Abstract
Spatial Data Infrastructure (SDI) is a framework of geospatial data, metadata, and users that primarily function for the production and sharing of large geospatial data. Metadata refers to “data about data” and the metadata related to spatial data contains information like projection, scale, resolution, reliability, data provider, and distribution policy. Metadata is a key component of National Spatial Data Infrastructure (NSDI) of all nations as this aims to provide data discovery and access. The metadata standard of Indian NSDI is based upon standards taken from existing international standards like FGDC, ANZLIC, Dublin Core, and CSDGM. The drawbacks faced by Indian NSDI include duplication of metadata elements; non-availability of automatic metadata generation capability and metadata standard template; duplication of effort and time in the generation of metadata over the data server and catalogue server separately; and catalogue repository updates in future. To address challenges faced in Indian NSDI and the existing research gap, the present study is undertaken to develop novel metadata standard and framework for modifying and generation of metadata elements automatically using Open Source Software (OSS) for Indian NSDI. The proposed Indian NSDI metadata standard is more efficient as well as the modified metadata elements are more compatible with the other metadata standards. The developed framework for automatic metadata generation is based on the principle of three tier client–server architecture. These concepts are then implemented efficaciously for developing a prototype model of public health SDI for Prayagraj city (acronym GeoMeta4Health) using OSS. The functionality of GeoMeta4Health will help in the search, discovery, access, and visualization of geospatial data and metadata. This research will help geospatial communities not only to generate metadata automatically but also to expand and exchange their geospatial data in a wider domain.
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References
Arenas H, Harbelot B, Cruz C (2014) Implementing a semantic catalogue of geospatial data. In: Proceedings of the 10th International Conference on Web Information Systems and Technologies. SCITEPRESS - Science and and Technology Publications, Barcelona, Spain, pp 152–159
Arnold LM, McMeekin DA, Ivánová I, Armstrong K (2019) Knowledge on-demand: a function of the future spatial knowledge infrastructure. J Spat Sci 1–18. https://doi.org/10.1080/14498596.2019.1654942
Barbosa I (2013) Geospatial metadata retrieval from web services. Bol Ciências Geodésicas 19:3–13. https://doi.org/10.1590/S1982-21702013000100001
Batcheller JK (2008) Automating geospatial metadata generation — an integrated data management and documentation approach. Comput Geosci 34:387–398. https://doi.org/10.1016/j.cageo.2007.04.001
Baumann P (2012) OpenGIS Web coverage Service (WCS) implementation specification. Wayland, MA
Beaujardiere J de la (2006) OpenGIS Web Map Server (WMS) implementation specification. Wayland, MA
Bordogna G, Kliment T, Frigerio L et al (2016) A spatial data infrastructure integrating multisource heterogeneous geospatial data and time series: a study case in agriculture. ISPRS Int J Geo-Information 5:73. https://doi.org/10.3390/ijgi5050073
Brodeur J, Coetzee S, Danko D, et al (2019) Geographic information metadata—an outlook from the international standardization perspective. ISPRS Int J Geo-Information 8: https://doi.org/10.3390/ijgi8060280
Brovelli MA, Boccardo P, Bordogna G, et al (2019) Urban GEO Big Data. Int Arch Photogramm Remote Sens Spat Inf Sci XLII-4/W14:23–30. 10.5194/isprs-archives-XLII-4-W14-23-2019
Bucher B, Tiainen E, Ellett von Brasch T et al (2020) Conciliating perspectives from mapping agencies and web of data on successful European SDIs: toward a European Geographic Knowledge Graph. ISPRS Int J Geo-Information 9:62. https://doi.org/10.3390/ijgi9020062
