P. Gordon and H. W. Richardson, Are Compact Cities a Desirable Planning Goal?, Journal of the American Planning Association, vol.45, issue.1, pp.95-106, 1997.
DOI : 10.1080/01944367908976967

M. Breheny, The Compact City and Transport Energy Consumption, Transactions of the Institute of British Geographers, pp.81-101, 1995.
DOI : 10.2307/622726

R. Burgess, The compact city debate: A global perspective, " in Compact cities: Sustainable urban forms for developing countries, pp.9-24, 2000.

M. Neuman, The Compact City Fallacy, Journal of Planning Education and Research, vol.44, issue.1, pp.11-26, 2005.
DOI : 10.1177/0739456X04270466

Y. Song, L. Merlin, and D. Rodriguez, Comparing measures of urban land use mix, Computers, Environment and Urban Systems, vol.42, pp.1-13, 2013.
DOI : 10.1016/j.compenvurbsys.2013.08.001

M. Leccese and K. Mccormick, Charter of the new urbanism This is smart growth Smart Growth Net- work, Tech. Rep, 2000.

R. Cervero, C. Ferrell, and S. Murphy, Transit-oriented development and joint development in the United States: A literature review, TCRP Research Results Digest, issue.52, 2002.

G. D. Squires, Urban sprawl: Causes, consequences, & policy responses. The Urban Insitute, 2002.

M. P. Johnson, Environmental Impacts of Urban Sprawl: A Survey of the Literature and Proposed Research Agenda, Environment and Planning A, vol.41, issue.4, pp.717-735, 2001.
DOI : 10.1068/a3327

A. Nelson and J. Duncan, Growth management principles and practices, 1995.

R. H. Available and . Ewing, Characteristics, causes, and effects of sprawl: A literature review, pp.519-535, 1995.

H. E. Christian, F. C. Bull, N. J. Middleton, M. W. Knuiman, M. L. Divitini et al., How important is the land use mix measure in understanding walking behaviour? Results from the RESIDE study, International Journal of Behavioral Nutrition and Physical Activity, vol.8, issue.1, p.1, 2011.
DOI : 10.1186/1476-072X-6-41

L. D. Frank, M. A. Andresen, and T. L. Schmid, Obesity relationships with community design, physical activity, and time spent in cars, American Journal of Preventive Medicine, vol.27, issue.2, pp.87-96, 2004.
DOI : 10.1016/j.amepre.2004.04.011

R. Cervero, Mixed land-uses and commuting: Evidence from the American Housing Survey, Transportation Research Part A: Policy and Practice, vol.30, issue.5, pp.361-377, 1996.
DOI : 10.1016/0965-8564(95)00033-X

K. Kockelman, Travel Behavior as Function of Accessibility, Land Use Mixing, and Land Use Balance: Evidence from San Francisco Bay Area, Transportation Research Record: Journal of the Transportation Research Board, vol.1607, issue.1607, pp.116-125, 1997.
DOI : 10.3141/1607-16

P. Newman and J. Kenworthy, Urban design to reduce automobile dependence, Opolis, vol.2, issue.1, 2006.

G. L. Raines, Description and comparison of geologic maps with FRAGSTATS???a spatial statistics program, Computers & Geosciences, vol.28, issue.2, pp.169-177, 2002.
DOI : 10.1016/S0098-3004(01)00030-9

H. A. Carlos, X. Shi, J. Sargent, S. Tanski, and E. M. Berke, Density estimation and adaptive bandwidths: A primer for public health practitioners, International Journal of Health Geographics, vol.9, issue.1, p.1, 2010.
DOI : 10.1186/1476-072X-9-39

M. Haklay and P. Weber, OpenStreetMap: User-Generated Street Maps, IEEE Pervasive Computing, vol.7, issue.4, pp.12-18, 2008.
DOI : 10.1109/MPRV.2008.80

M. F. Goodchild, Citizens as sensors: web 2.0 and the volunteering of geographic information, GeoFocus, vol.7, pp.8-10, 2007.

