Transform response variable prior to fitting GAM
Usage
anlz_trans(moddat, trans = c("log10", "ident"))Arguments
- moddat
input raw data, one station and paramater
- trans
chr string indicating desired type of transformation, one of
log10orident(no transformation)
See also
Other analyze:
anlz_sumtrndseason(),
anlz_trndseason()
Examples
library(dplyr)
tomod <- rawdat %>%
filter(station %in% 34) %>%
filter(param %in% 'chl')
anlz_trans(tomod, trans = 'log10')
#> date station param value doy cont_year yr mo trans
#> 1 1991-02-12 34 chl 0.44195684 43 1991.115 1991 Feb log10
#> 2 1992-02-27 34 chl 0.48666657 58 1992.156 1992 Feb log10
#> 3 1992-03-12 34 chl 0.39211047 72 1992.194 1992 Mar log10
#> 4 1992-03-23 34 chl 0.61978876 83 1992.224 1992 Mar log10
#> 5 1992-04-01 34 chl 0.76092485 92 1992.249 1992 Apr log10
#> 6 1992-04-08 34 chl 1.08398013 99 1992.268 1992 Apr log10
#> 7 1992-04-14 34 chl 0.99122608 105 1992.284 1992 Apr log10
#> 8 1992-04-17 34 chl 0.89762709 108 1992.292 1992 Apr log10
#> 9 1992-04-22 34 chl 0.54818461 113 1992.306 1992 Apr log10
#> 10 1992-05-01 34 chl 0.57595719 122 1992.331 1992 May log10
#> 11 1992-05-07 34 chl 0.65959931 128 1992.347 1992 May log10
#> 12 1992-05-12 34 chl 0.52287875 133 1992.361 1992 May log10
#> 13 1992-05-19 34 chl 0.73239376 140 1992.380 1992 May log10
#> 14 1992-06-16 34 chl 0.80843605 168 1992.456 1992 Jun log10
#> 15 1992-06-23 34 chl 0.47226875 175 1992.475 1992 Jun log10
#> 16 1992-06-29 34 chl 0.56030524 181 1992.492 1992 Jun log10
#> 17 1992-07-09 34 chl 0.44195684 191 1992.519 1992 Jul log10
#> 18 1992-07-20 34 chl 0.66275783 202 1992.549 1992 Jul log10
#> 19 1992-07-23 34 chl 0.63346846 205 1992.557 1992 Jul log10
#> 20 1992-07-28 34 chl 1.00288569 210 1992.571 1992 Jul log10
#> 21 1992-08-18 34 chl 0.70185569 231 1992.628 1992 Aug log10
#> 22 1992-08-26 34 chl 0.87118361 239 1992.650 1992 Aug log10
#> 23 1992-09-03 34 chl 0.70472233 247 1992.672 1992 Sep log10
#> 24 1992-09-29 34 chl 0.40369234 273 1992.743 1992 Sep log10
#> 25 1992-11-03 34 chl 0.27106677 308 1992.839 1992 Nov log10
#> 26 1992-12-03 34 chl 0.23888209 338 1992.921 1992 Dec log10
#> 27 1993-01-26 34 chl 0.27106677 26 1993.068 1993 Jan log10
#> 28 1993-02-16 34 chl 0.41497335 47 1993.126 1993 Feb log10
#> 29 1993-02-24 34 chl 0.50514998 55 1993.148 1993 Feb log10
#> 30 1993-03-11 34 chl 1.13140478 70 1993.189 1993 Mar log10
#> 31 1993-03-18 34 chl 1.39445168 77 1993.208 1993 Mar log10
#> 32 1993-03-25 34 chl 1.78199459 84 1993.227 1993 Mar log10
#> 33 1993-03-30 34 chl 1.56781029 89 1993.241 1993 Mar log10
#> 34 1993-04-06 34 chl 1.34570039 96 1993.260 1993 Apr log10
#> 35 1993-04-15 34 chl 0.91907809 105 1993.285 1993 Apr log10
#> 36 1993-04-22 34 chl 1.10494211 112 1993.304 1993 Apr log10
#> 37 1993-04-30 34 chl 0.54818461 120 1993.326 1993 Apr log10
#> 38 1993-05-12 34 chl 0.39794001 132 1993.359 1993 May log10
#> 39 1993-06-14 34 chl 0.51410482 165 1993.449 1993 Jun log10
#> 40 1993-09-08 34 chl 0.30103000 251 1993.685 1993 Sep log10
#> 41 1993-11-09 34 chl 0.39794001 313 1993.855 1993 Nov log10
#> 42 1993-12-08 34 chl 0.20411998 342 1993.934 1993 Dec log10
#> 43 1994-01-19 34 chl 0.11394335 19 1994.049 1994 Jan log10
#> 44 1994-02-02 34 chl 0.20411998 33 1994.088 1994 Feb log10
#> 45 1994-02-17 34 chl 0.30103000 48 1994.129 1994 Feb log10
#> 46 1994-02-25 34 chl 1.17609126 56 1994.151 1994 Feb log10
#> 47 1994-03-04 34 chl 1.41329976 63 1994.170 1994 Mar log10
#> 48 1994-03-16 34 chl 1.55870857 75 1994.203 1994 Mar log10
#> 49 1994-03-29 34 chl 1.37474835 88 1994.238 1994 Mar log10
#> 50 1994-04-05 34 chl 0.83250891 95 1994.258 1994 Apr log10
#> 51 1994-04-12 34 chl 0.58357659 102 1994.277 1994 Apr log10
#> 52 1994-04-15 34 chl 0.69019608 105 1994.285 1994 Apr log10
#> 53 1994-04-19 34 chl 0.93449845 109 1994.296 1994 Apr log10
#> 54 1994-04-27 34 chl 0.82390874 117 1994.318 1994 Apr log10
#> 55 1994-05-04 34 chl 0.84509804 124 1994.337 1994 May log10
#> 56 1994-05-17 34 chl 0.56820172 137 1994.373 1994 May log10
#> 57 1994-06-15 34 chl 0.87698718 166 1994.452 1994 Jun log10
#> 58 1994-07-28 34 chl 0.61978876 209 1994.570 1994 Jul log10
#> 59 1994-08-18 34 chl 0.50060235 230 1994.627 1994 Aug log10
#> 60 1994-08-30 34 chl 0.72699873 242 1994.660 1994 Aug log10
#> 61 1994-09-27 34 chl 0.78055732 270 1994.737 1994 Sep log10
#> 62 1994-10-26 34 chl 0.59106461 299 1994.816 1994 Oct log10
