redraw nzd0126 reference shoreline and extend it's transects even fur…

…ther hide ["nzd0285", "nzd0284", "nzd0282"] from the map due to cliff faces throwing off shoreline detection color transects with uncertain trends as black minor popup improvements despike chainage in tidal_correction.ipynb
UoA-eResearch · Aug 23, 2024 · bb49934 · bb49934
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diff --git a/data/nzd0001/transect_time_series_tidally_corrected.csv b/data/nzd0001/transect_time_series_tidally_corrected.csv
diff --git a/data/nzd0002/transect_time_series_tidally_corrected.csv b/data/nzd0002/transect_time_series_tidally_corrected.csv
diff --git a/data/nzd0003/transect_time_series_tidally_corrected.csv b/data/nzd0003/transect_time_series_tidally_corrected.csv
diff --git a/data/nzd0004/transect_time_series_tidally_corrected.csv b/data/nzd0004/transect_time_series_tidally_corrected.csv
diff --git a/data/nzd0005/transect_time_series_tidally_corrected.csv b/data/nzd0005/transect_time_series_tidally_corrected.csv
diff --git a/data/nzd0006/transect_time_series_tidally_corrected.csv b/data/nzd0006/transect_time_series_tidally_corrected.csv
diff --git a/data/nzd0007/transect_time_series_tidally_corrected.csv b/data/nzd0007/transect_time_series_tidally_corrected.csv
diff --git a/data/nzd0008/transect_time_series_tidally_corrected.csv b/data/nzd0008/transect_time_series_tidally_corrected.csv
diff --git a/data/nzd0009/transect_time_series_tidally_corrected.csv b/data/nzd0009/transect_time_series_tidally_corrected.csv
diff --git a/data/nzd0010/transect_time_series_tidally_corrected.csv b/data/nzd0010/transect_time_series_tidally_corrected.csv
diff --git a/data/nzd0011/transect_time_series_tidally_corrected.csv b/data/nzd0011/transect_time_series_tidally_corrected.csv
diff --git a/data/nzd0012/transect_time_series_tidally_corrected.csv b/data/nzd0012/transect_time_series_tidally_corrected.csv
diff --git a/data/nzd0013/transect_time_series_tidally_corrected.csv b/data/nzd0013/transect_time_series_tidally_corrected.csv
@@ -1,42 +1,32 @@
 dates,nzd0013-0000,nzd0013-0001,satname
-1999-08-17 22:10:26+00:00,373.195,380.24,L7
+1999-08-17 22:10:26+00:00,,380.24,L7
 1999-10-04 22:10:38+00:00,438.98,379.33,L7
 2000-03-28 22:10:07+00:00,419.595,377.73,L7
-2000-05-15 22:09:42+00:00,357.865,,L7
 2000-08-03 22:08:44+00:00,382.07,391.94,L7
 2000-08-19 22:08:38+00:00,431.565,392.11,L7
 2000-09-20 22:08:03+00:00,392.445,386.63,L7
 2000-10-06 22:07:59+00:00,417.24,380.55,L7
-2000-10-22 22:07:50+00:00,,,L7
 2001-01-26 22:08:07+00:00,385.875,388.22,L7
 2001-02-27 22:07:54+00:00,374.19,379.45,L7
 2001-05-18 22:07:26+00:00,387.19,382.94,L7
