From 5f9962836225140a7ab124f5fe43885ca4f26f33 Mon Sep 17 00:00:00 2001 From: unknown Date: Thu, 26 Oct 2023 14:40:00 +0100 Subject: [PATCH 1/3] add notebook to plot shear of e06 --- ...ata Model and the brightwind library.ipynb | 415 ++++++++++++++++++ 1 file changed, 415 insertions(+) create mode 100644 tools/Plotting the shear profile of the E06 floating lidar data utilising the WRA Data Model and the brightwind library.ipynb diff --git a/tools/Plotting the shear profile of the E06 floating lidar data utilising the WRA Data Model and the brightwind library.ipynb b/tools/Plotting the shear profile of the E06 floating lidar data utilising the WRA Data Model and the brightwind library.ipynb new file mode 100644 index 0000000..a70a27b --- /dev/null +++ b/tools/Plotting the shear profile of the E06 floating lidar data utilising the WRA Data Model and the brightwind library.ipynb @@ -0,0 +1,415 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "8bf6ab34", + "metadata": {}, + "source": [ + "
\n", + " \n", + "# Plotting the shear profile of the E06 floating lidar data utilising the WRA Data Model and the brightwind library\n", + "## by\n", + "## Stephen Holleran (BrightWind), 26-Oct-2023\n", + "\n", + "
\n", + "\n", + "\n", + "This is a notebook demonstrating some of the benefits of the Task 43 WRA Data Model using it with real data and the brightwind Python library. The brightwind library is an open-source Python library specifically developed for processing wind resource data. It can be installed using `pip install brightwind` and it's GitHub repo here: https://github.com/brightwind-dev/brightwind\n", + "\n", + "The timeseries data used here is publicly available for download at: https://oswbuoysny.resourcepanorama.dnv.com/.\n", + "The WRA Data Model formatted JSON file for the E06 floating lidar was created by Daniel Nuno of Eolos and can be found in the 'demo_data' folder of this repository.\n", + "\n", + "This Notebook builds on the [Notebook](https://github.com/IEA-Task-43/digital_wra_data_standard/blob/e590563e9f6d6987c5f267055f0b542be0970f2e/tools/2023%20Workshop%20-%20Floating%20Lidar%20Demo%20-%20Daniel%20Nuno.ipynb) presented by Daniel Nuno (Eolos) during the [2023 Workshop](https://github.com/IEA-Task-43/digital_wra_data_standard/wiki/Presentations)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "da225df5", + "metadata": {}, + "outputs": [], + "source": [ + "import brightwind as bw\n", + "import pandas as pd\n", + "import pprint as pp" + ] + }, + { + "cell_type": "markdown", + "id": "57f6f279", + "metadata": {}, + "source": [ + "## Load in WRA Data Model file\n", + "\n", + "Create a measurement station object using the E06 floating lidar WRA Data Model formatted JSON file produced by Eolos." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a3ae274f", + "metadata": {}, + "outputs": [], + "source": [ + "e06_data_model_file = '../demo_data/E06_wraMetaData.json' # this file is located in the 'demo_data' folder of the GitHub repository.\n", + "meas_sta = bw.MeasurementStation(e06_data_model_file)" + ] + }, + { + "cell_type": "markdown", + "id": "5e148e0e", + "metadata": {}, + "source": [ + "### Show the measurement station's high level info along with the vertical profiler properties" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "80990387", + "metadata": {}, + "outputs": [], + "source": [ + "meas_sta.get_table()" + ] + }, + { + "cell_type": "markdown", + "id": "30b92625", + "metadata": {}, + "source": [ + "The Name and Lat, Long values can be seen in the top half of the table. The bottom half contains the two vertical profiler\n", + "properties used in this measurement campaign. One is for the lidar itself and the other is for an ADCP which is mounted underneath the buoy pointing down towards the sea floor.\n", + "\n", + "Note the `Device Datum Plane Height [m]` for the lidar is stated as 1.6 m above mean sea level.\n", + "\n", + "### Show all the logger configurations that exist for this station" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5a0eeb75", + "metadata": {}, + "outputs": [], + "source": [ + "meas_sta.logger_main_configs.get_table()" + ] + }, + { + "cell_type": "markdown", + "id": "16c71472", + "metadata": {}, + "source": [ + "### Show all the measurements been made by this station" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "140f2275", + "metadata": {}, + "outputs": [], + "source": [ + "meas_sta.measurements.get_table()" + ] + }, + { + "cell_type": "markdown", + "id": "1f3bbfb5", + "metadata": {}, + "source": [ + "There are far to many rows for the dataframe to display so we can filter for just the horizontal wind speeds." