{
"cells": [
{
"cell_type": "markdown",
"id": "0",
"metadata": {},
"source": [
"# Demo: Applying Quality Control.\n",
"In this example, we apply Quality Control (QC) on the demo data. "
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "1",
"metadata": {},
"outputs": [],
"source": [
"import metobs_toolkit"
]
},
{
"cell_type": "markdown",
"id": "2",
"metadata": {},
"source": [
"## Create your dataset\n",
"We start by creating a dataset."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "3",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"Luchtdruk is present in the datafile, but not found in the template! This column will be ignored.\n",
"Neerslagintensiteit is present in the datafile, but not found in the template! This column will be ignored.\n",
"Neerslagsom is present in the datafile, but not found in the template! This column will be ignored.\n",
"Rukwind is present in the datafile, but not found in the template! This column will be ignored.\n",
"Luchtdruk_Zeeniveau is present in the datafile, but not found in the template! This column will be ignored.\n",
"Globe Temperatuur is present in the datafile, but not found in the template! This column will be ignored.\n",
"The following columns are present in the data file, but not in the template! They are skipped!\n",
" ['Rukwind', 'Luchtdruk_Zeeniveau', 'Globe Temperatuur', 'Neerslagsom', 'Luchtdruk', 'Neerslagintensiteit']\n",
"The following columns are found in the metadata, but not in the template and are therefore ignored: \n",
"['sponsor', 'stad', 'Network', 'benaming']\n"
]
}
],
"source": [
"\n",
"# Create the dataset and import data using the demo files\n",
"dataset = metobs_toolkit.Dataset()\n",
"dataset.import_data_from_file(\n",
" template_file=metobs_toolkit.demo_template,\n",
" input_data_file=metobs_toolkit.demo_datafile,\n",
" input_metadata_file=metobs_toolkit.demo_metadatafile,\n",
")"
]
},
{
"cell_type": "markdown",
"id": "4",
"metadata": {},
"source": [
"When importing raw data, there are two quality control checks that are applied by default:\n",
"\n",
" * Duplicate timestamp check: The timestamps are checked for duplicates, if a duplicate is detected, the timestamp is ignored. This will result in a gap.\n",
" * Invalid value check: All observations are casted to a numeric value. If the raw \n",
" value could not be converted to a numeric value, the timestamp is ignored. This will result in a gap.\n",
"\n",
"We can inspect the outliers at any time using the ``.outliersdf`` attribute.\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "5",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.microsoft.datawrangler.viewer.v0+json": {
"columns": [
{
"name": "('datetime', 'obstype', 'name')",
"rawType": "object",
"type": "string"
},
{
"name": "value",
"rawType": "object",
"type": "string"
},
{
"name": "label",
"rawType": "object",
"type": "string"
},
{
"name": "details",
"rawType": "object",
"type": "string"
}
],
"ref": "941b2243-7cdf-4c4c-91a3-93a48b636110",
"rows": [],
"shape": {
"columns": 3,
"rows": 0
}
},
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
"
\n",
"
\n",
"
\n",
"
value
\n",
"
label
\n",
"
details
\n",
"
\n",
"
\n",
"
datetime
\n",
"
obstype
\n",
"
name
\n",
"
\n",
"
\n",
"
\n",
"
\n",
" \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
"Empty DataFrame\n",
"Columns: [value, label, details]\n",
"Index: []"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dataset.outliersdf"
]
},
{
"cell_type": "markdown",
"id": "6",
"metadata": {},
"source": [
"An empyt outliers dataframe indicates that there aren't any outliers found (yet). "
]
},
{
"cell_type": "markdown",
"id": "7",
"metadata": {},
"source": [
"\n",
"## Quality Control Checks\n",
"\n",
"In the MetObs_toolkit a set of quality-control checks are implemented. Each check aims at finding outliers based on different techniques. In general we can group QC checks in two: the individual and social checks. Individual checks take only the timeseries to check into account. In social check, the timeseries of other sensors are taken into account to test the quality of a target timeseries.\n",
"\n",
"\n",
"The following (individual) checks are available:\n",
"\n",
"* ``Dataset.gross_value_check()``: A threshold check that observations should be between the thresholds\n",
"* ``Dataset.persistence_check()``: Test observations to change over a specific period.\n",
"* ``Dataset.repetitions_check()``: Test if an observation changes after several records.\n",
"* ``Dataset.step_check()``: Test if observations do not produce spikes in time series.\n",
"* ``Dataset.window_variation_check()``: Test if the variation exceeds the threshold in moving time windows.\n",
"\n",
"\n",
"*Note*: For a detailed description we refer to the API documentation of the methods.\n",
"*Note*: All these checks can be applied on ``Dataset`` and ``Station`` objects.\n",
"\n",
"The following (social) checks are available:\n",
"* ``Dataset.buddy_check()``: Spatial buddy check.\n",
"* ``Dataset.buddy_check_with_safetynets()`` Spatial buddy check with safetynets.\n",
"\n",
"*Note*: The social checks can only be applied on ``Dataset`` objects.\n",
"\n",
