Below is a continually growing list of academic and scientific publications that provided us with scientific, computational and social knowledge to create the datasets in this web resource:
Albert R & A-L Barabási. 2002. Statistical mechanics of complex networks. Reviews of Modern Physics 74(1):47-97.
Barthelemy M. 2011. Spatial networks. Physics Reports 499:1-101. DOI: 10.1016/j.physrep.2010.11.002.
Batty M. 2013. The New Science of Cities. MIT Press:Cambridge, MA, USA. 518pp.
Boeing G & J Ha. 2024. Resilient by design: Simulating street network disruptions across every urban area ni the world. Transportation Research Part A: Policy and Practice 182:104016. DOI: 10.1016/j.tra.2024.104016.
Bollettino V, T Alcayna, P Vinck & P Dy. 2016. DisasterNet Philippines: Scoping Study Report. Technical Report, Harvard Humanitarian Initiative, pp 14.
Brandes U & T Erlebach (Eds.). 2005. Network Analysis: Methodological Foundations. Lecture Notes in Computer Science Vol 3418: Theoretical Computer Science and General Issues. Springer-Verlag:Berlin, Germany. 472pp.
Cajucom EP, GYJ Chao, GA Constantino, JA Ejares, SJG Quillope, HM Solomon & CL Ringor. 2019. Evaluation of the spatial distribution of evacuation centers in Metro Manila, Philippines. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-3/W8:79-85. DOI: 10.5194/isprs-archives-XLII-3-W8-79-2019.
Cardillo A, S Scellato, V Latora & S Porta. 2006. Structural properties of planar graphs of urban street patterns. Physical Review E 73(6):066107. DOI: 10.1103/PhysRevE.73.066107.
Crucitti P, V Latora & S Porta. 2006. Centrality in networks of urban streets. Chaos: An Interdisciplinary Journal of Nonlinear Science 16 (1): 015113. DOI: 10.1063/1.2150162.
Derrible S & C Kennedy. 2010. The complexity and robustness of metro networks. Physica A: Statistical Mechanics and its Applications 389(17):3678-3691. DOI: 10.1016/j.physa.2010.04.008.
D'Este GM & MAP Taylor. 2003. Network Vulnerability: An Approach to Reliability Analysis at the Level of National Strategic Transport Networks. In MG H Bell & Y Iida The Network Reliability of Transport. Emerald Group Publishing Limited:Leeds, pp 23-44. DOI: 10.1108/9781786359544-002.
Domingo SN & AJA Manejar. 2018. Disaster Preparedness and Local Governance in the Philippines. Discussion paper series no. 2018-52. Philippine Institute for Development Studies, pp 50.
Freeman LC. 1977. A set of measures of centrality based on betweenness. Sociometry 40(1):35–41. DOI: 10.2307/3033543.
Gao S, Y Wang, Y Gao & Y Liu. 2013. Understanding urban traffic-flow characteristics: A rethinking of betweenness centrality. Environment and Planning B: Urban Analytics and City Science 40(1):135-153. DOI: 10.1068/b38141.
Hyun KK, SP Mattingly & M Arabi. 2021. Network Analysis to Identify Critical Links for Relief Activities During Extreme Weather Events. Final Report, Solving Emerging Transportation Resiliency, Sustainability and Economic Challenges through the Use of Innovative Materials and Construction Methods: From Research to Implementation, Department of Transportation, USA, pp 69.
Jana D, S Malama, S Narasimhan & E Taciroglu. 2023. Edge-based graph neural network for ranking critical road segments in a network. PLOS One 18(12): e0296045. DOI: 10.1371/journal.pone.0296045.
Jiang B & C Claramunt. 2004. Topological analysis of urban street networks. Environment and Planning B: Urban Analytics and City Science 31(1):151-162. DOI: 10.1068/b306.
Marshall S. 2004. Streets and Patterns. Taylor and Francis Group: Milton Park, UK. 336pp. DOI: 10.4324/9780203589397.
Newman MEJ. 2003. The structure and function of complex networks. SIAM Review 45(2):167-256.
Newman MEJ. 2010. Networks: An Introduction. Oxford University Press:Oxford, England. 784pp.
Porta S, P Crucitti & V Latora. 2006. The network analysis of urban streets: A dual approach. Physica A: Statistical Mechanics and its Applications 369(2):853-866. DOI: 10.1016/j.physa.2005.12.063.
Saberi M & HS Mahmassani. 2012. Exploring properties of networkwide flow-density relations in a freeway network. Transportation Research Record: Journal of the Transportation Research Board 2315(1):153-163. DOI: 10.3141/2315-16.
Sedgewick R. 2002. Algorithms in C: Parts 1-4: Fundamentals, Data Structure, Sorting, Searching, 3rd ed. Addison Wesley Professional: Boston, MA, USA. 720pp.
Sedgewick R. 2001. Algorithms in C, Part 5: Graph Algorithms, 3rd ed. Addison Wesley Professional: Boston, MA, USA. 512pp.
Sohn J. 2006. Evaluating the significance of highway network links under the flood damage: An accessibility approach. Transportation Research Part A: Policy and Practice 40(6):491-506. DOI: 10.1016/j.tra.2005.08.006.
Tarjan, RE. 1974. A note on finding the bridges of a graph. Information Processing Letters 2(6):160-161. DOI: 10.1016/0020-0190(74)90003-9.
United Nations Office for Disaster Risk Reduction (UNDRR). 2015. Global Assessment Report on Disaster Risk Reduction. United Nations, 316pp (ISSN: 9789211320428).