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "374c7a50", + "metadata": {}, + "outputs": [], + "source": [ + "meas_sta.measurements.get_table(wind_speeds=True)" + ] + }, + { + "cell_type": "markdown", + "id": "0f6e19ae", + "metadata": {}, + "source": [ + "You can see all the lidar measurements start with the highest and working down in elevation. The last one is the onboard met station that is mounted on the buoy itself.\n", + "\n", + "## Load the timeseries data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6086ad9c", + "metadata": {}, + "outputs": [], + "source": [ + "data = bw.load_csv('E06_Hudson_South_10_min_avg_20190904_20220327.csv', engine='python').apply(pd.to_numeric, \n", + " errors='coerce')\n", + "data.columns = data.columns.str.strip()" + ] + }, + { + "cell_type": "markdown", + "id": "c3663f97", + "metadata": {}, + "source": [ + "Normally loading a csv into the brightwind library would be as simple as `bw.load_csv('filename.csv')`. However, due to poor formatting of the timeseries data file downloaded directly from the above link there are few extra things to do to read this in properly.\n", + "1. `engine='python'` is added due to the 3 leading character spaces before the 'NaN' values, Pandas throws an error as it thinks there are multiple data types, strings and numeric in the one column.\n", + "1. Also, due to this we need to force this to a numeric by using `.apply(pd.to_numeric, errors='coerce')`\n", + "1. Finally, the column names for some reason have a leading space which needs to be stripped out using `data.columns.str.strip()`. \n", + "\n", + "Thanks to Daniel Nuno of Eolos for solving these issues." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "63ece44e", + "metadata": {}, + "outputs": [], + "source": [ + "data" + ] + }, + { + "cell_type": "markdown", + "id": "139953b7", + "metadata": {}, + "source": [ + "### Get the wind speeds and related heights from the data model\n", + "The brightwind recommended method to assemble raw timeseries data files is to use the measurement point name as the \n", + "column name in the resulting assembled file and not the raw column names. The raw column names can mean different things throughout a full measurement campaign. For example a raw column name of 'Ch1_Avg' may be wired to an anemometer mounted at 80 m. However, half way through the campaign a 60 m anemometer was wired to 'Ch1_Avg' instead. An assembled data file using 'Ch1_Avg' as the column name would now have wind speeds from 80 m and then switching to 60 m. The analyst would need to split this column of data. Using the measurement point name instead when assembling the daily files will already account for this splitting and provide a data file with a column name, for example, of 'Wspd_80m'. This could be used by the analyst immediately without any further splitting and rejigging.\n", + "\n", + "To account for this, the function below will find the correct column name and associated measurement heights which can then be used in the shear plot." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "655e2cf2", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "def get_wspd_avg_cols_and_heights(measurements_data_model, min_height=0, max_height=1000):\n", + " '''\n", + " Get the wind speed average column names and associated heights.\n", + " Can filter for a height range.\n", + " Returns a tuple of list of column names and heights (tuple(list, list)).\n", + " '''\n", + " wspd_avg_col_names = []\n", + " wspd_avg_col_names_heights = []\n", + " for meas in measurements_data_model:\n", + " if meas.get('measurement_type_id') == 'wind_speed' and min_height <= meas.get('height_m') <= max_height:\n", + " wspd_avg_col_names_heights.append(meas.get('height_m'))\n", + " for column_name in meas.get('logger_measurement_config')[0].get('column_name'):\n", + " if column_name.get('statistic_type_id') == 'avg':\n", + " wspd_avg_col_names.append(column_name.get('column_name'))\n", + " return (wspd_avg_col_names, wspd_avg_col_names_heights)" + ] + }, + { + "cell_type": "markdown", + "id": "af9aa024", + "metadata": {}, + "source": [ + "Use the function to get the raw data column name heights for wind speeds and their associated heights. This is filtered by height to drop the met station wind speed which is mounted on the buoy at 1.4 m." