Satellite Air Quality monitoring: Introduction to the NASA WorldView

Posted on February 15th 2015
ແບ່ງປັນ: aqicn.org/faq/2015-02-15/satellite-air-quality-monitoring-introduction-to-the-nasa-worldview/lo/

We recentely had the privilege to start a cooperation with the NASA Remote Sensing monitoring program.;

The objective is to use the Remote Air Quality sensing based on the NASA Satelites to determine the Air Quality in areas where sensors are not available (e.g. over the sea, but also for countries where sensors are not yet available).


At first glance, the remote satellite sensing theory and the algorithms needed to process this huge-data seems a bit barbarian for non-scientist, having to handle, for instance, data sets like the Aerosol Optical Depth (aka AOD) and Aerosol Optical Thickness (aka AOT). But, actually, the NASA did an excellent work at making the data very easy to use and understand by anyone, but also freely available (in public domain)!

There are many topics we are going to be writing about the use of the satellite data, along with our cooperation with the NASA ARSET program. But to start with, we want to introduce one of their products called the world-view, which is so easy and intuitive to use, and so much worth beeing known by every one. The very nice feature of worldview is the ability to provide historical view, so that you can check the data for any day in the past few years (and, again, for free).

The picture below is dated from Janurary 14th, and shows the Modis Aqua layer together with the Fire and Thermal Anomalies (plotted as red spots). For people leaving in Singapore, this view might be common since the Singapore EPA is providing Satellite hotspot monitoring, especially to monitor fires from Indonesia.



Same image available from the NASA world view server: https://earthdata.nasa.gov/labs/worldview/

This is other set of snapshots show a comparative view of Thailand and Cambodia for two days. One with an almost clear sky (on the left), and the other one with a visible haze (on the right). By using the Aerosol Optical Depth (AOD) overlay (snapshots at the bottom), the zones detected as the most hazy are highlighted with red to yellow color. Comparing the top and bottom snapshots, there is no doubt that using the AOD is the right way to detect the pollution, and thereby determine the quantity of PM2.5 in the air. That's something we will write very soon about.


Januray 16th 2015 - Clear sky over Cambodia
February 11th 2015 - Visible Haze over Cambodia

Same images with the AOD overlay (yellow: thick haze - red: medium haze - blue: light haze)

Please note that what looks like haze does not always particule matter - PM2.5 pollution. Haze can be mix of smoke, dust and pollution. In some case (see this article) it can also be due to humidity.

oOo

One limitation of the satellite data is that it is available only on a daily basis (instead of hourly for ground monitoring), and that it does not work with cloudy sky (obviously, the satellite can't see though the clouds, at least for Aqua and Terra). But even, despite those limitations, it is a great tool with so many possibilities: Providing data for countries without sensors, providing a source for global and worldwide air quality forecast, ...

Click here to see all the FAQ entries
  • AQI Scale: What do the colors and numbers mean?
  • Using Statistical Distances for Real-time Sensor Networks Validation
  • Nitrogen Dioxyde (NO2) in our atmosphere
  • ກ່ຽວກັບການວັດແທກຄຸນນະພາບອາກາດ ແລະມົນລະພິດ:

