Spatial Data Infrastructures (SDIs) offer immense potential, including sustainable land governance, socio-economic growth, innovation, and environmental management. Despite these benefits, SDI development in Kenya remains constrained by institutional and legal gaps, and implementation bottlenecks. Grounded in a comparative document analysis of primary legal, policy, and strategy frameworks, this paper evaluates five mature national SDIs (USA, Canada, Australia, Poland, and South Africa) across explicit operational maturity criteria. By synthesizing cross-case evidence and international best practices against Kenya’s local legal and institutional context, this study proposes a strategic, three-phase framework tailored for Kenya: SDI Inception, SDI Planning, and SDI Implementation. The proposed framework provides decision criteria for adopting a hybrid governance model, emphasizing clear national objectives, adaptive governance, robust legal directives, and cross-sector partnerships. Serving as a conceptual decision-support tool, the framework offers actionable guidance for policymakers and geospatial custodians to operationalize sustainable SDI development in Kenya and similar developing countries.
References
[1]
Bossler, J.D., et al. (2015) Report Card on the US National Spatial Data Infrastructure-Compiled for the Coalition of Geospatial Organizations. https://img1.wsimg.com/blobby/go/d03ac9fe-b503-4c13-983d-a7dbdff5c7fd/downloads/2015COGO-report.pdf
[2]
Hendriks, P.H.J., Dessers, E. and van Hootegem, G. (2012) Reconsidering the Definition of a Spatial Data Infrastructure. International Journal of Geographical Information Science, 26, 1479-1494. https://doi.org/10.1080/13658816.2011.639301
[3]
GeoConnections (2015) Spatial Data Infrastructure (SDI) Manual for the Americas. http://unstats.un.org/unsd/geoinfo/RCC/docs/rcca10/E_Conf_103_14_PCIDEA_SDI%20Manual_ING_Final.pdf
[4]
Rajabifard, A., Feeney, M.F. and Williamson, I.P. (2002) Future directions for SDI development. International Journal of Applied Earth Observation and Geoinformation, 4, 11-22. https://doi.org/10.1016/s0303-2434(02)00002-8
[5]
Hahmann, S. and Burghardt, D. (2012) How Much Information Is Geospatially Referenced? Networks and Cognition. International Journal of Geographical Information Science, 27, 1171-1189. https://doi.org/10.1080/13658816.2012.743664
[6]
Williamson, I., Rajabifard, A. and Binns, A. (2006) Challenges and Issues for SDI Development. International Journal of Spatial Data Infrastructures Research, 1, 24-35.
[7]
Budhathoki, N.R. and Nedovi？-Budi？, Z. (2007) Expanding the Spatial Data Infrastructure Knowledge Base. In: Onsrud, H., Ed., Research and Theory in Advancing Spatial Data Infrastructure Concepts, ESRI Press, 7-31.
[8]
Guigoz, Y., Giuliani, G., Nonguierma, A., Lehmann, A., Mlisa, A. and Ray, N. (2016) Spatial Data Infrastructures in Africa: A Gap Analysis. Journal of Environmental Informatics, 30, No. 1.
[9]
Makanga, P. and Smit, J. (2010) A Review of the Status of Spatial Data Infrastructure Implementation in Africa. South African Computer Journal, 45, 18-25. https://doi.org/10.18489/sacj.v45i0.36
[10]
Mwange, C., Mulaku, G.C. and Siriba, D.N. (2016) Reviewing the Status of National Spatial Data Infrastructures in Africa. Survey Review, 50, 191-200. https://doi.org/10.1080/00396265.2016.1259720
[11]
Tovmasyan, S., Petrosyan, M., Manukyan, G. and Muradyan, V. (2025) Building the Foundation for a National Spatial Data Infrastructure in Armenia: Current Status and Future Prospects. Advances in Cartography and GIScience of the ICA, 5, 1-10. https://doi.org/10.5194/ica-adv-5-32-2025
[12]
Shingleton, J. and Basiri, A. (2025) Applying and Adapting Established Frameworks for Geospatial Data Quality to Evaluate Generative AI in Geographic Information Tasks. Journal of Location Based Services, 20, 3-23. https://doi.org/10.1080/17489725.2025.2594193
[13]
Rao, M., Ramamurthy, V.S. and Raj, B. (2015) Defining National GIS Standards. Coordinates, 11, 42-47.