#> 63 1994-11-29 34 chl 0.32221929 333 1994.910 1994 Nov log10
#> 64 1995-01-18 34 chl 0.25527251 18 1995.047 1995 Jan log10
#> 65 1995-01-24 34 chl 0.38021124 24 1995.063 1995 Jan log10
#> 66 1995-02-07 34 chl 0.36797679 38 1995.101 1995 Feb log10
#> 67 1995-02-15 34 chl 1.00575233 46 1995.123 1995 Feb log10
#> 68 1995-03-07 34 chl 1.53655844 66 1995.178 1995 Mar log10
#> 69 1995-03-16 34 chl 1.31104712 75 1995.203 1995 Mar log10
#> 70 1995-03-23 34 chl 1.26717173 82 1995.222 1995 Mar log10
#> 71 1995-03-30 34 chl 1.48572143 89 1995.241 1995 Mar log10
#> 72 1995-04-04 34 chl 0.99270076 94 1995.255 1995 Apr log10
#> 73 1995-04-07 34 chl 0.98227123 97 1995.263 1995 Apr log10
#> 74 1995-04-11 34 chl 1.33912005 101 1995.274 1995 Apr log10
#> 75 1995-04-19 34 chl 1.16435286 109 1995.296 1995 Apr log10
#> 76 1995-04-24 34 chl 1.20682588 114 1995.310 1995 Apr log10
#> 77 1995-05-02 34 chl 0.60923858 122 1995.332 1995 May log10
#> 78 1995-05-09 34 chl 0.45229767 129 1995.351 1995 May log10
#> 79 1995-05-16 34 chl 0.29373076 136 1995.370 1995 May log10
#> 80 1995-06-13 34 chl 0.84509804 164 1995.447 1995 Jun log10
#> 81 1995-07-18 34 chl 0.11394335 199 1995.542 1995 Jul log10
#> 82 1995-08-16 34 chl 0.25527251 228 1995.622 1995 Aug log10
#> 83 1995-09-21 34 chl 0.55630250 264 1995.721 1995 Sep log10
#> 84 1995-10-25 34 chl 0.71877840 298 1995.814 1995 Oct log10
#> 85 1996-02-01 34 chl 0.00000000 32 1996.085 1996 Feb log10
#> 86 1996-02-13 34 chl 0.52287875 44 1996.117 1996 Feb log10
#> 87 1996-02-21 34 chl 0.20411998 52 1996.139 1996 Feb log10
#> 88 1996-03-01 34 chl 0.22184875 61 1996.164 1996 Mar log10
#> 89 1996-03-06 34 chl 0.38021124 66 1996.178 1996 Mar log10
#> 90 1996-03-14 34 chl 0.33579210 74 1996.199 1996 Mar log10
#> 91 1996-03-26 34 chl 0.93111871 86 1996.232 1996 Mar log10
#> 92 1996-04-03 34 chl 1.29225607 94 1996.254 1996 Apr log10
#> 93 1996-04-18 34 chl 1.44560420 109 1996.295 1996 Apr log10
#> 94 1996-04-23 34 chl 1.38441316 114 1996.309 1996 Apr log10
#> 95 1996-05-01 34 chl 1.30820858 122 1996.331 1996 May log10
#> 96 1996-05-09 34 chl 0.92941893 130 1996.352 1996 May log10
#> 97 1996-06-12 34 chl 1.36859676 164 1996.445 1996 Jun log10
#> 98 1996-07-17 34 chl 0.59106461 199 1996.541 1996 Jul log10
#> 99 1996-08-13 34 chl 1.21129857 226 1996.615 1996 Aug log10
#> 100 1996-09-11 34 chl 1.08038595 255 1996.694 1996 Sep log10
#> 101 1996-10-16 34 chl 0.74559522 290 1996.790 1996 Oct log10
#> 102 1996-12-17 34 chl 0.16633142 352 1996.959 1996 Dec log10
#> 103 1997-01-13 34 chl 0.04139269 13 1997.033 1997 Jan log10
#> 104 1997-01-28 34 chl 0.47226875 28 1997.074 1997 Jan log10
#> 105 1997-02-14 34 chl 0.68424675 45 1997.121 1997 Feb log10
#> 106 1997-02-19 34 chl 1.19865709 50 1997.134 1997 Feb log10
#> 107 1997-02-26 34 chl 1.71152604 57 1997.153 1997 Feb log10
#> 108 1997-03-06 34 chl 1.43985879 65 1997.175 1997 Mar log10
#> 109 1997-03-11 34 chl 1.45585957 70 1997.189 1997 Mar log10
#> 110 1997-03-17 34 chl 1.24303805 76 1997.205 1997 Mar log10
#> 111 1997-03-25 34 chl 1.58920467 84 1997.227 1997 Mar log10
#> 112 1997-04-01 34 chl 1.26560388 91 1997.247 1997 Apr log10
#> 113 1997-04-10 34 chl 1.12276182 100 1997.271 1997 Apr log10
#> 114 1997-04-22 34 chl 1.55145000 112 1997.304 1997 Apr log10
#> 115 1997-04-30 34 chl 1.40483372 120 1997.326 1997 Apr log10
#> 116 1997-05-14 34 chl 0.50965048 134 1997.364 1997 May log10
#> 117 1997-06-10 34 chl 0.30103000 161 1997.438 1997 Jun log10
#> 118 1997-07-15 34 chl 0.59106461 196 1997.534 1997 Jul log10
#> 119 1997-08-05 34 chl 0.84716120 217 1997.592 1997 Aug log10
#> 120 1997-09-09 34 chl 0.86727102 252 1997.688 1997 Sep log10
#> 121 1997-10-07 34 chl 0.49136169 280 1997.764 1997 Oct log10
#> 122 1998-01-20 34 chl 0.54818461 20 1998.052 1998 Jan log10
#> 123 1998-02-11 34 chl 0.24715461 42 1998.112 1998 Feb log10
#> 124 1998-02-19 34 chl 0.34895355 50 1998.134 1998 Feb log10
#> 125 1998-02-26 34 chl 0.00000000 57 1998.153 1998 Feb log10
#> 126 1998-03-05 34 chl 1.23971647 64 1998.173 1998 Mar log10
#> 127 1998-03-12 34 chl 2.11215797 71 1998.192 1998 Mar log10
#> 128 1998-03-27 34 chl 1.89707700 86 1998.233 1998 Mar log10
#> 129 1998-04-02 34 chl 2.05205235 92 1998.249 1998 Apr log10
#> 130 1998-04-09 34 chl 1.91399036 99 1998.268 1998 Apr log10
#> 131 1998-04-14 34 chl 2.19938946 104 1998.282 1998 Apr log10
