Sea level
M. Delorme
17 juin 2015
1 Global sea level
Data from CU Sea Level Research Group - University of Colorado :
Since 1993, measurements from the TOPEX and Jason series of satellite radar altimeters have allowed estimates of global mean sea level. These measurements are continuously monitored against a network of tide gauges. When seasonal variations are subtracted, they allow estimation of the global mean sea level rate. As new data, models and corrections become available, we continuously revise these estimates (about every two months) to improve their quality.
NEREM, R. S., CHAMBERS, D. P., CHOE, C. and MITCHUM, G. T., 2010, Estimating Mean Sea Level Change from the TOPEX and Jason Altimeter Missions. Marine Geodesy. 16 August 2010. Vol. 33, n°. sup1, p. 435–446. DOI 10.1080/01490419.2010.491031.
library(ggplot2)
library(lubridate)
# get data
gmsl <- read.table("http://sealevel.colorado.edu/files/2015_rel2/sl_ns_global.txt", header = FALSE, skip = 1)
colnames(gmsl) <- c("year", "msl")
# reformat date from decimal year
gmsl$datetime <- date_decimal(gmsl$year)
gmsl$date <- as.Date(format(gmsl$datetime, "%Y-%m-%d"), format = "%Y-%m-%d")
# plot
ggplot(gmsl, aes(date, msl)) +
geom_line(color = "pink") +
geom_point(color = "red", size = 1) +
stat_smooth(span = 0.2) +
stat_smooth(method = "lm") +
xlab("Year") +
scale_x_date(minor_breaks = "1 year") +
ylab(expression(paste(Delta, " MSL (mm)"))) +
ggtitle("Global Mean Sea Level") +
theme_bw()## geom_smooth: method="auto" and size of largest group is <1000, so using loess. Use 'method = x' to change the smoothing method.
gmsl## year msl datetime date
## 1 1992.959 -5.818 1992-12-17 04:14:52 1992-12-17
## 2 1992.987 -7.525 1992-12-27 02:17:39 1992-12-27
## 3 1993.014 -9.215 1993-01-06 00:53:16 1993-01-06
## 4 1993.041 -11.796 1993-01-15 22:17:02 1993-01-15
## 5 1993.068 -11.291 1993-01-25 20:33:21 1993-01-25
## 6 1993.095 -9.569 1993-02-04 17:57:07 1993-02-04
## 7 1993.122 -3.714 1993-02-14 15:20:52 1993-02-14
## 8 1993.149 -2.471 1993-02-24 13:37:11 1993-02-24
## 9 1993.177 -6.784 1993-03-06 11:00:57 1993-03-06
## 10 1993.204 -5.772 1993-03-16 09:17:16 1993-03-16
## 11 1993.231 -2.853 1993-03-26 06:41:02 1993-03-26
## 12 1993.285 -1.943 1993-04-15 02:21:07 1993-04-15
## 13 1993.312 -0.293 1993-04-25 00:37:26 1993-04-25
## 14 1993.340 -5.296 1993-05-04 22:01:12 1993-05-04
## 15 1993.367 -7.317 1993-05-14 20:17:31 1993-05-14
## 16 1993.394 -6.346 1993-05-24 17:41:16 1993-05-24
## 17 1993.421 -1.620 1993-06-03 15:57:36 1993-06-03
## 18 1993.448 0.416 1993-06-13 13:21:21 1993-06-13
## 19 1993.475 -1.503 1993-06-23 11:37:40 1993-06-23
## 20 1993.502 -4.163 1993-07-03 09:01:26 1993-07-03
## 21 1993.530 -4.853 1993-07-13 07:17:45 1993-07-13
## 22 1993.584 -2.577 1993-08-02 02:57:50 1993-08-02
## 23 1993.611 -2.444 1993-08-12 00:21:36 1993-08-12
## 24 1993.638 -2.335 1993-08-21 22:37:55 1993-08-21
## 25 1993.665 -6.265 1993-08-31 20:01:40 1993-08-31
## 26 1993.693 -7.356 1993-09-10 18:18:00 1993-09-10
## 27 1993.720 -6.358 1993-09-20 15:41:45 1993-09-20
## 28 1993.747 -0.770 1993-09-30 13:58:04 1993-09-30
## 29 1993.774 1.805 1993-10-10 11:21:50 1993-10-10
## 30 1993.801 -1.886 1993-10-20 08:45:35 1993-10-20
## 31 1993.855 -7.186 1993-11-09 04:25:40 1993-11-09
## 32 1993.882 -4.588 1993-11-19 02:41:59 1993-11-19
## 33 1993.910 -2.648 1993-11-29 00:05:45 1993-11-29
## 34 1993.937 -0.795 1993-12-08 22:22:04 1993-12-08
## 35 1993.964 1.461 1993-12-18 19:45:50 1993-12-18
## 36 1993.991 -3.859 1993-12-28 18:02:09 1993-12-28
## 37 1994.018 -5.904 1994-01-07 15:25:55 1994-01-07
## 38 1994.045 -1.261 1994-01-17 13:42:14 1994-01-17
## 39 1994.072 2.404 1994-01-27 11:05:59 1994-01-27
## 40 1994.100 -1.173 1994-02-06 09:22:19 1994-02-06
## 41 1994.127 -6.507 1994-02-16 06:46:04 1994-02-16
## 42 1994.154 -10.638 1994-02-26 05:02:23 1994-02-26
## 43 1994.181 -2.544 1994-03-08 02:26:09 1994-03-08
## 44 1994.235 1.699 1994-03-27 22:06:14 1994-03-27
## 45 1994.263 0.824 1994-04-06 20:22:33 1994-04-06
## 46 1994.290 -1.043 1994-04-16 17:46:19 1994-04-16
## 47 1994.317 -5.562 1994-04-26 16:02:38 1994-04-26
## 48 1994.344 -4.376 1994-05-06 13:26:24 1994-05-06
## 49 1994.371 -1.532 1994-05-16 11:42:43 1994-05-16
## 50 1994.398 -3.553 1994-05-26 09:06:28 1994-05-26
## 51 1994.426 -2.147 1994-06-05 07:22:48 1994-06-05
## 52 1994.453 -3.283 1994-06-15 04:46:33 1994-06-15
## 53 1994.507 -6.102 1994-07-05 00:26:38 1994-07-05
## 54 1994.534 -1.283 1994-07-14 21:50:24 1994-07-14
## 55 1994.561 0.386 1994-07-24 20:06:43 1994-07-24
## 56 1994.588 -1.522 1994-08-03 17:30:28 1994-08-03
## 57 1994.616 -7.664 1994-08-13 15:46:48 1994-08-13
## 58 1994.643 -8.044 1994-08-23 13:10:33 1994-08-23
## 59 1994.670 -8.182 1994-09-02 11:26:52 1994-09-02
## 60 1994.697 -0.322 1994-09-12 08:50:38 1994-09-12
## 61 1994.724 -0.764 1994-09-22 07:06:57 1994-09-22
## 62 1994.751 -4.568 1994-10-02 04:30:43 1994-10-02
## 63 1994.778 -5.281 1994-10-12 02:47:02 1994-10-12
## 64 1994.805 -4.447 1994-10-22 00:10:47 1994-10-22
## 65 1994.833 -5.614 1994-10-31 22:27:07 1994-10-31
## 66 1994.887 -3.240 1994-11-20 18:07:11 1994-11-20
## 67 1994.914 -10.229 1994-11-30 15:30:57 1994-11-30
## 68 1994.941 -7.929 1994-12-10 13:47:16 1994-12-10
## 69 1994.968 -5.132 1994-12-20 11:11:02 1994-12-20
## 70 1994.996 -0.212 1994-12-30 09:27:21 1994-12-30
## 71 1995.023 2.458 1995-01-09 06:51:07 1995-01-09
## 72 1995.050 2.365 1995-01-19 05:07:26 1995-01-19
## 73 1995.077 3.806 1995-01-29 02:31:12 1995-01-29
## 74 1995.104 -3.379 1995-02-08 00:47:31 1995-02-08
## 75 1995.131 -8.843 1995-02-17 22:11:16 1995-02-17
## 76 1995.159 -1.374 1995-02-27 20:27:36 1995-02-27
## 77 1995.213 5.367 1995-03-19 16:07:40 1995-03-19
## 78 1995.240 -2.756 1995-03-29 13:31:26 1995-03-29
## 79 1995.267 -4.330 1995-04-08 10:55:12 1995-04-08
## 80 1995.294 -5.885 1995-04-18 09:11:31 1995-04-18
## 81 1995.321 -1.166 1995-04-28 06:35:16 1995-04-28
## 82 1995.376 -1.544 1995-05-18 02:15:21 1995-05-18
## 83 1995.403 -0.936 1995-05-28 00:31:40 1995-05-28
## 84 1995.430 -1.559 1995-06-06 21:55:26 1995-06-06
## 85 1995.457 -3.805 1995-06-16 20:11:45 1995-06-16
## 86 1995.484 -2.239 1995-06-26 17:35:31 1995-06-26
## 87 1995.539 -0.312 1995-07-16 13:15:36 1995-07-16
## 88 1995.566 -2.837 1995-07-26 11:31:55 