HOW AIR QUALITY AFFECTS HUMAN MOBILITY PATTERNS: AN EXPLORATORY ANALYSIS
Abstract. Air quality acts as an important factor that human may consider as they make decisions on when and where they would go. In order to access how much the air quality affects human mobility patterns, the air quality was measured using air quality index (AQI) and human mobility patterns were measured by travel volume and travel distance of shared bikes. Their correlation that presents on weekdays and weekends as well as in different administrative districts were investigated using Spearman correlation analysis method. A case study was conducted in Beijing, China using bike sharing data and air quality data ranging from May 10 to 16, 2017. The results show that travel distance is more sensitive to air quality on weekdays such as Changping District (−0.20), Haidian District (−0.13), Shunyi District (−0.12). The travel volume on weekdays is less sensitive to air quality due to commuting. The travel volume has a negative relationship with AQI on weekends. Fengtai District, Huairou District, Pinggu District are more susceptible to severe air quality, leading to a reduction in bike traveling distance. This work sheds light on understanding human-environment coupling mechanism and promoting urban sustainable development.
- Standort
-
Deutsche Nationalbibliothek Frankfurt am Main
- Umfang
-
Online-Ressource
- Sprache
-
Englisch
- Erschienen in
-
HOW AIR QUALITY AFFECTS HUMAN MOBILITY PATTERNS: AN EXPLORATORY ANALYSIS ; volume:XLVIII-1/W2-2023 ; year:2023 ; pages:369-374 ; extent:6
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences ; XLVIII-1/W2-2023 (2023), 369-374 (gesamt 6)
- Klassifikation
-
Geografie, Reisen
- Urheber
-
Xu, S.
Zhao, Y.
Li, S.
- DOI
-
10.5194/isprs-archives-XLVIII-1-W2-2023-369-2023
- URN
-
urn:nbn:de:101:1-2023121403192545864801
- Rechteinformation
-
Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
- Letzte Aktualisierung
-
15.08.2025, 07:29 MESZ
Datenpartner
Deutsche Nationalbibliothek. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Beteiligte
- Xu, S.
- Zhao, Y.
- Li, S.
Ähnliche Objekte (12)
UNDERWATER IMAGE ENHANCEMENT BASED ON POLARIZATION IMAGING
CARBON SEQUESTRATION ESTIMATION OF STREET TREES BASED ON POINT CLOUD FROM VEHICLE-BORNE LASER SCANNING SYSTEM
THE INTERPLAY BETWEEN EARTHEN LANDSCAPE HERITAGE AND SOCIO-POLITICAL DEVELOPMENTS IN THE NORTHERN WEI DYNASTY: A VIEW FROM ARCHAEOLOGY
A REAL-TIME PHOTOGRAMMETRIC SYSTEM FOR MONITORING HUMAN MOVEMENT DYNAMICS
First GPS TEC maps of ionospheric disturbances induced by reflected tsunami waves: The Tohoku case study
A POINT CLOUD CLASSIFICATION APPROACH BASED ON VERTICAL STRUCTURES OF GROUND OBJECTS
Atmospheric organic matter in clouds: exact masses and molecular formula identification using ultrahigh-resolution FT-ICR mass spectrometry
EVALUATING THE INFLUENCE OF SATELLITE OBSERVATION ON INVERSING NO X EMISSION AT REGIONAL SCALE
Patterns in atmospheric carbonaceous aerosols in China: emission estimates and observed concentrations
LGS: LOCAL GEOMETRICAL STRUCTURE-BASED INTEREST POINT MATCHING FOR WIDE-BASELINE IMAGERY IN URBAN AREAS
Displacement analysis of point cloud removed ground collapse effect in SMW by CANUPO machine learning algorithm
A SAR IMAGE REGISTRATION METHOD BASED ON SIFT ALGORITHM
UNDERWATER IMAGE ENHANCEMENT BASED ON POLARIZATION IMAGING
CARBON SEQUESTRATION ESTIMATION OF STREET TREES BASED ON POINT CLOUD FROM VEHICLE-BORNE LASER SCANNING SYSTEM
THE INTERPLAY BETWEEN EARTHEN LANDSCAPE HERITAGE AND SOCIO-POLITICAL DEVELOPMENTS IN THE NORTHERN WEI DYNASTY: A VIEW FROM ARCHAEOLOGY
A REAL-TIME PHOTOGRAMMETRIC SYSTEM FOR MONITORING HUMAN MOVEMENT DYNAMICS
First GPS TEC maps of ionospheric disturbances induced by reflected tsunami waves: The Tohoku case study
A POINT CLOUD CLASSIFICATION APPROACH BASED ON VERTICAL STRUCTURES OF GROUND OBJECTS
Atmospheric organic matter in clouds: exact masses and molecular formula identification using ultrahigh-resolution FT-ICR mass spectrometry
EVALUATING THE INFLUENCE OF SATELLITE OBSERVATION ON INVERSING NO X EMISSION AT REGIONAL SCALE
Patterns in atmospheric carbonaceous aerosols in China: emission estimates and observed concentrations
LGS: LOCAL GEOMETRICAL STRUCTURE-BASED INTEREST POINT MATCHING FOR WIDE-BASELINE IMAGERY IN URBAN AREAS
Displacement analysis of point cloud removed ground collapse effect in SMW by CANUPO machine learning algorithm
A SAR IMAGE REGISTRATION METHOD BASED ON SIFT ALGORITHM
UNDERWATER IMAGE ENHANCEMENT BASED ON POLARIZATION IMAGING
CARBON SEQUESTRATION ESTIMATION OF STREET TREES BASED ON POINT CLOUD FROM VEHICLE-BORNE LASER SCANNING SYSTEM
THE INTERPLAY BETWEEN EARTHEN LANDSCAPE HERITAGE AND SOCIO-POLITICAL DEVELOPMENTS IN THE NORTHERN WEI DYNASTY: A VIEW FROM ARCHAEOLOGY
A REAL-TIME PHOTOGRAMMETRIC SYSTEM FOR MONITORING HUMAN MOVEMENT DYNAMICS
First GPS TEC maps of ionospheric disturbances induced by reflected tsunami waves: The Tohoku case study
A POINT CLOUD CLASSIFICATION APPROACH BASED ON VERTICAL STRUCTURES OF GROUND OBJECTS
Atmospheric organic matter in clouds: exact masses and molecular formula identification using ultrahigh-resolution FT-ICR mass spectrometry
EVALUATING THE INFLUENCE OF SATELLITE OBSERVATION ON INVERSING NO X EMISSION AT REGIONAL SCALE
Patterns in atmospheric carbonaceous aerosols in China: emission estimates and observed concentrations
LGS: LOCAL GEOMETRICAL STRUCTURE-BASED INTEREST POINT MATCHING FOR WIDE-BASELINE IMAGERY IN URBAN AREAS
Displacement analysis of point cloud removed ground collapse effect in SMW by CANUPO machine learning algorithm