773
Views
14
CrossRef citations to date
0
Altmetric
Articles

Exposing the urban continuum: implications and cross-comparison from an interdisciplinary perspective

ORCID Icon, , ORCID Icon, ORCID Icon, ORCID Icon, & show all
Pages 22-44 | Received 01 Jun 2018, Accepted 13 Nov 2018, Published online: 26 Nov 2018

References

  • Balk, D. L., and Z. Liu. under review. “Urbanization, Migrants and Vulnerability to Flooding in Bangladesh.” Paper previously presented at the Population Association of America Annual meetings, 2017.
  • Balk, D. L., S. V. Nghiem, B. R. Jones, Z. Liu, and G. Dunn. 2018. “Up and out: A Multifaceted Approach to Characterizing Urbanization in Greater Saigon, 2000–2009.” Landscape and Urban Planning. doi:10.1016/j.landurbplan.2018.07.009. (in press).
  • Chen, J., B. Yifang, and L. Songnian. 2014. “Open Access to Earth Land-Cover Map: China.” Nature 514: 434–434. doi: 10.1038/nature13609
  • Cohen, J. 1960. “A Coefficient of Agreement for Nominal Scales.” Educational and Psychological Measurement 20: 37–46. doi: 10.1177/001316446002000104
  • Corbane, C., G. Lemoine, M. Pesaresi, T. Kemper, F. Sabo, S. Ferri, and V. Syrris. 2018. “Enhanced Automatic Detection of Human Settlements Using Sentinel-1 Interferometric Coherence.” International Journal of Remote Sensing 39 (3): 842–853. doi: 10.1080/01431161.2017.1392642
  • Corbane, C., M. Pesaresi, T. Kemper, P. Politis, A. J. Florczyk, V. Syrris, and P. Soille. under review. “Enhanced Global Delineation of Human Settlements from 40 Years of Landsat Satellite Data Archives.” Nature Scientific Data.
  • Corbane, C., M. Pesaresi, P. Politis, V. Syrris, A. J. Florczyk, P. Soille, L. Maffenini, et al. 2017. “Big Earth Data Analytics on Sentinel-1 and Landsat Imagery in Support to Global Human Settlements Mapping.” Big Earth Data 1 (1-2): 118–144. doi: 10.1080/20964471.2017.1397899
  • Del Frate, F., F. Pacifici, and D. Solimini. 2008. “Monitoring Urban Land Cover in Rome, Italy, and its Changes by Single-Polarization Multitemporal SAR Images.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 1 (2): 87–97. doi: 10.1109/JSTARS.2008.2002221
  • Dorélien, A., D. Balk, and M. Todd. 2013. “What is Urban? Comparing a Satellite View with the Demographic and Health Surveys.” Population and Development Review 39 (3): 413–439. doi: 10.1111/j.1728-4457.2013.00610.x
  • European Commission. 2016. State of European Cities 2016. Cities Leading the Way to a Better Future. Luxembourg: European Union and UN Habitat.
  • Facebook Connectivity Lab and Center for International Earth Science Information Network - CIESIN - Columbia University. 2016. High Resolution Settlement Layer (HRSL). Source imagery for HRSL © 2016 DigitalGlobe. Accessed March 23, 2018.
  • Fawcett, T. 2006. “An Introduction to ROC Analysis.” Pattern Recognition Letters 27 (8): 861–874. doi: 10.1016/j.patrec.2005.10.010
  • Fielding, A. H., and J. F. Bell. 1997. “A Review of Methods for the Assessment of Prediction Errors in Conservation Presence/Absence Models.” Environmental Conservation 24 (01): 38–49. doi: 10.1017/S0376892997000088
  • Florczyk, A. J., D. Ehrlich, C. Corbane, S. Freire, T. Kemper, M. Melchiorri, M. Pesaresi, P. Politis, M. Schiavina, and L. Zanchetta. 2018. “Community Pre-Release of GHS Data Package (GHS CR2018) in Support to the GEO Human Planet Initiative.” JRC Technical. Report.
  • Freire, S., T. Kemper, M. Pesaresi, A. J. Florczyk, and V. Syrris. 2015. “Combining GHSL and GPW to Improve Global Population Mapping,” 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2541–2543.
  • Gao, J., and B. O’Neill. 2017. “Comparing Spatiotemporal Patterns of Human Population and Built-up Land: Implications for Environmental Impact Analysis and Modeling.” under review.
