	0.18	0.18	0.18	0.18	0.18	0.18
244	sori12_61.dat	0.62	1.08	12411.85	12594.36	0.18	0.18	0.18	0.18	0.18	0.18
245	sori12_62.dat	0.80	1.38	12212.99	12392.22	0.17	0.17	0.17	0.17	0.17	0.18
246	sori12_63.dat	0.71	1.13	12020.45	12196.61	0.17	0.17	0.17	0.17	0.17	0.17
247	sori12_64.dat	0.57	1.37	11833.64	12006.94	0.17	0.17	0.17	0.17	0.17	0.17
248	sori12_65.dat	0.41	1.23	11653.96	11824.60	0.17	0.17	0.17	0.17	0.17	0.17
249	wolf359_58.dat	0.56	1.01	13044.71	13237.74	0.19	0.19	0.19	0.19	0.19	0.19
250	wolf359_59.dat	0.58	1.03	12825.52	13014.55	0.18	0.18	0.18	0.18	0.18	0.19
251	wolf359_60.dat	0.63	1.01	12613.06	12798.82	0.18	0.18	0.18	0.18	0.18	0.18
252	wolf359_61.dat	0.28	1.02	12407.48	12590.17	0.18	0.18	0.18	0.18	0.18	0.18
253	wolf359_62.dat	0.74	1.02	12208.64	12388.16	0.17	0.17	0.17	0.17	0.18	0.18
254	wolf359_63.dat	0.66	1.01	12016.32	12192.77	0.17	0.17	0.17	0.17	0.17	0.17
255	wolf359_64.dat	0.44	1.03	11828.89	12003.09	0.17	0.17	0.17	0.17	0.17	0.17
256	wolf359_65.dat	0.20	1.05	11649.14	11819.66	0.16	0.17	0.17	0.17	0.17	0.17

nfs[3] <- nf

Main conclusions are:

Different WaveLength range
Different Stepwise per file but almost constant inside the file
Span for wavelength are
- Min: 1.1646 × 10⁴, 1.305 × 10⁴
- Max: 1.1815 × 10⁴, 1.3242 × 10⁴
Specific decisions are required in terms of wavelength setup.
Specific decisions are due for sampling the wavelength too.

Study of GRID based syntetic spectra

The PHOENIX Grid has been used (called as BT-SETTL) and some of the spectra fit into the M class type. First step will be to process all the filenames in order to identify physical parameters. Then it will be possible to identify the interesting subset. ## Anexes

In following sections you wil find pictures for different datasets

IPAC dataset

par(mfrow = c(1, 2))
dibuja_combi <- function(dat, dsp = TRUE, df = TRUE) {
    data <- dat$data
    nom <- dat$name
    if (df) {
        plot(data[, 1], data[, 2], type = "l", main = nom, xlab = "Anstrongs", 
            ylab = "erg*cm2/(s*A)")
    }
    if (dsp) {
        sp <- spectrum(ts(data = as.numeric(data[, 2])), plot = dsp)
    }
}
for (i in 1:nfs[1]) {
    dibuja_combi(ipc[[i]])
}

plot of chunk overview plot of chunk overview plot of chunk overview

IRTF dataset

par(mfrow = c(1, 2))
for (i in 1:nfs[2]) {
    dibuja_combi(irf[[i]])
}

## Error: missing values in object

plot of chunk overview2

BDSS dataset

par(mfrow = c(1, 2))
for (i in 1:nfs[3]) {
    dibuja_combi(bds[[i]])
}

plot of chunk overview3