"*Note*: In previous versions of the MetObs-toolkit, the [Titanlib](https://github.com/metno/titanlib/) package was used for QC. Since this complicated the installation, the link with Titanlib is dropped.\n",
"\n"
]
},
{
"cell_type": "markdown",
"id": "8",
"metadata": {},
"source": [
"### QC pipline on temperature observations\n",
"\n",
"As an example we apply a QC pipeline on temperature observations. Since some check depends on the time resolution, it is highly recommended to resample your data before applying QC.\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "9",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"The present gaps are removed, new gaps are constructed for wind_speed data of station vlinder02..\n",
"The present gaps are removed, new gaps are constructed for wind_direction data of station vlinder02..\n",
"The present gaps are removed, new gaps are constructed for humidity data of station vlinder02..\n",
"The present gaps are removed, new gaps are constructed for temp data of station vlinder02..\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/src/metobs_toolkit/qc_collection/repetitions_check.py:78: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" groups.get_group(\n"
]
}
],
"source": [
"target = 'temp'\n",
"\n",
"#Resampling\n",
"dataset.resample(target_freq='10min')\n",
"\n",
"#1. gross value check\n",
"dataset.gross_value_check(\n",
" obstype=target,\n",
" lower_threshold=-10.0,\n",
" upper_threshold=26.3)\n",
"\n",
"#2. persistence check\n",
"dataset.persistence_check(\n",
" obstype=target,\n",
" timewindow='60min',\n",
" min_records_per_window=3)\n",
"\n",
"#3. repetitions check\n",
"dataset.repetitions_check(\n",
" obstype=target,\n",
" max_N_repetitions=5\n",
")\n",
"\n",
"#4. repetitions check\n",
"dataset.step_check(\n",
" obstype=target,\n",
" max_increase_per_second = 8.0 / 3600.0, #depends on standard unit! \n",
" max_decrease_per_second = -10.0 / 3600.0) #depends on standard unit! \n",
"\n",
"#5. window variation check\n",
"dataset.window_variation_check(\n",
" obstype=target,\n",
" timewindow='60min',\n",
" min_records_per_window=3,\n",
" max_increase_per_second=8.0 / 3600.0, #depends on standard unit! \n",
" max_decrease_per_second = -10.0 / 3600.0, #depends on standard unit! \n",
" )"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "10",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/thoverga/.cache/pypoetry/virtualenvs/metobs-toolkit-o8p8H99O-py3.11/lib/python3.11/site-packages/numpy/_core/fromnumeric.py:57: FutureWarning: 'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 'DataFrame.transpose' instead.\n",
" return bound(*args, **kwds)\n",
"/home/thoverga/.cache/pypoetry/virtualenvs/metobs-toolkit-o8p8H99O-py3.11/lib/python3.11/site-packages/numpy/_core/fromnumeric.py:57: FutureWarning: 'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 'DataFrame.transpose' instead.\n",
" return bound(*args, **kwds)\n",
"/home/thoverga/.cache/pypoetry/virtualenvs/metobs-toolkit-o8p8H99O-py3.11/lib/python3.11/site-packages/numpy/_core/fromnumeric.py:57: FutureWarning: 'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 'DataFrame.transpose' instead.\n",
" return bound(*args, **kwds)\n"
]
}
],
"source": [
"# 6. buddy check\n",
"\n",
"#Note: This check can only be applied on a Dataset\n",
"\n",
"dataset.buddy_check(\n",
" obstype=target,\n",
" #main check settings\n",
" spatial_buddy_radius=15000, #15km definition of buddy radius\n",
" spatial_z_threshold=2.0, #outlier threshold\n",
" #requirements\n",
" min_sample_size=5,\n",
" max_alt_diff=None, # Maximum elevation difference between stations\n",
" N_iter=3, #Number of iterations\n",
" instantaneous_tolerance='4min', #Max timestamp tolerance for 'at the same time'\n",
" lapserate=None, #Specify the variation with altitude, if None no correction is applied\n",
" min_std=1.0, # Minimum standard deviation\n",
")"
]
},
{
"cell_type": "markdown",
"id": "11",
"metadata": {},
"source": [
"Each check tests all the observation temperature records, and marked as outlier. These outliers are not checked by the next QC check. \n",
"\n",
"When a record is marked as an outlier:\n",
" * It is added to the set of outliers. (See ``Dataset.outliersdf``)\n",
" * It value is set to NaN in the timeseries. (See ``Dataset.df``)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "12",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.microsoft.datawrangler.viewer.v0+json": {
"columns": [
{
"name": "('datetime', 'obstype', 'name')",
"rawType": "object",
"type": "unknown"
},
{
"name": "value",
"rawType": "float32",
"type": "float"
},
{
"name": "label",
"rawType": "object",
"type": "string"
},
{
"name": "details",
"rawType": "object",
"type": "string"
}
],
"ref": "d6334a54-930c-4bb4-81c6-94a17d66042c",
"rows": [
[
"(Timestamp('2022-09-01 00:00:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 00:10:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 00:20:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 00:30:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 00:40:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 00:50:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 01:00:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 01:10:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 01:20:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 01:30:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 01:40:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 01:40:00+0000', tz='UTC'), 'temp', 'vlinder25')",