-2001-06-03 22:07:16+00:00,,,L7
-2001-06-19 22:07:05+00:00,,,L7
 2001-09-07 22:06:11+00:00,370.835,378.54,L7
 2001-09-23 22:06:03+00:00,376.205,388.68,L7
 2001-11-26 22:06:09+00:00,389.06,376.83000000000004,L7
-2001-12-12 22:06:14+00:00,446.175,376.21,L7
+2001-12-12 22:06:14+00:00,,376.21,L7
 2001-12-28 22:06:14+00:00,390.36,373.3,L7
 2002-02-14 22:06:29+00:00,371.38,378.82,L7
-2002-07-08 22:06:00+00:00,530.69,,L7
 2002-07-24 22:05:50+00:00,379.735,389.56,L7
-2002-11-13 22:05:30+00:00,,,L7
 2002-12-31 22:05:56+00:00,390.215,370.71999999999997,L7
-2003-05-24 22:06:17+00:00,,,L7
 2003-08-28 22:05:57+00:00,386.365,375.42999999999995,L7
 2003-10-31 22:06:00+00:00,392.885,,L7
 2004-02-04 22:06:41+00:00,422.975,386.29,L7
 2004-03-07 22:06:48+00:00,371.75,388.0,L7
 2004-03-23 22:06:52+00:00,376.715,392.01000000000005,L7
 2004-04-08 22:06:49+00:00,381.355,388.74,L7
 2004-05-18 21:58:14+00:00,419.86,379.66999999999996,L5
-2004-05-26 22:06:45+00:00,,,L7
 2004-06-03 21:58:42+00:00,439.95,,L5
-2004-06-11 22:06:38+00:00,,,L7
 2004-07-13 22:06:34+00:00,374.105,,L7
 2004-07-29 22:06:27+00:00,357.75,370.58,L7
-2004-08-22 22:00:48+00:00,,,L5
 2004-08-30 22:06:20+00:00,380.235,395.79999999999995,L7
 2004-11-02 22:06:28+00:00,,376.77000000000004,L7
 2004-11-18 22:06:34+00:00,349.41,365.03,L7
@@ -46,126 +36,86 @@ dates,nzd0013-0000,nzd0013-0001,satname
 2005-02-06 22:07:07+00:00,403.26,378.52000000000004,L7
 2005-02-14 22:04:09+00:00,436.65,396.48,L5
 2005-02-22 22:07:14+00:00,410.165,377.55,L7
-2005-04-03 22:04:40+00:00,,,L5
 2005-04-19 22:04:43+00:00,438.53,380.64,L5
-2005-05-29 22:07:09+00:00,581.855,,L7
 2005-06-06 22:05:05+00:00,431.935,381.11,L5
-2005-06-14 22:07:02+00:00,,,L7
-2005-06-30 22:06:59+00:00,371.57,391.4,L7
-2005-07-24 22:05:27+00:00,,,L5
+2005-06-30 22:06:59+00:00,,391.4,L7
 2005-08-01 22:06:59+00:00,438.695,381.8,L7
-2005-09-02 22:06:46+00:00,368.615,,L7
 2005-09-18 22:06:39+00:00,,389.58,L7
 2005-09-26 22:05:42+00:00,425.74,376.87,L5
 2006-01-08 22:07:25+00:00,,383.09000000000003,L7
-2006-02-01 22:07:49+00:00,359.835,369.94,L5
+2006-02-01 22:07:49+00:00,,369.94,L5
 2006-02-09 22:07:38+00:00,442.965,387.07,L7
 2006-02-17 22:08:11+00:00,424.59,390.99,L5
-2006-03-13 22:07:41+00:00,138.84,,L7
-2006-04-14 22:07:36+00:00,378.675,387.75,L7
+2006-04-14 22:07:36+00:00,,387.75,L7
 2006-05-08 22:09:38+00:00,423.625,380.99,L5
-2006-05-16 22:07:40+00:00,,,L7
 2006-06-17 22:07:34+00:00,449.1,395.7,L7
-2006-06-25 22:10:20+00:00,376.635,383.17,L5
-2006-07-03 22:07:28+00:00,,,L7
-2006-07-19 22:07:20+00:00,361.545,,L7
+2006-06-25 22:10:20+00:00,,383.17,L5
 2006-07-27 22:10:47+00:00,441.645,400.21,L5