M. Forghani and M. R. Delavar, A Quality Study of the OpenStreetMap Dataset for Tehran, ISPRS International Journal of Geo-Information, vol.3, issue.2, pp.750-763, 2014.
DOI : 10.3390/ijgi3020750

C. Barron, P. Neis, and A. Zipf, A Comprehensive Framework for Intrinsic OpenStreetMap Quality Analysis, Transactions in GIS, vol.17, issue.6, pp.877-895, 2014.
DOI : 10.1111/tgis.12073

P. Mooney, P. Corcoran, and A. C. Winstanley, Towards quality metrics for OpenStreetMap, Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS '10, pp.514-517, 2010.
DOI : 10.1145/1869790.1869875

H. Fan, A. Zipf, Q. Fu, and P. Neis, Quality assessment for building footprints data on OpenStreetMap, International Journal of Geographical Information Science, vol.28, issue.1, pp.700-719, 2014.
DOI : 10.1080/13658816.2012.683486

M. Haklay, How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets, Environment and Planning B: Planning and Design, vol.32, issue.2, pp.682-703, 2010.
DOI : 10.1068/b35097

J. Girres and G. Touya, Quality assessment of the French Open- StreetMap dataset The street network evolution of crowdsourced maps: OpenStreetMap in Germany, Transactions in GIS Future Internet, vol.14, issue.4 1, pp.435-459, 2007.

M. Over, A. Schilling, S. Neubauer, and A. Zipf, Generating web-based 3D City Models from OpenStreetMap: The current situation in Germany, Computers, Environment and Urban Systems, vol.34, issue.6, pp.496-507, 2010.
DOI : 10.1016/j.compenvurbsys.2010.05.001

X. Liu and Y. Long, Automated identification and characterization of parcels with OpenStreetMap and points of interest, Environment and Planning B: Planning and Design, vol.2399, issue.1, pp.341-360, 2016.
DOI : 10.1177/0265813515604767

B. W. Silverman, Density estimation for statistics and data analysis, 1986.
DOI : 10.1007/978-1-4899-3324-9

F. Atash, Redesigning Suburbia for Walking and Transit: Emerging Concepts, Journal of Urban Planning and Development, vol.120, issue.1, pp.48-57, 1994.
DOI : 10.1061/(ASCE)0733-9488(1994)120:1(48)

L. Aultman-hall, M. Roorda, and B. W. Baetz, Using GIS for Evaluation of Neighborhood Pedestrian Accessibility, Journal of Urban Planning and Development, vol.123, issue.1, pp.10-17, 1997.
DOI : 10.1061/(ASCE)0733-9488(1997)123:1(10)

G. R. Mccormack, B. Giles-corti, and M. Bulsara, The relationship between destination proximity, destination mix and physical activity behaviors, Preventive Medicine, vol.46, issue.1, pp.33-40, 2007.
DOI : 10.1016/j.ypmed.2007.01.013

Y. Song and G. Knaap, Measuring the effects of mixed land uses on housing values, Regional Science and Urban Economics, vol.34, issue.6, pp.663-680, 2004.
DOI : 10.1016/j.regsciurbeco.2004.02.003

W. Mckinney, Data structures for statistical computing in python, Proceedings of the 9th Python in Science Conference, pp.51-56, 2010.

S. Seabold and J. Perktold, Statsmodels: Econometric and statistical modeling with python, Proceedings of the 9th Python in Science Conference, pp.57-61, 2010.

F. Alted and M. Fernández-alonso, Pytables: processing and analyzing extremely large amounts of data in python, pp.1-9, 2003.

S. Van-der-walt, S. C. Colbert, and G. Varoquaux, The NumPy Array: A Structure for Efficient Numerical Computation, Computing in Science & Engineering, vol.13, issue.2, pp.22-30, 2011.
DOI : 10.1109/MCSE.2011.37

URL : https://hal.archives-ouvertes.fr/inria-00564007

J. D. Hunter, Matplotlib: A 2D Graphics Environment, Computing in science and engineering, pp.90-95, 2007.
DOI : 10.1109/MCSE.2007.55