@inproceedings{3dd4ce7f4e1f499c9d95854f23f4853d,
title = "Urban climate data sensing, warehousing, and analysis: A case study in the city of Abu Dhabi, United Arab Emirates",
abstract = "With the ever increasing observations and measurements of geo-sensor networks, satellite imageries, geo-spatial data of location based services (LBS) and location-based social networks has become a serious challenge for data management and analysis systems. In urban micro-climate, we need to deal with various types of data such as: environmental data measurements, Wi-Fi data and so on. The format and the nature of data coming from different sensors such as temperature, humidity, thermal cameras, wind sensors, and others within an urban area varies. Therefore, there is a need for a unified platform to store these data efficiently using new technologies for which, we have come up with implementation of OLAP cubes. Furthermore, additional analytics for assessing urban thermal comfort can also be derived based on behavioural patterns of people. Therefore, outdoor Wi-Fi usage statistics is used as a proxy for the amount of time people spend outdoors, to correlate outdoor thermal conditions to perceived thermal comfort. Some interesting obervations are made in our study.",
keywords = "Environmental data, OLAP cubes, Thermal comfort, Wi-Fi data",
author = "Prajowal Manandhar and Prashanth Marpu and Zeyar Aung",
note = "Publisher Copyright: {\textcopyright} Springer Nature Switzerland AG 2018.; 6th International Workshop on Data Analytics for Renewable Energy Integration, DARE 2018 ; Conference date: 10-09-2018 Through 10-09-2018",
year = "2018",
doi = "10.1007/978-3-030-04303-2\_12",
language = "British English",
isbn = "9783030043025",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "148--165",
editor = "Feli{\'u}, \{Alejandro Catalina\} and Woon, \{Wei Lee\} and Zeyar Aung and Stuart Madnick",
booktitle = "Data Analytics for Renewable Energy Integration. Technologies, Systems and Society - 6th ECML PKDD Workshop, DARE 2018, Revised Selected Papers",
address = "Germany",
}