Census of India (2011) Office of the registrar general and census commissioner, ministry of home affairs, government of India
Centre ECJR (2007) Infrastructure for spatial information in Europe INSPIRE Metadata Implementing Rules: technical guidelines based on EN ISO 19115 and EN ISO 19119
Closa G, Masó J, Zabala A et al (2019) A provenance metadata model integrating ISO geospatial lineage and the OGC WPS: conceptual model and implementation. Trans GIS 23:1102–1124. https://doi.org/10.1111/tgis.12555
Coleman DJ, McLaughlin J (1998) Defining global geospatial data infrastructure (GGDI): components, stakeholders and interfaces. Geomatica 52:129–143
Open Geospatial Consortium Inc (2017) OGC geoscience markup language 4.1 (GeoSciML). http://docs.opengeospatial.org/is/16-008/16-008.html. Accessed 15 Aug 2018
Craglia M, De BK, Jackson D et al (2012) Digital Earth 2020: towards the vision for the next decade. Int J Digit Earth 5:4–21. https://doi.org/10.1080/17538947.2011.638500
Crompvoets J, Bregt A, Rajabifard A, Williamson I (2004) Assessing the worldwide developments of national spatial data clearinghouses. Int J Geogr Inf Sci 18:665–689. https://doi.org/10.1080/13658810410001702030
DCMI Usage Board (2012) Dublin Core Metadata Element Set, Version 1.1. https://www.dublincore.org/specifications/dublin-core/dces/2012-06-14/. Accessed 12 Aug 2019
Demšar U (2004) A visualisation of a hierarchical structure in geographical metadata. In: 7th AGILE Conference on Geographic Information Science. Heraklion, Greece, pp 213–221
Díaz P, Masó J, Sevillano E et al (2012) Analysis of quality metadata in the GEOSS Clearinghouse. Int J Spat Data Infrastructures Res 7:352–377. https://doi.org/10.2902/1725-0463.2012.07.art17
Dutta D, Pandey S (2018) Development of State Spatial Data Infrastructure (SSDI): Indian Experience. In: Sarda NL, Acharya PS, Sen S (eds) Geospatial Infrastructure, Applications and Technologies: India Case Studies. Springer Singapore, Singapore, pp 31–44
Ellul C, Foord J, Mooney J (2013) Making metadata usable in a multi-national research setting. Appl Ergon 44:909–918. https://doi.org/10.1016/j.apergo.2012.10.014
FGDC (1998) FGDC-STD-001–1998. Content Standard for Digital Geospatial Metadata. Federal Geographic Data Committee, Reston, VA, USA
Florczyk AJ, López-Pellicer FJ, Nogueras-Iso J, Zarazaga-Soria FJ (2012) Automatic generation of geospatial metadata for web resources. Int J Spat Data Infrastructures Res 7:151–172. https://doi.org/10.2902/1725-0463.2012.07.art8
Foresman TW (2008) Evolution and implementation of the digital earth vision, technology and society. Int J Digit Earth 1:4–16. https://doi.org/10.1080/17538940701782502
Georgiadou Y, Puri SK, Sahay S (2005) Towards a potential research agenda to guide the implementation of Spatial Data Infrastructures—a case study from India. Int J Geogr Inf Sci 19:1113–1130. https://doi.org/10.1080/13658810500286950
Giuliani G, Ray N, Lehmann A (2013) Building regional capacities for GEOSS and INSPIRE: a journey in the Black Sea Catchment. Int J Adv Comput Sci Appl 3:19–27. https://doi.org/10.14569/SpecialIssue.2013.030302
Goldrei S, Kay J, Kummerfeld B (2005) Exploiting user models to automate the harvesting of metadata for learning objects. Proceeding of 2005 conference on Adaptive and intelligent Web-based educational systems (AIWBES’05). Málaga, Spain, pp 19–26
Granell C, Fernández ÓB, Díaz L (2014) Geospatial information infrastructures to address spatial needs in health: collaboration, challenges and opportunities. Futur Gener Comput Syst 31:213–222. https://doi.org/10.1016/j.future.2013.04.002
Greenberg J (2005) Metadata generation: processes, people and tools. Bull Am Soc Inf Sci Technol 29:16–19. https://doi.org/10.1002/bult.269
Greenberg J, Spurgin K, Crystal A (2006) Functionalities for automatic metadata generation applications: a survey of metadata experts’ opinions. Int J Metadata, Semant Ontol 1: https://doi.org/10.1504/IJMSO.2006.008766