  • Grey, W. M. F., A. J. Luckman, and D. Holland. 2003. “Mapping Urban Change in the UK Using Satellite Radar Interferometry.” Remote Sensing of Environment 87 (1): 16–22. doi: 10.1016/S0034-4257(03)00142-1
  • Kubat, M., and S. Matwin. 1997. “Addressing the Curse of Imbalanced Training Sets: One-Sided Selection.” Proceedings of the 14th International Conference on Machine Learning (ICML) 97: 179–186.
  • Leyk, S., B. P. Buttenfield, N. N. Nagle, and A. K. Stum. 2013. “Establishing Relationships between Parcel Data and Landcover for Demographic Small Area Estimation.” Cartography and Geographic Information Science 40 (4): 305–315. doi: 10.1080/15230406.2013.782682
  • Leyk, S., M. Ruther, B. P. Buttenfield, N. N. Nagle, and A. K. Stum. 2014. “Modeling Residential Developed and in Rural Areas: A Size-Restricted Approach Using Parcel Data.” Applied Geography 47 (1): 33–45. doi: 10.1016/j.apgeog.2013.11.013
  • Leyk, S., J. H. Uhl, D. Balk, and B. Jones. 2018. “Assessing the Accuracy of Multi-Temporal Built-up Land Layers across Rural-Urban Trajectories in the United States.” Remote Sensing of Environment 204: 898–917. doi: 10.1016/j.rse.2017.08.035
  • Manson, S. M., H. A. Sander, D. Ghosh, J. M. Oakes, M. W. Orfield Jr, W. J. Craig, T. F. Luce Jr, E. Myott, and S. Sun. 2009. “Parcel Data for Research and Policy.” Geography Compass 3 (2): 698–726. doi: 10.1111/j.1749-8198.2008.00209.x
  • Nguyen, G. Hoang, A. Bouzerdoum, and S. Phung. 2009. “Learning Pattern Classification Tasks with Imbalanced Data Sets.” In Pattern Recognition, edited by P. Yin, 193–208. Vukovar, Croatia: IntechOpen.
  • Olofsson, P., G. M. Foody, S. V. Stehman, and C. E. Woodcock. 2013. “Making Better Use of Accuracy Data in Land Change Studies: Estimating Accuracy and Area and Quantifying Uncertainty Using Stratified Estimation.” Remote Sensing of Environment 129: 122–131. doi: 10.1016/j.rse.2012.10.031
  • Pesaresi, M., D. Ehrlich, S. Ferri, A. J. Florczyk, S. Freire, M. Halkia, A. Julea, T. Kemper, P. Soille, and V. Syrris. 2016a. Operating Procedure for the Production of the Global Human Settlement Layer from Landsat Data of the Epochs 1975, 1990, 2000, and 2014. Luxembourg: Publications Office of the European Union.
  • Pesaresi, M., G. Huadong, X. Blaes, D. Ehrlich, S. Ferri, L. Gueguen, M. Halkia, et al. 2013. “A Global Human Settlement Layer from Optical HR/VHR RS Data: Concept and First Results.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 6 (5): 2102–2131. doi: 10.1109/JSTARS.2013.2271445
  • Pesaresi, M., V. Syrris, and A. M. Julea. 2015. “Benchmarking of the Symbolic Machine Learning Classifier with State of the Art Image Classification Methods - Application to Remote Sensing Imagery.” Publications Office of the European Union. EUR 27518 EN. doi:10.2788/638672.
  • Pesaresi, M., V. Syrris, and A. Julea. 2016b. “A New Method for Earth Observation Data Analytics Based on Symbolic Machine Learning.” Remote Sensing 8: 399. doi: 10.3390/rs8050399
  • Pontius Jr, R. G., and M. Millones. 2011. “Death to Kappa: Birth of Quantity Disagreement and Allocation Disagreement for Accuracy Assessment.” International Journal of Remote Sensing 32 (15): 4407–4429. doi: 10.1080/01431161.2011.552923
  • Ratcliffe, M. 2015. “A Century of Delineating a Changing Landscape: The Census Bureau’s Urban and Rural Classification, 1910 TO 2010.” Annual meeting of the social science history association, Baltimore, MD, November 14, 2015.
  • Rosenfield, G., and M. Melley. 1980. “Applications of Statistics to Thematic Mapping.” Photogrammetric Engineering and Remote Sensing 46: 1287–1294.