1995-07-26
## 89 1995.593 -6.275 1995-08-05 08:55:40 1995-08-05
## 90 1995.620 -6.978 1995-08-15 07:11:59 1995-08-15
## 91 1995.647 -4.627 1995-08-25 04:35:45 1995-08-25
## 92 1995.674 0.555 1995-09-04 02:52:04 1995-09-04
## 93 1995.701 1.799 1995-09-14 00:15:50 1995-09-14
## 94 1995.729 2.079 1995-09-23 22:32:09 1995-09-23
## 95 1995.756 -4.116 1995-10-03 19:55:55 1995-10-03
## 96 1995.783 -5.580 1995-10-13 18:12:14 1995-10-13
## 97 1995.837 -1.007 1995-11-02 13:52:19 1995-11-02
## 98 1995.864 0.257 1995-11-12 11:16:04 1995-11-12
## 99 1995.891 -0.928 1995-11-22 09:32:23 1995-11-22
## 100 1995.946 -6.178 1995-12-12 05:12:28 1995-12-12
## 101 1995.973 3.549 1995-12-22 02:36:14 1995-12-22
## 102 1996.000 2.121 1996-01-01 00:00:00 1996-01-01
## 103 1996.027 -1.907 1996-01-10 22:55:29 1996-01-10
## 104 1996.054 -5.008 1996-01-20 20:58:16 1996-01-20
## 105 1996.082 -6.979 1996-01-30 19:53:45 1996-01-30
## 106 1996.109 -4.363 1996-02-09 17:56:32 1996-02-09
## 107 1996.163 5.333 1996-02-29 14:54:48 1996-02-29
## 108 1996.190 0.404 1996-03-10 13:50:18 1996-03-10
## 109 1996.217 -0.115 1996-03-20 11:53:05 1996-03-20
## 110 1996.244 -1.889 1996-03-30 10:48:34 1996-03-30
## 111 1996.272 -2.813 1996-04-09 08:51:21 1996-04-09
## 112 1996.299 1.439 1996-04-19 07:46:50 1996-04-19
## 113 1996.326 4.639 1996-04-29 05:49:37 1996-04-29
## 114 1996.353 2.876 1996-05-09 04:45:07 1996-05-09
## 115 1996.380 -0.125 1996-05-19 02:47:54 1996-05-19
## 116 1996.407 -0.630 1996-05-29 01:43:23 1996-05-29
## 117 1996.434 1.051 1996-06-07 23:46:10 1996-06-07
## 118 1996.489 7.510 1996-06-27 20:44:26 1996-06-27
## 119 1996.516 4.802 1996-07-07 19:39:56 1996-07-07
## 120 1996.543 2.974 1996-07-17 17:42:43 1996-07-17
## 121 1996.570 1.430 1996-07-27 16:38:12 1996-07-27
## 122 1996.597 1.920 1996-08-06 14:40:59 1996-08-06
## 123 1996.624 1.791 1996-08-16 13:36:28 1996-08-16
## 124 1996.652 2.903 1996-08-26 11:39:15 1996-08-26
## 125 1996.679 1.620 1996-09-05 10:34:45 1996-09-05
## 126 1996.706 -0.306 1996-09-15 08:37:32 1996-09-15
## 127 1996.733 -1.936 1996-09-25 06:40:19 1996-09-25
## 128 1996.760 -1.189 1996-10-05 05:35:48 1996-10-05
## 129 1996.814 0.035 1996-10-25 02:34:04 1996-10-25
## 130 1996.842 3.471 1996-11-04 00:36:51 1996-11-04
## 131 1996.869 1.228 1996-11-13 23:32:21 1996-11-13
## 132 1996.896 -2.764 1996-11-23 21:35:08 1996-11-23
## 133 1996.923 0.452 1996-12-03 20:30:37 1996-12-03
## 134 1996.950 4.804 1996-12-13 18:33:24 1996-12-13
## 135 1996.977 3.602 1996-12-23 17:28:53 1996-12-23
## 136 1997.005 1.636 1997-01-02 15:25:12 1997-01-02
## 137 1997.032 -0.803 1997-01-12 13:41:31 1997-01-12
## 138 1997.059 -5.010 1997-01-22 11:05:16 1997-01-22
## 139 1997.086 0.989 1997-02-01 09:21:36 1997-02-01
## 140 1997.140 3.083 1997-02-21 05:01:40 1997-02-21
## 141 1997.167 1.468 1997-03-03 02:25:26 1997-03-03
## 142 1997.195 -1.823 1997-03-13 00:41:45 1997-03-13
## 143 1997.222 -1.142 1997-03-22 22:05:31 1997-03-22
## 144 1997.249 2.696 1997-04-01 20:21:50 1997-04-01
## 145 1997.276 7.350 1997-04-11 17:45:36 1997-04-11
## 146 1997.303 3.831 1997-04-21 16:01:55 1997-04-21
## 147 1997.330 2.789 1997-05-01 13:25:40 1997-05-01
## 148 1997.358 6.987 1997-05-11 11:42:00 1997-05-11
## 149 1997.385 2.104 1997-05-21 09:05:45 1997-05-21
## 150 1997.412 7.687 1997-05-31 07:22:04 1997-05-31
## 151 1997.466 11.306 1997-06-20 02:09:35 1997-06-20
## 152 1997.493 10.143 1997-06-30 00:25:55 1997-06-30
## 153 1997.520 7.763 1997-07-09 21:49:40 1997-07-09
## 154 1997.547 8.381 1997-07-19 20:05:59 1997-07-19
## 155 1997.575 11.114 1997-07-29 17:29:45 1997-07-29
## 156 1997.629 11.136 1997-08-18 13:09:50 1997-08-18
## 157 1997.656 12.880 1997-08-28 11:26:09 1997-08-28
## 158 1997.683 10.474 1997-09-07 08:49:55 1997-09-07
## 159 1997.710 9.965 1997-09-17 07:06:14 1997-09-17
## 160 1997.737 15.483 1997-09-27 04:29:59 1997-09-27
## 161 1997.792 14.829 1997-10-17 00:10:04 1997-10-17
## 162 1997.819 12.947 1997-10-26 22:26:23 1997-10-26
## 163 1997.846 11.460 1997-11-05 19:50:09 1997-11-05
## 164 1997.873 8.891 1997-11-15 18:06:28 1997-11-15
## 165 1997.900 11.173 1997-11-25 15:30:14 1997-11-25
## 166 1997.928 14.685 1997-12-05 13:46:33 1997-12-05
## 167 1997.955 11.068 1997-12-15 11:10:19 1997-12-15
## 168 1997.982 10.593 1997-12-25 09:26:38 1997-12-25
## 169 1998.009 4.736 1998-01-04 06:50:24 1998-01-04
## 170 1998.036 8.719 1998-01-14 05:06:43 1998-01-14
## 171 1998.091 14.428 1998-02-03 00:46:48 1998-02-03
## 172 1998.118 13.615 1998-02-12 22:10:33 1998-02-12
## 173 1998.145 10.997 1998-02-22 20:26:52 1998-02-22
## 174 1998.172 7.134 1998-03-04 17:50:38 1998-03-04
## 175 1998.199 10.277 1998-03-14 15:14:24 1998-03-14
## 176 1998.226 12.140 1998-03-24 13:30:43 1998-03-24
## 177 1998.253 17.386 1998-04-03 10:54:28 1998-04-03
## 178 1998.281 18.053 1998-04-13 09:10:48 1998-04-13
## 179 1998.308 12.608 1998-04-23 06:34:33 1998-04-23
## 180 1998.335 13.387 1998-05-03 04:50:52 1998-05-03
## 181 1998.362 10.641 1998-05-13 02:14:38 1998-05-13
## 182 1998.416 12.022 1998-06-01 21:54:43 1998-06-01
## 183 1998.443 12.486 1998-06-11 20:11:02 1998-06-11
## 184 1998.470 8.230 1998-06-21 17:34:47 1998-06-21
## 185 1998.498 6.613 1998-07-01 15:51:07 1998-07-01
## 186 1998.525 7.175 1998-07-11 13:14:52 1998-07-11
## 187 1998.552 7.832 1998-07-21 11:31:11 1998-07-21
## 188 1998.606 7.429 1998-08-10 07:11:16 1998-08-10
## 189 1998.633 4.628 1998-08-20 04:35:02 1998-08-20
## 190 1998.661 6.161 1998-08-30 02:51:21 1998-08-30
## 191 1998.688 6.572 1998-09-09 00:15:07 1998-09-09
## 192 1998.715 9.135 1998-09-18 22:31:26 1998-09-18
## 193 1998.742 10.886 1998-09-28 19:55:11 1998-09-28
## 194 1998.769 10.819 1998-10-08 18:11:31 1998-10-08
## 195 1998.823 6.725 1998-10-28 13:51:35 1998-10-28
## 196 1998.851 7.464 1998-11-07 11:15:21 1998-11-07
## 197 1998.878 13.388 1998-11-17 08:39:07 1998-11-17
## 198 1998.905 7.522 1998-11-27 06:55:26 1998-11-27
## 199 1998.932 16.727 1998-12-07 04:19:12 1998-12-07
## 200 1998.959 10.897 1998-12-17 02:35:31 1998-12-17
## 201 1998.986 6.738 1998-12-26 23:59:16 1998-12-26
## 202 1999.014 8.833 1999-01-05 22:15:36 1999-01-05
## 203 1999.041 14.662 1999-01-15 19:39:21 1999-01-15
## 204 1999.095 10.119 1999-02-04 15:19:26 1999-02-04
## 205 1999.122 10.080 1999-02-14 13:35:45 1999-02-14
## 