    ກ່ຽວກັບລະດັບຄຸນນະພາບອາກາດ

    -ດັດຊະນີຄຸນນະພາບອາກາດ (AQI) ຄ່າLevels of Health Concern
    0 - 50ດີຄຸນນະພາບທາງອາກາດຖືກພິຈາລະນາເປັນທີ່ພໍໃຈ, ແລະມົນລະພິດທາງອາກາດກໍ່ມີຄວາມສ່ຽງຫນ້ອຍຫຼືບໍ່ມີຄວາມສ່ຽງ
    51 -100ປານກາງຄຸນນະພາບທາງອາກາດແມ່ນການຮັບຮອງ; ຢ່າງໃດກໍ່ຕາມ, ສໍາລັບບາງມົນລະພິດອາດມີຄວາມກັງວົນກ່ຽວກັບສຸຂະພາບໃນລະດັບປານກາງສໍາລັບຈໍານວນຜູ້ທີ່ມີຄວາມເຄັ່ງຕຶງທີ່ຜິດປົກກະຕິກັບການມົນລະພິດທາງອາກາດ.
    101-150Unhealthy
    for sensitive groups
    ສະມາຊິກຂອງກຸ່ມທີ່ມີຄວາມອ່ອນໄຫວອາດຈະມີຜົນກະທົບຕໍ່ສຸຂະພາບ ປະຊາຊົນທົ່ວໄປບໍ່ໄດ້ຮັບຜົນກະທົບ.
    151-200ບໍ່ມີສຸຂະພາບດີທຸກໆຄົນອາດຈະເລີ່ມປະສົບຜົນກະທົບດ້ານສຸຂະພາບ; ສະມາຊິກຂອງກຸ່ມທີ່ມີຄວາມອ່ອນໄຫວອາດຈະມີຜົນກະທົບດ້ານສຸຂະພາບທີ່ຮ້າຍແຮງຫຼາຍ
    201-300Very
    Unhealthy
    ການເຕືອນໄພດ້ານສຸຂະພາບຂອງສະພາບສຸກເສີນ. ປະຊາກອນທັງຫມົດແມ່ນມັກຈະໄດ້ຮັບຜົນກະທົບ.
    300+ອັນຕະລາຍເຕືອນດ້ານສຸຂະພາບ: ທຸກໆຄົນອາດຈະມີຜົນກະທົບທາງສຸຂະພາບທີ່ຮ້າຍແຮງກວ່າເກົ່າ

    ເພື່ອຮູ້ເພີ່ມເຕີມກ່ຽວກັບຄຸນນະພາບອາກາດ ແລະມົນລະພິດ, ໃຫ້ກວດເບິ່ງ ຫົວຂໍ້ຄຸນນະພາບອາກາດຂອງ wikipedia ຫຼື ຄູ່ມື airnow ກ່ຽວກັບຄຸນນະພາບອາກາດ ແລະສຸຂະພາບຂອງເຈົ້າ .

    ສໍາລັບຄໍາແນະນໍາດ້ານສຸຂະພາບທີ່ເປັນປະໂຫຍດຫຼາຍຂອງທ່ານຫມໍປັກກິ່ງ Richard Saint Cyr MD, ກວດເບິ່ງ blog www.myhealthbeijing.com .


    ແຈ້ງການນໍາໃຊ້: ຂໍ້ມູນຄຸນນະພາບອາກາດທັງຫມົດແມ່ນບໍ່ຖືກຕ້ອງໃນເວລາທີ່ພິມເຜີຍແຜ່, ແລະເນື່ອງຈາກການຮັບປະກັນຄຸນນະພາບຂອງຂໍ້ມູນເຫຼົ່ານີ້ອາດຈະຖືກປັບປຸງ, ໂດຍບໍ່ມີຂໍ້ສັງເກດ, ໃນທຸກເວລາ. ໂຄງການດັດຊະນີທາງອາກາດໂລກໄດ້ໃຊ້ທັກສະແລະການດູແລທີ່ສົມເຫດສົມຜົນທັງຫມົດໃນການລວບລວມເນື້ອໃນຂອງຂໍ້ມູນນີ້ແລະພາຍໃຕ້ສະພາບການໃດກໍ່ຕາມທີມງານຂອງໂຄງການໂລກຂອງອາກາດທາງໂລກຫຼືຕົວແທນຂອງມັນຈະຮັບຜິດຊອບໃນສັນຍາ, ຄວາມເສຍຫາຍຫຼືຄວາມເສຍຫາຍໃດໆ, ເກີດຂື້ນໂດຍກົງຫຼືໂດຍທາງອ້ອມຈາກການສະຫນອງຂໍ້ມູນນີ້.



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