Create variable aqiwd

Process Step

Description Compute target variable ‘aqiwd’ based on ‘aqiwdpm10’; ‘aqiwdpm2_5’; ‘aqiwdso2’; ‘aqiwdno2; ‘aqiwdo3’ by date and region. The maximum value across the source variables becomes the value of the target variable

This step uses a script written in Python3.


Diagram of the Process Step

digraph Diagram { graph [ stylesheet="../_static/custom.css" fontnames = "svg" # "... rock solid standards compliant SVG", see: https://graphviz.org/faq/font/#what-about-svg-fonts rankdir="LR" nodesep="0.15" tooltip=" " ]; node [ fontname="sans-serif" ]; Step [ shape="rect" style="filled, rounded" width="3" height="0.8" fontcolor="white" fillcolor="#4363d8" fontsize="13pt" label="Create variable aqiwd\n(current process step)" tooltip=" " ]; # input parameter parameter_7d6e0e95_572c_40a5_82e4_bc51a2a68c77 [ shape="rect" style="filled" width="2" height="0.1" fontcolor="blue" fontsize="10pt" URL="https://ess-search.nsd.no/en/variable/c9ae5e2b-376b-436d-abd8-f86879f8dc45" target="_blank" label=<<i>Variable date:</i><br/>Date> tooltip="Input parameter for current process step" fillcolor="#ffe119" ]; parameter_7d6e0e95_572c_40a5_82e4_bc51a2a68c77:e -> Step:w [ minlen="2" ]; # previous step step_70b92d2b_cc0a_44a7_9b1b_1e84084f4c50 [ shape="rect" style="filled, rounded" width="2" height="0.075" fontcolor="white" fillcolor="#4363d8" fontsize="10pt" label="Create variable date" URL="../step_70b92d2b-cc0a-44a7-9b1b-1e84084f4c50.html" target="_parent" tooltip="Previous process step:\nUse variables 'DatetimeBegin' and 'DatetimeEnd' to create variable 'date'." ]; step_70b92d2b_cc0a_44a7_9b1b_1e84084f4c50:e -> parameter_7d6e0e95_572c_40a5_82e4_bc51a2a68c77:w [ minlen="2" ]; parameter_87419b24_5963_48e7_8db9_0c6edf44bce6 [ shape="rect" style="filled" width="2" height="0.1" fontcolor="blue" fontsize="10pt" URL="https://ess-search.nsd.no/en/variable/99d07034-b859-4c28-801e-6accb5e9f9da" target="_blank" label=<<i>Variable region:</i><br/>Region> tooltip="Input parameter for current process step" fillcolor="#ffe119" ]; parameter_87419b24_5963_48e7_8db9_0c6edf44bce6:e -> Step:w [ minlen="2" ]; parameter_83ef6dcf_2d56_4fd6_94e1_8cbbdca65f55 [ shape="rect" style="filled" width="2" height="0.1" fontcolor="blue" fontsize="10pt" URL="https://ess-search.nsd.no/en/variable/06107588-d36d-43c2-be89-b4659999c0c4" target="_blank" label=<<i>Variable aqiwdpm10:</i><br/>Worst air quality index<br/>level PM10, date> tooltip="Input parameter for current process step" fillcolor="#ffe119" ]; parameter_83ef6dcf_2d56_4fd6_94e1_8cbbdca65f55:e -> Step:w [ minlen="2" ]; # previous step step_e5719aa7_5c9f_4e8c_b8b2_ff3b6bb1e6c2 [ shape="rect" style="filled, rounded" width="2" height="0.075" fontcolor="white" fillcolor="#4363d8" fontsize="10pt" label="Create variable aqiwdpm10" URL="../step_e5719aa7-5c9f-4e8c-b8b2-ff3b6bb1e6c2.html" target="_parent" tooltip="Previous process step:\nCompute target variable 'aqiwdpm10' starting from variables 'Concentration' and 'AirPollutant = PM10' for each background station. Compute where 'AirQualityStation' has values for the pollutant. Find 'Concentration' value at the 99th percentile for the pollutant. Create EEA Air Quality Index where PM10: 0 to 20 eq 'Good' represented by value '0'; 20 to 40 eq 'Fair' represented by value '1'; 40 to 50 eq 'Moderate' represented by value '2'; 50 to 100 eq 'Poor' represented by value '3'; 100 to 150 eq 'Very Poor' represented by value '4'; 150 to 1200 eq 'Extremely poor' represented by value '5'. The worst air quality level measured on a specific date on one of the background stations in the