M. Papas, A. Alberg, and R. Ewing, The Built Environment and Obesity, Epidemiologic Reviews, vol.29, issue.1, pp.129-143, 2007.
DOI : 10.1093/epirev/mxm009

J. Feng, T. Glass, and F. Curriero, The built environment and obesity: A systematic review of the epidemiologic evidence, Health & Place, vol.16, issue.2, pp.175-190, 2010.
DOI : 10.1016/j.healthplace.2009.09.008

K. Ball, R. Jeffery, and D. Crawford, Mismatch between perceived and objective measures of physical activity environments, Preventive Medicine, vol.47, issue.3, pp.294-298, 2008.
DOI : 10.1016/j.ypmed.2008.05.001

T. Barnes, B. Bell, and D. Freedman, Do people really know what food retailers exist in their neighborhood? Examining GIS-based and perceived presence of retail food outlets in an eight-county region of South Carolina, Spatial and Spatio-temporal Epidemiology, vol.13, pp.31-40, 2015.
DOI : 10.1016/j.sste.2015.04.004

C. Caspi, I. Kawachi, and S. Subramanian, The relationship between diet and perceived and objective access to supermarkets among low-income housing residents, Social Science & Medicine, vol.75, issue.7, pp.1254-1262, 1982.
DOI : 10.1016/j.socscimed.2012.05.014

K. Gebel, A. Bauman, and N. Owen, Correlates of Non-Concordance between Perceived and Objective Measures of Walkability, Annals of Behavioral Medicine, vol.28, issue.3, pp.228-238, 2009.
DOI : 10.1007/s12160-009-9098-3

K. Gebel, A. Bauman, and T. Sugiyama, Mismatch between perceived and objectively assessed neighborhood walkability attributes: Prospective relationships with walking and weight gain, Health & Place, vol.17, issue.2, pp.519-524, 2011.
DOI : 10.1016/j.healthplace.2010.12.008

K. Kirtland, D. Porter, and C. Addy, Environmental measures of physical activity supports, American Journal of Preventive Medicine, vol.24, issue.4, pp.323-331, 2003.
DOI : 10.1016/S0749-3797(03)00021-7

K. Lackey and A. Kaczynski, Correspondence of perceived vs. objective proximity to parks and their relationship to park-based physical activity, International Journal of Behavioral Nutrition and Physical Activity, vol.6, issue.1, pp.53-70, 2009.
DOI : 10.1186/1479-5868-6-53

E. Leslie, T. Sugiyama, and D. Ierodiaconou, Perceived and objectively measured greenness of neighbourhoods: Are they measuring the same thing?, Landscape and Urban Planning, vol.95, issue.1-2, pp.28-33, 2010.
DOI : 10.1016/j.landurbplan.2009.11.002

S. Macintyre, L. Macdonald, and A. Ellaway, Lack of agreement between measured and self-reported distance from public green parks in Glasgow, Scotland, International Journal of Behavioral Nutrition and Physical Activity, vol.5, issue.1, p.26, 2008.
DOI : 10.1186/1479-5868-5-26

G. Mccormack, E. Cerin, and E. Leslie, Objective Versus Perceived Walking Distances to Destinations: Correspondence and Predictive Validity, Environment and Behavior, vol.40, issue.3, pp.401-425, 2008.
DOI : 10.1177/0013916507300560

A. Mcginn, K. Evenson, and A. Herring, Exploring Associations between Physical Activity and Perceived and Objective Measures of the Built Environment, Journal of Urban Health, vol.18, issue.1, pp.162-184, 2007.
DOI : 10.1007/s11524-006-9136-4

M. Koohsari, H. Badland, and T. Sugiyama, Mismatch between Perceived and Objectively Measured Land Use Mix and Street Connectivity: Associations with Neighborhood Walking, Journal of Urban Health, vol.25, issue.4, pp.242-252, 2015.
DOI : 10.1007/s11524-014-9928-x

C. Kamphuis, J. Mackenbach, K. Giskes, M. Huisman, J. Brug et al., Why do poor people perceive poor neighbourhoods? The role of objective neighbourhood features and psychosocial factors, Health & Place, vol.16, issue.4, pp.744-754, 2010.
DOI : 10.1016/j.healthplace.2010.03.006

T. Boehmer, C. Hoehner, and K. Wyrwich, Correspondence between Perceived and Observed Measures of Neighborhood Environmental Supports for Physical Activity, Journal of Physical Activity and Health, vol.3, issue.1, p.22, 2006.
DOI : 10.1123/jpah.3.1.22

J. Bethlehem, J. Mackenbach, and M. Ben-rebah, The SPOTLIGHT virtual audit tool: a valid and reliable tool to assess obesogenic characteristics of the built environment, International Journal of Health Geographics, vol.13, issue.1, p.52, 2014.
DOI : 10.1016/j.healthplace.2010.08.007
URL : https://hal.archives-ouvertes.fr/hal-01328591

H. Charreire, J. Mackenbach, and M. Ouasti, Using remote sensing to define environmental characteristics related to physical activity and dietary behaviours: A systematic review (the SPOTLIGHT project), Health & Place, vol.25, pp.1-9, 2014.
DOI : 10.1016/j.healthplace.2013.09.017
URL : https://hal.archives-ouvertes.fr/hal-01261078