  • Sabo, F., C. Corbane, A. J. Florczyk, S. Ferri, M. Pesaresi, and T. Kemper. 2018. "Comparison of built‐up area maps produced within the global human settlement framework." Transactions in GIS. doi:10.1111/tgis.12480.
  • Smith, J. H., J. D. Wickham, S. V. Stehman, and L. Yang. 2002. “Impacts of Patch Size and Landcover Heterogeneity on Thematic Image Classification Accuracy.” Photogramm. Eng. Remote. Sens 68: 65–70.
  • Soille, P., A. Burger, D. De Marchi, P. Kempeneers, D. Rodriguez, V. Syrris, and V. Vasilev. 2018. “A Versatile Data-Intensive Computing Platform for Information Retrieval from Big Geospatial Data.” Future Generation Computer Systems 81: 30–40. doi: 10.1016/j.future.2017.11.007
  • Sugarbaker, L. J., E. W. Constance, H. K. Heidemann, A. L. Jason, Vicki Lukas, D. L. Saghy, and J. M. Stoker. 2014. “The 3D Elevation Program Initiative—A Call for Action: U.S.” Geological Survey Circular 1399: 35 p. doi:10.3133/cir1399.
  • Tapp, A. F. 2010. “Areal Interpolation and Dasymetric Mapping Methods Using Local Ancillary Data Sources.” Cartography and Geographic Information Science 37 (3): 215–228.00 doi: 10.1559/152304010792194976
  • Uhl, J. H., and S. Leyk. 2017. “A Framework for Radiometric Sensitivity Evaluation of Medium Resolution Remote Sensing Time Series Data to Built-up Land Cover Change.” Proceedings of IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2017: 1908–1911. doi: 10.1109/IGARSS.2017.8127351
  • Uhl, J. H., S. Leyk, Y. Y. Chiang, W. Duan, and C. A. Knoblock. 2017. “Extracting Human Settlement Footprint from Historical Topographic Map Series Using Context-Based Machine Learning.” Proceedings of 8th International Conference of Pattern Recognition Systems (ICPRS 2017) 1: 1–6. doi:10.1049/cp.2017.0144.
  • Uhl, J. H., S. Leyk, A. J. Florczyk, M. Pesaresi, and D. Balk. 2016. “Assessing Spatiotemporal Agreement between Multi-Temporal Built-up Land Layers and Integrated Cadastral and Building Data.” Proceedings of International Conference on GIScience Short Paper Proceedings 1 (1): 320–323.
  • UN (United Nations). 2018. World Urbanization Prospects. 2018 Revision. New York: United Nations Department of Economic and Social Affairs.
  • U.S. Census Bureau. 2010. “2010 Census Urban and Rural Classification and Urban Area Criteria.” https://www.census.gov/geo/reference/ua/urban-rural-2010.html.
  • von Meyer, N., and B. Jones. 2013. “Building National Parcel Data in the United States: One State at a Time.” International Association of Assessing Officers Fair and Equitable July 2013: 3–10.
  • Wickham, J. D., S. V. Stehman, L. Gass, J. Dewitz, J. A. Fry, and T. G. Wade. 2013. “Accuracy Assessment of NLCD 2006 Land Cover and Impervious Surface.” Remote Sensing of Environment 130 (15): 294–304. doi: 10.1016/j.rse.2012.12.001
  • Yuan, J. 2016. “Automatic Building Extraction in Aerial Scenes Using Convolutional Networks.” arXiv preprint, arXiv:1602.06564.
  • Zhu, Z., C. E. Woodcock, J. Rogan, and J. Kellndorfer. 2012. “Assessment of Spectral, Polarimetric, Temporal, and Spatial Dimensions for Urban and Peri-Urban Land Cover Classification Using Landsat and SAR Data.” Remote Sensing of Environment 117: 72–82. doi: 10.1016/j.rse.2011.07.020
  • Zoraghein, H., and S. Leyk. 2018. “Enhancing Areal Interpolation Frameworks through Dasymetric Refinement to Create Consistent Population Estimates across Censuses.” International Journal of Geographical Information Science 32 (10): 1948–1976. doi: 10.1080/13658816.2018.1472267
  • Zoraghein, H., S. Leyk, M. Ruther, and B. P. Buttenfield. 2016. “Exploiting Temporal Information in Parcel Data to Refine Small Area Population Estimates.” Computers Environment and Urban Systems 58: 19–28. doi: 10.1016/j.compenvurbsys.2016.03.004

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.