region provides values to the variable." ]; step_e5719aa7_5c9f_4e8c_b8b2_ff3b6bb1e6c2:e -> parameter_83ef6dcf_2d56_4fd6_94e1_8cbbdca65f55:w [ minlen="2" ]; parameter_046a6012_3f1e_4945_8e57_7d24b4b9a73f [ shape="rect" style="filled" width="2" height="0.1" fontcolor="blue" fontsize="10pt" URL="https://ess-search.nsd.no/en/variable/48622b44-b269-4183-9bbc-af8c6885252a" target="_blank" label=<<i>Variable aqiwdpm2_5:</i><br/>Worst air quality index<br/>level PM2.5, date> tooltip="Input parameter for current process step" fillcolor="#ffe119" ]; parameter_046a6012_3f1e_4945_8e57_7d24b4b9a73f:e -> Step:w [ minlen="2" ]; # previous step step_8e76387e_0a01_4282_89bc_9db776546f98 [ shape="rect" style="filled, rounded" width="2" height="0.075" fontcolor="white" fillcolor="#4363d8" fontsize="10pt" label="Create variable aqiwdpm2_5" URL="../step_8e76387e-0a01-4282-89bc-9db776546f98.html" target="_parent" tooltip="Previous process step:\nCompute target variable 'aqiwdpm2_5' starting from variables 'Concentration' and 'AirPollutant = PM2.5' for each background station. Compute where 'AirQualityStation' has values for the pollutant. Find 'Concentration' value at the 99th percentile for the pollutant. Create EEA Air Quality Index where PM2.5: 0 to 10 eq 'Good' represented by value '0'; 10 to 20 eq 'Fair' represented by value '1'; 20 to 25 eq 'Moderate' represented by value '2'; 25 to 50 eq 'Poor' represented by value '3'; 50 to 75 eq 'Very Poor' represented by value '4'; 75 to 800 eq 'Extremely poor' represented by value '5'. The worst air quality level measured on a specific day on one of the background stations in the region provides values to the variable." ]; step_8e76387e_0a01_4282_89bc_9db776546f98:e -> parameter_046a6012_3f1e_4945_8e57_7d24b4b9a73f:w [ minlen="2" ]; parameter_5d1db345_d4d5_4d64_a3dd_fd2e7d8c8e50 [ shape="rect" style="filled" width="2" height="0.1" fontcolor="blue" fontsize="10pt" URL="https://ess-search.nsd.no/en/variable/5e5337ea-78db-4368-a73f-a7b7d8b273c1" target="_blank" label=<<i>Variable aqiwdso2:</i><br/>Worst air quality index<br/>level SO2, date> tooltip="Input parameter for current process step" fillcolor="#ffe119" ]; parameter_5d1db345_d4d5_4d64_a3dd_fd2e7d8c8e50:e -> Step:w [ minlen="2" ]; # previous step step_920f3b9b_6aa2_4a33_aa15_fa41b3c45ee3 [ shape="rect" style="filled, rounded" width="2" height="0.075" fontcolor="white" fillcolor="#4363d8" fontsize="10pt" label="Create variable aqiwdso2" URL="../step_920f3b9b-6aa2-4a33-aa15-fa41b3c45ee3.html" target="_parent" tooltip="Previous process step:\nCompute target variable 'aqiwdso2' starting from variables 'Concentration' and 'AirPollutant = SO2' for each background station. Compute where 'AirQualityStation' has values for the pollutant. Find 'Concentration' value at the 99th percentile for the pollutant. Create EEA Air Quality Index where SO2: 0 to 100 eq 'Good' represented by value '0'; 100 to 200 eq 'Fair' represented by value '1'; 200 to 350 eq 'Moderate' represented by value '2'; 350 to 500 eq 'Poor' represented by value '3'; 500 to 750 eq 'Very Poor' represented by value '4'; 750 to 1250 eq 'Extremely poor' represented by value '5'. The worst air quality level measured on a specific day on one of the background stations in the region provides values to the variable." ]; step_920f3b9b_6aa2_4a33_aa15_fa41b3c45ee3:e -> parameter_5d1db345_d4d5_4d64_a3dd_fd2e7d8c8e50:w [ minlen="2" ]; parameter_0cb5b141_7c62_4d67_84a5_9c4a6e3cb8d1 [ shape="rect" style="filled" width="2" height="0.1" fontcolor="blue" fontsize="10pt" URL="https://ess-search.nsd.no/en/variable/d72f021d-bb04-4b0f-bcca-d8d28daaf6d1" target="_blank" label=<<i>Variable