#> 132 1998-04-21 34 chl 1.23888209 111 1998.301 1998 Apr log10
#> 133 1998-04-28 34 chl 1.43456890 118 1998.321 1998 Apr log10
#> 134 1998-05-05 34 chl 1.17897695 125 1998.340 1998 May log10
#> 135 1998-05-14 34 chl 0.71039947 134 1998.364 1998 May log10
#> 136 1998-05-19 34 chl 0.52720012 139 1998.378 1998 May log10
#> 137 1998-06-02 34 chl 0.37413709 153 1998.416 1998 Jun log10
#> 138 1998-07-21 34 chl 1.08872656 202 1998.551 1998 Jul log10
#> 139 1998-08-11 34 chl 0.78532984 223 1998.608 1998 Aug log10
#> 140 1998-09-01 34 chl 0.64998354 244 1998.666 1998 Sep log10
#> 141 1998-11-10 34 chl 0.44715803 314 1998.858 1998 Nov log10
#> 142 1999-02-10 34 chl 0.52287875 41 1999.110 1999 Feb log10
#> 143 1999-02-23 34 chl 0.55226252 54 1999.145 1999 Feb log10
#> 144 1999-03-09 34 chl 1.24633442 68 1999.184 1999 Mar log10
#> 145 1999-03-24 34 chl 1.95133752 83 1999.225 1999 Mar log10
#> 146 1999-04-06 34 chl 1.40654018 96 1999.260 1999 Apr log10
#> 147 1999-06-07 34 chl 0.61630043 158 1999.430 1999 Jun log10
#> 148 1999-08-19 34 chl 0.69897000 231 1999.630 1999 Aug log10
#> 149 1999-09-17 34 chl 0.83884909 260 1999.710 1999 Sep log10
#> 150 1999-10-21 34 chl 0.87506126 294 1999.803 1999 Oct log10
#> 151 1999-11-11 34 chl 0.39211047 315 1999.860 1999 Nov log10
#> 152 1999-12-16 34 chl 0.43136376 350 1999.956 1999 Dec log10
#> 153 2000-01-13 34 chl 0.67209786 13 2000.033 2000 Jan log10
#> 154 2000-02-10 34 chl 0.76092485 41 2000.109 2000 Feb log10
#> 155 2000-03-09 34 chl 0.49600660 69 2000.186 2000 Mar log10
#> 156 2000-03-21 34 chl 1.11171047 81 2000.219 2000 Mar log10
#> 157 2000-03-29 34 chl 1.47663844 89 2000.240 2000 Mar log10
#> 158 2000-04-06 34 chl 1.74455374 97 2000.262 2000 Apr log10
#> 159 2000-04-26 34 chl 0.81068048 117 2000.317 2000 Apr log10
#> 160 2000-05-18 34 chl 0.42596873 139 2000.377 2000 May log10
#> 161 2000-06-15 34 chl 0.68723160 167 2000.454 2000 Jun log10
#> 162 2000-07-13 34 chl 0.40936947 195 2000.530 2000 Jul log10
#> 163 2000-08-10 34 chl 0.44195684 223 2000.607 2000 Aug log10
#> 164 2000-09-07 34 chl 0.49600660 251 2000.683 2000 Sep log10
#> 165 2000-10-12 34 chl 0.40369234 286 2000.779 2000 Oct log10
#> 166 2000-11-09 34 chl 0.73506635 314 2000.855 2000 Nov log10
#> 167 2000-12-14 34 chl 0.63008871 349 2000.951 2000 Dec log10
#> 168 2001-02-08 34 chl 0.87890460 39 2001.104 2001 Feb log10
#> 169 2001-02-15 34 chl 0.54406804 46 2001.123 2001 Feb log10
#> 170 2001-02-22 34 chl 0.47226875 53 2001.142 2001 Feb log10
#> 171 2001-02-28 34 chl 0.56030524 59 2001.159 2001 Feb log10
#> 172 2001-03-07 34 chl 0.55630250 66 2001.178 2001 Mar log10
#> 173 2001-03-16 34 chl 0.91026857 75 2001.203 2001 Mar log10
#> 174 2001-04-10 34 chl 1.00860017 100 2001.271 2001 Apr log10
#> 175 2001-04-16 34 chl 1.04921802 106 2001.288 2001 Apr log10
#> 176 2001-04-26 34 chl 0.42596873 116 2001.315 2001 Apr log10
#> 177 2001-06-21 34 chl 0.96221144 172 2001.468 2001 Jun log10
#> 178 2001-07-19 34 chl 0.91381385 200 2001.545 2001 Jul log10
#> 179 2001-09-13 34 chl 1.22184875 256 2001.699 2001 Sep log10
#> 180 2001-10-18 34 chl 0.84094208 291 2001.795 2001 Oct log10
#> 181 2001-11-29 34 chl 0.54818461 333 2001.910 2001 Nov log10
#> 182 2001-12-20 34 chl 0.83250891 354 2001.967 2001 Dec log10
#> 183 2002-01-24 34 chl 0.93785209 24 2002.063 2002 Jan log10
#> 184 2002-02-08 34 chl 0.97003678 39 2002.104 2002 Feb log10
#> 185 2002-03-06 34 chl 1.08990511 65 2002.175 2002 Mar log10
#> 186 2002-03-12 34 chl 1.55266822 71 2002.192 2002 Mar log10
#> 187 2002-03-19 34 chl 1.66086548 78 2002.211 2002 Mar log10
#> 188 2002-03-27 34 chl 1.11058971 86 2002.233 2002 Mar log10
#> 189 2002-04-05 34 chl 1.24386449 95 2002.258 2002 Apr log10
#> 190 2002-04-16 34 chl 1.34308020 106 2002.288 2002 Apr log10
#> 191 2002-04-22 34 chl 0.98677173 112 2002.304 2002 Apr log10
#> 192 2002-04-26 34 chl 1.02802872 116 2002.315 2002 Apr log10
#> 193 2002-05-07 34 chl 0.93449845 127 2002.345 2002 May log10
#> 194 2002-05-13 34 chl 0.95584804 133 2002.362 2002 May log10
#> 195 2002-07-16 34 chl 0.69897000 197 2002.537 2002 Jul log10
#> 196 2002-08-20 34 chl 0.97466518 232 2002.633 2002 Aug log10
#> 197 2002-09-10 34 chl 0.69314046 253 2002.690 2002 Sep log10
#> 198 2002-10-08 34 chl 0.71600334 281 2002.767 2002 Oct log10
#> 199 2002-11-13 34 chl 0.72427587 317 2002.866 2002 Nov log10
#> 200 2002-12-10 34 chl 0.73772259 344 2002.940 2002 Dec log10