-2006-08-12 22:10:59+00:00,382.065,397.32,L5
-2006-11-24 22:07:37+00:00,151.83,,L7
+2006-08-12 22:10:59+00:00,,397.32,L5
 2006-12-10 22:07:44+00:00,373.91,387.58,L7
 2007-02-12 22:08:00+00:00,387.83,380.66,L7
 2007-02-28 22:08:05+00:00,404.225,,L7
-2007-04-01 22:08:07+00:00,,,L7
 2007-05-03 22:08:02+00:00,371.965,385.32000000000005,L7
-2007-07-22 22:07:45+00:00,,,L7
-2007-10-02 22:10:31+00:00,449.145,383.52,L5
+2007-10-02 22:10:31+00:00,,383.52,L5
 2007-10-10 22:07:19+00:00,370.91,379.46000000000004,L7
-2007-11-27 22:07:48+00:00,,,L7
 2007-12-29 22:07:56+00:00,397.29,387.72,L7
-2008-04-03 22:07:44+00:00,,,L7
-2008-06-06 22:07:24+00:00,,,L7
-2008-06-22 22:07:15+00:00,566.86,,L7
-2008-08-09 22:06:47+00:00,,,L7
-2008-08-25 22:06:40+00:00,,,L7
 2008-09-26 22:06:23+00:00,386.75,374.65,L7
 2008-10-12 22:06:13+00:00,401.535,366.3,L7
-2008-11-13 22:06:43+00:00,,,L7
 2008-11-21 22:01:05+00:00,407.69,368.7,L5
-2008-11-29 22:06:55+00:00,,,L7
 2008-12-15 22:07:05+00:00,373.975,374.64,L7
-2008-12-31 22:07:13+00:00,,,L7
-2009-01-24 22:02:55+00:00,433.05,392.46999999999997,L5
+2009-01-24 22:02:55+00:00,,392.46999999999997,L5
 2009-03-21 22:07:47+00:00,380.39,385.13,L7
 2009-05-08 22:08:01+00:00,369.45,379.07,L7
-2009-06-09 22:08:01+00:00,,,L7
 2009-09-29 22:07:43+00:00,360.175,365.7,L7
 2009-10-15 22:07:44+00:00,383.81,375.11,L7
-2010-01-27 22:08:26+00:00,426.38,376.13,L5
+2010-01-27 22:08:26+00:00,,376.13,L5
 2010-02-04 22:09:23+00:00,360.245,366.84000000000003,L7
-2010-02-12 22:08:30+00:00,433.275,383.68,L5
-2010-02-20 22:09:33+00:00,,,L7
-2010-03-24 22:09:46+00:00,,,L7
-2010-05-27 22:09:43+00:00,,,L7
+2010-02-12 22:08:30+00:00,,383.68,L5
 2010-06-12 22:09:43+00:00,378.915,,L7
-2010-06-28 22:09:46+00:00,,,L7
-2010-07-14 22:09:48+00:00,,,L7
-2010-10-02 22:09:49+00:00,477.01,385.32,L7
+2010-10-02 22:09:49+00:00,,385.32,L7
 2010-11-03 22:10:09+00:00,383.35,,L7
 2010-12-05 22:10:32+00:00,427.085,377.29,L7
 2011-01-14 22:07:31+00:00,412.5,379.45,L5
 2011-02-07 22:11:00+00:00,416.86,397.54,L7
 2011-02-15 22:07:34+00:00,428.44,380.01,L5
-2011-02-23 22:11:05+00:00,,,L7
-2011-03-11 22:11:09+00:00,370.595,383.95,L7
-2011-05-30 22:11:11+00:00,369.27,379.77000000000004,L7
+2011-03-11 22:11:09+00:00,,383.95,L7
+2011-05-30 22:11:11+00:00,,379.77000000000004,L7
 2011-07-17 22:11:06+00:00,447.775,408.01,L7
-2011-08-18 22:10:59+00:00,,,L7
 2011-09-11 22:06:09+00:00,419.31,377.75,L5
 2011-09-19 22:10:52+00:00,448.675,391.95000000000005,L7
 2011-10-21 22:10:56+00:00,431.795,382.54999999999995,L7
 2012-02-10 22:11:42+00:00,405.925,391.29,L7
 2012-03-13 22:11:42+00:00,379.305,376.06,L7
-2012-06-01 22:11:59+00:00,,,L7