206 1999.149 7.655 1999-02-24 10:59:31 1999-02-24
## 207 1999.176 10.832 1999-03-06 09:15:50 1999-03-06
## 208 1999.204 12.249 1999-03-16 06:39:36 1999-03-16
## 209 1999.231 15.567 1999-03-26 04:55:55 1999-03-26
## 210 1999.258 12.034 1999-04-05 02:19:40 1999-04-05
## 211 1999.285 9.455 1999-04-15 00:36:00 1999-04-15
## 212 1999.339 10.557 1999-05-04 20:16:04 1999-05-04
## 213 1999.366 12.817 1999-05-14 17:39:50 1999-05-14
## 214 1999.394 11.509 1999-05-24 15:56:09 1999-05-24
## 215 1999.421 13.632 1999-06-03 13:19:55 1999-06-03
## 216 1999.448 7.451 1999-06-13 11:36:14 1999-06-13
## 217 1999.475 6.045 1999-06-23 08:59:59 1999-06-23
## 218 1999.502 8.994 1999-07-03 07:16:19 1999-07-03
## 219 1999.529 14.714 1999-07-13 04:40:04 1999-07-13
## 220 1999.556 15.808 1999-07-23 02:56:23 1999-07-23
## 221 1999.584 12.903 1999-08-02 00:20:09 1999-08-02
## 222 1999.611 7.913 1999-08-11 21:43:55 1999-08-11
## 223 1999.638 12.055 1999-08-21 20:00:14 1999-08-21
## 224 1999.692 12.766 1999-09-10 15:40:19 1999-09-10
## 225 1999.719 16.138 1999-09-20 13:04:04 1999-09-20
## 226 1999.746 14.211 1999-09-30 11:20:23 1999-09-30
## 227 1999.774 15.214 1999-10-10 08:44:09 1999-10-10
## 228 1999.801 11.388 1999-10-20 07:00:28 1999-10-20
## 229 1999.828 13.432 1999-10-30 04:24:14 1999-10-30
## 230 1999.855 16.967 1999-11-09 02:40:33 1999-11-09
## 231 1999.882 15.993 1999-11-19 00:04:19 1999-11-19
## 232 1999.909 13.563 1999-11-28 22:20:38 1999-11-28
## 233 1999.964 13.728 1999-12-18 18:00:43 1999-12-18
## 234 1999.991 17.333 1999-12-28 15:24:28 1999-12-28
## 235 2000.018 17.533 2000-01-07 14:06:43 2000-01-07
## 236 2000.045 17.858 2000-01-17 12:09:30 2000-01-17
## 237 2000.072 16.159 2000-01-27 11:04:59 2000-01-27
## 238 2000.099 10.783 2000-02-06 09:07:46 2000-02-06
## 239 2000.127 11.807 2000-02-16 08:03:15 2000-02-16
## 240 2000.154 17.805 2000-02-26 06:06:02 2000-02-26
## 241 2000.181 18.971 2000-03-07 05:01:32 2000-03-07
## 242 2000.208 18.474 2000-03-17 03:04:19 2000-03-17
## 243 2000.235 19.584 2000-03-27 01:59:48 2000-03-27
## 244 2000.290 14.591 2000-04-15 22:58:04 2000-04-15
## 245 2000.317 15.361 2000-04-25 21:00:51 2000-04-25
## 246 2000.344 14.467 2000-05-05 19:03:38 2000-05-05
## 247 2000.371 15.690 2000-05-15 17:59:08 2000-05-15
## 248 2000.398 14.432 2000-05-25 16:01:55 2000-05-25
## 249 2000.425 11.765 2000-06-04 14:57:24 2000-06-04
## 250 2000.452 10.384 2000-06-14 13:00:11 2000-06-14
## 251 2000.479 13.753 2000-06-24 11:55:40 2000-06-24
## 252 2000.507 15.515 2000-07-04 09:58:27 2000-07-04
## 253 2000.534 17.424 2000-07-14 08:53:57 2000-07-14
## 254 2000.588 8.096 2000-08-03 05:52:13 2000-08-03
## 255 2000.615 14.304 2000-08-13 03:55:00 2000-08-13
## 256 2000.642 17.959 2000-08-23 02:50:29 2000-08-23
## 257 2000.669 16.323 2000-09-02 00:53:16 2000-09-02
## 258 2000.697 15.974 2000-09-11 23:48:46 2000-09-11
## 259 2000.724 18.147 2000-09-21 21:51:33 2000-09-21
## 260 2000.751 17.564 2000-10-01 20:47:02 2000-10-01
## 261 2000.778 18.291 2000-10-11 18:49:49 2000-10-11
## 262 2000.805 19.382 2000-10-21 17:45:18 2000-10-21
## 263 2000.860 21.424 2000-11-10 14:43:35 2000-11-10
## 264 2000.887 17.268 2000-11-20 12:46:22 2000-11-20
## 265 2000.914 17.882 2000-11-30 11:41:51 2000-11-30
## 266 2000.941 15.043 2000-12-10 09:44:38 2000-12-10
## 267 2000.968 17.602 2000-12-20 08:40:07 2000-12-20
## 268 2000.995 22.057 2000-12-30 06:42:54 2000-12-30
## 269 2001.023 17.812 2001-01-09 05:06:00 2001-01-09
## 270 2001.077 15.095 2001-01-28 23:53:31 2001-01-28
## 271 2001.104 19.007 2001-02-07 22:09:50 2001-02-07
## 272 2001.131 19.868 2001-02-17 19:33:36 2001-02-17
## 273 2001.158 24.128 2001-02-27 17:49:55 2001-02-27
## 274 2001.185 24.451 2001-03-09 15:13:40 2001-03-09
## 275 2001.213 18.088 2001-03-19 13:30:00 2001-03-19
## 276 2001.240 19.188 2001-03-29 10:53:45 2001-03-29
## 277 2001.267 20.069 2001-04-08 09:10:04 2001-04-08
## 278 2001.294 24.568 2001-04-18 06:33:50 2001-04-18
## 279 2001.321 24.107 2001-04-28 04:50:09 2001-04-28
## 280 2001.348 20.584 2001-05-08 02:13:55 2001-05-08
## 281 2001.375 18.573 2001-05-18 00:30:14 2001-05-18
## 282 2001.402 16.302 2001-05-27 21:53:59 2001-05-27
## 283 2001.430 17.931 2001-06-06 20:10:19 2001-06-06
## 284 2001.457 20.625 2001-06-16 17:34:04 2001-06-16
## 285 2001.484 25.515 2001-06-26 15:50:23 2001-06-26
## 286 2001.511 25.982 2001-07-06 13:14:09 2001-07-06
## 287 2001.538 23.402 2001-07-16 11:30:28 2001-07-16
## 288 2001.565 17.347 2001-07-26 08:54:14 2001-07-26
## 289 2001.593 22.949 2001-08-05 07:10:33 2001-08-05
## 290 2001.620 23.084 2001-08-15 04:34:19 2001-08-15
## 291 2001.647 23.577 2001-08-25 02:50:38 2001-08-25
## 292 2001.674 22.807 2001-09-04 00:14:23 2001-09-04
## 293 2001.701 22.099 2001-09-13 22:30:43 2001-09-13
## 294 2001.728 22.520 2001-09-23 19:54:28 2001-09-23
## 295 2001.755 25.106 2001-10-03 18:10:47 2001-10-03
## 296 2001.783 24.209 2001-10-13 15:34:33 2001-10-13
## 297 2001.810 22.653 2001-10-23 12:58:19 2001-10-23
## 298 2001.837 26.002 2001-11-02 11:14:38 2001-11-02
## 299 2001.864 23.384 2001-11-12 08:38:24 2001-11-12
## 300 2001.891 20.948 2001-11-22 06:54:43 2001-11-22
## 301 2001.918 21.027 2001-12-02 04:18:28 2001-12-02
## 302 2001.946 21.930 2001-12-12 02:34:48 2001-12-12
## 303 2001.973 24.021 2001-12-21 23:58:33 2001-12-21
## 304 2002.000 24.842 2001-12-31 22:14:52 2001-12-31
## 305 2002.027 18.262 2002-01-10 19:38:38 2002-01-10
## 306 2002.054 19.437 2002-01-20 17:54:57 2002-01-20
## 307 2002.081 26.850 2002-01-30 15:18:43 2002-01-30
## 308 2002.108 29.728 2002-02-09 13:35:02 2002-02-09
## 309 2002.136 28.163 2002-02-19 10:58:48 2002-02-19
## 310 2002.163 23.377 2002-03-01 09:15:07 2002-03-01
## 311 2002.190 17.886 2002-03-11 06:38:52 2002-03-11
## 312 2002.217 20.958 2002-03-21 04:55:12 2002-03-21
## 313 2002.244 23.229 2002-03-31 02:18:57 2002-03-31
## 314 2002.271 29.337 2002-04-10 00:35:16 2002-04-10
## 315 2002.298 25.849 2002-04-19 21:59:02 2002-04-19
## 316 2002.326 25.445 2002-04-29 20:15:21 2002-04-29
## 317 2002.353 20.442 2002-05-09 17:39:07 2002-05-09
## 318 2002.380 23.053 2002-05-19 15:55:26 2002-05-19
## 319 2002.407 25.892 2002-05-29 13:19:11 2002-05-29
## 320 2002.434 26.055 2002-06-08 11:35:31 2002-06-08
## 321 2002.461 22.980 2002-06-18 08:59:16 2002-06-18
## 322 