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3c0f1b7d", + "metadata": {}, + "outputs": [], + "source": [ + "wspd_avg_col_names, wspd_avg_col_names_heights = get_wspd_avg_cols_and_heights(meas_sta.measurements.data_model, \n", + " min_height=20)\n", + "\n", + "print(\"Wind speed data column names:\")\n", + "pp.pp(wspd_avg_col_names)\n", + "print(\"\\nAssociated wind speed heights:\")\n", + "pp.pp(wspd_avg_col_names_heights)" + ] + }, + { + "cell_type": "markdown", + "id": "1fcf5fca", + "metadata": {}, + "source": [ + "Note that the data column name contains a height, e.g. _'lidar_lidar18m_Z10_HorizWS'_ of 18 m, which is different to the height of the measurement point. This 2 m height difference is to account for the lidar mounted on the buoy which is floating above the 'mean_sea_level' and the height of the device itself. As noted in the first table the `Device Datum Plane Height [m]` was stated as 1.6 m above mean sea level. " + ] + }, + { + "cell_type": "markdown", + "id": "827c1204", + "metadata": {}, + "source": [ + "## Plot the shear" + ] + }, + { + "cell_type": "markdown", + "id": "f054900f", + "metadata": {}, + "source": [ + "### Plot the average shear profile" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cfeb9e16", + "metadata": {}, + "outputs": [], + "source": [ + "average_power_law = bw.Shear.Average(data[wspd_avg_col_names], wspd_avg_col_names_heights)" + ] + }, + { + "cell_type": "markdown", + "id": "ba42880d", + "metadata": {}, + "source": [ + "The above plot shows the average shear profile for this station. The average shear value, alpha, can be extracted from the resulting object as show below." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8841a26b", + "metadata": {}, + "outputs": [], + "source": [ + "print('The average shear alpha value for this station is: ', round(average_power_law.alpha, 2))" + ] + }, + { + "cell_type": "markdown", + "id": "403313f4", + "metadata": {}, + "source": [ + "### Plot shear by direction sector\n", + "\n", + "For this plot a single wind direction measurement is required. The below function selects the first, which is the top most, wind speed and wind direction measurements. You can of course overwrite this." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6e761eb1", + "metadata": {}, + "outputs": [], + "source": [ + "# wspd_main = meas_sta.measurements.wspd_names[0]\n", + "# wdir_main = meas_sta.measurements.wdir_names[0]\n", + "wspd_main = wspd_avg_col_names[5]\n", + "wdir_main = 'lidar_lidar18m_WD_alg_03'\n", + "print('The main wind speed measurement for plotting is set to:\\t\\t{}'.format(wspd_main))\n", + "print('The main wind direction measurement for plotting is set to:\\t{}'.format(wdir_main))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ded2e9f9", + "metadata": {}, + "outputs": [], + "source": [ + "shear_by_sec_obj_pw_law = bw.Shear.BySector(data[wspd_avg_col_names], \n", + " wspd_avg_col_names_heights, \n", + " data[wdir_main], calc_method='power_law')" + ] + }, + { + "cell_type": "markdown", + "id": "4bc4b224", + "metadata": {}, + "source": [ + "The above plot shows how the shear alpha value can change depending on the direction of the wind flow. Also show is how frequent the wind blows from each direction sector so you can assess if a high shear value from a particular direction has a big impact.\n", + "\n", + "### Shear plot by time of day" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dfa72268", + "metadata": {}, + "outputs": [], + "source": [ + "shear_by_time_of_day_obj_pw_law = bw.Shear.TimeOfDay(data[wspd_avg_col_names], wspd_avg_col_names_heights, \n", + " calc_method='power_law')" + ] + }, + { + "cell_type": "markdown", + "id": "bc29b550", + "metadata": {}, + "source": [ + "The above plot shows the daily profile of the shear alpha value for each calendar month. This shows a more diurnal effect during the summer months thant the winter ones.\n", + "\n", + "An alternative view of this plot is shown below as a heatmap." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c6e59da8", + "metadata": {}, + "outputs": [], + "source": [ + "shear_by_time_of_day_obj_pw_law = bw.Shear.TimeOfDay(data[wspd_avg_col_names], wspd_avg_col_names_heights, \n", + " calc_method='power_law', plot_type='12x24')" + ] + }, + { + "cell_type": "markdown", + "id": "f5d4e89f", + "metadata": {}, + "source": [ + "## Conclusions\n", + "\n", + "The above work shows how useful the WRA Data Model can be in developing automated workflows along with the use of the brightwind library. In this particular case there were some modifications needed to be performed on the data which was outside of our control. Nevertheless, this demonstrates the possibilities when the format of the timeseries data received can be controlled.\n", + "\n", + "Obviously, what is missing in this workflow are the quality control checks and cleaning of the timeseries data. Therefore, treat any results from this sample workflow with caution" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fb598d33", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 44f3d52ded95cbc42ef3b4efec897596d452169f Mon Sep 17 00:00:00 2001 From: unknown Date: Thu, 9 Nov 2023 14:03:55 +0000 Subject: [PATCH 2/3] render notebook --- ...ata Model and the brightwind library.ipynb | 1186 ++++++++++++++++- 1 file changed, 1158 insertions(+), 28 deletions(-) diff --git a/tools/Plotting the shear profile of the E06 floating lidar data utilising the WRA Data Model and the brightwind library.ipynb b/tools/Plotting the shear profile of the E06 floating lidar data utilising the WRA Data Model and the brightwind library.ipynb index a70a27b..10c9133 100644 --- a/tools/Plotting the shear profile of the E06 floating lidar data utilising the WRA Data Model and the brightwind library.ipynb +++ b/tools/Plotting the shear profile of the E06 floating lidar data utilising the WRA Data Model and the brightwind library.ipynb @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "da225df5", "metadata": {}, "outputs": [], @@ -46,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "a3ae274f", "metadata": {}, "outputs": [], @@ -65,10 +65,102 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "80990387", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
 12
NameE06E06
Latitude [ddeg]39.54500039.545000
Longitude [ddeg]-73.429500-73.429500
Measurement Station Typefloating_lidarfloating_lidar
NotesEOLOS Floating Lidar buoy EOL-FLS200.EOLOS Floating Lidar buoy EOL-FLS200.
Device Datum Plane Height [m]1.600000-0.800000
Height Referencemean_sea_levelmean_sea_level
Device Vertical Orientationupwarddownward
Vert. Prof. Prop. NotesThe ZXLidars ZX300M has 10 heights configured.The ADCP Nortek Signature 500 has 22 cells, with a cell size of 2.7 m and a blanking distance of 2.2 m.
Date From2019-09-04T00:00:002019-09-04T00:00:00
Date To2022-03-28T00:00:002022-03-28T00:00:00
Vert. Prof. Prop. Date of Update2023-08-25T13:00:002023-08-25T13:00:00
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 12345
Logger Serial NumberE06ZX844ZX10091029992007
Logger Model NameEOL-FLS200ZX300MZX300MSignature 500AIM3+ WAVE
Logger OEMOtherZX LidarsZX LidarsNortekOther
Logger NameE06-BuoyE06-Lidar-1E06-Lidar-2E06-ADCPE06-WAVE
Logger Firmware Versioninternal:v24 - PostProcessing:V.1.0.1v2.2020v2.2031v1.4.4093.2205_14/163v3.9.8
Offset From UTC [hr]00000
Sampling Rate [s]11114
Averaging Period [min]101010320
Timestamp at End of PeriodFalseFalseFalseFalseFalse
Clock is Auto-SyncedTrueTrueTrueTrueTrue
NotesPre-deployment verification info: NOAH (UK), 2019-08-01, DNV. Successfully passed with all stage 3 requirements.Performance verification info: PERSHORE (UK), 2019-02-26, DNV. Successfully passed at all treated levels.Performance verification info: PERSHORE (UK), 2020-07-09, DNV. Successfully passed at all treated levels.The ADCP sensor sends data every 10 minutes.The Wave sensor sends data every 60 minutes.
Data Transfer DetailsIridiumnannannannan
Date From2019-09-04T00:00:002019-09-04T00:00:002021-01-13T00:00:002019-09-04T00:00:002019-09-04T00:00:00
Date To2022-03-28T00:00:002021-01-13T00:00:002022-03-28T00:00:002022-03-28T00:00:002022-03-28T00:00:00
Date of Update2023-08-25T13:00:002023-08-25T13:00:002023-08-25T13:00:002023-08-25T13:00:002023-08-25T13:00:00
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Measurement TypeHeight [m]Height Reference
Name
LIDAR200m_WdSpdHorwind_speed200.0mean_sea_level
LIDAR180m_WdSpdHorwind_speed180.0mean_sea_level
LIDAR160m_WdSpdHorwind_speed160.0mean_sea_level
LIDAR140m_WdSpdHorwind_speed140.0mean_sea_level
LIDAR120m_WdSpdHorwind_speed120.0mean_sea_level
............