Huang Z, Xu Z (2011) A method of using geoserver to publish Economy Geographical Information. In: 2011 International Conference on Control, Automation and Systems Engineering, CASE 2011. IEEE, Singapore, Singapore, pp 1–4
Indian NSDI (2009) NSDI Metadata Standard Version 2.0. https://nsdiindia.gov.in/nsdi/nsdiportal/images/NSDIMetadataStandardVersion-2.0.pdf. Accessed 15 Aug 2017
ISRO (2001) National Spatial Data Infrastructure (NSDI)- Strategy and Action Plan. Bangalore
ISRO (2003) NSDI Metadata Standard- With Design of Prototype NSDI Metadata. P & PR UNIT, ISRO Headquarters, Bangalore
Ivánová I, Siao Him Fa J, McMeekin DA et al (2020) From spatial data to spatial knowledge infrastructure: a proposed architecture. Trans GIS 24:1526–1558. https://doi.org/10.1111/tgis.12656
Kalantari M, Syahrudin S, Rajabifard A, Hubbard H (2021) Synchronising spatial metadata records and interfaces to improve the usability of metadata systems. ISPRS Int J Geo-Information 10:393. https://doi.org/10.3390/ijgi10060393
Kalantari M, Olfat H, Rajabifard A (2010) Automatic spatial metadata enrichment: reducing metadata creation burden through spatial folksonomies. In: GSDI 12 World Conference: Realising Spatially Enabled Societies. Singapore
Klinkenberg B (2003) The true cost of spatial data in Canada. Can Geogr 47:37–49. https://doi.org/10.1111/1541-0064.02e11
Kokla M, Guilbert E (2020) A review of geospatial semantic information modeling and elicitation approaches. ISPRS Int J Geo-Information 9:146. https://doi.org/10.3390/ijgi9030146
Koutsomitropoulos DA (2019) Semantic annotation and harvesting of federated scholarly data using ontologies. Digit Libr Perspect 35:157–171. https://doi.org/10.1108/DLP-12-2018-0038
Lafia S, Jablonski J, Kuhn W et al (2016) Spatial discovery and the research library. Trans GIS 20:399–412. https://doi.org/10.1111/tgis.12235
Lehmann A, Giuliani G, Ray N et al (2014) Reviewing innovative Earth observation solutions for filling science-policy gaps in hydrology. J Hydrol 518:267–277. https://doi.org/10.1016/j.jhydrol.2014.05.059
Leyk S, Gaughan AE, Adamo SB et al (2019) Allocating people to pixels: a review of large-scale gridded population data products and their fitness for use. Earth Syst Sci Data Discuss 11:1385–1409. https://doi.org/10.5194/essd-2019-82
Ma J (2006) Managing metadata for digital projects. Libr Collect Acquis Tech Serv 30:3–17. https://doi.org/10.1080/14649055.2006.10766103
Martin P, Remy L, Theodoridou M et al (2019) Mapping heterogeneous research infrastructure metadata into a unified catalogue for use in a generic virtual research environment. Futur Gener Comput Syst 101:1–13. https://doi.org/10.1016/j.future.2019.05.076
Mohammed W (2014) Free and Open Source GIS: an overview on the recent evolution of projects, standards and communities. In: The 9th National GIS Symposium in Saudi Arabia. Dammam, Saudi Arabia, pp 1–13
Nebert D, Whiteside A, Vretanos P (2007) OpenGIS Catalogue Services (CSW) Specification. Wayland, MA
NeGD (2016) National eGovernance division Workshop Report on Use of GIS in Informed Planning & Decision Making. New Delhi
Obe RO, Hsu LS (2018) Compare SQL Server 2008 R2, Oracle 11G R2, Postgre SQL/PostGIS 1.5 spatial features. http://bostongis.com/PrinterFriendly.aspx?content_name=sqlserver2008r2_oracle11gr2_postgis15_compare. Accessed 12 Aug 2018
Olfat H, Kalantari M, Rajabifard A, Williamson I (2012) Towards a foundation for spatial metadata automation. J Spat Sci 57:65–81. https://doi.org/10.1080/14498596.2012.686361
Olfat H, Kalantari M, Rajabifard A et al (2013) A GML-based approach to automate spatial metadata updating. Int J Geogr Inf Sci 27:231–250. https://doi.org/10.1080/13658816.2012.678853
Pathan S, Yadav P, Jain G et al (2008) Conceptualisation, design and organisation of natural resources data base. Ahmedabad, India
PostGreSQL (2018) PostgreSQL 7.4.30 Documentation
Puri SK (2006) Technological frames of stakeholders shaping the sdi implementation: a case study from India. Inf Technol Dev 12:311–331. https://doi.org/10.1002/itdj.20050