#> 201 2003-01-07 34 chl 0.72970462 7 2003.016 2003 Jan log10
#> 202 2003-02-10 34 chl 1.11616481 41 2003.110 2003 Feb log10
#> 203 2003-02-19 34 chl 1.62496927 50 2003.134 2003 Feb log10
#> 204 2003-02-24 34 chl 1.82085799 55 2003.148 2003 Feb log10
#> 205 2003-03-04 34 chl 2.02489596 63 2003.170 2003 Mar log10
#> 206 2003-03-12 34 chl 1.75485777 71 2003.192 2003 Mar log10
#> 207 2003-03-18 34 chl 2.03355778 77 2003.208 2003 Mar log10
#> 208 2003-03-27 34 chl 1.49922872 86 2003.233 2003 Mar log10
#> 209 2003-04-01 34 chl 1.21836042 91 2003.247 2003 Apr log10
#> 210 2003-04-17 34 chl 0.86332286 107 2003.290 2003 Apr log10
#> 211 2003-05-01 34 chl 0.66589355 121 2003.329 2003 May log10
#> 212 2003-05-20 34 chl 0.61978876 140 2003.381 2003 May log10
#> 213 2003-06-17 34 chl 0.65641765 168 2003.458 2003 Jun log10
#> 214 2003-07-15 34 chl 0.96848295 196 2003.534 2003 Jul log10
#> 215 2003-08-12 34 chl 0.84302503 224 2003.611 2003 Aug log10
#> 216 2003-08-27 34 chl 0.88081359 239 2003.652 2003 Aug log10
#> 217 2003-09-09 34 chl 0.95904139 252 2003.688 2003 Sep log10
#> 218 2003-09-18 34 chl 0.76591679 261 2003.712 2003 Sep log10
#> 219 2003-10-15 34 chl 0.71039947 288 2003.786 2003 Oct log10
#> 220 2003-11-18 34 chl 0.64345268 322 2003.879 2003 Nov log10
#> 221 2004-01-13 34 chl 0.44715803 13 2004.033 2004 Jan log10
#> 222 2004-02-10 34 chl 0.70185569 41 2004.109 2004 Feb log10
#> 223 2004-02-27 34 chl -0.24667233 58 2004.156 2004 Feb log10
#> 224 2004-03-09 34 chl 0.88649073 69 2004.186 2004 Mar log10
#> 225 2004-03-24 34 chl 1.60923858 84 2004.227 2004 Mar log10
#> 226 2004-03-30 34 chl 1.33378303 90 2004.243 2004 Mar log10
#> 227 2004-04-14 34 chl 0.87118361 105 2004.284 2004 Apr log10
#> 228 2004-04-20 34 chl 0.81068048 111 2004.301 2004 Apr log10
#> 229 2004-04-26 34 chl 0.64673039 117 2004.317 2004 Apr log10
#> 230 2004-05-18 34 chl 0.96221144 139 2004.377 2004 May log10
#> 231 2004-06-22 34 chl 0.57978360 174 2004.473 2004 Jun log10
#> 232 2004-07-27 34 chl 0.78532984 209 2004.568 2004 Jul log10
#> 233 2004-08-24 34 chl 0.76591679 237 2004.645 2004 Aug log10
#> 234 2004-09-08 34 chl 0.82607480 252 2004.686 2004 Sep log10
#> 235 2004-09-14 34 chl 0.52720012 258 2004.702 2004 Sep log10
#> 236 2004-10-08 34 chl 1.25847764 282 2004.768 2004 Oct log10
#> 237 2004-11-03 34 chl 0.79472035 308 2004.839 2004 Nov log10
#> 238 2004-12-14 34 chl 0.84302503 349 2004.951 2004 Dec log10
#> 239 2005-01-11 34 chl 0.78532984 11 2005.027 2005 Jan log10
#> 240 2005-02-02 34 chl 0.72015930 33 2005.088 2005 Feb log10
#> 241 2005-02-23 34 chl 0.75966784 54 2005.145 2005 Feb log10
#> 242 2005-03-18 34 chl 1.00432137 77 2005.208 2005 Mar log10
#> 243 2005-03-22 34 chl 0.90308999 81 2005.219 2005 Mar log10
#> 244 2005-04-12 34 chl 1.00575233 102 2005.277 2005 Apr log10
#> 245 2005-04-18 34 chl 1.12710480 108 2005.293 2005 Apr log10
#> 246 2005-05-03 34 chl 1.08278537 123 2005.334 2005 May log10
#> 247 2005-05-10 34 chl 1.08398013 130 2005.353 2005 May log10
#> 248 2005-06-21 34 chl 0.91907809 172 2005.468 2005 Jun log10
#> 249 2005-08-29 34 chl 1.37383115 241 2005.658 2005 Aug log10
#> 250 2005-09-07 34 chl 0.73239376 250 2005.682 2005 Sep log10
#> 251 2005-09-26 34 chl 1.29003461 269 2005.734 2005 Sep log10
#> 252 2005-10-25 34 chl 0.90127665 298 2005.814 2005 Oct log10
#> 253 2005-11-08 34 chl 0.94939001 312 2005.852 2005 Nov log10
#> 254 2005-11-22 34 chl 0.90848502 326 2005.890 2005 Nov log10
#> 255 2005-12-07 34 chl 0.83884909 341 2005.932 2005 Dec log10
#> 256 2006-01-10 34 chl 0.65959931 10 2006.025 2006 Jan log10
#> 257 2006-02-14 34 chl 1.70300462 45 2006.121 2006 Feb log10
#> 258 2006-02-21 34 chl 1.76616489 52 2006.140 2006 Feb log10
#> 259 2006-03-07 34 chl 1.19219563 66 2006.178 2006 Mar log10
#> 260 2006-03-15 34 chl 1.33512344 74 2006.200 2006 Mar log10
#> 261 2006-03-21 34 chl 1.38261731 80 2006.216 2006 Mar log10
#> 262 2006-04-05 34 chl 1.33311126 95 2006.258 2006 Apr log10
#> 263 2006-04-11 34 chl 1.22788670 101 2006.274 2006 Apr log10
#> 264 2006-04-21 34 chl 1.62290448 111 2006.301 2006 Apr log10
#> 265 2006-05-09 34 chl 1.19312460 129 2006.351 2006 May log10
#> 266 2006-07-11 34 chl 0.52287875 192 2006.523 2006 Jul log10
#> 267 2006-08-02 34 chl 0.75076545 214 2006.584 2006 Aug log10
#> 268 2006-08-15 34 chl 0.51851394 227 2006.619 2006 Aug log10
#> 269 2006-08-31 34 chl 0.70757018 243 2006.663 2006 Aug log10