ADCP_WtrCurrDirwater_direction-57.0mean_sea_level
ADCP_WtrCurrSpdwater_speed-59.7mean_sea_level
ADCP_WtrCurrDirwater_direction-59.7mean_sea_level
ADCP_WtrCurrSpdwater_speed-62.4mean_sea_level
ADCP_WtrCurrDirwater_direction-62.4mean_sea_level
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Sensor OEMSensor ModelSensor Serial NumberHeight [m]Date FromDate To
Name
LIDAR200m_WdSpdHor---200.02019-09-04T00:00:002022-03-28T00:00:00
LIDAR180m_WdSpdHor---180.02019-09-04T00:00:002022-03-28T00:00:00
LIDAR160m_WdSpdHor---160.02019-09-04T00:00:002022-03-28T00:00:00
LIDAR140m_WdSpdHor---140.02019-09-04T00:00:002022-03-28T00:00:00
LIDAR120m_WdSpdHor---120.02019-09-04T00:00:002022-03-28T00:00:00
LIDAR100m_WdSpdHor---100.02019-09-04T00:00:002022-03-28T00:00:00
LIDAR80m_WdSpdHor---80.02019-09-04T00:00:002022-03-28T00:00:00
LIDAR60m_WdSpdHor---60.02019-09-04T00:00:002022-03-28T00:00:00
LIDAR40m_WdSpdHor---40.02019-09-04T00:00:002022-03-28T00:00:00
LIDAR20m_WdSpdHor---20.02019-09-04T00:00:002022-03-28T00:00:00
WdSpdHorSurfVaisalaWXT536S13408031.42019-09-04T00:00:002022-03-28T00:00:00
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lidar_lidar18m_Z10_HorizWSlidar_lidar18m_Z10_StdDevWSlidar_lidar18m_Z10_MaxWSlidar_lidar18m_Z10_MinWslidar_lidar18m_WD_alg_03lidar_lidar18m_Z10_VertWslidar_lidar18m_Z10_InfoFlaglidar_lidar18m_Z10_StatFlaglidar_lidar18m_Z10_Packetslidar_lidar18m_Z10_TurbInt...AHRS_AHRSroll_MaxAHRS_AHRSroll_MinAHRS_AHRSpitch_MaxAHRS_AHRSpitch_MinAHRS_AHRSyaw_MaxAHRS_AHRSyaw_Minbuoy_status_CR6S_batt_Avgbuoy_status_GPSlatbuoy_status_GPSlongFLS200_S/N
timestamp
2019-09-04 00:00:003.73580.35534.66343.0609111.41890.03354.00.036.00.1063...3.426-4.3043.435-4.4292.395-2.49813.0039.5467-73.4294NaN
2019-09-04 00:10:003.74140.39684.77793.0644111.98390.04364.00.037.00.1165...3.635-4.3593.003-4.9703.814-2.77513.0139.5467-73.4294NaN
2019-09-04 00:20:003.81010.22254.37463.3881121.4773-0.02684.00.038.00.0702...4.345-3.9913.552-4.6612.811-4.79513.0139.5467-73.4294NaN
2019-09-04 00:30:003.69570.28274.31183.2210121.70320.04224.00.036.00.0883...4.444-4.0824.313-4.2272.314-2.51513.0239.5467-73.4294NaN
2019-09-04 00:40:004.19090.29654.75923.5252133.3029-0.00264.00.038.00.0826...3.624-3.8794.137-4.0833.434-2.45913.0239.5467-73.4294NaN
..................................................................