2002.488 26.399 2002-06-28 07:15:35 2002-06-28
## 323 2002.516 25.625 2002-07-08 04:39:21 2002-07-08
## 324 2002.543 26.132 2002-07-18 02:03:07 2002-07-18
## 325 2002.570 29.753 2002-07-28 00:19:26 2002-07-28
## 326 2002.597 33.154 2002-08-06 21:43:11 2002-08-06
## 327 2002.624 33.147 2002-08-16 19:59:31 2002-08-16
## 328 2002.651 26.555 2002-08-26 17:23:16 2002-08-26
## 329 2002.678 22.951 2002-09-05 15:39:35 2002-09-05
## 330 2002.706 25.199 2002-09-15 13:03:21 2002-09-15
## 331 2002.733 31.040 2002-09-25 11:19:40 2002-09-25
## 332 2002.760 29.237 2002-10-05 08:43:26 2002-10-05
## 333 2002.787 30.754 2002-10-15 06:59:45 2002-10-15
## 334 2002.814 31.080 2002-10-25 04:23:31 2002-10-25
## 335 2002.841 23.692 2002-11-04 02:39:50 2002-11-04
## 336 2002.869 25.621 2002-11-14 00:03:36 2002-11-14
## 337 2002.896 33.671 2002-11-23 22:19:55 2002-11-23
## 338 2002.923 30.318 2002-12-03 19:43:40 2002-12-03
## 339 2002.950 28.853 2002-12-13 18:00:00 2002-12-13
## 340 2002.977 26.970 2002-12-23 15:23:45 2002-12-23
## 341 2003.004 24.113 2003-01-02 13:40:04 2003-01-02
## 342 2003.031 23.798 2003-01-12 11:03:50 2003-01-12
## 343 2003.059 32.515 2003-01-22 09:20:09 2003-01-22
## 344 2003.086 34.928 2003-02-01 06:43:55 2003-02-01
## 345 2003.113 34.526 2003-02-11 05:00:14 2003-02-11
## 346 2003.140 23.710 2003-02-21 02:24:00 2003-02-21
## 347 2003.167 26.165 2003-03-03 00:40:19 2003-03-03
## 348 2003.194 28.678 2003-03-12 22:04:04 2003-03-12
## 349 2003.221 31.908 2003-03-22 19:27:50 2003-03-22
## 350 2003.249 32.651 2003-04-01 17:44:09 2003-04-01
## 351 2003.276 28.081 2003-04-11 15:07:55 2003-04-11
## 352 2003.303 26.508 2003-04-21 13:24:14 2003-04-21
## 353 2003.330 26.310 2003-05-01 10:47:59 2003-05-01
## 354 2003.357 26.516 2003-05-11 09:04:19 2003-05-11
## 355 2003.384 30.633 2003-05-21 06:28:04 2003-05-21
## 356 2003.411 31.851 2003-05-31 04:44:23 2003-05-31
## 357 2003.439 25.296 2003-06-10 02:08:09 2003-06-10
## 358 2003.466 25.593 2003-06-20 00:24:28 2003-06-20
## 359 2003.493 24.105 2003-06-29 21:48:14 2003-06-29
## 360 2003.520 26.122 2003-07-09 20:04:33 2003-07-09
## 361 2003.547 31.738 2003-07-19 17:28:19 2003-07-19
## 362 2003.574 31.294 2003-07-29 15:44:38 2003-07-29
## 363 2003.601 29.385 2003-08-08 13:08:23 2003-08-08
## 364 2003.629 23.233 2003-08-18 11:24:43 2003-08-18
## 365 2003.656 25.224 2003-08-28 08:48:28 2003-08-28
## 366 2003.683 31.667 2003-09-07 07:04:47 2003-09-07
## 367 2003.710 31.825 2003-09-17 04:28:33 2003-09-17
## 368 2003.737 30.326 2003-09-27 02:44:52 2003-09-27
## 369 2003.764 30.362 2003-10-07 00:08:38 2003-10-07
## 370 2003.792 26.229 2003-10-16 22:24:57 2003-10-16
## 371 2003.819 27.206 2003-10-26 19:48:43 2003-10-26
## 372 2003.846 27.779 2003-11-05 18:05:02 2003-11-05
## 373 2003.873 30.516 2003-11-15 15:28:48 2003-11-15
## 374 2003.927 30.318 2003-12-05 11:08:52 2003-12-05
## 375 2003.954 26.939 2003-12-15 08:32:38 2003-12-15
## 376 2003.982 25.179 2003-12-25 06:48:57 2003-12-25
## 377 2004.009 30.448 2004-01-04 04:25:14 2004-01-04
## 378 2004.036 36.011 2004-01-14 03:20:44 2004-01-14
## 379 2004.063 35.822 2004-01-24 01:23:31 2004-01-24
## 380 2004.090 31.936 2004-02-03 00:19:00 2004-02-03
## 381 2004.117 20.438 2004-02-12 22:21:47 2004-02-12
## 382 2004.145 31.004 2004-02-22 21:17:16 2004-02-22
## 383 2004.172 31.054 2004-03-03 19:20:03 2004-03-03
## 384 2004.199 34.182 2004-03-13 18:15:33 2004-03-13
## 385 2004.226 33.227 2004-03-23 16:18:20 2004-03-23
## 386 2004.253 31.335 2004-04-02 15:13:49 2004-04-02
## 387 2004.280 28.537 2004-04-12 13:16:36 2004-04-12
## 388 2004.307 34.477 2004-04-22 12:12:05 2004-04-22
## 389 2004.334 28.914 2004-05-02 10:14:52 2004-05-02
## 390 2004.362 30.894 2004-05-12 09:10:22 2004-05-12
## 391 2004.389 28.389 2004-05-22 07:13:09 2004-05-22
## 392 2004.416 27.405 2004-06-01 06:08:38 2004-06-01
## 393 2004.443 26.178 2004-06-11 04:11:25 2004-06-11
## 394 2004.470 29.340 2004-06-21 03:06:54 2004-06-21
## 395 2004.497 36.104 2004-07-01 01:09:41 2004-07-01
## 396 2004.525 36.805 2004-07-11 00:05:11 2004-07-11
## 397 2004.552 33.349 2004-07-20 22:07:58 2004-07-20
## 398 2004.579 29.085 2004-07-30 21:03:27 2004-07-30
## 399 2004.606 30.213 2004-08-09 19:06:14 2004-08-09
## 400 2004.633 31.944 2004-08-19 18:01:43 2004-08-19
## 401 2004.660 33.914 2004-08-29 16:04:30 2004-08-29
## 402 2004.687 38.795 2004-09-08 14:07:17 2004-09-08
## 403 2004.715 39.054 2004-09-18 13:02:47 2004-09-18
## 404 2004.742 29.323 2004-09-28 11:05:34 2004-09-28
## 405 2004.769 30.992 2004-10-08 10:01:03 2004-10-08
## 406 2004.796 30.720 2004-10-18 08:03:50 2004-10-18
## 407 2004.823 32.614 2004-10-28 06:59:19 2004-10-28
## 408 2004.850 35.760 2004-11-07 05:02:06 2004-11-07
## 409 2004.878 35.617 2004-11-17 03:57:36 2004-11-17
## 410 2004.905 29.439 2004-11-27 02:00:23 2004-11-27
## 411 2004.932 30.321 2004-12-07 00:55:52 2004-12-07
## 412 2004.959 33.447 2004-12-16 22:58:39 2004-12-16
## 413 2004.986 42.391 2004-12-26 21:54:08 2004-12-26
## 414 2005.013 36.016 2005-01-05 19:37:55 2005-01-05
## 415 2005.040 33.156 2005-01-15 17:54:14 2005-01-15
## 416 2005.068 33.256 2005-01-25 15:18:00 2005-01-25
## 417 2005.095 32.125 2005-02-04 13:34:19 2005-02-04
## 418 2005.122 34.871 2005-02-14 10:58:04 2005-02-14
## 419 2005.149 38.288 2005-02-24 09:14:23 2005-02-24
## 420 2005.176 43.796 2005-03-06 06:38:09 2005-03-06
## 421 2005.203 41.497 2005-03-16 04:54:28 2005-03-16
## 422 2005.230 29.760 2005-03-26 02:18:14 2005-03-26
## 423 2005.258 30.494 2005-04-05 00:34:33 2005-04-05
## 424 2005.285 39.011 2005-04-14 21:58:19 2005-04-14
## 425 2005.312 35.667 2005-04-24 20:14:38 2005-04-24
## 426 2005.339 37.437 2005-05-04 17:38:23 2005-05-04
## 427 2005.366 38.432 2005-05-14 15:54:43 2005-05-14
## 428 2005.393 35.057 2005-05-24 13:18:28 2005-05-24
## 429 2005.420 33.977 2005-06-03 10:42:14 2005-06-03
## 430 2005.448 35.846 2005-06-13 08:58:33 2005-06-13
## 431 2005.475 40.287 2005-06-23 06:22:19 2005-06-23
## 432 2005.502 40.270 2005-07-03 04:38:38 2005-07-03
## 433 2005.529 38.372 2005-07-13 02:02:24 2005-07-13
## 434 2005.556 33.976 2005-07-23 00:18:43 2005-07-23
## 435 2005.583 37.386 2005-08-01 21:42:28 2005-08-01
## 436 2005.611 34.531 2005-08-11 19:58:48 2005-08-11
## 437 2005.638 36.513 2005-08-21 17:22:33 2005-08-21
## 438 