Difference between revisions of "ISSS608 Assign Pu Yiran-Data Preparation"

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===<font face="Book Antigua"; size=4>Meteorological Measurements and Topographic Data</font>===
 
===<font face="Book Antigua"; size=4>Meteorological Measurements and Topographic Data</font>===
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* Meteorological measurements have been monitored daily at Sofia Airport (longitude= 42.6537, latitude= 23.3829 and altitude= 595 metres) from 2012 to 2018. Meteorological measurements include temperature, humidity, wind speed, surface pressure, precipitation volume and visibility.
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* Longitude, latitude and elevation of 196 geo-point in Sofia capital city are given in topographic data.
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=<font face="Book Antigua"; size=5>'''Data Preparation'''</font>=
 
=<font face="Book Antigua"; size=5>'''Data Preparation'''</font>=

Revision as of 23:22, 16 November 2018

Pollution-1.jpg    Unmask Air Pollution in Sofia City

Background & Introduction

Data Preparation

Task 1

Task 2

Task 3

 

Datasets Overview

Official Air Quality Datasets (EEA)

In urban area of Sofia city, there are 6 air quality monitoring stations, named as Nadezhda (BG0040A), Hipodruma (BG0050A), Druzhba (BG0052A), Orlov Most (BG0054A), IAOS/Pavlovo (BG0073A) and Mladost(BG0079A), monitoring concentration of air pollutant PM10.

The dataset consists of concentration of PM10 measured daily/hourly in 6 years (2013-2018), by 6 stations. Additional information about each monitoring station, such as geo-location is also provided.

Dataprep 001.png

Citizen Science Air Quality Data (AirTube)

Dataprep 002.png

In this dataset, concentration of pollutant PM10 and PM2.5, humidity, pressure and temperature have been measured hourly from 538 sensors located across Bulgaria in 2017 and 2018. Geo-location is encoded in geohash format. PM10 and PM2.5 are named as P1 and P2 in given data.

Meteorological Measurements and Topographic Data

  • Meteorological measurements have been monitored daily at Sofia Airport (longitude= 42.6537, latitude= 23.3829 and altitude= 595 metres) from 2012 to 2018. Meteorological measurements include temperature, humidity, wind speed, surface pressure, precipitation volume and visibility.
  • Longitude, latitude and elevation of 196 geo-point in Sofia capital city are given in topographic data.

Data Preparation