 2012-10-23 22:13:24+00:00,374.35,380.25,L7
 2012-12-10 22:13:38+00:00,385.205,367.81,L7
 2013-01-11 22:13:44+00:00,368.995,375.23,L7
 2013-01-27 22:13:47+00:00,363.905,379.79,L7
-2013-04-25 22:19:21+00:00,,,L8
 2013-05-03 22:13:30+00:00,364.44,369.95,L7
-2013-05-11 22:19:31+00:00,,,L8
-2013-05-19 22:13:27+00:00,,,L7
-2013-06-20 22:13:13+00:00,438.665,380.49,L7
+2013-06-20 22:13:13+00:00,,380.49,L7
 2013-06-28 22:19:33+00:00,385.885,400.84,L8
 2013-07-06 22:13:02+00:00,371.755,,L7
 2013-07-14 22:19:34+00:00,381.26,399.78,L8
-2013-08-23 22:12:58+00:00,,,L7
 2013-08-31 22:19:38+00:00,377.83,376.82,L8
-2013-09-08 22:13:10+00:00,,,L7
-2014-02-23 22:18:20+00:00,434.805,387.82,L8
+2014-02-23 22:18:20+00:00,,387.82,L8
 2014-05-14 22:17:08+00:00,368.365,380.47,L8
 2014-05-30 22:17:11+00:00,372.46,388.8,L8
 2014-07-01 22:17:22+00:00,369.555,,L8
 2014-07-17 22:17:28+00:00,373.145,390.04,L8
 2014-09-19 22:17:42+00:00,384.66,383.24,L8
-2015-01-25 22:17:32+00:00,,,L8
-2015-02-26 22:17:23+00:00,443.86,392.17,L8
+2015-02-26 22:17:23+00:00,,392.17,L8
 2015-06-02 22:16:44+00:00,352.84,383.8,L8
 2015-07-20 22:17:10+00:00,393.45,406.15000000000003,L8
-2015-08-05 22:17:13+00:00,,,L8
 2015-10-24 22:17:40+00:00,437.235,380.5,L8
 2015-12-11 22:17:42+00:00,428.095,390.52,L8
 2015-12-27 22:17:43+00:00,406.295,382.47999999999996,L8
 2016-01-12 22:17:40+00:00,370.06,379.72,L8
-2016-04-01 22:17:14+00:00,444.165,395.84999999999997,L8
+2016-04-01 22:17:14+00:00,,395.84999999999997,L8
 2016-04-17 22:17:09+00:00,376.865,382.94,L8
 2016-09-08 22:17:48+00:00,447.365,396.16,L8
 2016-09-24 22:17:49+00:00,431.845,384.08,L8
 2016-10-10 22:17:54+00:00,416.785,375.01,L8
 2016-10-26 22:17:56+00:00,449.61,383.58,L8
 2016-11-27 22:17:56+00:00,406.005,372.38,L8
-2016-12-29 22:17:49+00:00,,,L8
-2017-01-30 22:17:38+00:00,,,L8
-2017-03-03 22:17:25+00:00,,,L8
 2017-04-20 22:16:59+00:00,379.425,386.8,L8
 2017-06-07 22:17:15+00:00,365.49,387.62,L8
 2017-07-09 22:17:23+00:00,375.315,,L8
@@ -174,16 +124,13 @@ dates,nzd0013-0000,nzd0013-0001,satname
 2018-02-02 22:17:27+00:00,364.16,380.36,L8
 2018-04-07 22:16:59+00:00,366.43,390.53000000000003,L8
 2018-04-23 22:16:49+00:00,379.255,384.63,L8
-2018-05-09 22:16:40+00:00,,,L8
 2018-05-25 22:16:28+00:00,350.465,373.18,L8
-2018-06-26 22:16:36+00:00,435.245,389.9,L8
+2018-06-26 22:16:36+00:00,,389.9,L8
 2018-07-12 22:16:44+00:00,379.42,391.5,L8
-2018-07-28 22:16:51+00:00,,,L8
 2018-11-17 22:17:31+00:00,416.785,377.76,L8
 2018-12-19 22:17:28+00:00,415.625,381.81,L8
 2019-01-04 22:17:27+00:00,423.1,391.5,L8
 2019-02-05 22:17:21+00:00,364.13,388.52,L8
-2019-03-09 22:17:13+00:00,,,L8
 2019-03-25 22:17:09+00:00,371.39,389.87,L8