2005.665 40.327 2005-08-31 15:38:52 2005-08-31
## 439 2005.692 36.438 2005-09-10 13:02:38 2005-09-10
## 440 2005.773 36.750 2005-10-10 06:59:02 2005-10-10
## 441 2005.801 38.238 2005-10-20 04:22:48 2005-10-20
## 442 2005.828 38.673 2005-10-30 02:39:07 2005-10-30
## 443 2005.855 40.573 2005-11-09 00:02:52 2005-11-09
## 444 2005.882 39.607 2005-11-18 22:19:12 2005-11-18
## 445 2005.909 39.121 2005-11-28 19:42:57 2005-11-28
## 446 2005.936 38.252 2005-12-08 17:59:16 2005-12-08
## 447 2005.963 42.833 2005-12-18 15:23:02 2005-12-18
## 448 2005.991 42.022 2005-12-28 13:39:21 2005-12-28
## 449 2006.018 34.920 2006-01-07 11:03:07 2006-01-07
## 450 2006.045 33.051 2006-01-17 09:19:26 2006-01-17
## 451 2006.072 35.496 2006-01-27 06:43:11 2006-01-27
## 452 2006.099 37.377 2006-02-06 04:59:31 2006-02-06
## 453 2006.126 39.798 2006-02-16 02:23:16 2006-02-16
## 454 2006.153 39.271 2006-02-25 23:47:02 2006-02-25
## 455 2006.181 39.790 2006-03-07 22:03:21 2006-03-07
## 456 2006.208 31.129 2006-03-17 19:27:07 2006-03-17
## 457 2006.235 32.347 2006-03-27 17:43:26 2006-03-27
## 458 2006.262 37.190 2006-04-06 15:07:11 2006-04-06
## 459 2006.289 39.284 2006-04-16 13:23:31 2006-04-16
## 460 2006.316 36.098 2006-04-26 10:47:16 2006-04-26
## 461 2006.343 33.924 2006-05-06 09:03:35 2006-05-06
## 462 2006.371 36.485 2006-05-16 06:27:21 2006-05-16
## 463 2006.398 39.560 2006-05-26 04:43:40 2006-05-26
## 464 2006.425 37.747 2006-06-05 02:07:26 2006-06-05
## 465 2006.452 41.102 2006-06-15 00:23:45 2006-06-15
## 466 2006.479 42.660 2006-06-24 21:47:31 2006-06-24
## 467 2006.506 39.918 2006-07-04 20:03:50 2006-07-04
## 468 2006.534 37.245 2006-07-14 17:27:36 2006-07-14
## 469 2006.561 39.414 2006-07-24 15:43:55 2006-07-24
## 470 2006.588 42.133 2006-08-03 13:07:40 2006-08-03
## 471 2006.615 38.332 2006-08-13 11:24:00 2006-08-13
## 472 2006.642 39.661 2006-08-23 08:47:45 2006-08-23
## 473 2006.669 38.412 2006-09-02 07:04:04 2006-09-02
## 474 2006.696 37.625 2006-09-12 04:27:50 2006-09-12
## 475 2006.724 38.500 2006-09-22 02:44:09 2006-09-22
## 476 2006.751 40.421 2006-10-02 00:07:55 2006-10-02
## 477 2006.778 42.603 2006-10-11 22:24:14 2006-10-11
## 478 2006.805 42.843 2006-10-21 19:48:00 2006-10-21
## 479 2006.886 39.739 2006-11-20 12:51:50 2006-11-20
## 480 2006.914 37.942 2006-11-30 11:08:09 2006-11-30
## 481 2006.941 45.260 2006-12-10 08:31:55 2006-12-10
## 482 2006.968 42.091 2006-12-20 06:48:14 2006-12-20
## 483 2006.995 36.713 2006-12-30 04:11:59 2006-12-30
## 484 2007.022 33.873 2007-01-09 02:28:19 2007-01-09
## 485 2007.049 31.887 2007-01-18 23:52:04 2007-01-18
## 486 2007.076 39.598 2007-01-28 22:08:23 2007-01-28
## 487 2007.104 40.276 2007-02-07 19:32:09 2007-02-07
## 488 2007.131 38.291 2007-02-17 17:48:28 2007-02-17
## 489 2007.158 39.852 2007-02-27 15:12:14 2007-02-27
## 490 2007.185 33.755 2007-03-09 13:28:33 2007-03-09
## 491 2007.212 34.891 2007-03-19 10:52:19 2007-03-19
## 492 2007.239 40.301 2007-03-29 09:08:38 2007-03-29
## 493 2007.266 45.194 2007-04-08 06:32:23 2007-04-08
## 494 2007.294 41.928 2007-04-18 04:48:43 2007-04-18
## 495 2007.321 37.635 2007-04-28 02:12:28 2007-04-28
## 496 2007.348 31.741 2007-05-08 00:28:47 2007-05-08
## 497 2007.375 37.606 2007-05-17 21:52:33 2007-05-17
## 498 2007.402 41.650 2007-05-27 20:08:52 2007-05-27
## 499 2007.429 41.351 2007-06-06 17:32:38 2007-06-06
## 500 2007.457 39.923 2007-06-16 15:48:57 2007-06-16
## 501 2007.484 36.987 2007-06-26 13:12:43 2007-06-26
## 502 2007.511 34.240 2007-07-06 11:29:02 2007-07-06
## 503 2007.538 36.178 2007-07-16 08:52:48 2007-07-16
## 504 2007.565 37.813 2007-07-26 06:16:33 2007-07-26
## 505 2007.592 39.362 2007-08-05 04:32:52 2007-08-05
## 506 2007.619 39.872 2007-08-15 01:56:38 2007-08-15
## 507 2007.647 33.321 2007-08-25 00:12:57 2007-08-25
## 508 2007.674 30.456 2007-09-03 21:36:43 2007-09-03
## 509 2007.701 35.094 2007-09-13 19:53:02 2007-09-13
## 510 2007.728 39.917 2007-09-23 17:16:48 2007-09-23
## 511 2007.755 41.151 2007-10-03 15:33:07 2007-10-03
## 512 2007.782 38.395 2007-10-13 12:56:52 2007-10-13
## 513 2007.810 36.094 2007-10-23 11:13:12 2007-10-23
## 514 2007.837 34.622 2007-11-02 08:36:57 2007-11-02
## 515 2007.864 40.161 2007-11-12 06:53:16 2007-11-12
## 516 2007.891 45.064 2007-11-22 04:17:02 2007-11-22
## 517 2007.918 43.596 2007-12-02 02:33:21 2007-12-02
## 518 2007.945 41.739 2007-12-11 23:57:07 2007-12-11
## 519 2007.972 33.547 2007-12-21 22:13:26 2007-12-21
## 520 2007.999 33.442 2007-12-31 19:37:11 2007-12-31
## 521 2008.027 37.931 2008-01-10 18:31:58 2008-01-10
## 522 2008.054 43.468 2008-01-20 16:34:45 2008-01-20
## 523 2008.081 43.161 2008-01-30 15:30:14 2008-01-30
## 524 2008.108 35.051 2008-02-09 13:33:01 2008-02-09
## 525 2008.135 36.126 2008-02-19 12:28:30 2008-02-19
## 526 2008.162 34.481 2008-02-29 10:31:17 2008-02-29
## 527 2008.190 39.613 2008-03-10 09:26:47 2008-03-10
## 528 2008.217 42.747 2008-03-20 07:29:34 2008-03-20
## 529 2008.244 42.549 2008-03-30 06:25:03 2008-03-30
## 530 2008.271 39.433 2008-04-09 04:27:50 2008-04-09
## 531 2008.298 38.319 2008-04-19 02:30:37 2008-04-19
## 532 2008.325 34.752 2008-04-29 01:26:06 2008-04-29
## 533 2008.380 47.734 2008-05-18 22:24:23 2008-05-18
## 534 2008.407 47.018 2008-05-28 20:27:10 2008-05-28
## 535 2008.434 44.178 2008-06-07 19:22:39 2008-06-07
## 536 2008.461 42.586 2008-06-17 17:25:26 2008-06-17
## 537 2008.488 43.680 2008-06-27 16:20:55 2008-06-27
## 538 2008.515 44.524 2008-07-07 14:23:42 2008-07-07
## 539 2008.543 46.044 2008-07-17 13:19:12 2008-07-17
## 540 2008.570 44.467 2008-07-27 11:21:59 2008-07-27
## 541 2008.597 40.789 2008-08-06 10:17:28 2008-08-06
## 542 2008.624 40.058 2008-08-16 08:20:15 2008-08-16
## 543 2008.651 39.111 2008-08-26 07:15:44 2008-08-26
## 544 2008.678 41.943 2008-09-05 05:18:31 2008-09-05
## 545 2008.705 41.668 2008-09-15 04:14:00 2008-09-15
## 546 2008.733 43.518 2008-09-25 02:16:48 2008-09-25
## 547 2008.760 41.847 2008-10-05 01:12:17 2008-10-05
## 548 2008.787 39.684 2008-10-14 23:15:04 2008-10-14
## 549 2008.814 41.257 2008-10-24 22:10:33 2008-10-24
## 550 2008.841 43.062 2008-11-03 20:13:20 2008-11-03
## 551 2008.868 46.017 2008-11-13 19:08:49 2008-11-13
## 552 2008.895 43.723 2008-11-23 17:11:36 2008-11-23
## 553 2008.923 45.242 2008-12-03 16:07:06 2008-12-03
## 554 