aqiwdno2:</i><br/>Worst air quality index<br/>level NO2, date> tooltip="Input parameter for current process step" fillcolor="#ffe119" ]; parameter_0cb5b141_7c62_4d67_84a5_9c4a6e3cb8d1:e -> Step:w [ minlen="2" ]; # previous step step_5d4a2d9d_54f8_419e_a4b5_4ef2223dceaa [ shape="rect" style="filled, rounded" width="2" height="0.075" fontcolor="white" fillcolor="#4363d8" fontsize="10pt" label="Create variable aqiwdno2" URL="../step_5d4a2d9d-54f8-419e-a4b5-4ef2223dceaa.html" target="_parent" tooltip="Previous process step:\nCompute target variable 'aqiwdno2' starting from variables 'Concentration' and 'AirPollutant = NO2' for each background station. Compute where 'AirQualityStation' has values for the pollutant. Find 'Concentration' value at the 99th percentile for the pollutant. Create EEA Air Quality Index where NO2: 0 to 40 eq 'Good' represented by value '0'; 40 to 90 eq 'Fair' represented by value '1'; 90 to 120 eq 'Moderate' represented by value '2'; 120 to 230 eq 'Poor' represented by value '3'; 230 to 340 eq 'Very Poor' represented by value '4'; 340 to 1000 eq 'Extremely Poor' represented by value '5'. The worst air quality level measured on a specific day on one of the background stations in the region provides values to the variable." ]; step_5d4a2d9d_54f8_419e_a4b5_4ef2223dceaa:e -> parameter_0cb5b141_7c62_4d67_84a5_9c4a6e3cb8d1:w [ minlen="2" ]; parameter_b5ee4a8f_84ea_4b17_8e3a_0f7146cc6f6a [ shape="rect" style="filled" width="2" height="0.1" fontcolor="blue" fontsize="10pt" URL="https://ess-search.nsd.no/en/variable/56904641-4c6d-48c4-be32-272f166689a3" target="_blank" label=<<i>Variable aqiwdo3:</i><br/>Worst air quality index<br/>level O3, date> tooltip="Input parameter for current process step" fillcolor="#ffe119" ]; parameter_b5ee4a8f_84ea_4b17_8e3a_0f7146cc6f6a:e -> Step:w [ minlen="2" ]; # previous step step_03e16b5f_7876_4d78_bc64_23e16cfd4500 [ shape="rect" style="filled, rounded" width="2" height="0.075" fontcolor="white" fillcolor="#4363d8" fontsize="10pt" label="Create variable aqiwdo3" URL="../step_03e16b5f-7876-4d78-bc64-23e16cfd4500.html" target="_parent" tooltip="Previous process step:\nCompute target variable 'aqiwdo3' starting from variables 'Concentration' and 'AirPollutant = O3' for each background station. Compute where 'AirQualityStation' has values for the pollutant. Find 'Concentration' value at the 99th percentile for the pollutant. Create EEA Air Quality Index where O3: 0 to 50 eq 'Good' represented by value '0', 50 to 100 eq 'Fair' represented by value '1'; 100 to 130 eq 'Moderate' represented by value '2'; 130 to 240 eq 'Poor' represented by value '3'; 2040 to 380 eq 'Very poor' represented by value '4'; 380 to 800 eq 'Extremely poor' represented by value '5'. The average of the worst air quality level measured on a specific day on each of the background stations in the region provides values to the variable." ]; step_03e16b5f_7876_4d78_bc64_23e16cfd4500:e -> parameter_b5ee4a8f_84ea_4b17_8e3a_0f7146cc6f6a:w [ minlen="2" ]; # output parameter parameter_977a1c8e_2fe5_4a2f_bba9_7b7f2a663ee8 [ shape="rect" style="filled" width="2" height="0.1" fontcolor="blue" fontsize="10pt" URL="https://ess-search.nsd.no/en/variable/1cf81dad-0ec7-405a-b1ce-cc98da722d0d" target="_blank" label=<<i>Variable aqiwd:</i><br/>Worst air quality index<br/>level across pollutants, date> tooltip="Output parameter for current process step" fillcolor="#dcbeff" ]; Step:e -> parameter_977a1c8e_2fe5_4a2f_bba9_7b7f2a663ee8:w [ minlen="2" ]; }


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