#> 270 2006-09-12 34 chl 0.71039947 255 2006.696 2006 Sep log10
#> 271 2006-09-29 34 chl 0.91557570 272 2006.742 2006 Sep log10
#> 272 2006-10-17 34 chl 0.71321044 290 2006.792 2006 Oct log10
#> 273 2006-11-14 34 chl 0.75587486 318 2006.868 2006 Nov log10
#> 274 2006-12-12 34 chl 0.51851394 346 2006.945 2006 Dec log10
#> 275 2007-01-09 34 chl 0.73506635 9 2007.022 2007 Jan log10
#> 276 2007-02-06 34 chl 1.00717858 37 2007.099 2007 Feb log10
#> 277 2007-02-09 34 chl 0.99854993 40 2007.107 2007 Feb log10
#> 278 2007-03-06 34 chl 1.23384186 65 2007.175 2007 Mar log10
#> 279 2007-03-12 34 chl 1.01703334 71 2007.192 2007 Mar log10
#> 280 2007-04-03 34 chl 1.35024802 93 2007.252 2007 Apr log10
#> 281 2007-04-10 34 chl 1.09458758 100 2007.271 2007 Apr log10
#> 282 2007-04-23 34 chl 1.06570417 113 2007.307 2007 Apr log10
#> 283 2007-06-21 34 chl 0.80617997 172 2007.468 2007 Jun log10
#> 284 2007-07-23 34 chl 0.97312785 204 2007.556 2007 Jul log10
#> 285 2007-08-22 34 chl 1.16136800 234 2007.638 2007 Aug log10
#> 286 2007-09-11 34 chl 1.12818379 254 2007.693 2007 Sep log10
#> 287 2007-09-21 34 chl 1.00000000 264 2007.721 2007 Sep log10
#> 288 2007-10-19 34 chl 0.81513482 292 2007.797 2007 Oct log10
#> 289 2007-10-23 34 chl 0.96535851 296 2007.808 2007 Oct log10
#> 290 2007-11-14 34 chl 1.03208127 318 2007.868 2007 Nov log10
#> 291 2007-12-11 34 chl 0.91381385 345 2007.942 2007 Dec log10
#> 292 2008-01-10 34 chl 0.58733673 10 2008.025 2008 Jan log10
#> 293 2008-02-01 34 chl 0.47712125 32 2008.085 2008 Feb log10
#> 294 2008-02-12 34 chl 0.87698718 43 2008.115 2008 Feb log10
#> 295 2008-02-29 34 chl 0.74036269 60 2008.161 2008 Feb log10
#> 296 2008-03-11 34 chl 1.62565536 71 2008.191 2008 Mar log10
#> 297 2008-03-31 34 chl 1.47518675 91 2008.246 2008 Mar log10
#> 298 2008-04-14 34 chl 1.65256864 105 2008.284 2008 Apr log10
#> 299 2008-04-28 34 chl 1.12385164 119 2008.322 2008 Apr log10
#> 300 2008-05-06 34 chl 1.09691001 127 2008.344 2008 May log10
#> 301 2008-05-29 34 chl 0.75076545 150 2008.407 2008 May log10
#> 302 2008-06-17 34 chl 0.96062931 169 2008.459 2008 Jun log10
#> 303 2008-07-10 34 chl 0.76839141 192 2008.522 2008 Jul log10
#> 304 2008-07-15 34 chl 1.05050865 197 2008.536 2008 Jul log10
#> 305 2008-08-12 34 chl 1.23888209 225 2008.612 2008 Aug log10
#> 306 2008-08-19 34 chl 0.97003678 232 2008.631 2008 Aug log10
#> 307 2008-09-09 34 chl 1.27951485 253 2008.689 2008 Sep log10
#> 308 2008-09-16 34 chl 1.23804610 260 2008.708 2008 Sep log10
#> 309 2008-10-07 34 chl 1.16136800 281 2008.765 2008 Oct log10
#> 310 2008-10-15 34 chl 1.06942141 289 2008.787 2008 Oct log10
#> 311 2008-11-05 34 chl 0.87698718 310 2008.844 2008 Nov log10
#> 312 2008-11-18 34 chl 0.72699873 323 2008.880 2008 Nov log10
#> 313 2008-12-16 34 chl 0.67821478 351 2008.956 2008 Dec log10
#> 314 2009-01-13 34 chl 0.74298683 13 2009.033 2009 Jan log10
#> 315 2009-02-04 34 chl 0.56820172 35 2009.093 2009 Feb log10
#> 316 2009-02-10 34 chl 1.02118930 41 2009.110 2009 Feb log10
#> 317 2009-02-17 34 chl 0.63008871 48 2009.129 2009 Feb log10
#> 318 2009-03-05 34 chl 0.47712125 64 2009.173 2009 Mar log10
#> 319 2009-03-12 34 chl 0.63008871 71 2009.192 2009 Mar log10
#> 320 2009-03-20 34 chl 0.99854993 79 2009.214 2009 Mar log10
#> 321 2009-04-07 34 chl 1.25927525 97 2009.263 2009 Apr log10
#> 322 2009-04-16 34 chl 1.11505550 106 2009.288 2009 Apr log10
#> 323 2009-05-05 34 chl 0.87890460 125 2009.340 2009 May log10
#> 324 2009-05-19 34 chl 0.83674597 139 2009.378 2009 May log10
#> 325 2009-06-16 34 chl 0.79472035 167 2009.455 2009 Jun log10
#> 326 2009-06-23 34 chl 0.74559522 174 2009.474 2009 Jun log10
#> 327 2009-07-15 34 chl 0.85531721 196 2009.534 2009 Jul log10
#> 328 2009-07-21 34 chl 0.84509804 202 2009.551 2009 Jul log10
#> 329 2009-08-13 34 chl 0.98377659 225 2009.614 2009 Aug log10
#> 330 2009-08-27 34 chl 0.98377659 239 2009.652 2009 Aug log10
#> 331 2009-09-22 34 chl 1.04792355 265 2009.723 2009 Sep log10
#> 332 2009-09-28 34 chl 1.15836249 271 2009.740 2009 Sep log10
#> 333 2009-10-29 34 chl 0.83884909 302 2009.825 2009 Oct log10
#> 334 2009-11-18 34 chl 0.90669411 322 2009.879 2009 Nov log10
#> 335 2009-12-03 34 chl 0.98974637 337 2009.921 2009 Dec log10
#> 336 2010-01-05 34 chl 0.64015004 5 2010.011 2010 Jan log10
#> 337 2010-01-26 34 chl 0.33579210 26 2010.068 2010 Jan log10
#> 338 2010-02-09 34 chl 0.51410482 40 2010.107 2010 Feb log10
