Virtual integration of sensor observation data

A brokered Virtual Hub approach for the generation of web applications based on historical maps

“…Additionally, as with other frameworks, its prime target is marine environmental data. As an example of the latter (virtual nodes that provide accessibility), we can cite the work by Regueiro et al (2015) that applies the mediator/wrapper architecture for the virtual integration of heterogeneous observation data sources through a Sensor Observation Service (SOS) standard interface.…”

Integrating models on the web : applications for socio-environmental studies

“…The user should provide the URLs, and then the available functions or methods of the services will be fetched by the system. Note that the participating services can be models or data sets organized in various ways, for example, sensor observation data (Regueiro et al, 2015). Individual web services can have one or more functions and the user has to select which functions are to be involved in the integration.…”

Environmental timeseries lifecycle in the Internet of Things era : Lowering e-science barriers

“…These frameworks, such as the Sensor Observation Service of the Open Geospatial Consortium (OGC), provide standardized ways for timeseries data discovery and access, accounting for syntactic interoperability . Environmental data management frameworks facilitate e-scientists to extract and exchange data and interact with scientific workflows by providing inputs to environmental models (Regueiro et al, 2015). However, there are certain contraints, mostly in terms of performance and efficiency, in order for these frameworks to operate on IoT devices Pradilla et al, 2015;Jazayeri et al, 2015).…”

“…Note that the data integration process is not directly supported by any standard. A variety of approaches can be used, including ontology engineering (Ziébelin et al, 2017), Linked Data , and mediator-wrapper architectures (Regueiro et al, 2015), among others. Finally, the holistic standardization is related to environmental cyberinfrastructures, i.e.…”

“…As regards with heterogeneous sensor integration, previous studies have been conducted towards various directions. A virtual integration framework for heterogeneous meteorological and oceanographic data sources is demonstrated in (Regueiro et al, 2015). A SOS profile to facilitate multi-agency sensor data integration was reported in Alamdar et al, 2016;Fredericks et al, 2009) argue in that quality metadata should also be transmitted through SWE services, in order the realization of automatic data integration to be achieved.…”