Total particle counts from OPC
import act
import numpy as np
import xarray as xr
import matplotlib.pyplot as plt
username = 'rppoland18'
token = '3127641b73e77c24'
datastream = 'gucaosopcS2.b1'
startdate = '2021-10-27'
enddate = '2023-06-16'
result = act.discovery.download_arm_data(username, token, datastream, startdate, enddate)
[DOWNLOADING] gucaosopcS2.b1.20221203.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20221204.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20221206.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20221205.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20230416.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20221202.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20230613.042214.nc
[DOWNLOADING] gucaosopcS2.b1.20221201.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20221201.192954.nc
[DOWNLOADING] gucaosopcS2.b1.20230211.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20230614.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20230415.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20230615.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20221206.034912.nc
[DOWNLOADING] gucaosopcS2.b1.20221207.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20221209.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20221105.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20221104.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20221108.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20221026.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20221105.050917.nc
[DOWNLOADING] gucaosopcS2.b1.20221105.202509.nc
[DOWNLOADING] gucaosopcS2.b1.20221105.211645.nc
[DOWNLOADING] gucaosopcS2.b1.20221105.200941.nc
[DOWNLOADING] gucaosopcS2.b1.20221107.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20221105.204541.nc
[DOWNLOADING] gucaosopcS2.b1.20221105.210115.nc
[DOWNLOADING] gucaosopcS2.b1.20221027.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20221028.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20221028.173923.nc
[DOWNLOADING] gucaosopcS2.b1.20221106.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20221101.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20221015.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20221008.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20221002.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20221002.193524.nc
[DOWNLOADING] gucaosopcS2.b1.20221002.180951.nc
[DOWNLOADING] gucaosopcS2.b1.20220926.142423.nc
[DOWNLOADING] gucaosopcS2.b1.20220926.150300.nc
[DOWNLOADING] gucaosopcS2.b1.20220926.172232.nc
[DOWNLOADING] gucaosopcS2.b1.20220926.175429.nc
[DOWNLOADING] gucaosopcS2.b1.20220926.181730.nc
[DOWNLOADING] gucaosopcS2.b1.20220926.183147.nc
[DOWNLOADING] gucaosopcS2.b1.20220926.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20221003.152936.nc
[DOWNLOADING] gucaosopcS2.b1.20221003.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20221004.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20221016.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220927.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20221018.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20221004.081236.nc
[DOWNLOADING] gucaosopcS2.b1.20220928.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20221019.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20221005.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220929.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20221006.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20221009.183950.nc
[DOWNLOADING] gucaosopcS2.b1.20221009.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20221009.185520.nc
[DOWNLOADING] gucaosopcS2.b1.20221017.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20221012.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20221011.174931.nc
[DOWNLOADING] gucaosopcS2.b1.20221011.175848.nc
[DOWNLOADING] gucaosopcS2.b1.20221011.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20221020.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20221013.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220930.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20221022.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20221021.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20221029.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20221030.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20221023.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20221102.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20221212.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20221213.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20221103.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20221024.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20221025.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20221031.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220830.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220919.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220905.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220903.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220907.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220906.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220913.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20230212.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20230420.131100.nc
[DOWNLOADING] gucaosopcS2.b1.20230420.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220915.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220908.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220918.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220909.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220923.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220916.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220910.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220922.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220911.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220921.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220912.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220914.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220917.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20221014.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220924.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20221001.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220925.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220815.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220815.201838.nc
[DOWNLOADING] gucaosopcS2.b1.20220816.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220817.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220818.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220819.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220820.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220821.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220822.161025.nc
[DOWNLOADING] gucaosopcS2.b1.20220824.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220826.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220822.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220823.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220825.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220828.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220827.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220829.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20221211.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20221211.200710.nc
[DOWNLOADING] gucaosopcS2.b1.20220901.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220902.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220904.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220920.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20221210.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20221208.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20230417.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20230418.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20230213.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20230421.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20230214.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20230422.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20221007.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20221010.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220923.201402.nc
[DOWNLOADING] gucaosopcS2.b1.20221126.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20230205.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20230206.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20230201.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20230131.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20221117.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20221117.141602.nc
[DOWNLOADING] gucaosopcS2.b1.20220317.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220225.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220515.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20211210.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220516.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220226.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220531.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220407.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220403.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220110.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220628.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220607.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220316.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220530.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220517.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220608.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220429.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20211124.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211103.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220318.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20211030.172710.nc
