CityOS Air

2. Outdated vs New Air Monitoring

2.1. The old and outdated systems

Often we hear that data is being measured already, small stations are not accurate, etc. So lets address that first quickly so we can have more fun with tech. In Sarajevo and other similar places there is a limited monitoring infrastructure set up usually by the local Ministry for Environmental Protection or similar organizations. In Sarajevo specifically there is five meteorological stations located in Vogosca, Vijecnica, Ilidza, Center and Otoka. These monitoring stations provide data on the weather and various pollutants such as PM10, SO2, NO2, and CO2; however, these stations are not always functioning, and use old fashion PM10 monitor particularly prone to malfunction. More importantly, there is no sensors for collecting data the most dangerous and hence most important pollutants: PM2.5 and even more dangerous PM 1.

In addition, the equipment is old, unwieldy, difficult to maintain and hence unreliable for data collection. The technological advancements since their installation have been immense and evolved a great deal.

Old School Stations are huge!

Old School Stations are huge!

These old school stations often use glue tape, that capture dust and then they scan that tape it for data (no we are not kidding, and yes we know it is 2017 :).

Tape based PM10 sensors

Tape based PM10 sensors

To make it worst they cost fortune, often north from $50.000. What makes them so expensive is outdated bureaucracy surrounding certification, certain error margins, etc. In short old school stuff.

2.2. The new way

Sensors used today in modern cities are measuring more data points and city like Sarajevo should have at least 150-200 measuring points. New systems/sensors are way cheeper, smaller, portable, easier to maintain and friendlier to use. Higher quality results are achieved thanks to resolution of coverage and sheer amount of live and constantly streaming data. All data is represented in apps, analyzed in AI algorithms and used to create engagement, solutions and ultimately action toward higher quality living. Simple way to explain is to think about it as what happened when Google pushed hard for distributed computing in cloud and by using multiple cheep and redundant machines replaced expensive and outdated mainframes. New systems although each of them is presented as less reliable then big outdated and expensive ones, together they provide 10x and in some cases 100x more accurate picture of what is really going on, and because of sheer number of them they are always up.

When these laser based sensor network collect data from 100+ locations, platform provides realtime high resolution models of localized and high quality information on pollution. And because there is so many of them if some of them are creating bigger error margins then other these offsets are easily corrected in software, rather then in mechanical world. This means that it will be possible to identify and reduce pollution sources even on the level of the local communities. Or in simple words, if someone lights garbage on fire now everybody knows about it, exact location and in the real time and it is displayed for everybody to see ti on web, mobile and 3D maps :)

But it does not stop there - now you can build these sensors stations yourself, here is a picture of one of the first prototypes that is build by our economist, after few hours of playing with the platform. It is really that easy. These station were so far build by techies, but also moms with no previous technical experience after just few hours of training. We go extra mille to make them easy to understand after they are put together too. Blue means great, red turn that air purifier on high fast :) (and everything in between).

Sensors measure particulate matter PM 1, PM 2.5 and PM 10, but they also measure and collect correlating data like temperature and humidity.

All data is available to anyone with an internet connection, with no restrictions. You can see it on the web, mobile app, notification lamps, 3D software, you computer, it can be spoken to you by home automation devices, displayed on the small touch screen attached to your walls, or you can build your own creative solution.

The measurement data from the sensors is also fed into a shared and public open database and serves as the basis for creating smart analytical and AI tech solutions towards cleaner air in Sarajevo.

In addition, software and hardware designed and developed during this project is created in such a way as to serve as a basis for tackling same issue in many other cities with the same problem. So if you are not from Sarajevo, feel free to use it, it works just fine for any geo location.

From the start, solution was also developed to be used by open-source community, i.e. freely available to use by many others locally and worldwide with similar problems and goals. We believe that together we can do more. These efforts are so far mostly spearheaded by the young people of Sarajevo, but we already been helped by great guys from Mostar, San Francisco, Tuzla, Amsterdam, Barcelona, Dubrovnik, Zagreb, Belgrade, Novi Sad, Split, Dubai, Melbourne, Sidney, London, Ljubljana and many other wonderful people from many wonderful places (thank you all, especially these that we forgot to mention). Together through the process, we learn how to solve these problems ourselves, creating a critical mass of young thinkers and innovators who contribute to our community and their own cities. We love you all.

2. Outdated vs New Air Monitoring

Suggested Edits are limited on API Reference Pages

You can only suggest edits to Markdown body content, but not to the API spec.