[14]
Guidelines for the Implementation of National Spatial Data Infrastructure in African Countries. https://www.uneca.org/sites/default/files/ACS/un-ggim-2022/policy-guideline-on-the-implementation-of-nsdi-in-africa_english.pdf
[15]
Díaz, L., Remke, A., Kauppinen, T., Degbelo, A., Foerster, T., Stasch, C., Rieke, M., Schaeffer, B., Baranski, B., Broering, A. and Wytzisk, A. (2012) Future SDI-Impulses from Geoinformatics Research and IT Trends. International Journal of Spatial Data Infrastructures Research, 7, 378-410.
[16]
Mwange, C., Canny Mulaku, G. and Siriba, D. (2018) Technology Trends for Spatial Data Infrastructure in Africa. Civil Engineering and Architecture, 6, 189-204. https://doi.org/10.13189/cea.2018.060402
[17]
Yue, P., Wu, H., Liu, R., Gong, J., Xiang, L., Wang, K., et al. (2026) Conceptualizing the Analysis-Readiness for the Next-Generation SDI through the Open Geospatial Engine (OGE). International Journal of Remote Sensing, 47, 2962-2996. https://doi.org/10.1080/01431161.2026.2625516
[18]
G. Tumba, A. and Ahmad, A. (2014) Advocating for Spatial Data Implementation at the Lower Tiers of Governments in Developing Countries: The Case of Africa. Universal Journal of Geoscience, 2, 152-159. https://doi.org/10.13189/ujg.2014.020502
[19]
Grus, L., Crompvoets, J. and Bregt, A.K. (2010) Spatial Data Infrastructures as Complex Adaptive Systems. International Journal of Geographical Information Science, 24, 439-463. https://doi.org/10.1080/13658810802687319
[20]
Lance, K.T., Georgiadou, P.Y. and Bregt, A.K. (2005) Tracking geospatial investments in Africa. Proceedings of the AfricaGIS 2005 Conference: Beyond Talk: Geo-Information Working for Africa, Tshwane, 31 October-4 November 2005, 664-667.
[21]
Kordgheshlaghi, A.R., Fallahi, G. and Amiri, A. (2025) Proposing an Integrated Conceptual Framework for Implementing Spatial Data Infrastructure by Systematically Reviewing and Analyzing SDI Maturity Models. Interdisciplinary Journal of Civil Engineering, 1, 130-143.
[22]
Republic of South Africa (2003) Spatial Data Infrastructure Act. 464. https://www.gov.za/sites/default/files/gcis_document/201409/a54-03.pdf
[23]
Executive Office of the President (1994) Coordinating Geographic Data Acquisition and Access, the National Spatial Data Infrastructure. Federal Register, 59, 17671-17674. http://www.archives.gov/federal-register/executive-orders/pdf/12906.pdf
[24]
Rahman, M.M. and Szabó, G. (2023) Assessing the Status of National Spatial Data Infrastructure (NSDI) of Bangladesh. ISPRS International Journal of Geo-Information, 12, Article 236. https://doi.org/10.3390/ijgi12060236
Republic of South Africa (2015) Policy on Pricing of Spatial Information Products and Services. 15-23. https://archive.opengazettes.org.za/archive/ZA/2015/government-gazette-ZA-vol-596-no-38474-dated-2015-02-16.pdf
[27]
Vandenbroucke, D., Janssen, K. and Van Orshoven, J. (2008) INSPIRE State of Play: Generic Approach to Assess the Status of NSDIs. In: Crompvoets, J., Rajabifard, A., van Loenen, B. and Delgado Fernández, T., Eds., A Multi-View Framework to Assess Spatial Data Infrastructures, Space for Geo-Information (RGI), Wageningen University and The University of Melbourne, 145-172.