[DOWNLOADING] gucaosopcS2.b1.20211029.235116.nc
[DOWNLOADING] gucaosopcS2.b1.20211217.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220404.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20211108.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220423.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220223.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220208.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220224.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211104.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220201.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220609.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220406.183844.nc
[DOWNLOADING] gucaosopcS2.b1.20220405.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211030.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220315.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220406.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20211102.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20211106.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220623.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220603.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211031.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220512.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220111.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220629.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220511.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211128.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220206.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220330.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220408.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220117.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220227.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211212.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220510.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220207.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211216.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220624.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220422.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220604.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220124.201240.nc
[DOWNLOADING] gucaosopcS2.b1.20211211.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211213.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220602.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20211123.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220409.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211129.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20211029.220910.nc
[DOWNLOADING] gucaosopcS2.b1.20220119.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220310.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211120.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220601.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20211215.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220513.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220622.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220621.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220519.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220427.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220625.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20211108.173339.nc
[DOWNLOADING] gucaosopcS2.b1.20220314.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20211122.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220118.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211108.174411.nc
[DOWNLOADING] gucaosopcS2.b1.20220228.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211121.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220116.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220222.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220209.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220130.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20211109.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220626.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220221.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211230.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20211027.175606.nc
[DOWNLOADING] gucaosopcS2.b1.20211214.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220131.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211107.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220312.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220518.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220220.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220224.202705.nc
[DOWNLOADING] gucaosopcS2.b1.20220311.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220514.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220203.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220114.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220402.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211219.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220606.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220605.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220112.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220205.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220424.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20211127.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220313.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220113.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220319.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211231.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220426.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20211113.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220509.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220627.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220331.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220620.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220202.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220420.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211029.170004.nc
[DOWNLOADING] gucaosopcS2.b1.20220428.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211218.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220115.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220421.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220425.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20211125.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220204.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211126.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220401.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211101.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220308.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220619.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220506.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220520.171832.nc
[DOWNLOADING] gucaosopcS2.b1.20220701.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220217.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220508.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220702.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211112.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220301.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220618.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220616.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20211118.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220304.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220328.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220307.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220324.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220101.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220216.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220521.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220102.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220419.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220415.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20211122.200003.nc