J. Curtis, A. Curtis, and J. Mapes, Using google street view for systematic observation of the built environment: analysis of spatio-temporal instability of imagery dates, International Journal of Health Geographics, vol.12, issue.1, p.53, 2013.
DOI : 10.1080/01944363.2013.790100

P. Griew, M. Hillsdon, and C. Foster, Developing and testing a street audit tool using Google Street View to measure environmental supportiveness for physical activity, International Journal of Behavioral Nutrition and Physical Activity, vol.10, issue.1, p.103, 2013.
DOI : 10.1016/j.healthplace.2010.04.002

C. Kelly, J. Wilson, and E. Baker, Using Google Street View to Audit the Built Environment: Inter-rater Reliability Results, Annals of Behavioral Medicine, vol.33, issue.6, pp.108-112, 2013.
DOI : 10.1007/s12160-012-9419-9

C. Odgers, A. Caspi, and C. Bates, Systematic social observation of children???s neighborhoods using Google Street View: a reliable and cost-effective method, Journal of Child Psychology and Psychiatry, vol.5, issue.10, pp.1009-1017, 2012.
DOI : 10.1111/j.1469-7610.2012.02565.x

A. Rundle, M. Bader, and C. Richards, Using Google Street View to Audit Neighborhood Environments, American Journal of Preventive Medicine, vol.40, issue.1, pp.94-100, 2011.
DOI : 10.1016/j.amepre.2010.09.034

J. Lakerveld, J. Brug, and S. Bot, Sustainable prevention of obesity through integrated strategies: The SPOTLIGHT project???s conceptual framework and design, BMC Public Health, vol.299, issue.Suppl 1, p.793, 2012.
DOI : 10.1093/acprof:oso/9780199571512.003.0012

J. Lakerveld, M. Ben-rebah, and J. Mackenbach, Obesity-related behaviours and BMI in five urban regions across Europe: sampling design and results from the SPOTLIGHT cross-sectional survey, BMJ Open, vol.25, issue.(Suppl 2), pp.8505-8515, 2015.
DOI : 10.1136/bmjopen-2015-008505
URL : https://hal.archives-ouvertes.fr/hal-01258736

H. Spittaels, C. Foster, and J. Oppert, Assessment of environmental correlates of physical activity: development of a European questionnaire, International Journal of Behavioral Nutrition and Physical Activity, vol.6, issue.1, pp.39-73, 2009.
DOI : 10.1186/1479-5868-6-39

C. Curl, S. Beresford, and A. Hajat, Associations of Organic Produce Consumption with Socioeconomic Status and the Local Food Environment: Multi-Ethnic Study of Atherosclerosis (MESA), PLoS ONE, vol.8, issue.1, p.69778, 2013.
DOI : 10.1371/journal.pone.0069778.t003

T. Feuillet, H. Charreire, C. Roda, M. Ben-rebah, J. Mackenbach et al., Neighbourhood typology based on virtual audit of environmental obesogenic characteristics, Obesity Reviews, vol.3, issue.6, pp.19-30, 2016.
DOI : 10.1111/obr.12378
URL : https://hal.archives-ouvertes.fr/hal-01393166

H. Charreire, T. Feuillet, and R. C. , Self-defined residential neighbourhoods: size variations and correlates across five European urban regions, Obesity Reviews, vol.22, issue.Suppl. 1, pp.9-18, 2016.
DOI : 10.1111/obr.12380
URL : https://hal.archives-ouvertes.fr/hal-01305797

S. Mohnen, P. Groenewegen, and B. Völker, Neighborhood social capital and individual health, Social Science & Medicine, vol.72, issue.5, pp.660-667, 1982.
DOI : 10.1016/j.socscimed.2010.12.004

K. De-jong, M. Albin, and E. Skärbäck, Area-aggregated assessments of perceived environmental attributes may overcome single-source bias in studies of green environments and health: results from a cross-sectional survey in southern Sweden, Environmental Health, vol.5, issue.1, p.4, 2011.
DOI : 10.1186/1479-5868-5-26

M. Mujahid, D. Roux, A. Morenoff, and J. , Assessing the Measurement Properties of Neighborhood Scales: From Psychometrics to Ecometrics, American Journal of Epidemiology, vol.165, issue.8, pp.858-867, 2007.
DOI : 10.1093/aje/kwm040

J. Fleiss, Statistical Methods for Rates and Proportions, 1981.
DOI : 10.1002/0471445428

J. Landis and G. Koch, The Measurement of Observer Agreement for Categorical Data, Biometrics, vol.33, issue.1, pp.159-174, 1977.
DOI : 10.2307/2529310

F. Husson, S. Le, and J. Pages, Exploratory Multivariate Analysis by Example Using R, 2010.
DOI : 10.1201/b10345
URL : https://hal.archives-ouvertes.fr/hal-00566638

S. Lê, A. Rennes, and J. Josse, FactoMineR: an R package for multivariate analysis, 45 R Core Team. R: A language and environment for statistical computing. R Foundation for Statistical Computing, pp.1-18, 2008.

C. Coulton, J. Korbin, and T. Chan, Mapping Residents' Perceptions of Neighborhood Boundaries: A Methodological Note, American Journal of Community Psychology, vol.21, issue.4, pp.371-383, 2001.
DOI : 10.1023/A:1010303419034