2022-03-27 23:10:0015.55891.558718.769612.9719300.94029998.000036.00.032.00.1108...7.718-8.97014.220-11.7307.296-10.97012.9039.5463-73.4279NaN
2022-03-27 23:20:0013.83071.431216.029210.7607307.72389998.000036.00.036.00.1139...10.310-10.48013.220-10.60011.400-14.02012.9039.5463-73.4279NaN
2022-03-27 23:30:0015.64631.790019.103112.2359305.64839998.000036.00.033.00.1239...8.410-13.18010.110-10.04011.520-7.49712.9139.5463-73.4279NaN
2022-03-27 23:40:0015.87351.629519.872813.2443303.08689998.000036.00.037.00.1131...8.230-11.22010.660-10.8307.945-12.70012.9039.5463-73.4279NaN
2022-03-27 23:50:0016.36681.327119.189413.2050298.05379998.000036.00.032.00.0927...8.590-10.45014.050-12.5206.520-10.00012.8439.5463-73.4279NaN
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126755 rows × 119 columns

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" + ], + "text/plain": [ + " lidar_lidar18m_Z10_HorizWS lidar_lidar18m_Z10_StdDevWS \\\n", + "timestamp \n", + "2019-09-04 00:00:00 3.7358 0.3553 \n", + "2019-09-04 00:10:00 3.7414 0.3968 \n", + "2019-09-04 00:20:00 3.8101 0.2225 \n", + "2019-09-04 00:30:00 3.6957 0.2827 \n", + "2019-09-04 00:40:00 4.1909 0.2965 \n", + "... ... ... \n", + "2022-03-27 23:10:00 15.5589 1.5587 \n", + "2022-03-27 23:20:00 13.8307 1.4312 \n", + "2022-03-27 23:30:00 15.6463 1.7900 \n", + "2022-03-27 23:40:00 15.8735 1.6295 \n", + "2022-03-27 23:50:00 16.3668 1.3271 \n", + "\n", + " lidar_lidar18m_Z10_MaxWS lidar_lidar18m_Z10_MinWs \\\n", + "timestamp \n", + "2019-09-04 00:00:00 4.6634 3.0609 \n", + "2019-09-04 00:10:00 4.7779 3.0644 \n", + "2019-09-04 00:20:00 4.3746 3.3881 \n", + "2019-09-04 00:30:00 4.3118 3.2210 \n", + "2019-09-04 00:40:00 4.7592 3.5252 \n", + "... ... ... \n", + "2022-03-27 23:10:00 18.7696 12.9719 \n", + "2022-03-27 23:20:00 16.0292 10.7607 \n", + "2022-03-27 23:30:00 19.1031 12.2359 \n", + "2022-03-27 23:40:00 19.8728 13.2443 \n", + "2022-03-27 23:50:00 19.1894 13.2050 \n", + "\n", + " lidar_lidar18m_WD_alg_03 lidar_lidar18m_Z10_VertWs \\\n", + "timestamp \n", + "2019-09-04 00:00:00 111.4189 0.0335 \n", + "2019-09-04 00:10:00 111.9839 0.0436 \n", + "2019-09-04 00:20:00 121.4773 -0.0268 \n", + "2019-09-04 00:30:00 121.7032 0.0422 \n", + "2019-09-04 00:40:00 133.3029 -0.0026 \n", + "... ... ... \n", + "2022-03-27 23:10:00 300.9402 9998.0000 \n", + "2022-03-27 23:20:00 307.7238 9998.0000 \n", + "2022-03-27 23:30:00 305.6483 9998.0000 \n", + "2022-03-27 23:40:00 303.0868 9998.0000 \n", + "2022-03-27 23:50:00 298.0537 9998.0000 \n", + "\n", + " lidar_lidar18m_Z10_InfoFlag lidar_lidar18m_Z10_StatFlag \\\n", + "timestamp \n", + "2019-09-04 00:00:00 4.0 0.0 \n", + "2019-09-04 00:10:00 4.0 0.0 \n", + "2019-09-04 00:20:00 4.0 0.0 \n", + "2019-09-04 00:30:00 4.0 0.0 \n", + "2019-09-04 00:40:00 4.0 0.0 \n", + "... ... ... \n", + "2022-03-27 23:10:00 36.0 0.0 \n", + "2022-03-27 23:20:00 36.0 0.0 \n", + "2022-03-27 23:30:00 36.0 0.0 \n", + "2022-03-27 23:40:00 36.0 0.0 \n", + "2022-03-27 23:50:00 36.0 0.0 \n", + "\n", + " lidar_lidar18m_Z10_Packets lidar_lidar18m_Z10_TurbInt \\\n", + "timestamp \n", + "2019-09-04 00:00:00 36.0 0.1063 \n", + "2019-09-04 00:10:00 37.0 0.1165 \n", + "2019-09-04 00:20:00 38.0 0.0702 \n", + "2019-09-04 00:30:00 36.0 0.0883 \n", + "2019-09-04 00:40:00 38.0 0.0826 \n", + "... ... ... \n", + "2022-03-27 23:10:00 32.0 0.1108 \n", + "2022-03-27 23:20:00 36.0 0.1139 \n", + "2022-03-27 23:30:00 33.0 0.1239 \n", + "2022-03-27 23:40:00 37.0 0.1131 \n", + "2022-03-27 23:50:00 32.0 0.0927 \n", + "\n", + " ... AHRS_AHRSroll_Max AHRS_AHRSroll_Min \\\n", + "timestamp ... \n", + "2019-09-04 00:00:00 ... 