Data management platform for citizen science education projects

The air:bit project is a computer science education project that we developed in 2016 for use in North-Norwegian upper secondary (videregående) schools. Students build and code their own air quality sensor kits (air:bits), before collecting air quality data in their local areas. They create their ow...

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Bibliographic Details
Main Author: Angelvik, Nina
Format: Master Thesis
Language:English
Published: UiT Norges arktiske universitet 2018
Subjects:
Online Access:https://hdl.handle.net/10037/12893
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author Angelvik, Nina
author_facet Angelvik, Nina
author_sort Angelvik, Nina
collection University of Tromsø: Munin Open Research Archive
description The air:bit project is a computer science education project that we developed in 2016 for use in North-Norwegian upper secondary (videregående) schools. Students build and code their own air quality sensor kits (air:bits), before collecting air quality data in their local areas. They create their own air quality related research questions, which they answer by analyzing the collected air:bit data in context of other air quality data sources. The task of managing such datasets is too complex for such an introductory project and requires a specialized service. This thesis describes the air:bit platform, a scalable and cloud-based data management platform for citizen science education projects. It provides students with a web application for storing, exploring, visualizing and downloading air quality data from air:bits and other data sources. It processes, stores and manages the air:bit data in the Google Cloud Platform, that provides an elastic scaling of storage and computational resources, and in addition simplifies managing the backend. In 2018 the air:bit platform was used by 174 students from 11 school classes across Northern Norway. The students successfully built and programmed 62 air:bits and they uploaded 222 air:bit data log files to the air:bit platform, comprising 481,186 air quality measurements. We demonstrate the air:bit platform's ability to scale with regards to computational resources and that the latency of data uploads and queries is good enough for this purpose. We also provide the cost of processing and storing air:bit data in the cloud. The air:bit platform uses, on average, 30 seconds to verify and insert data log files for one week of per-minute measurements, and less than 2 seconds to process and retrieve the same data for visualization. The total cost of the air:bit platform is $211 per month or $1.20 per student. We believe the air:bit platform is useful not only for the air:bit project, but also for other education projects. It can be used by air quality related citizen science ...
format Master Thesis
genre Northern Norway
genre_facet Northern Norway
geographic Norway
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op_relation https://hdl.handle.net/10037/12893
op_rights Attribution-NonCommercial-ShareAlike 3.0 Unported (CC BY-NC-SA 3.0)
openAccess
Copyright 2018 The Author(s)
https://creativecommons.org/licenses/by-nc-sa/3.0
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spelling ftunivtroemsoe:oai:munin.uit.no:10037/12893 2025-04-13T14:24:34+00:00 Data management platform for citizen science education projects Angelvik, Nina 2018-05-15 https://hdl.handle.net/10037/12893 eng eng UiT Norges arktiske universitet UiT The Arctic University of Norway https://hdl.handle.net/10037/12893 Attribution-NonCommercial-ShareAlike 3.0 Unported (CC BY-NC-SA 3.0) openAccess Copyright 2018 The Author(s) https://creativecommons.org/licenses/by-nc-sa/3.0 VDP::Technology: 500::Information and communication technology: 550::Computer technology: 551 VDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550::Datateknologi: 551 INF-3990 Master thesis Mastergradsoppgave 2018 ftunivtroemsoe 2025-03-14T05:17:56Z The air:bit project is a computer science education project that we developed in 2016 for use in North-Norwegian upper secondary (videregående) schools. Students build and code their own air quality sensor kits (air:bits), before collecting air quality data in their local areas. They create their own air quality related research questions, which they answer by analyzing the collected air:bit data in context of other air quality data sources. The task of managing such datasets is too complex for such an introductory project and requires a specialized service. This thesis describes the air:bit platform, a scalable and cloud-based data management platform for citizen science education projects. It provides students with a web application for storing, exploring, visualizing and downloading air quality data from air:bits and other data sources. It processes, stores and manages the air:bit data in the Google Cloud Platform, that provides an elastic scaling of storage and computational resources, and in addition simplifies managing the backend. In 2018 the air:bit platform was used by 174 students from 11 school classes across Northern Norway. The students successfully built and programmed 62 air:bits and they uploaded 222 air:bit data log files to the air:bit platform, comprising 481,186 air quality measurements. We demonstrate the air:bit platform's ability to scale with regards to computational resources and that the latency of data uploads and queries is good enough for this purpose. We also provide the cost of processing and storing air:bit data in the cloud. The air:bit platform uses, on average, 30 seconds to verify and insert data log files for one week of per-minute measurements, and less than 2 seconds to process and retrieve the same data for visualization. The total cost of the air:bit platform is $211 per month or $1.20 per student. We believe the air:bit platform is useful not only for the air:bit project, but also for other education projects. It can be used by air quality related citizen science ... Master Thesis Northern Norway University of Tromsø: Munin Open Research Archive Norway
spellingShingle VDP::Technology: 500::Information and communication technology: 550::Computer technology: 551
VDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550::Datateknologi: 551
INF-3990
Angelvik, Nina
Data management platform for citizen science education projects
title Data management platform for citizen science education projects
title_full Data management platform for citizen science education projects
title_fullStr Data management platform for citizen science education projects
title_full_unstemmed Data management platform for citizen science education projects
title_short Data management platform for citizen science education projects
title_sort data management platform for citizen science education projects
topic VDP::Technology: 500::Information and communication technology: 550::Computer technology: 551
VDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550::Datateknologi: 551
INF-3990
topic_facet VDP::Technology: 500::Information and communication technology: 550::Computer technology: 551
VDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550::Datateknologi: 551
INF-3990
url https://hdl.handle.net/10037/12893