 2019-04-26 22:16:59+00:00,375.095,389.74,L8
 2019-05-28 22:17:17+00:00,373.665,383.56,L8
@@ -196,29 +143,24 @@ dates,nzd0013-0000,nzd0013-0001,satname
 2020-03-11 22:17:28+00:00,368.45,390.87,L8
 2020-03-27 22:17:20+00:00,372.8,396.63,L8
 2020-07-01 22:17:22+00:00,367.485,,L8
-2020-07-17 22:17:28+00:00,,,L8
 2020-08-02 22:17:33+00:00,356.23,376.57,L8
-2020-09-03 22:17:46+00:00,399.255,404.83,L8
-2020-12-08 22:17:57+00:00,,,L8
-2021-01-25 22:17:44+00:00,445.9,388.91,L8
-2021-04-15 22:17:16+00:00,,,L8
+2020-09-03 22:17:46+00:00,,404.83,L8
+2021-01-25 22:17:44+00:00,,388.91,L8
 2021-05-01 22:17:07+00:00,367.85,397.78999999999996,L8
 2021-05-17 22:17:12+00:00,366.68,393.74,L8
 2021-06-18 22:17:27+00:00,376.845,390.79,L8
 2021-07-04 22:17:29+00:00,341.97,372.98,L8
 2021-08-21 22:17:46+00:00,348.815,374.62,L8
 2021-11-09 22:17:58+00:00,363.925,393.91,L8
-2021-12-19 22:17:52+00:00,,,L9
 2022-01-04 22:17:52+00:00,363.24,380.09,L9
 2022-01-20 22:17:51+00:00,361.535,377.99,L9
-2022-02-21 22:17:43+00:00,,,L9
 2022-05-12 22:17:13+00:00,371.7,381.46,L9
 2022-06-05 22:17:39+00:00,369.39,398.63,L8
-2022-06-13 22:17:12+00:00,419.865,391.5,L9
+2022-06-13 22:17:12+00:00,,391.5,L9
 2022-06-21 22:17:48+00:00,353.315,386.32,L8
 2022-07-15 22:17:24+00:00,369.34,393.32,L9
-2022-07-31 22:17:39+00:00,430.85,406.68,L9
-2022-08-08 22:18:05+00:00,426.54,388.04,L8
+2022-07-31 22:17:39+00:00,,406.68,L9
+2022-08-08 22:18:05+00:00,,388.04,L8
 2022-09-09 22:18:11+00:00,367.305,384.93,L8
 2023-01-15 22:17:53+00:00,420.705,381.96,L8
 2023-01-31 22:17:58+00:00,416.23,385.51000000000005,L8
@@ -230,10 +172,9 @@ dates,nzd0013-0000,nzd0013-0001,satname
 2023-03-28 22:17:33+00:00,408.04,377.63,L9
 2023-04-13 22:17:27+00:00,383.945,390.21000000000004,L9
 2023-05-15 22:17:12+00:00,375.55,380.75,L9
-2023-06-16 22:16:54+00:00,434.045,388.21,L9
+2023-06-16 22:16:54+00:00,,388.21,L9
 2023-06-24 22:17:06+00:00,370.11,393.28,L8
 2023-07-02 22:17:05+00:00,444.32,391.17,L9
-2023-07-10 22:17:17+00:00,,,L8
 2023-07-26 22:17:23+00:00,442.145,392.05,L8
 2023-09-12 22:17:38+00:00,441.535,388.19,L8
 2023-09-20 22:17:40+00:00,405.08,388.32,L9
@@ -243,14 +184,12 @@ dates,nzd0013-0000,nzd0013-0001,satname
 2023-11-15 22:17:47+00:00,378.6,387.03,L8
 2024-01-10 22:17:52+00:00,396.67,369.8,L9
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 2024-03-30 22:17:36+00:00,365.69,390.58000000000004,L9
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-2024-05-17 22:17:03+00:00,463.34,386.22,L9
+2024-05-17 22:17:03+00:00,,386.22,L9
 2024-05-25 22:16:38+00:00,368.72,388.47999999999996,L8
-2024-06-26 22:16:52+00:00,,,L8
 2024-07-12 22:17:00+00:00,363.42,387.26,L8