2008.950 40.793 2008-12-13 14:09:53 2008-12-13
## 555 2008.977 40.079 2008-12-23 13:05:22 2008-12-23
## 556 2009.004 41.273 2009-01-02 11:02:23 2009-01-02
## 557 2009.031 44.988 2009-01-12 08:26:09 2009-01-12
## 558 2009.058 46.683 2009-01-22 06:42:28 2009-01-22
## 559 2009.085 39.889 2009-02-01 04:06:14 2009-02-01
## 560 2009.113 36.979 2009-02-11 02:22:33 2009-02-11
## 561 2009.140 43.305 2009-02-20 23:46:19 2009-02-20
## 562 2009.167 46.849 2009-03-02 22:02:38 2009-03-02
## 563 2009.194 48.000 2009-03-12 19:26:23 2009-03-12
## 564 2009.221 47.918 2009-03-22 17:42:43 2009-03-22
## 565 2009.248 44.342 2009-04-01 15:06:28 2009-04-01
## 566 2009.275 41.895 2009-04-11 13:22:47 2009-04-11
## 567 2009.303 43.576 2009-04-21 10:46:33 2009-04-21
## 568 2009.330 47.313 2009-05-01 09:02:52 2009-05-01
## 569 2009.357 50.822 2009-05-11 06:26:38 2009-05-11
## 570 2009.384 45.042 2009-05-21 04:42:57 2009-05-21
## 571 2009.411 40.468 2009-05-31 02:06:43 2009-05-31
## 572 2009.438 43.004 2009-06-10 00:23:02 2009-06-10
## 573 2009.466 45.169 2009-06-19 21:46:48 2009-06-19
## 574 2009.493 45.717 2009-06-29 20:03:07 2009-06-29
## 575 2009.520 44.673 2009-07-09 17:26:52 2009-07-09
## 576 2009.547 45.338 2009-07-19 15:43:12 2009-07-19
## 577 2009.574 47.474 2009-07-29 13:06:57 2009-07-29
## 578 2009.601 42.083 2009-08-08 11:23:16 2009-08-08
## 579 2009.628 43.232 2009-08-18 08:47:02 2009-08-18
## 580 2009.656 49.038 2009-08-28 07:03:21 2009-08-28
## 581 2009.683 50.506 2009-09-07 04:27:07 2009-09-07
## 582 2009.710 50.855 2009-09-17 02:43:26 2009-09-17
## 583 2009.737 47.365 2009-09-27 00:07:12 2009-09-27
## 584 2009.764 45.544 2009-10-06 22:23:31 2009-10-06
## 585 2009.791 47.685 2009-10-16 19:47:16 2009-10-16
## 586 2009.818 52.336 2009-10-26 17:11:02 2009-10-26
## 587 2009.846 54.538 2009-11-05 15:27:21 2009-11-05
## 588 2009.873 48.978 2009-11-15 12:51:07 2009-11-15
## 589 2009.900 47.605 2009-11-25 11:07:26 2009-11-25
## 590 2009.927 45.401 2009-12-05 08:31:11 2009-12-05
## 591 2009.954 47.678 2009-12-15 06:47:31 2009-12-15
## 592 2009.981 53.142 2009-12-25 04:11:16 2009-12-25
## 593 2010.008 49.536 2010-01-04 02:27:35 2010-01-04
## 594 2010.036 46.686 2010-01-13 23:51:21 2010-01-13
## 595 2010.063 44.267 2010-01-23 22:07:40 2010-01-23
## 596 2010.090 40.904 2010-02-02 19:31:26 2010-02-02
## 597 2010.117 47.728 2010-02-12 17:47:45 2010-02-12
## 598 2010.144 53.985 2010-02-22 15:11:31 2010-02-22
## 599 2010.171 55.642 2010-03-04 13:27:50 2010-03-04
## 600 2010.198 46.863 2010-03-14 10:51:35 2010-03-14
## 601 2010.226 44.525 2010-03-24 09:07:55 2010-03-24
## 602 2010.253 45.186 2010-04-03 06:31:40 2010-04-03
## 603 2010.280 49.098 2010-04-13 04:47:59 2010-04-13
## 604 2010.307 51.312 2010-04-23 02:11:45 2010-04-23
## 605 2010.334 52.597 2010-05-03 00:28:04 2010-05-03
## 606 2010.361 47.776 2010-05-12 21:51:50 2010-05-12
## 607 2010.389 48.005 2010-05-22 20:08:09 2010-05-22
## 608 2010.416 47.149 2010-06-01 17:31:55 2010-06-01
## 609 2010.443 51.652 2010-06-11 15:48:14 2010-06-11
## 610 2010.470 54.458 2010-06-21 13:12:00 2010-06-21
## 611 2010.497 53.484 2010-07-01 10:35:45 2010-07-01
## 612 2010.524 48.093 2010-07-11 08:52:04 2010-07-11
## 613 2010.551 47.763 2010-07-21 06:15:50 2010-07-21
## 614 2010.579 47.145 2010-07-31 04:32:09 2010-07-31
## 615 2010.606 45.592 2010-08-10 01:55:55 2010-08-10
## 616 2010.633 51.782 2010-08-20 00:12:14 2010-08-20
## 617 2010.660 45.626 2010-08-29 21:36:00 2010-08-29
## 618 2010.687 43.728 2010-09-08 19:52:19 2010-09-08
## 619 2010.714 42.084 2010-09-18 17:16:04 2010-09-18
## 620 2010.742 41.268 2010-09-28 15:32:24 2010-09-28
## 621 2010.769 43.360 2010-10-08 12:56:09 2010-10-08
## 622 2010.796 50.165 2010-10-18 11:12:28 2010-10-18
## 623 2010.823 48.586 2010-10-28 08:36:14 2010-10-28
## 624 2010.850 44.281 2010-11-07 06:52:33 2010-11-07
## 625 2010.877 41.655 2010-11-17 04:16:19 2010-11-17
## 626 2010.904 39.390 2010-11-27 02:32:38 2010-11-27
## 627 2010.931 45.394 2010-12-06 23:56:23 2010-12-06
## 628 2010.959 46.572 2010-12-16 22:12:43 2010-12-16
## 629 2010.986 46.239 2010-12-26 19:36:28 2010-12-26
## 630 2011.013 43.566 2011-01-05 17:52:47 2011-01-05
## 631 2011.040 40.867 2011-01-15 15:16:33 2011-01-15
## 632 2011.067 40.210 2011-01-25 13:32:52 2011-01-25
## 633 2011.094 44.603 2011-02-04 10:56:38 2011-02-04
## 634 2011.122 47.179 2011-02-14 09:12:57 2011-02-14
## 635 2011.149 47.204 2011-02-24 06:36:43 2011-02-24
## 636 2011.176 41.495 2011-03-06 04:53:02 2011-03-06
## 637 2011.203 38.762 2011-03-16 02:16:47 2011-03-16
## 638 2011.230 39.638 2011-03-25 23:40:33 2011-03-25
## 639 2011.257 44.347 2011-04-04 21:56:52 2011-04-04
## 640 2011.284 45.565 2011-04-14 19:20:38 2011-04-14
## 641 2011.312 45.436 2011-04-24 17:36:57 2011-04-24
## 642 2011.339 39.950 2011-05-04 15:00:43 2011-05-04
## 643 2011.366 41.693 2011-05-14 13:17:02 2011-05-14
## 644 2011.393 43.279 2011-05-24 10:40:48 2011-05-24
## 645 2011.420 45.798 2011-06-03 08:57:07 2011-06-03
## 646 2011.447 50.622 2011-06-13 06:20:52 2011-06-13
## 647 2011.475 50.851 2011-06-23 04:37:12 2011-06-23
## 648 2011.502 45.232 2011-07-03 02:00:57 2011-07-03
## 649 2011.529 44.625 2011-07-13 00:17:16 2011-07-13
## 650 2011.556 46.036 2011-07-22 21:41:02 2011-07-22
## 651 2011.583 48.299 2011-08-01 19:57:21 2011-08-01
## 652 2011.610 54.525 2011-08-11 17:21:07 2011-08-11
## 653 2011.637 51.543 2011-08-21 15:37:26 2011-08-21
## 654 2011.665 48.207 2011-08-31 13:01:12 2011-08-31
## 655 2011.692 46.660 2011-09-10 11:17:31 2011-09-10
## 656 2011.719 46.284 2011-09-20 08:41:16 2011-09-20
## 657 2011.746 48.924 2011-09-30 06:57:36 2011-09-30
## 658 2011.773 53.569 2011-10-10 04:21:21 2011-10-10
## 659 2011.800 53.828 2011-10-20 02:37:40 2011-10-20
## 660 2011.827 46.806 2011-10-30 00:01:26 2011-10-30
## 661 2011.855 43.885 2011-11-08 22:17:45 2011-11-08
## 662 2011.882 44.402 2011-11-18 19:41:31 2011-11-18
## 663 2011.909 52.858 2011-11-28 17:57:50 2011-11-28
## 664 2011.936 53.230 2011-12-08 15:21:35 2011-12-08
## 665 2011.963 49.491 2011-12-18 12:45:21 2011-12-18
## 666 2011.990 48.917 2011-12-28 11:01:40 2011-12-28
## 667 2012.017 52.218 2012-01-07 08:50:29 2012-01-07
## 668 2012.045 52.830 2012-01-17 07:45:59 2012-01-17
## 669 2012.072 57.621 2012-01-27 05:48:46 2012-01-27
## 670 