[DOWNLOADING] gucaosopcS2.b1.20211209.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220128.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220210.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211222.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220306.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211225.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211223.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220219.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220529.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220211.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220106.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220129.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220105.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220212.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20211221.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211115.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220120.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220614.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211028.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220214.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220505.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220303.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220327.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20211228.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220305.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220309.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20211201.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220527.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220617.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220329.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220107.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220124.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220507.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211224.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220410.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220418.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220526.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20211027.172924.nc
[DOWNLOADING] gucaosopcS2.b1.20211207.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220215.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220525.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220325.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220416.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220326.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220318.194928.nc
[DOWNLOADING] gucaosopcS2.b1.20220607.141421.nc
[DOWNLOADING] gucaosopcS2.b1.20211226.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220610.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220123.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20211029.000116.nc
[DOWNLOADING] gucaosopcS2.b1.20211119.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220524.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220503.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220501.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20211110.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211130.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20211208.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220608.221342.nc
[DOWNLOADING] gucaosopcS2.b1.20220413.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220615.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220430.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220704.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20211204.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20211220.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20211028.232829.nc
[DOWNLOADING] gucaosopcS2.b1.20220612.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220322.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220429.212210.nc
[DOWNLOADING] gucaosopcS2.b1.20220417.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220502.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220611.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220323.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211114.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220504.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220302.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220108.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20211229.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220213.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20211227.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220121.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220522.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20211203.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220126.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220109.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220414.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20211117.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220411.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20211202.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20211205.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220520.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20211116.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220412.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220104.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20211111.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220218.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220528.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20211109.194049.nc
[DOWNLOADING] gucaosopcS2.b1.20220321.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220630.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20220122.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220320.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220703.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220125.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20220427.160703.nc
[DOWNLOADING] gucaosopcS2.b1.20220127.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20220613.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220523.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20220706.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20211206.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20220705.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20220103.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20211105.173332.nc
[DOWNLOADING] gucaosopcS2.b1.20220831.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20230419.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20230217.034637.nc
[DOWNLOADING] gucaosopcS2.b1.20230222.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20230223.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20230223.211653.nc
[DOWNLOADING] gucaosopcS2.b1.20230218.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20230425.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20221213.051014.nc
[DOWNLOADING] gucaosopcS2.b1.20230216.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20230217.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20230219.000005.nc
[DOWNLOADING] gucaosopcS2.b1.20230427.181449.nc
[DOWNLOADING] gucaosopcS2.b1.20230427.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20230220.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20230221.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20230426.000000.nc
[DOWNLOADING] gucaosopcS2.b1.20230424.000001.nc
[DOWNLOADING] gucaosopcS2.b1.20230424.210458.nc
[DOWNLOADING] gucaosopcS2.b1.20221215.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20221216.000004.nc
[DOWNLOADING] gucaosopcS2.b1.20230227.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20230226.000002.nc
[DOWNLOADING] gucaosopcS2.b1.20230228.000003.nc
[DOWNLOADING] gucaosopcS2.b1.20221109.000002.nc
opc = act.io.read_arm_netcdf(result)
list(opc)
<xarray.Dataset> Size: 11GB
Dimensions: (time: 8504925, bound: 2, diameter_midpoint: 31)
Coordinates:
* time (time) datetime64[ns] 68MB 2021-10-27T17:29:...
* diameter_midpoint (diameter_midpoint) float32 124B 0.2746 ... ...
Dimensions without coordinates: bound
Data variables: (12/36)
base_time (time) datetime64[ns] 68MB 2021-10-27 ... 20...
time_offset (time) datetime64[ns] 68MB 2021-10-27T17:29:...
time_bounds (time, bound) object 136MB dask.array<chunksize=(105, 2), meta=np.ndarray>
diameter_midpoint_bounds (time, diameter_midpoint, bound) float32 2GB dask.array<chunksize=(105, 31, 2), meta=np.ndarray>
gravimetric_factor (time) float32 34MB dask.array<chunksize=(105,), meta=np.ndarray>
error_code (time) float64 68MB dask.array<chunksize=(105,), meta=np.ndarray>
... ...
zero_count_dark (time) float32 34MB 0.0 0.0 0.0 ... 0.0 0.0 0.0
low_laser_current (time) float32 34MB 61.0 61.0 ... 64.0 64.0
high_laser_current (time) float32 34MB 130.0 130.0 ... 132.0 132.0
lat (time) float32 34MB 38.9 38.9 ... 38.9 38.9
lon (time) float32 34MB -106.9 -106.9 ... -106.9
alt (time) float32 34MB 3.137e+03 ... 3.137e+03
Attributes: (12/19)
command_line: aosopccorr -s guc -f S2 -b 20211027 -e 20220821 -RD
Conventions: ARM-1.3
process_version: ingest-aosopccorr-1.1-0.el7
dod_version: aosopc-b1-1.1
input_source: /data/reproc/D221021.5/collection/guc/gucaosopcS2....
site_id: guc
... ...
doi: 10.5439/1824224
history: created by user paul on machine prod-proc5.adc.arm...
_file_dates: ['20211027', '20211027', '20211028', '20211028', '...
_file_times: ['172924', '175606', '000000', '232829', '000116',...
_datastream: gucaosopcS2.b1
_arm_standards_flag: 1
# OPC counts for days of interest
wf_N = opc.total_N_conc.sel(time=slice('2022-01-25T00:00:00.000000000','2022-01-29T00:00:00.000000000')).mean(dim='time').values
dust_N = opc.total_N_conc.sel(time=slice('2023-04-04T00:00:00.000000000','2023-04-06T00:00:00.000000000')).mean(dim='time').values
bkg_N = opc.total_N_conc.sel(time=slice('2022-01-03T00:00:00.000000000','2022-01-07T00:00:00.000000000')).mean(dim='time').values
# Now compare the total concentrations across these events
x = ['background','wildfire','dust']
y = [bkg_N,wf_N,dust_N]
bar_colors = ['black', 'red', 'orange']
fig,ax = plt.subplots()
ax.bar(x, y,color=bar_colors)
plt.ylabel('Particle Count cm^-3')
plt.title('Total concentration 0-33 um (OPC)')
Text(0.5, 1.0, 'Total concentration 0-33 um (OPC)')