#> 339 2010-02-23 34 chl 0.70757018 54 2010.145 2010 Feb log10
#> 340 2010-03-09 34 chl 1.00860017 68 2010.184 2010 Mar log10
#> 341 2010-03-24 34 chl 1.29593344 83 2010.225 2010 Mar log10
#> 342 2010-03-30 34 chl 1.47952732 89 2010.241 2010 Mar log10
#> 343 2010-04-07 34 chl 1.18563658 97 2010.263 2010 Apr log10
#> 344 2010-04-13 34 chl 1.06320822 103 2010.279 2010 Apr log10
#> 345 2010-04-23 34 chl 1.07918125 113 2010.307 2010 Apr log10
#> 346 2010-05-07 34 chl 1.13353891 127 2010.345 2010 May log10
#> 347 2010-05-20 34 chl 0.97312785 140 2010.381 2010 May log10
#> 348 2010-06-07 34 chl 0.80843605 158 2010.430 2010 Jun log10
#> 349 2010-06-15 34 chl 0.87890460 166 2010.452 2010 Jun log10
#> 350 2010-07-06 34 chl 0.88271423 187 2010.510 2010 Jul log10
#> 351 2010-07-13 34 chl 0.84094208 194 2010.529 2010 Jul log10
#> 352 2010-08-03 34 chl 1.01424044 215 2010.586 2010 Aug log10
#> 353 2010-08-17 34 chl 0.87506126 229 2010.625 2010 Aug log10
#> 354 2010-09-01 34 chl 1.10037055 244 2010.666 2010 Sep log10
#> 355 2010-09-14 34 chl 0.91733043 257 2010.701 2010 Sep log10
#> 356 2010-10-01 34 chl 1.27722708 274 2010.748 2010 Oct log10
#> 357 2010-10-15 34 chl 0.87890460 288 2010.786 2010 Oct log10
#> 358 2010-10-26 34 chl 0.63008871 299 2010.816 2010 Oct log10
#> 359 2010-11-15 34 chl 0.71039947 319 2010.871 2010 Nov log10
#> 360 2010-12-16 34 chl 0.82390874 350 2010.956 2010 Dec log10
#> 361 2011-01-11 34 chl 0.53991208 11 2011.027 2011 Jan log10
#> 362 2011-02-09 34 chl 0.91204483 40 2011.107 2011 Feb log10
#> 363 2011-03-11 34 chl 0.82823011 70 2011.189 2011 Mar log10
#> 364 2011-03-29 34 chl 0.56030524 88 2011.238 2011 Mar log10
#> 365 2011-04-08 34 chl 1.24303805 98 2011.266 2011 Apr log10
#> 366 2011-04-12 34 chl 1.59586349 102 2011.277 2011 Apr log10
#> 367 2011-04-19 34 chl 1.45939249 109 2011.296 2011 Apr log10
#> 368 2011-04-28 34 chl 0.91557570 118 2011.321 2011 Apr log10
#> 369 2011-05-11 34 chl 0.79005047 131 2011.356 2011 May log10
#> 370 2011-05-26 34 chl 0.53571597 146 2011.397 2011 May log10
#> 371 2011-06-14 34 chl 0.91557570 165 2011.449 2011 Jun log10
#> 372 2011-06-24 34 chl 0.73239376 175 2011.477 2011 Jun log10
#> 373 2011-07-12 34 chl 0.77815125 193 2011.526 2011 Jul log10
#> 374 2011-07-22 34 chl 0.47712125 203 2011.553 2011 Jul log10
#> 375 2011-08-16 34 chl 1.00432137 228 2011.622 2011 Aug log10
#> 376 2011-08-23 34 chl 0.73772259 235 2011.641 2011 Aug log10
#> 377 2011-10-06 34 chl 0.69897000 279 2011.762 2011 Oct log10
#> 378 2011-10-18 34 chl 0.63682210 291 2011.795 2011 Oct log10
#> 379 2011-11-04 34 chl 0.53991208 308 2011.841 2011 Nov log10
#> 380 2011-11-15 34 chl 0.36172784 319 2011.871 2011 Nov log10
#> 381 2011-12-13 34 chl 0.49136169 347 2011.948 2011 Dec log10
#> 382 2012-01-10 34 chl 0.80843605 10 2012.025 2012 Jan log10
#> 383 2012-01-31 34 chl 0.58733673 31 2012.082 2012 Jan log10
#> 384 2012-02-07 34 chl 1.04007464 38 2012.101 2012 Feb log10
#> 385 2012-03-01 34 chl 0.81954394 61 2012.164 2012 Mar log10
#> 386 2012-03-09 34 chl 1.23552845 69 2012.186 2012 Mar log10
#> 387 2012-03-20 34 chl 1.41608550 80 2012.216 2012 Mar log10
#> 388 2012-03-30 34 chl 0.89762709 90 2012.243 2012 Mar log10
#> 389 2012-04-11 34 chl 1.00432137 102 2012.276 2012 Apr log10
#> 390 2012-04-20 34 chl 1.15634720 111 2012.301 2012 Apr log10
#> 391 2012-04-27 34 chl 1.29077636 118 2012.320 2012 Apr log10
#> 392 2012-05-15 34 chl 1.20502382 136 2012.369 2012 May log10
#> 393 2012-06-12 34 chl 0.81954394 164 2012.445 2012 Jun log10
#> 394 2012-06-19 34 chl 0.81513482 171 2012.464 2012 Jun log10
#> 395 2012-07-11 34 chl 0.83884909 193 2012.525 2012 Jul log10
#> 396 2012-07-17 34 chl 0.92427929 199 2012.541 2012 Jul log10
#> 397 2012-08-07 34 chl 0.75076545 220 2012.598 2012 Aug log10
#> 398 2012-08-27 34 chl 0.65321251 240 2012.653 2012 Aug log10
#> 399 2012-09-07 34 chl 0.76092485 251 2012.683 2012 Sep log10
#> 400 2012-09-11 34 chl 0.58357659 255 2012.694 2012 Sep log10
#> 401 2012-10-03 34 chl 0.79934055 277 2012.754 2012 Oct log10
#> 402 2012-10-10 34 chl 0.69019608 284 2012.773 2012 Oct log10
#> 403 2012-11-06 34 chl 0.46239800 311 2012.847 2012 Nov log10
#> 404 2012-12-04 34 chl 0.30820858 339 2012.923 2012 Dec log10
#> 405 2013-01-15 34 chl 0.68723160 15 2013.038 2013 Jan log10
#> 406 2013-02-26 34 chl 2.19432930 57 2013.153 2013 Feb log10
#> 407 2013-03-12 34 chl 0.85531721 71 2013.192 2013 Mar log10