2012.099 56.729 2012-02-06 04:44:15 2012-02-06
## 671 2012.126 55.610 2012-02-16 02:47:02 2012-02-16
## 672 2012.153 51.437 2012-02-26 01:42:31 2012-02-26
## 673 2012.180 47.644 2012-03-06 23:45:18 2012-03-06
## 674 2012.207 52.460 2012-03-16 22:40:47 2012-03-16
## 675 2012.235 58.569 2012-03-26 20:43:35 2012-03-26
## 676 2012.262 55.433 2012-04-05 19:39:04 2012-04-05
## 677 2012.289 53.742 2012-04-15 17:41:51 2012-04-15
## 678 2012.316 52.022 2012-04-25 16:37:20 2012-04-25
## 679 2012.343 51.481 2012-05-05 14:40:07 2012-05-05
## 680 2012.370 55.351 2012-05-15 13:35:36 2012-05-15
## 681 2012.398 55.965 2012-05-25 11:38:24 2012-05-25
## 682 2012.425 57.505 2012-06-04 10:33:53 2012-06-04
## 683 2012.452 60.105 2012-06-14 08:36:40 2012-06-14
## 684 2012.479 53.691 2012-06-24 07:32:09 2012-06-24
## 685 2012.506 54.763 2012-07-04 05:34:56 2012-07-04
## 686 2012.533 61.523 2012-07-14 04:30:25 2012-07-14
## 687 2012.560 64.028 2012-07-24 02:33:12 2012-07-24
## 688 2012.588 62.152 2012-08-03 01:28:42 2012-08-03
## 689 2012.615 60.067 2012-08-12 23:31:29 2012-08-12
## 690 2012.642 52.440 2012-08-22 22:26:58 2012-08-22
## 691 2012.669 56.456 2012-09-01 20:29:45 2012-09-01
## 692 2012.696 57.824 2012-09-11 18:32:32 2012-09-11
## 693 2012.723 64.698 2012-09-21 17:28:01 2012-09-21
## 694 2012.750 63.328 2012-10-01 15:30:48 2012-10-01
## 695 2012.778 60.217 2012-10-11 14:26:18 2012-10-11
## 696 2012.805 56.444 2012-10-21 12:29:05 2012-10-21
## 697 2012.832 57.525 2012-10-31 11:24:34 2012-10-31
## 698 2012.859 59.318 2012-11-10 09:27:21 2012-11-10
## 699 2012.886 63.006 2012-11-20 08:22:50 2012-11-20
## 700 2012.913 63.669 2012-11-30 06:25:37 2012-11-30
## 701 2012.940 61.746 2012-12-10 05:21:07 2012-12-10
## 702 2012.968 58.504 2012-12-20 03:23:54 2012-12-20
## 703 2012.995 61.747 2012-12-30 02:19:23 2012-12-30
## 704 2013.022 61.889 2013-01-08 23:50:38 2013-01-08
## 705 2013.049 64.321 2013-01-18 22:06:57 2013-01-18
## 706 2013.076 63.984 2013-01-28 19:30:43 2013-01-28
## 707 2013.103 61.167 2013-02-07 17:47:02 2013-02-07
## 708 2013.130 58.161 2013-02-17 15:10:47 2013-02-17
## 709 2013.158 57.881 2013-02-27 13:27:07 2013-02-27
## 710 2013.185 63.789 2013-03-09 10:50:52 2013-03-09
## 711 2013.212 66.444 2013-03-19 09:07:11 2013-03-19
## 712 2013.266 59.101 2013-04-08 04:47:16 2013-04-08
## 713 2013.293 55.347 2013-04-18 02:11:02 2013-04-18
## 714 2013.321 58.031 2013-04-28 00:27:21 2013-04-28
## 715 2013.348 61.661 2013-05-07 21:51:07 2013-05-07
## 716 2013.375 61.204 2013-05-17 20:07:26 2013-05-17
## 717 2013.402 58.914 2013-05-27 17:31:12 2013-05-27
## 718 2013.429 57.773 2013-06-06 14:54:57 2013-06-06
## 719 2013.456 54.929 2013-06-16 13:11:16 2013-06-16
## 720 2013.483 58.137 2013-06-26 10:35:02 2013-06-26
## 721 2013.511 60.037 2013-07-06 08:51:21 2013-07-06
## 722 2013.538 61.383 2013-07-16 06:15:07 2013-07-16
## 723 2013.565 62.414 2013-07-26 04:31:26 2013-07-26
## 724 2013.592 59.185 2013-08-05 01:55:12 2013-08-05
## 725 2013.619 52.117 2013-08-15 00:11:31 2013-08-15
## 726 2013.646 55.342 2013-08-24 21:35:16 2013-08-24
## 727 2013.674 60.026 2013-09-03 19:51:36 2013-09-03
## 728 2013.728 60.224 2013-09-23 15:31:40 2013-09-23
## 729 2013.755 55.307 2013-10-03 12:55:26 2013-10-03
## 730 2013.782 54.657 2013-10-13 11:11:45 2013-10-13
## 731 2013.809 61.335 2013-10-23 08:35:31 2013-10-23
## 732 2013.836 61.503 2013-11-02 06:51:50 2013-11-02
## 733 2013.863 62.432 2013-11-12 04:15:35 2013-11-12
## 734 2013.891 63.435 2013-11-22 02:31:55 2013-11-22
## 735 2013.918 60.160 2013-12-01 23:55:40 2013-12-01
## 736 2013.945 54.927 2013-12-11 22:11:59 2013-12-11
## 737 2013.972 58.974 2013-12-21 19:35:45 2013-12-21
## 738 2013.999 62.804 2013-12-31 17:52:04 2013-12-31
## 739 2014.026 64.102 2014-01-10 15:15:50 2014-01-10
## 740 2014.054 62.125 2014-01-20 13:32:09 2014-01-20
## 741 2014.081 57.643 2014-01-30 10:55:55 2014-01-30
## 742 2014.108 60.502 2014-02-09 09:12:14 2014-02-09
## 743 2014.135 63.246 2014-02-19 06:35:59 2014-02-19
## 744 2014.162 66.032 2014-03-01 03:59:45 2014-03-01
## 745 2014.189 67.625 2014-03-11 02:16:04 2014-03-11
## 746 2014.216 62.877 2014-03-20 23:39:50 2014-03-20
## 747 2014.244 60.226 2014-03-30 21:56:09 2014-03-30
## 748 2014.271 59.537 2014-04-09 19:19:55 2014-04-09
## 749 2014.298 61.906 2014-04-19 17:36:14 2014-04-19
## 750 2014.325 62.087 2014-04-29 15:00:00 2014-04-29
## 751 2014.352 61.978 2014-05-09 13:16:19 2014-05-09
## 752 2014.379 60.466 2014-05-19 10:40:04 2014-05-19
## 753 2014.407 60.794 2014-05-29 08:56:24 2014-05-29
## 754 2014.434 59.102 2014-06-08 06:20:09 2014-06-08
## 755 2014.461 60.625 2014-06-18 04:36:28 2014-06-18
## 756 2014.488 68.003 2014-06-28 02:00:14 2014-06-28
## 757 2014.515 67.494 2014-07-08 00:16:33 2014-07-08
## 758 2014.542 65.445 2014-07-17 21:40:19 2014-07-17
## 759 2014.569 60.460 2014-07-27 19:56:38 2014-07-27
## 760 2014.597 61.535 2014-08-06 17:20:24 2014-08-06
## 761 2014.624 66.421 2014-08-16 15:36:43 2014-08-16
## 762 2014.651 70.177 2014-08-26 13:00:28 2014-08-26
## 763 2014.678 67.697 2014-09-05 11:16:48 2014-09-05
## 764 2014.705 65.864 2014-09-15 08:40:33 2014-09-15
## 765 2014.732 58.023 2014-09-25 06:56:52 2014-09-25
## 766 2014.759 60.736 2014-10-05 04:20:38 2014-10-05
## 767 2014.787 67.344 2014-10-15 02:36:57 2014-10-15
## 768 2014.814 68.780 2014-10-25 00:00:43 2014-10-25
## 769 2014.841 65.301 2014-11-03 22:17:02 2014-11-03
## 770 2014.868 65.015 2014-11-13 19:40:47 2014-11-13
## 771 2014.895 59.381 2014-11-23 17:04:33 2014-11-23
## 772 2014.922 61.591 2014-12-03 15:20:52 2014-12-03
## 773 2014.949 70.723 2014-12-13 12:44:38 2014-12-13
## 774 2014.977 70.522 2014-12-23 11:00:57 2014-12-23
## 775 2015.004 66.662 2015-01-02 08:24:43 2015-01-02
## 776 2015.031 64.804 2015-01-12 06:41:02 2015-01-12
## 777 2015.058 62.115 2015-01-22 04:04:47 2015-01-22
## 778 2015.085 68.589 2015-02-01 02:21:07 2015-02-01
## 779 2015.112 69.745 2015-02-10 23:44:52 2015-02-10
## 780 2015.139 75.007 2015-02-20 22:01:12 2015-02-202 Sea level at Brest (FR) since the 18th century
Data from :
WOODWORTH, P. L., POUVREAU, N. and WÖPPELMANN, G., 2010, The gyre-scale circulation of the North Atlantic and sea level at Brest. Ocean Science. 8 February 2010. Vol. 6, n° 1, p. 185–190. DOI 10.5194/os-6-185-2010.