3.426 -4.304 \n", + "2019-09-04 00:10:00 ... 3.635 -4.359 \n", + "2019-09-04 00:20:00 ... 4.345 -3.991 \n", + "2019-09-04 00:30:00 ... 4.444 -4.082 \n", + "2019-09-04 00:40:00 ... 3.624 -3.879 \n", + "... ... ... ... \n", + "2022-03-27 23:10:00 ... 7.718 -8.970 \n", + "2022-03-27 23:20:00 ... 10.310 -10.480 \n", + "2022-03-27 23:30:00 ... 8.410 -13.180 \n", + "2022-03-27 23:40:00 ... 8.230 -11.220 \n", + "2022-03-27 23:50:00 ... 8.590 -10.450 \n", + "\n", + " AHRS_AHRSpitch_Max AHRS_AHRSpitch_Min AHRS_AHRSyaw_Max \\\n", + "timestamp \n", + "2019-09-04 00:00:00 3.435 -4.429 2.395 \n", + "2019-09-04 00:10:00 3.003 -4.970 3.814 \n", + "2019-09-04 00:20:00 3.552 -4.661 2.811 \n", + "2019-09-04 00:30:00 4.313 -4.227 2.314 \n", + "2019-09-04 00:40:00 4.137 -4.083 3.434 \n", + "... ... ... ... \n", + "2022-03-27 23:10:00 14.220 -11.730 7.296 \n", + "2022-03-27 23:20:00 13.220 -10.600 11.400 \n", + "2022-03-27 23:30:00 10.110 -10.040 11.520 \n", + "2022-03-27 23:40:00 10.660 -10.830 7.945 \n", + "2022-03-27 23:50:00 14.050 -12.520 6.520 \n", + "\n", + " AHRS_AHRSyaw_Min buoy_status_CR6S_batt_Avg \\\n", + "timestamp \n", + "2019-09-04 00:00:00 -2.498 13.00 \n", + "2019-09-04 00:10:00 -2.775 13.01 \n", + "2019-09-04 00:20:00 -4.795 13.01 \n", + "2019-09-04 00:30:00 -2.515 13.02 \n", + "2019-09-04 00:40:00 -2.459 13.02 \n", + "... ... ... \n", + "2022-03-27 23:10:00 -10.970 12.90 \n", + "2022-03-27 23:20:00 -14.020 12.90 \n", + "2022-03-27 23:30:00 -7.497 12.91 \n", + "2022-03-27 23:40:00 -12.700 12.90 \n", + "2022-03-27 23:50:00 -10.000 12.84 \n", + "\n", + " buoy_status_GPSlat buoy_status_GPSlong FLS200_S/N \n", + "timestamp \n", + "2019-09-04 00:00:00 39.5467 -73.4294 NaN \n", + "2019-09-04 00:10:00 39.5467 -73.4294 NaN \n", + "2019-09-04 00:20:00 39.5467 -73.4294 NaN \n", + "2019-09-04 00:30:00 39.5467 -73.4294 NaN \n", + "2019-09-04 00:40:00 39.5467 -73.4294 NaN \n", + "... ... ... ... \n", + "2022-03-27 23:10:00 39.5463 -73.4279 NaN \n", + "2022-03-27 23:20:00 39.5463 -73.4279 NaN \n", + "2022-03-27 23:30:00 39.5463 -73.4279 NaN \n", + "2022-03-27 23:40:00 39.5463 -73.4279 NaN \n", + "2022-03-27 23:50:00 39.5463 -73.4279 NaN \n", + "\n", + "[126755 rows x 119 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data" ] @@ -191,7 +1231,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "655e2cf2", "metadata": { "scrolled": true @@ -225,10 +1265,31 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "3c0f1b7d", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Wind speed data column names:\n", + "['lidar_lidar18m_Z10_HorizWS',\n", + " 'lidar_lidar38m_Z10_HorizWS',\n", + " 'lidar_lidar58m_Z10_HorizWS',\n", + " 'lidar_lidar78m_Z10_HorizWS',\n", + " 'lidar_lidar98m_Z10_HorizWS',\n", + " 'lidar_lidar118m_Z10_HorizWS',\n", + " 'lidar_lidar138m_Z10_HorizWS',\n", + " 'lidar_lidar158m_Z10_HorizWS',\n", + " 'lidar_lidar178m_Z10_HorizWS',\n", + " 'lidar_lidar198m_Z10_HorizWS']\n", + "\n", + "Associated wind speed heights:\n", + "[20.0, 40.0, 60.0, 80.0, 100.0, 120.0, 140.0, 160.0, 180.0, 200.0]\n" + ] + } + ], "source": [ "wspd_avg_col_names, wspd_avg_col_names_heights = get_wspd_avg_cols_and_heights(meas_sta.measurements.data_model, \n", " min_height=20)\n", @@ -265,10 +1326,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "cfeb9e16", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "average_power_law = bw.Shear.Average(data[wspd_avg_col_names], wspd_avg_col_names_heights)" ] @@ -283,10 +1357,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "8841a26b", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The average shear alpha value for this station is: 0.11\n" + ] + } + ], "source": [ "print('The average shear alpha value for this station is: ', round(average_power_law.alpha, 2))" ] @@ -303,10 +1385,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "6e761eb1", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The main wind speed measurement for plotting is set to:\t\tlidar_lidar118m_Z10_HorizWS\n", + "The main wind direction measurement for plotting is set to:\tlidar_lidar18m_WD_alg_03\n" + ] + } + ], "source": [ "# wspd_main = meas_sta.measurements.wspd_names[0]\n", "# wdir_main = meas_sta.measurements.wdir_names[0]\n", @@ -318,10 +1409,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "ded2e9f9", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "shear_by_sec_obj_pw_law = bw.Shear.BySector(data[wspd_avg_col_names], \n", " wspd_avg_col_names_heights, \n", @@ -340,10 +1444,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "dfa72268", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "shear_by_time_of_day_obj_pw_law = bw.Shear.TimeOfDay(data[wspd_avg_col_names], wspd_avg_col_names_heights, \n", " calc_method='power_law')" @@ -361,10 +1478,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "c6e59da8", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "shear_by_time_of_day_obj_pw_law = bw.Shear.TimeOfDay(data[wspd_avg_col_names], wspd_avg_col_names_heights, \n", " calc_method='power_law', plot_type='12x24')" From b836d8cefbbcbe8fee9001fdd24250096ed02ff9 Mon Sep 17 00:00:00 2001 From: unknown Date: Thu, 9 Nov 2023 14:13:30 +0000 Subject: [PATCH 3/3] add comment about FLS200_SN converted to NaN --- ...tilising the WRA Data Model and the brightwind library.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tools/Plotting the shear profile of the E06 floating lidar data utilising the WRA Data Model and the brightwind library.ipynb b/tools/Plotting the shear profile of the E06 floating lidar data utilising the WRA Data Model and the brightwind library.ipynb index 10c9133..4057f29 100644 --- a/tools/Plotting the shear profile of the E06 floating lidar data utilising the WRA Data Model and the brightwind library.ipynb +++ b/tools/Plotting the shear profile of the E06 floating lidar data utilising the WRA Data Model and the brightwind library.ipynb @@ -728,7 +728,7 @@ "source": [ "Normally loading a csv into the brightwind library would be as simple as `bw.load_csv('filename.csv')`. However, due to poor formatting of the timeseries data file downloaded directly from the above link there are few extra things to do to read this in properly.\n", "1. `engine='python'` is added due to the 3 leading character spaces before the 'NaN' values, Pandas throws an error as it thinks there are multiple data types, strings and numeric in the one column.\n", - "1. Also, due to this we need to force this to a numeric by using `.apply(pd.to_numeric, errors='coerce')`\n", + "1. Also, due to this we need to force this to a numeric by using `.apply(pd.to_numeric, errors='coerce')`. Unfortunately this also converts the column 'FLS200_S/N', which is the buoy's serial number, to be NaN. For this example this is acceptable as the serial number is not used.\n", "1. Finally, the column names for some reason have a leading space which needs to be stripped out using `data.columns.str.strip()`. \n", "\n", "Thanks to Daniel Nuno of Eolos for solving these issues."