"17.1",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 01:50:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 01:50:00+0000', tz='UTC'), 'temp', 'vlinder25')",
"17.1",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 02:00:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 02:00:00+0000', tz='UTC'), 'temp', 'vlinder25')",
"17.1",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 02:10:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 02:10:00+0000', tz='UTC'), 'temp', 'vlinder19')",
"17.4",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 02:10:00+0000', tz='UTC'), 'temp', 'vlinder25')",
"17.1",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 02:20:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 02:20:00+0000', tz='UTC'), 'temp', 'vlinder19')",
"17.4",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 02:20:00+0000', tz='UTC'), 'temp', 'vlinder25')",
"17.1",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 02:30:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 02:30:00+0000', tz='UTC'), 'temp', 'vlinder19')",
"17.4",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 02:30:00+0000', tz='UTC'), 'temp', 'vlinder25')",
"17.1",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 02:40:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 02:40:00+0000', tz='UTC'), 'temp', 'vlinder19')",
"17.4",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 02:50:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 02:50:00+0000', tz='UTC'), 'temp', 'vlinder19')",
"17.4",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 03:00:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 03:00:00+0000', tz='UTC'), 'temp', 'vlinder19')",
"17.4",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 03:10:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 03:20:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 03:30:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 03:40:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 03:50:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 04:00:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 04:10:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 04:20:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 04:30:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 04:40:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 04:50:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 05:00:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 05:10:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 05:20:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"persistence outlier",
""
],
[
"(Timestamp('2022-09-01 05:50:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"21.1",
"buddy check outlier",
"detail_msg: Outlier at vlinder05 with chi value 2.00, is part of ['vlinder01', 'vlinder02', 'vlinder05', 'vlinder25', 'vlinder27', 'vlinder28'], with mean: 16.15, std: 2.47. (iteration 1/3)"
],
[
"(Timestamp('2022-09-01 06:00:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"16.2",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 06:10:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"16.2",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 06:20:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"16.2",
"repetitions outlier",
""
],
[
"(Timestamp('2022-09-01 06:30:00+0000', tz='UTC'), 'temp', 'vlinder05')",
"16.2",
"persistence outlier",
""
]
],
"shape": {
"columns": 3,
"rows": 15723
}
},
"text/html": [
"
"
],
"text/plain": [
" value label\n",
"datetime \n",
"2022-09-01 00:00:00+00:00 21.1 persistence outlier\n",
"2022-09-01 00:10:00+00:00 21.1 persistence outlier\n",
"2022-09-01 00:20:00+00:00 21.1 persistence outlier\n",
"2022-09-01 00:30:00+00:00 21.1 persistence outlier\n",
"2022-09-01 00:40:00+00:00 21.1 persistence outlier\n",
"... ... ...\n",
"2022-09-15 23:10:00+00:00 17.4 persistence outlier\n",
"2022-09-15 23:20:00+00:00 17.4 persistence outlier\n",
"2022-09-15 23:30:00+00:00 17.4 persistence outlier\n",
"2022-09-15 23:40:00+00:00 17.4 persistence outlier\n",
"2022-09-15 23:50:00+00:00 17.4 persistence outlier\n",
"\n",
"[2160 rows x 2 columns]"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#Values are set to NaN in the timeseries\n",
"\n",
"#Filter to temperature records of a problematic station as illustration.\n",
"dataset.df.xs('vlinder05', level='name').xs('temp', level='obstype')"
]
},
{
"cell_type": "markdown",
"id": "14",
"metadata": {},
"source": [
"We can visually see the effect of QC by plotting the timeseries, and specifying to colorby the label."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "15",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"dataset.make_plot(obstype=target,\n",
" colorby='label',\n",
" title='Timeseries after QC pipeline is applied on temperature')"
]
},
{
"cell_type": "markdown",
"id": "16",
"metadata": {},
"source": [
"If you are interested in the performance of the applied QC, you can use the ``get_qc_stats()`` method to get an overview of the frequency statistics."