Rajabifard A, Williamson IP (2001) Spatial data infarstructures: concept, SDI hierarchies and future directions. In: Proceedings of GEOMATICS’80 Conference. Tehran, Iran, p 10
Rajabifard A, Williamson IP, Holland P, Johnstone G (2000) From local to global SDI initiatives: a pyramid of building blocks. In: 4th Global Spatial Data Infrastructure Conference, Cape Town, South Africa. pp 13–15
Rajabifard A, Kalantari M, Binns A (2009) SDI and metadata entry and updating tools. In: Proceedings of the GSDI 11 World Conference. Delft, pp 121–135
Singh PK (2009) Spatial data infrastructure in India: status, governance challenges, and strategies for effective functioning. Int J Spat Data Infrastructures Res 4:359–388. https://doi.org/10.2902/1725-0463.2009.04.art17
Song J, Di L (2017) Near-real-time OGC catalogue service for geoscience big data. ISPRS Int J Geo-Information 6: https://doi.org/10.3390/ijgi6110337
Specka X, Gärtner P, Hoffmann C et al (2019) The BonaRes metadata schema for geospatial soil-agricultural research data – Merging INSPIRE and DataCite metadata schemes. Comput Geosci 132:33–41. https://doi.org/10.1016/j.cageo.2019.07.005
Sun K, Zhu Y, Pan P et al (2019) Geospatial data ontology: the semantic foundation of geospatial data integration and sharing. Big Earth Data 3:269–296. https://doi.org/10.1080/20964471.2019.1661662
Taussi M (2007) Automatic production of metadata out of geographic datasets. Helsinki University of Technology, Espoo
Ticheler J, Hielkema JU (2007) Geonetwork opensource internationally standardized distributed spatial information management. Osgeo J 2:1–6
Trille S, Diaz L, Gil J, Huerta J (2013) Assisted generation and publication of geospatial data. Int J Spat Data Infrastruct Res 24–27
Tripathi AK, Agrawal S, Gupta RD (2019) WPS enabled SDI: an open source approach to provide geoprocessing in web environment. ISPRS Ann Photogramm Remote Sens Spat Inf Sci IV-5/W2:119–126. 10.5194/isprs-annals-IV-5-W2-119-2019
Tripathi AK, Agrawal S, Gupta RD (2020a) Cloud enabled SDI architecture: a review. Earth Sci Informatics 13:211–231. https://doi.org/10.1007/s12145-020-00446-9
Tripathi AK, Agrawal S, Gupta RD (2020b) A conceptual framework of public health SDI. In: Ghosh JK, Silva I da (eds) Applications of Geomatics in Civil Engineering. Lecture Notes in Civil Engineering. Springer Singapore, Dehradun, India, pp 479–487
Vaduva A, Dittrich KR (2001) Metadata management for data warehousing: between vision and reality. In: Proceedings 2001 International Database Engineering and Applications Symposium. IEEE, Grenoble, France, pp 129–135
Vretanos PA (2005) OpenGIS Web Feature Service (WFS) implementation specification. Wayland, MA
Vukotic A, Goodwill J (2011) Introduction to Apache Tomcat. In: Apache Tomcat 7. Apress, Berkeley, CA, p 294
Wilkinson MD, Dumontier M, IjJ A et al (2016) The FAIR Guiding Principles for scientific data management and stewardship. Sci Data 3:160018. https://doi.org/10.1038/sdata.2016.18
Wohner C, Peterseil J, Poursanidis D et al (2019) DEIMS-SDR — a web portal to document research sites and their associated data. Ecol Inform 51:15–24. https://doi.org/10.1016/j.ecoinf.2019.01.005
Yue P, Gong J, Di L (2010) Augmenting geospatial data provenance through metadata tracking in geospatial service chaining. Comput Geosci 36:270–281. https://doi.org/10.1016/j.cageo.2009.09.002
Yue P, Gong J, Di L (2012) He L (2012) Automatic geospatial metadata generation for earth science virtual data products. GeoInformatica 16:1–29. https://doi.org/10.1007/s10707-011-0123-x
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Agrawal, S., Tripathi, A.K. & Gupta, R.D. Development and implementation of automatic metadata generation framework for SDI using OSS: a case study of Indian NSDI. Arab J Geosci 15, 408 (2022). https://doi.org/10.1007/s12517-022-09635-w
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DOI: https://doi.org/10.1007/s12517-022-09635-w