Land use regression modelling of PM2.5 spatial variations in different seasons in urban areas

2020 ◽  
Vol 743 ◽  
pp. 140744 ◽  
Author(s):  
Tuo Shi ◽  
Yuanman Hu ◽  
Miao Liu ◽  
Chunlin Li ◽  
Chuyi Zhang ◽  
...  
Keyword(s):  
Land Use ◽  
Urban Areas ◽  
Spatial Variations ◽  
Land Use Regression ◽  
Regression Modelling ◽  
Different Seasons

scholarly journals Development of Land Use Regression Model for Seasonal Variation of Nitrogen Dioxide (NO2) in Lahore, Pakistan

2021 ◽  
Vol 13 (9) ◽  
pp. 4933
Author(s):  
Saimar Pervez ◽  
Ryuta Maruyama ◽  
Ayesha Riaz ◽  
Satoshi Nakai
Keyword(s):  
Land Use ◽  
Air Pollution ◽  
Regression Model ◽  
Urban Areas ◽  
Industrial Development ◽  
Ambient Air ◽  
Ambient Air Pollution ◽  
Land Use Classification ◽  
Land Use Regression ◽  
Air Exposure

Ambient air pollution and its exposure has been a worldwide issue and can increase the possibility of health risks especially in urban areas of developing countries having the mixture of different air pollution sources. With the increase in population, industrial development and economic prosperity, air pollution is one of the biggest concerns in Pakistan after the occurrence of recent smog episodes. The purpose of this study was to develop a land use regression (LUR) model to provide a better understanding of air exposure and to depict the spatial patterns of air pollutants within the city. Land use regression model was developed for Lahore city, Pakistan using the average seasonal concentration of NO2 and considering 22 potential predictor variables including road network, land use classification and local specific variable. Adjusted explained variance of the LUR models was highest for post-monsoon (77%), followed by monsoon (71%) and was lowest for pre-monsoon (70%). This is the first study conducted in Pakistan to explore the applicability of LUR model and hence will offer the application in other cities. The results of this study would also provide help in promoting epidemiological research in future.

scholarly journals Estimation of Spatial Variations in Urban Noise Levels with a Land Use Regression Model

2014 ◽  
Vol 3 (4) ◽  
Author(s):  
Sophie Goudreau ◽  
Céline Plante ◽  
Michel Fournier ◽  
Allan Brand ◽  
Yann Roche ◽  
...  
Keyword(s):  
Land Use ◽  
Regression Model ◽  
Spatial Variations ◽  
Noise Levels ◽  
Land Use Regression ◽  
Urban Noise

scholarly journals Use of Low-cost Sensors to Develop Land Use Regression Models for PM2.5 of 6 Urban Areas in the US

2020 ◽  
Vol 2020 (1) ◽  
Author(s):  
T. Lu ◽  
M.J. Bechle ◽  
Y. Wan ◽  
A.A. Presto ◽  
S. Hankey
Keyword(s):  
Land Use ◽  
Urban Areas ◽  
Regression Models ◽  
Low Cost ◽  
Land Use Regression ◽  
The Us ◽  
Develop Land

Low-cost NO2 monitoring and predictions of urban exposure using universal kriging and land-use regression modelling in Mysore, India

2020 ◽  
Vol 226 ◽  
pp. 117395
Author(s):  
Amruta Nori-Sarma ◽  
Rajesh K. Thimmulappa ◽  
G.V. Venkataramana ◽  
Azis K. Fauzie ◽  
Sumit K. Dey ◽  
...  
Keyword(s):  
Land Use ◽  
Low Cost ◽  
Universal Kriging ◽  
Land Use Regression ◽  
Regression Modelling

Land use regression modelling estimating nitrogen oxides exposure in industrial south Durban, South Africa

2018 ◽  
Vol 610-611 ◽  
pp. 1439-1447 ◽  
Author(s):  
Sheena Muttoo ◽  
Lisa Ramsay ◽  
Bert Brunekreef ◽  
Rob Beelen ◽  
Kees Meliefste ◽  
...  
Keyword(s):  
South Africa ◽  
Land Use ◽  
Nitrogen Oxides ◽  
Land Use Regression ◽  
Regression Modelling

scholarly journals Land Use Regression Modelling of traffic-related noise in Athens, Greece for use in epidemiological studies

2021 ◽  
Vol 2021 (1) ◽  
Author(s):  
Konstantina Dimakopoulou ◽  
Kleanthi Manika ◽  
Evangelia Samoli ◽  
Natasa Kalpourtzi ◽  
Giota Touloumi ◽  
...  
Keyword(s):  
Land Use ◽  
Epidemiological Studies ◽  
Land Use Regression ◽  
Regression Modelling

scholarly journals New insights into the spatial distribution of particle number concentrations by applying non-parametric land use regression modelling

2020 ◽  
Vol 702 ◽  
pp. 134708 ◽  
Author(s):  
Md Mahmudur Rahman ◽  
Jayanandana Karunasinghe ◽  
Sam Clifford ◽  
Luke D. Knibbs ◽  
Lidia Morawska
Keyword(s):  
Land Use ◽  
Spatial Distribution ◽  
Particle Number ◽  
Land Use Regression ◽  
Regression Modelling ◽  
Non Parametric

Application of Land Use Regression Modelling to Assess the Spatial Distribution of Road Traffic Noise in Three European Cities

2014 ◽  
Vol 2014 (1) ◽  
pp. 1881
Author(s):  
Inmaculada Aguilera ◽  
Maria Foraster ◽  
Xavier Basagaña ◽  
Elisabetta Corradi ◽  
Alexandre Deltell ◽  
...  
Keyword(s):  
Land Use ◽  
Spatial Distribution ◽  
Road Traffic ◽  
Traffic Noise ◽  
Road Traffic Noise ◽  
Land Use Regression ◽  
Regression Modelling ◽  
European Cities
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