#> 408 2013-03-19 34 chl 0.86332286 78 2013.211 2013 Mar log10
#> 409 2013-03-26 34 chl 1.25847764 85 2013.230 2013 Mar log10
#> 410 2013-04-18 34 chl 0.87890460 108 2013.293 2013 Apr log10
#> 411 2013-04-23 34 chl 1.07918125 113 2013.307 2013 Apr log10
#> 412 2013-05-17 34 chl 0.76591679 137 2013.373 2013 May log10
#> 413 2013-06-17 34 chl 0.74298683 168 2013.458 2013 Jun log10
#> 414 2013-07-01 34 chl 0.49600660 182 2013.496 2013 Jul log10
#> 415 2013-07-15 34 chl 0.75587486 196 2013.534 2013 Jul log10
#> 416 2013-07-23 34 chl 0.66589355 204 2013.556 2013 Jul log10
#> 417 2013-08-28 34 chl 0.73239376 240 2013.655 2013 Aug log10
#> 418 2013-09-26 34 chl 0.71321044 269 2013.734 2013 Sep log10
#> 419 2013-10-24 34 chl 0.54406804 297 2013.811 2013 Oct log10
#> 420 2013-11-25 34 chl 0.61978876 329 2013.899 2013 Nov log10
#> 421 2013-12-03 34 chl 0.99417046 337 2013.921 2013 Dec log10
#> 422 2014-01-14 34 chl 0.81734497 14 2014.036 2014 Jan log10
#> 423 2014-01-24 34 chl 0.69606501 24 2014.063 2014 Jan log10
#> 424 2014-01-31 34 chl 0.79239169 31 2014.082 2014 Jan log10
#> 425 2014-02-11 34 chl 0.64345268 42 2014.112 2014 Feb log10
#> 426 2014-02-24 34 chl 0.63008871 55 2014.148 2014 Feb log10
#> 427 2014-03-11 34 chl 0.95744765 70 2014.189 2014 Mar log10
#> 428 2014-03-25 34 chl 0.94939001 84 2014.227 2014 Mar log10
#> 429 2014-04-08 34 chl 0.93281187 98 2014.266 2014 Apr log10
#> 430 2014-04-15 34 chl 1.19219563 105 2014.285 2014 Apr log10
#> 431 2014-04-23 34 chl 1.01142946 113 2014.307 2014 Apr log10
#> 432 2014-05-07 34 chl 1.26481782 127 2014.345 2014 May log10
#> 433 2014-05-13 34 chl 1.04139269 133 2014.362 2014 May log10
#> 434 2014-06-06 34 chl 0.85531721 157 2014.427 2014 Jun log10
#> 435 2014-06-10 34 chl 0.86530143 161 2014.438 2014 Jun log10
#> 436 2014-07-08 34 chl 0.70472233 189 2014.515 2014 Jul log10
#> 437 2014-07-15 34 chl 0.50514998 196 2014.534 2014 Jul log10
#> 438 2014-08-04 34 chl 0.73239376 216 2014.589 2014 Aug log10
#> 439 2014-08-12 34 chl 0.63008871 224 2014.611 2014 Aug log10
#> 440 2014-09-03 34 chl 0.64673039 246 2014.671 2014 Sep log10
#> 441 2014-09-16 34 chl 0.59106461 259 2014.707 2014 Sep log10
#> 442 2014-10-15 34 chl 0.57595719 288 2014.786 2014 Oct log10
#> 443 2014-11-03 34 chl 0.47226875 307 2014.838 2014 Nov log10
#> 444 2014-11-18 34 chl 0.50514998 322 2014.879 2014 Nov log10
#> 445 2014-12-10 34 chl 0.45737720 344 2014.940 2014 Dec log10
#> 446 2015-01-14 34 chl 0.52720012 14 2015.036 2015 Jan log10
#> 447 2015-01-22 34 chl 0.70472233 22 2015.058 2015 Jan log10
#> 448 2015-02-12 34 chl 0.47226875 43 2015.115 2015 Feb log10
#> 449 2015-02-18 34 chl 0.70185569 49 2015.132 2015 Feb log10
#> 450 2015-03-13 34 chl 0.70185569 72 2015.195 2015 Mar log10
#> 451 2015-03-17 34 chl 0.91557570 76 2015.205 2015 Mar log10
#> 452 2015-03-27 34 chl 1.05050865 86 2015.233 2015 Mar log10
#> 453 2015-04-13 34 chl 1.30891996 103 2015.279 2015 Apr log10
#> 454 2015-04-21 34 chl 1.19033170 111 2015.301 2015 Apr log10
#> 455 2015-04-27 34 chl 0.98826160 117 2015.318 2015 Apr log10
#> 456 2015-05-19 34 chl 1.08754481 139 2015.378 2015 May log10
#> 457 2015-05-27 34 chl 0.93111871 147 2015.400 2015 May log10
#> 458 2015-06-24 34 chl 0.79934055 175 2015.477 2015 Jun log10
#> 459 2015-07-01 34 chl 0.94776038 182 2015.496 2015 Jul log10
#> 460 2015-07-23 34 chl 0.60566412 204 2015.556 2015 Jul log10
#> 461 2015-08-21 34 chl 0.57978360 233 2015.636 2015 Aug log10
#> 462 2015-09-24 34 chl 0.62838893 267 2015.729 2015 Sep log10
#> 463 2015-10-15 34 chl 0.74036269 288 2015.786 2015 Oct log10
#> 464 2015-11-05 34 chl 0.58546073 309 2015.844 2015 Nov log10
#> 465 2015-12-16 34 chl 0.73772259 350 2015.956 2015 Dec log10
#> 466 2016-01-21 34 chl 0.64673039 21 2016.055 2016 Jan log10
#> 467 2016-02-02 34 chl 0.96692354 33 2016.087 2016 Feb log10
#> 468 2016-03-16 34 chl 0.89394661 76 2016.205 2016 Mar log10
#> 469 2016-04-01 34 chl 0.78295013 92 2016.249 2016 Apr log10
#> 470 2016-04-15 34 chl 1.03875259 106 2016.287 2016 Apr log10
#> 471 2016-04-27 34 chl 0.80617997 118 2016.320 2016 Apr log10
#> 472 2016-05-18 34 chl 0.53147892 139 2016.377 2016 May log10
#> 473 2016-06-16 34 chl 0.71877840 168 2016.456 2016 Jun log10
#> 474 2016-06-28 34 chl 0.73239376 180 2016.489 2016 Jun log10
#> 475 2016-07-14 34 chl 0.54818461 196 2016.533 2016 Jul log10
