Difference between revisions of "IS428 AY2018-19T1 Lau Zi Quan"
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<font size="5">'''To be a Visual Detective'''</font> | <font size="5">'''To be a Visual Detective'''</font> | ||
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| − | == Overview == | + | <!--PROBLEM AND MOTIVATION START--> |
| + | == Overview== | ||
Air pollution is an important risk factor for health in Europe and worldwide. A recent review of the global burden of disease showed that it is one of the top ten risk factors for health globally. Worldwide an estimated 7 million people died prematurely because of pollution; in the European Union (EU) 400,000 people suffer a premature death. The Organisation for Economic Cooperation and Development (OECD) predicts that in 2050 outdoor air pollution will be the top cause of environmentally related deaths worldwide. In addition, air pollution has also been classified as the leading environmental cause of cancer. | Air pollution is an important risk factor for health in Europe and worldwide. A recent review of the global burden of disease showed that it is one of the top ten risk factors for health globally. Worldwide an estimated 7 million people died prematurely because of pollution; in the European Union (EU) 400,000 people suffer a premature death. The Organisation for Economic Cooperation and Development (OECD) predicts that in 2050 outdoor air pollution will be the top cause of environmentally related deaths worldwide. In addition, air pollution has also been classified as the leading environmental cause of cancer. | ||
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== Dataset Analysis & Transformation Process == | == Dataset Analysis & Transformation Process == | ||
| + | <!--DATASET START--> | ||
| + | <br/><div style="background: #2B547E; padding: 15px; font-weight: bold; line-height: 0.3em; text-indent: 15px;letter-spacing:-0.08em;font-size:20px"><font color=#fbfcfd face="Century Gothic">Sofia Dataset</font></div> | ||
| + | Four major data sets in zipped file format are provided. They can be download by click on this [https://storage.cloud.google.com/global-datathon-2018/sofia-air/air-sofia.zip link]. | ||
| + | |||
| + | * Official air quality measurements (5 stations in the city)(EEA Data.zip) – as per EU guidelines on air quality monitoring see the data description [https://drive.google.com/file/d/1v5yCL-LdriDwa65qXPbFL7b0tydylDlb/view HERE…] | ||
| + | * Citizen science air quality measurements (Air Tube.zip) , incl. temperature, humidity and pressure (many stations) and topography (gridded data). | ||
| + | * Meteorological measurements (1 station)(METEO-data.zip): Temperature; Humidity; Wind speed; Pressure; Rainfall; Visibility | ||
| + | * Topography data (TOPO-DATA) | ||
| + | |||
| + | |||
| + | {| class="wikitable" style="background-color:#FFFFFF;" width="100%" | ||
| + | |- | ||
| + | ! style="font-weight: bold;background: #536a87;color:#fbfcfd;width: 30%;" | Dataset | ||
| + | ! style="font-weight: bold;background: #536a87;color:#fbfcfd;width: 30%" | Data Attributes | ||
| + | ! style="font-weight: bold;background: #536a87;color:#fbfcfd;" | Rationale Of Usage | ||
| + | |- | ||
| + | | <center>EEA Data.zip</center> | ||
| + | || | ||
| + | * | ||
| + | || | ||
| + | # Official air quality measurements (5 stations in the city) | ||
| + | – as per EU guidelines on air quality monitoring see the data description [https://drive.google.com/file/d/1v5yCL-LdriDwa65qXPbFL7b0tydylDlb/view HERE…] | ||
| + | |- | ||
| + | |||
| + | | <center>Air Tube.zip</center> | ||
| + | || | ||
| + | * | ||
| + | || | ||
| + | # Citizen science air quality measurements | ||
| + | |- | ||
| + | |||
| + | | <center>METEO-data.zip</center> | ||
| + | || | ||
| + | * | ||
| + | || | ||
| + | # Meteorological measurements | ||
| + | |- | ||
| + | |||
| + | | <center>TOPO-DATA</center> | ||
| + | || | ||
| + | * | ||
| + | || | ||
| + | # Topography data | ||
| + | |- | ||
| + | |} | ||
| + | |||
| + | <!--DATASET END--> | ||
== Task 1 == | == Task 1 == | ||
Revision as of 02:09, 11 November 2018
To be a Visual Detective
Contents
Overview
Air pollution is an important risk factor for health in Europe and worldwide. A recent review of the global burden of disease showed that it is one of the top ten risk factors for health globally. Worldwide an estimated 7 million people died prematurely because of pollution; in the European Union (EU) 400,000 people suffer a premature death. The Organisation for Economic Cooperation and Development (OECD) predicts that in 2050 outdoor air pollution will be the top cause of environmentally related deaths worldwide. In addition, air pollution has also been classified as the leading environmental cause of cancer.
Air quality in Bulgaria is a big concern: measurements show that citizens all over the country breathe in air that is considered harmful to health. For example, concentrations of PM2.5 and PM10 are much higher than what the EU and the World Health Organization (WHO) have set to protect health.
Bulgaria had the highest PM2.5 concentrations of all EU-28 member states in urban areas over a three-year average. For PM10, Bulgaria is also leading on the top polluted countries with 77 μg/m3on the daily mean concentration (EU limit value is 50 μg/m3).
According to the WHO, 60 percent of the urban population in Bulgaria is exposed to dangerous (unhealthy) levels of particulate matter (PM10).
Dataset Analysis & Transformation Process
Four major data sets in zipped file format are provided. They can be download by click on this link.
- Official air quality measurements (5 stations in the city)(EEA Data.zip) – as per EU guidelines on air quality monitoring see the data description HERE…
- Citizen science air quality measurements (Air Tube.zip) , incl. temperature, humidity and pressure (many stations) and topography (gridded data).
- Meteorological measurements (1 station)(METEO-data.zip): Temperature; Humidity; Wind speed; Pressure; Rainfall; Visibility
- Topography data (TOPO-DATA)
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