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You searched for: Journal Environmental science and pollution research international Remove constraint Journal: Environmental science and pollution research international Publication Year 2017 Remove constraint Publication Year: 2017 Source 2017 v.24 no.35 Remove constraint Source: 2017 v.24 no.35 Subject China Remove constraint Subject: China Subject models Remove constraint Subject: models Subject air quality Remove constraint Subject: air quality
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1. Identifying regional service function from PM2.5 mass concentration throughout a city with non-negative tensor factorization approach

Author:
Hu, Dongmei; Zhou, Yang; Xu, Ming; Wu, Jianping; Du, Yiman; Song, Bingyue; Hu, Kezhen
Source:
Environmental science and pollution research international 2017 v.24 no.35 pp. 26893-26900
ISSN:
0944-1344
Subject:
air quality; land use; models; monitoring; particulates; pollution; traffic; travel; China
Abstract:
... This paper examines the holistic viewpoint on pollution pattern from time, day, and region dimensions based on the public data of fine particle concentrations, which cover 35 ambient monitoring stations in Beijing firstly. According to data driven, non-negative tensor factorization (NTF) method is introduced to distinguish pollution patterns which could identify the area service function. Results ...
DOI:
10.1007/s11356-015-4365-2