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "17",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = dataset.get_qc_stats(obstype=target,\n",
" make_plot=True)"
]
},
{
"cell_type": "markdown",
"id": "fbdad0f2",
"metadata": {},
"source": [
"## Advanced: Protecting Specific Records with WhiteSet\n",
"\n",
"In some cases, you may know that certain observations are valid despite appearing anomalous (e.g., verified extreme weather events, station-specific conditions). The `WhiteSet` class allows you to protect such records from being flagged as outliers while still including them in all QC calculations.\n",
"\n",
"All quality control checks accept a `whiteset` parameter.\n",
"\n",
"**Example:**"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "fc615b7c",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING::Luchtdruk is present in the datafile, but not found in the template! This column will be ignored.\n",
"WARNING::Neerslagintensiteit is present in the datafile, but not found in the template! This column will be ignored.\n",
"WARNING::Neerslagsom is present in the datafile, but not found in the template! This column will be ignored.\n",
"WARNING::Rukwind is present in the datafile, but not found in the template! This column will be ignored.\n",
"WARNING::Luchtdruk_Zeeniveau is present in the datafile, but not found in the template! This column will be ignored.\n",
"WARNING::Globe Temperatuur is present in the datafile, but not found in the template! This column will be ignored.\n",
"WARNING::The following columns are present in the data file, but not in the template! They are skipped!\n",
" ['Rukwind', 'Luchtdruk_Zeeniveau', 'Globe Temperatuur', 'Neerslagsom', 'Luchtdruk', 'Neerslagintensiteit']\n",
"WARNING::The following columns are found in the metadata, but not in the template and are therefore ignored: \n",
"['sponsor', 'stad', 'Network', 'benaming']\n",
"WARNING::The present gaps are removed, new gaps are constructed for wind_speed data of station vlinder02..\n",
"WARNING::The present gaps are removed, new gaps are constructed for wind_direction data of station vlinder02..\n",
"WARNING::The present gaps are removed, new gaps are constructed for humidity data of station vlinder02..\n",
"WARNING::The present gaps are removed, new gaps are constructed for temp data of station vlinder02..\n"
]
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import pandas as pd\n",
"dataset = metobs_toolkit.Dataset()\n",
"dataset.import_data_from_file(\n",
" template_file=metobs_toolkit.demo_template,\n",
" input_data_file=metobs_toolkit.demo_datafile,\n",
" input_metadata_file=metobs_toolkit.demo_metadatafile,\n",
")\n",
"dataset.resample(target_freq='1h')\n",
"\n",
"# Create a WhiteSet to protect specific timestamps\n",
"protected_times = pd.date_range(start='2022-09-03 12:00',\n",
" end='2022-09-05 16:00', freq='1h', tz='UTC')\n",
"whiteset = metobs_toolkit.WhiteSet(pd.Index(protected_times, name='datetime'))\n",
"\n",
"# Apply QC with whitelisting\n",
"dataset.gross_value_check(\n",
" obstype='temp',\n",
" lower_threshold=0.0,\n",
" upper_threshold=20.3,\n",
" whiteset=whiteset # Protected records won't be flagged\n",
")\n",
"dataset.make_plot(obstype='temp',\n",
" colorby='label')"
]
},
{
"cell_type": "markdown",
"id": "14cb6d63",
"metadata": {},
"source": [
"**For detailed information and examples**, see the page on [Using WhiteSet for Quality Control](../topics/using_whitesets.ipynb) in the topics section."
]
},
{
"cell_type": "markdown",
"id": "18",
"metadata": {},
"source": [
"## Important notes on QC\n",
"\n",
"1. The settings use in this demo example are illustrative.\n",
"2. The settings to use depends on:\n",
" * The climate and season for the gross value check\n",
" * The time frequency of your observations, thus apply resample before the QC pipeline\n",
" * The observation type.\n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.11.5"
}
},
"nbformat": 4,
"nbformat_minor": 5
}