#> 476 2016-08-18 34 chl 0.90669411 231 2016.628 2016 Aug log10
#> 477 2016-08-24 34 chl 0.68574174 237 2016.645 2016 Aug log10
#> 478 2016-09-09 34 chl 0.63346846 253 2016.689 2016 Sep log10
#> 479 2016-09-20 34 chl 0.61630043 264 2016.719 2016 Sep log10
#> 480 2016-10-18 34 chl 0.73239376 292 2016.795 2016 Oct log10
#> 481 2016-11-08 34 chl 0.54406804 313 2016.852 2016 Nov log10
#> 482 2016-12-13 34 chl 0.55226252 348 2016.948 2016 Dec log10
#> 483 2017-01-23 34 chl 0.40936947 23 2017.060 2017 Jan log10
#> 484 2017-02-17 34 chl 0.61278386 48 2017.129 2017 Feb log10
#> 485 2017-03-07 34 chl 0.79934055 66 2017.178 2017 Mar log10
#> 486 2017-03-21 34 chl 0.89579075 80 2017.216 2017 Mar log10
#> 487 2017-04-04 34 chl 1.23720851 94 2017.255 2017 Apr log10
#> 488 2017-04-18 34 chl 0.58357659 108 2017.293 2017 Apr log10
#> 489 2017-04-27 34 chl 0.94776038 117 2017.318 2017 Apr log10
#> 490 2017-05-17 34 chl 0.43136376 137 2017.373 2017 May log10
#> 491 2017-06-06 34 chl 0.71600334 157 2017.427 2017 Jun log10
#> 492 2017-06-22 34 chl 1.03875259 173 2017.471 2017 Jun log10
#> 493 2017-07-25 34 chl 0.58733673 206 2017.562 2017 Jul log10
#> 494 2017-07-31 34 chl 0.40936947 212 2017.578 2017 Jul log10
#> 495 2017-08-22 34 chl 0.81291336 234 2017.638 2017 Aug log10
#> 496 2017-08-30 34 chl 0.52720012 242 2017.660 2017 Aug log10
#> 497 2017-09-19 34 chl 1.16236523 262 2017.715 2017 Sep log10
#> 498 2017-09-28 34 chl 0.59106461 271 2017.740 2017 Sep log10
#> 499 2017-10-18 34 chl 0.69897000 291 2017.795 2017 Oct log10
#> 500 2017-10-27 34 chl 0.56820172 300 2017.819 2017 Oct log10
#> 501 2017-11-14 34 chl 0.44715803 318 2017.868 2017 Nov log10
#> 502 2017-12-06 34 chl 0.63346846 340 2017.929 2017 Dec log10
#> 503 2018-01-10 34 chl 0.57209677 10 2018.025 2018 Jan log10
#> 504 2018-02-07 34 chl 0.45737720 38 2018.101 2018 Feb log10
#> 505 2018-02-23 34 chl 0.83250891 54 2018.145 2018 Feb log10
#> 506 2018-03-09 34 chl 0.62324929 68 2018.184 2018 Mar log10
#> 507 2018-03-15 34 chl 1.19033170 74 2018.200 2018 Mar log10
#> 508 2018-03-26 34 chl 0.92427929 85 2018.230 2018 Mar log10
#> 509 2018-04-09 34 chl 1.53317870 99 2018.268 2018 Apr log10
#> 510 2018-04-18 34 chl 1.72345567 108 2018.293 2018 Apr log10
#> 511 2018-05-07 34 chl 0.78055732 127 2018.345 2018 May log10
#> 512 2018-05-17 34 chl 1.09108047 137 2018.373 2018 May log10
#> 513 2018-06-06 34 chl 0.77815125 157 2018.427 2018 Jun log10
#> 514 2018-06-11 34 chl 1.09575035 162 2018.441 2018 Jun log10
#> 515 2018-07-12 34 chl 0.96848295 193 2018.526 2018 Jul log10
#> 516 2018-07-20 34 chl 0.54406804 201 2018.548 2018 Jul log10
#> 517 2018-08-03 34 chl 0.50514998 215 2018.586 2018 Aug log10
#> 518 2018-08-14 34 chl 0.56030524 226 2018.616 2018 Aug log10
#> 519 2018-09-18 34 chl 0.53991208 261 2018.712 2018 Sep log10
#> 520 2018-10-17 34 chl 0.55630250 290 2018.792 2018 Oct log10
#> 521 2018-10-26 34 chl 0.56030524 299 2018.816 2018 Oct log10
#> 522 2018-11-15 34 chl 0.41497335 319 2018.871 2018 Nov log10
#> 523 2018-12-05 34 chl 0.51410482 339 2018.926 2018 Dec log10
#> 524 2018-12-14 34 chl 0.56427143 348 2018.951 2018 Dec log10
#> 525 2019-01-30 34 chl 0.55630250 30 2019.079 2019 Jan log10
#> 526 2019-02-20 34 chl 1.08754481 51 2019.137 2019 Feb log10
#> 527 2019-03-14 34 chl 1.16336018 73 2019.197 2019 Mar log10
#> 528 2019-03-20 34 chl 1.04401683 79 2019.214 2019 Mar log10
#> 529 2019-03-28 34 chl 0.60923858 87 2019.236 2019 Mar log10
#> 530 2019-04-18 34 chl 1.24303805 108 2019.293 2019 Apr log10
#> 531 2019-04-25 34 chl 0.74298683 115 2019.312 2019 Apr log10
#> 532 2019-05-14 34 chl 0.52720012 134 2019.364 2019 May log10
#> 533 2019-05-28 34 chl 0.51410482 148 2019.403 2019 May log10
#> 534 2019-06-04 34 chl 0.85933848 155 2019.422 2019 Jun log10
#> 535 2019-06-25 34 chl 0.62668247 176 2019.479 2019 Jun log10
#> 536 2019-07-01 34 chl 1.10946605 182 2019.496 2019 Jul log10
#> 537 2019-07-24 34 chl 0.43669260 205 2019.559 2019 Jul log10
#> 538 2019-08-01 34 chl 0.88649073 213 2019.581 2019 Aug log10
#> 539 2019-08-22 34 chl 0.45229767 234 2019.638 2019 Aug log10
#> 540 2019-09-18 34 chl 0.55630250 261 2019.712 2019 Sep log10
#> 541 2019-10-23 34 chl 0.55630250 296 2019.808 2019 Oct log10
#> 542 2019-11-13 34 chl 0.66589355 317 2019.866 2019 Nov log10
#> 543 2019-12-05 34 chl 0.40936947 339 2019.926 2019 Dec log10
#> 544 2019-12-19 34 chl 0.39211047 353 2019.964 2019 Dec log10