And also available at the Permanent Service for Mean Sea Level
Years from the beginning of the 18th century must be used with caution
brest <- read.table("http://www.psmsl.org/data/longrecords/BrMHW_diurnalresidue.txt", header = FALSE)
colnames(brest) <- c("year", "msl", "days")
# Brest plot
ggplot(brest, aes(year, msl)) +
geom_point(color = "red", size = 1) +
stat_smooth(span = 0.2, color = "grey") +
xlab("Year") +
ylab(expression(paste(Delta, " Annual mean of residual High Water (cm)"))) +
ggtitle("Quasi Mean Sea Level at Brest (FR)") +
theme_bw()## geom_smooth: method="auto" and size of largest group is <1000, so using loess. Use 'method = x' to change the smoothing method.
brest## year msl days
## 1 1711 -18.51 198
## 2 1712 -16.89 340
## 3 1714 -26.58 315
## 4 1715 -23.99 363
## 5 1716 -31.81 272
## 6 1758 -19.51 361
## 7 1759 -25.36 363
## 8 1760 -22.06 352
## 9 1761 -23.01 359
## 10 1762 -21.84 333
## 11 1763 -15.96 322
## 12 1764 -22.84 366
## 13 1765 -21.98 365
## 14 1766 -22.83 364
## 15 1767 -20.92 365
## 16 1768 -20.07 365
## 17 1769 -23.45 365
## 18 1770 -29.08 365
## 19 1771 -25.28 365
## 20 1772 -17.35 354
## 21 1773 -24.74 365
## 22 1774 -23.55 364
## 23 1775 -25.61 365
## 24 1776 -24.54 366
## 25 1777 -22.65 360
## 26 1778 -24.58 334
## 27 1779 -27.48 364
## 28 1780 -25.79 366
## 29 1781 -24.60 362
## 30 1782 -21.09 365
## 31 1783 -18.11 363
## 32 1784 -22.14 366
## 33 1785 -22.10 364
## 34 1786 -20.31 365
## 35 1787 -20.30 364
## 36 1788 -22.33 365
## 37 1789 -20.47 360
## 38 1790 -23.43 359
## 39 1807 -10.66 353
## 40 1808 -20.30 353
## 41 1809 -12.39 351
## 42 1810 -12.26 351
## 43 1811 -9.48 352
## 44 1812 -10.47 363
## 45 1813 -15.65 358
## 46 1814 -13.36 362
## 47 1815 -13.93 364
## 48 1816 -9.98 363
## 49 1817 -12.54 364
## 50 1818 -10.07 365
## 51 1819 -12.52 364
## 52 1820 -15.31 363
## 53 1821 -9.67 364
## 54 1822 -13.32 361
## 55 1823 -14.41 360
## 56 1824 -14.94 361
## 57 1825 -18.50 365
## 58 1826 -18.93 363
## 59 1827 -20.05 364
## 60 1828 -12.79 366
## 61 1829 -16.03 365
## 62 1830 -18.09 360
## 63 1831 -12.71 358
## 64 1832 -21.77 363
## 65 1833 -17.92 361
## 66 1834 -19.97 362
## 67 1835 -19.07 365
## 68 1846 -12.48 362
## 69 1847 -14.92 365
## 70 1848 -10.87 366
## 71 1849 -12.52 365
## 72 1850 -16.04 365
## 73 1851 -16.87 365
## 74 1852 -9.20 366
## 75 1853 -10.73 365
## 76 1854 -18.65 365
## 77 1855 -14.32 365
## 78 1856 -9.69 366
## 79 1860 -9.03 305
## 80 1861 -13.05 353
## 81 1862 -12.85 348
## 82 1863 -17.05 243
## 83 1864 -13.12 306
## 84 1865 -11.65 365
## 85 1866 -10.95 365
## 86 1867 -13.85 344
## 87 1868 -15.34 349
## 88 1869 -15.59 365
## 89 1870 -17.92 365
## 90 1871 -15.82 365
## 91 1872 -9.16 357
## 92 1873 -13.09 365
## 93 1874 -17.90 354
## 94 1875 -13.51 365
## 95 1876 -8.95 366
## 96 1877 -8.48 334
## 97 1878 -9.45 333
## 98 1879 -9.06 365
## 99 1880 -11.77 366
## 100 1881 -9.08 365
## 101 1882 -10.11 365
## 102 1883 -10.84 365
## 103 1884 -12.75 366
## 104 1885 -10.53 365
## 105 1886 -7.99 365
## 106 1887 -15.23 365
## 107 1888 -13.23 366
## 108 1889 -17.47 365
## 109 1890 -18.61 365
## 110 1891 -16.65 338
## 111 1892 -14.95 366
## 112 1893 -14.90 365
## 113 1894 -16.04 365
## 114 1895 -11.75 365
## 115 1896 -18.74 366
## 116 1897 -13.99 364
## 117 1898 -17.21 365
## 118 1899 -13.64 365
## 119 1900 -14.31 365
## 120 1901 -16.10 365
## 121 1902 -16.01 365
## 122 1903 -10.58 365
## 123 1904 -14.05 366
## 124 1905 -15.54 365
## 125 1906 -17.52 365
## 126 1907 -16.41 335
## 127 1908 -16.17 366
## 128 1909 -14.17 365
## 129 1910 -9.28 352
## 130 1911 -11.44 359
## 131 1912 -5.06 366
## 132 1913 -3.09 365
## 133 1914 -2.88 365
## 134 1915 -6.27 365
## 135 1916 -3.93 366
## 136 1917 -12.64 333
## 137 1918 -10.07 365
## 138 1919 -13.58 365
## 139 1920 -9.72 363
## 140 1921 -15.52 365
## 141 1922 -13.56 359
## 142 1923 -15.35 356
## 143 1924 -8.34 366
## 144 1925 -10.14 365
## 145 1926 -8.81 365
## 146 1927 -7.18 365
## 147 1928 -7.54 366
## 148 1929 -14.35 365
## 149 1930 -5.68 365
## 150 1931 -8.42 365
## 151 1932 -7.92 366
## 152 1933 -9.24 365
## 153 1934 -11.84 365
## 154 1935 -9.87 365
## 155 1936 -4.10 366
## 156 1937 -5.36 304
## 157 1938 -12.40 361
## 158 1939 -6.98 365
## 159 1940 -6.10 358
## 160 1941 -4.92 365
## 161 1942 -5.18 365
## 162 1943 -3.95 365
## 163 1953 -10.57 365
## 164 1954 -8.43 365
## 165 1955 -5.53 365
## 166 1956 -13.31 366
## 167 1957 -9.30 365
## 168 1958 -6.53 365
## 169 1959 -6.35 365
## 170 1960 -1.04 366
## 171 1961 -2.58 365
## 172 1962 -6.96 365
## 173 1963 -4.41 365
## 174 1964 -10.49 366
## 175 1965 -2.66 365
## 176 1966 2.49 365
## 177 1967 -3.24 365
## 178 1968 0.64 366
## 179 1969 -0.82 365
## 180 1970 -5.84 365
## 181 1971 -7.34 365
## 182 1972 -4.90 366
## 183 1973 -9.35 365
## 184 1974 -5.18 365
## 185 1975 -10.63 365
## 186 1976 -7.15 366
## 187 1977 -2.69 365
## 188 1978 -4.84 365
## 189 1979 -4.38 365
## 190 1980 -6.07 317
## 191 1981 -3.50 357
## 192 1982 -4.12 325
## 193 1983 -1.96 365
## 194 1984 -2.75 366
## 195 1985 -0.98 365
## 196 1986 -5.16 365
## 197 1987 -1.68 365
## 198 1988 -0.68 366
## 199 1989 0.79 365
## 200 1990 -1.28 365
## 201 1991 -2.95 365
## 202 1992 -0.79 366
## 203 1993 0.85 356
## 204 1994 3.68 365
## 205 1995 2.81 365
## 206 1996 1.68 366
## 207 1997 3.03 365
## 208 1998 1.76 365
## 209 1999 1.45 365
## 210 2000 4.52 361
## 211 2001 3.00 365
## 212 2002 4.95 365
## 213 2003 4.02 365
## 214 2004 2.66 366
## 215 2005 -1.71 365
## 216 2006 2.62 365
## 217 2007 1.23 365
## 218 2008 3.59 350