Study on Urban Microclimate Based on API System on the Background of Big Data: A Case Study of Beijing
Authors: 
Xin Yang, Xinsheng Lu, Chao GengAuthors Info & Claims
Xin Yang, Xinsheng Lu, Chao GengAuthors Info & ClaimsPages 3 - 6
Abstract
With the rapid development of data and information, API system provided massive data downloading platform for various industries, which provided opportunities and challenges for urban microclimate research. This paper briefly introduced the research and application status of related data of API system and utilization of various data. Taking Beijing as an example, the paper extracted and analyzed meteorological station data in the city area, including temperature, relative humidity, solar radiation, wind speed and pressure. Interpolation analysis was carried out on the ArcGIS platform to get the climate distribution characteristics in a certain day in summer. Then the paper analyzed influence of transportation infrastructure distribution density on temperature, relative humidity, wind speed and pressure, and proposed the correlation between transportation infrastructure and temperature and relative humidity and no correlation with pressure. The climate environment in the city were complex and the big data platform provided new ways and new ideas for the related research.
References
[1]
Xiaoying Zheng, Xiangrong Wang, Study on Spatio temporal evolution and correlation of land surface temperature and vegetation coverage in Tongzhou District in Beijing based on RS and GIS{J}. Annual meeting of Chinese Landscape Architecture, 2017.11.
[2]
YANG Yipeng, CAO Guangzhen, Monitoring and evaluation for climate regulation service of urban wetlands with remote sensing{J}.GEOGRAPHICAL RESEARCH, 2013.01:73--80.
[3]
HOU Meiting, ZHAO Haiyan, Vegetation Responses to Climate Change by Using the Satellite-Derived Normalized Difference Vegetation Index: A Review{J}.Climatic and Environmental Research, 2013.05:353--364.
[4]
YAN Li-juan, ZHENG Mian-ping, Dynamic Changes of Lakes in Inner Mongolia-Xinjiang Region and the Climate Interaction in the Past Forty Years{J}.Acta Geoscientica Sinica, 2014.07:463--472.
[5]
ZHANG Li-wen, HUANG Jing-feng, WANG Xiu-zhen, A Review on Air Temperature Estimation by Satellite Thermal Infrared Remote Sensing{J}.JOURNAL OF NATURAL RESOURCES, 2014.03:540--552.
[6]
ZHANG De-shun, WANG Zhen, Micro-climate Effect and Human Thermal Comfort of Square Canopy in Dense Habitat-A Case Study of Shanghai Knowledge and Innovation Community Square{J}.Chinese Landscape Architecture, 2017.04:18--22.
[7]
LIU Bin-yi, MEI Yi, KUANG Wei, Experimental Research on Correlation between Microclimate Element and Human Behavior and Perception of Residential Landscape Space in Shanghai{J}.Chinese Landscape Architecture, 2016.01:5--9.
[8]
XIONG Yao, JIN Meng-ling. Analysis of Micro-climate Construction in the Jiangnan Classical Gardens Space-A Case Study of the Zhan Garden{J}.Chinese Landscape Architecture, 2017.04:35--39.
[9]
Haibo Zhao, Research on interpolation analysis of urban meteorological monitoring elements based on GIS{D}. Kunming University of Science and Technology, 2010.
[10]
Xiaoxiao Liu, Study on Spatio-temporal characteristics analysis and modeling of meteorological monitoring data{D}. Henan University, 2009.
[11]
Hao Xu, Yixuan Zheng, Analysis of meteorological data based on GIS{J}. GUIGU, 2012(12):25--27.
[12]
Ying long, Lun Liu, Four Transformations of Chinese Quantitative Urban Research in the New Data Environment{J}. Urban Planning International, 2016.08:1--18.
Index Terms
- Study on Urban Microclimate Based on API System on the Background of Big Data: A Case Study of Beijing
Recommendations
Applying SLEUTH for Simulating and Assessing Urban Growth Scenarios on a Case Study of Beijing
JCAI '09: Proceedings of the 2009 International Joint Conference on Artificial IntelligenceUrbanization has brought great challenges to the sustainable development of cities, especially in developing countries. Simulation of urban expansion thus captures increasing interests in research. SLEUTH model, a cellular automata-based dynamic model, ...
Simulation of urban microclimate with SOLENE-microclimat: an outdoor comfort case study
SIMAUD '18: Proceedings of the Symposium on Simulation for Architecture and Urban DesignThere are numerous physical phenomena that occur in an urban microclimate which need to be taken into account for simulating outdoor comfort. However, very few tools are dedicated towards this cause. The objective of this article is to present the ...
Study and Application about Multi-indicator Comprehensive Evaluation Of Urban Complex Development Ability based on SPSS
ICCIR '21: Proceedings of the 2021 1st International Conference on Control and Intelligent RoboticsSPSS is the general name of a series of software products and related services used for statistical analysis operations, data mining, predictive analysis and decision support tasks. This paper uses SPSS, and establishes a comprehensive evaluation index ...
Comments
Information & Contributors
Information
Published In
October 2018
217 pages
ISBN:9781450365192
DOI:10.1145/3289430
Copyright © 2018 ACM.
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]
In-Cooperation
- Deakin University
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Published: 24 October 2018
Check for updates
Author Tags
Qualifiers
- Research-article
- Research
- Refereed limited
Funding Sources
- 2018 Beijing municipal university Academic Human Resources Development-youth talent support program
- Aknowledgement National Natural Science Foundation of China
- Science and Technology Plans of Ministry of Housing and Urban-Rural Development of the People's Republic of China, and Opening Projects of Beijing Advanced Innovation Center for Future Urban Design, Beijing University of Civil Engineering and Architecture
- North China University of Technology 'YuYOU' Talent training Program.
Conference
BDIOT 2018
BDIOT 2018: 2018 2nd International Conference on Big Data and Internet of Things
October 24 - 26, 2018
Beijing, China
Acceptance Rates
Overall Acceptance Rate 75 of 136 submissions, 55%
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 60Total Downloads
- Downloads (Last 12 months)1
- Downloads (Last 6 weeks)0
Reflects downloads up to 03 Mar 2025
Other Metrics
Citations
View Options
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in