Wisner B, P Blaikie, T Cannon & I Davis. 2004. At Risk: Natural Hazards, People's Vulnerability and Disasters. Routledge: London, 496pp (ISBN: 9780203714775).
Xie F & D Levinson. 2007. Measuring the structure of road networks. Geographical Analysis 39(3):336-356. DOI: 10.1111/j.1538-4632.2007.00707.x.
Xie F & D Levinson. 2009. Modeling the growth of transportation networks: A comprehensive review. Networks and Spatial Economics 9:291-307. DOI: 10.1007/s11067-007-9037-4.
Alejandria HCM, MJN Bernardo, KRC Peña, HPT Abalos, JVOQ Samorano, YPM Aquino, CAM Favis, MT Cahulogan & RJU Solidum. n.d. Geotagging and Multi-hazard Assessment of Evacuation Centers in the Philippines. Philippine Institute of Volcanology and Seismology (Phivolcs), 15pp.
Camarri B, PR Eastwood, NM Cecins, PJ Thompson & S Jenkins. 2006. Six minute walk distance in healthy subjects aged 55-75 years. Respiratory Medicine 100(4):658-65. DOI: 10.1016/j.rmed.2005.08.003.
Fidel MBCC, CB Gonzales-Suarez, AR dela Cruz, EA Roxas, MR Fernandez & CG Cruz. 2021. Spatiotemporal parameters of gait in Filipino adults using the 3-d motion capture system. Journal of Medicine University of Sto. Tomas 5(2):744-754. DOI: 10.35460/2546-1621.2021-0019.
Google. n.d. Google Maps. retrieved from https://maps.google.com.
Kunegis J. 2013. KONECT: the Koblenz network collection. In Proceedings of the 22nd International Conference on World Wide Web (WWW13), pp 1343 - 1350. DOI: 10.1145/2487788.2488173.
OpenStreetMap contributors. (n.d.). OpenStreetMap. Retrieved from https://www.openstreetmap.org.
OpenStreetMap Wiki contributors. (n.d.). Overpass API/Overpass QL. In OpenStreetMap Wiki. retrieved from https://wiki.openstreetmap.org/w/index.php?title=Overpass_API/Overpass_QL&oldid=2741669.
Pacific Disaster Center. 2021. Philippines National Disaster Preparedness Baseline Assessment: A Data-driven Tool for Assessing Risk and Building Lasting Resilience. PDC Global: Kihei, Hawaii, USA, pp 232.
United Nations. (2018). World Urbanization Prospects: The 2018 Revision. United Nations: New York, NY, USA. 124pp.
Boeing G. 2017. OSMnx: A Python package to work with graph-theoretic OpenStreetMap street networks. Journal of Open Source Software 2(12):215. DOI: 10.21105/joss.00215.
Boeing G. 2024. Modeling and Analyzing Urban Networks and Amenities with OSMnx. Working paper. URL: https://geoffboeing.com/publications/osmnx-paper/
Brandes U, M Eiglsperger, J Lerner & C Pich. 2013. Graph Markup Language (GraphML). In R Tamassia (ed.) Handbook of Graph Drawing and Visualization. CRC Press: Boca Raton, LA. pp. 517–541. DOI: 10.1201/b15385.
de Nooy W, A Mrvar & V Batagelj. 2018. Exploratory Social Network Analysis with Pajek: Revised and Expanded Edition for Updated Software, 3rd ed. Cambridge University Press: New York, NY, USA. 484pp. DOI: 10.1017/9781108565691.
Eaton JW, D Bateman, S Hauberg & R Wehbring. 2023. GNU Octave Version 8.4.0 Manual: A High-level Interactive Language for Numerical Computations. Retrieved from https://www.gnu.org/software/octave/doc/v8.4.0/.
Gillies S. 2024. The Shapely User Manual, v 2.0.3. Retrieved from: https://shapely.readthedocs.io/en/2.0.3/manual.html.
Hagberg AA, DA Schult & PJ Swart. 2008. Exploring network structure, dynamics, and function using NetworkX. In G Varoquaux, T Vaught & J Millman (eds.) Proceedings of the 7th Python in Science Conference (SciPy2008), Pasadena, CA, USA, pp. 11–15.
Hunter JD. 2007. Matplotlib: A 2d graphics environment. Computing in Science and Engineering 9(3):90–95. DOI: 10.1109/MCSE.2007.55.
Jordahl K, J Van den Bossche, M Fleischmann, J Wasserman, J McBride, J Gerard, J Tratner, M Perry, AG Badaracco, C Farmer, GA Hjelle, AD Snow, M Cochran, S Gillies, L Culbertson, M Bartos, N Eubank, maxalbert, A Bilogur, S Rey, C Ren, D Arribas-Bel, L Wasser, LJ Wolf, M Journois, J Wilson, A Greenhall, C Holdgraf, Filipe & F Leblanc. 2020. geopandas/geopandas: v0.8.1 (Version v0.8.1). Zenodo. DOI: 10.5281/zenodo.3946761.
Kunegis J. 2018. Handbook of Network Analysis [KONECT project]. DOI: 10.48550/arXiv.1402.5500.
van Rossum G. 1995. Python Tutorial, Technical Report CS-R9526. Centrum voor Wiskunde en Informatica (CWI), Amsterdam.
Wall L, T Christiansen & J Orwant. 2000. Programming Perl. O'Reilly Media, Inc.:Sebastopol, CA, 1092pp. ISBN: 0596000278.