INTAMAP: an interoperable automated interpolation web service

INTAMAP is a web processing service for the automatic interpolation of measured point data. Requirements were (i) using open standards for spatial data such as developed in the context of the open geospatial consortium (OGC), (ii) using a suitable environment for statistical modelling and computation, and (iii) producing an open source solution. The system couples the 52-North web processing service, accepting data in the form of an observations and measurements (O&M) document with a computing back-end realized in the R statistical environment. The probability distribution of interpolation errors is encoded with UncertML, a new markup language to encode uncertain data. Automatic interpolation needs to be useful for a wide range of applications and the algorithms have been designed to cope with anisotropies and extreme values. In the light of the INTAMAP experience, we discuss the lessons learnt.

Lessons learned from INTAMAP, an interoperable web service for the real-time interpolation of environmental variables

Interpolated data are an important part of the environmental information exchange as many variables can only be measured at situate discrete sampling locations. Spatial interpolation is a complex operation that has traditionally required expert treatment, making automation a serious challenge. This paper presents a few lessons learnt from INTAMAP, a project that is developing an interoperable web processing service (WPS) for the automatic interpolation of environmental data using advanced geostatistics, adopting a Service Oriented Architecture (SOA). The “rainbow box” approach we followed provides access to the functionality at a whole range of different levels. We show here how the integration of open standards, open source and powerful statistical processing capabilities allows us to automate a complex process while offering users a level of access and control that best suits their requirements. This facilitates benchmarking exercises as well as the regular reporting of environmental information without requiring remote users to have specialized skills in geostatistics.

INTAMAP: the design and implementation of an interoperable automated interpolation web service

INTAMAP is a Web Processing Service for the automatic spatial interpolation of measured point data. Requirements were (i) using open standards for spatial data such as developed in the context of the Open Geospatial Consortium (OGC), (ii) using a suitable environment for statistical modelling and computation, and (iii) producing an integrated, open source solution. The system couples an open-source Web Processing Service (developed by 52°North), accepting data in the form of standardised XML documents (conforming to the OGC Observations and Measurements standard) with a computing back-end realised in the R statistical environment. The probability distribution of interpolation errors is encoded with UncertML, a markup language designed to encode uncertain data. Automatic interpolation needs to be useful for a wide range of applications and the algorithms have been designed to cope with anisotropy, extreme values, and data with known error distributions. Besides a fully automatic mode, the system can be used with different levels of user control over the interpolation process.

UncertWeb processing service:making models easer to access on the web

Models are central tools for modern scientists and decision makers, and there are many existing frameworks to support their creation, execution and composition. Many frameworks are based on proprietary interfaces, and do not lend themselves to the integration of models from diverse disciplines. Web based systems, or systems based on web services, such as Taverna and Kepler, allow composition of models based on standard web service technologies. At the same time the Open Geospatial Consortium has been developing their own service stack, which includes the Web Processing Service, designed to facilitate the executing of geospatial processing - including complex environmental models. The current Open Geospatial Consortium service stack employs Extensible Markup Language as a default data exchange standard, and widely-used encodings such as JavaScript Object Notation can often only be used when incorporated with Extensible Markup Language. Similarly, no successful engagement of the Web Processing Service standard with the well-supported technologies of Simple Object Access Protocol and Web Services Description Language has been seen. In this paper we propose a pure Simple Object Access Protocol/Web Services Description Language processing service which addresses some of the issues with the Web Processing Service specication and brings us closer to achieving a degree of interoperability between geospatial models, and thus realising the vision of a useful 'model web'.

The intersection of people, technology and local space. PPGIS and Web in practice for participatory planning

Dissertation submitted in partial fulfilment of the requirements for the Degree of Master of Science in Geospatial Technologies

Adaption of the Creative Commons approach and the roaming concept to spatial data infrastructures (SDI)

Dissertation submitted in partial fulfilment of the requirements for the Degree of Master of Science in Geospatial Technologies

Environmental Decision-making utilizing a Web GIS to Monitor Hazardous Industrial Emissions in the Valencian community of Spain

Dissertation submitted in partial fulfillment of the requirements for the Degree of Master of Science in Geospatial Technologies.

Service-oriented infrastructure to support the control, monitoring and management of a shop floor system

Dissertação para obtenção do Grau de Mestre em Engenharia Electrotécnica e de Computadores

Offline-tila web-sovelluksissa

Selainpohjaiset sovellukset ovat yleistyneet viimeisen kymmenen vuoden aikana. Samanaikaisesti ympäristö, jossa ihmiset käyttävät sovelluksia, on muuttunut. Nykyään sovelluksia käytetään yhä enenevissä määrin myös mobiililaitteilla, joissa verkkoyhteyden luotettavuus on huomattavasti heikompi kuin työpöytäympäristössä. Verkkoyhteyden toiminta on ehdoton edellytys web- sovelluksen toiminnalle. Kun verkkoyhteyttä ei ole, sovellusta ei useimmiten voi käyttää. Tilanne on käyttäjän kannalta sama myös, jos verkkoyhteyden laatu on hyvin heikko. Tämä uusi käyttöympäristö asettaa web-sovelluksen saavutettavuudelle haasteen, johon sovelluskehittäjien tulisi pystyä vastaamaan uusien teknologioiden avulla ja mahdollisesti sovelluksen arkkitehtuuria muuttamalla. Johdantona aiheeseen kerrotaan mitä hyötyjä offline-tilan tukemisesta on. Selainpohjaiset sovellukset kilpailevat jossain määrin mobiilialustojen natiivisovellusten kanssa. Web-sovelluksia on verrattu natiivisovelluksiin niiltä osin miten ne toimivat offline-tilassa. Pohjustuksena offline-tilan mahdollistavien teknologioiden arvioinnille esitellään Web-sovelluksen arkkitehtuuri yleisellä tasolla. Tässä tutkielmassa on esitelty muutamia offline-tilan asettamia vaatimuksia sovellukselle. Sovelluksen on kyettävä tunnistamaan, onko laitteella internet-yhteyttä. Yhteyden tilan tarkastukseen esitellään muutama vaihtoehto. Käyttäjän luoma tieto on myös tallennettava paikallisesti. Kun käyttäjä luo uutta sisältöä, se pitää tallentaa väliaikaisesti tai pysyvästi selaimeen. Ainakin osa sovelluksessa käsiteltävästä tiedosta pitäisi olla koko ajan saatavilla, käyttäjän internet-yhteyden tilasta riippumatta. Tähän tarkoitukseen selaimissa on nykyään käytettävissä muutamia erityyppisiä tietovarastoja. Kun selain on online-tilassa, sovelluksen tarvitsemat resurssit on tallennettava offline-tilaa varten. Tähän tarkoitukseen on luotu kaksi eri teknologiaa, HTML5 Application cache ja Service worker. Niiden avulla voi toteuttaa selaimen sisäisen välipalvelimen, joka vastaa sovelluksen tekemiin verkkopyyntöihin. Tutkielmassa esitellään näiden teknologioiden toimintaa teknisten määrittelydokumenttien ja verkkoartikkelien pohjalta. Mainittuja teknologoita vertaillaan keskenään toiminnallisten vaatimusten pohjalta. Tutkimuksen perusteella voidaan päätellä, että esitellyillä teknologioilla voidaan toteuttaa offline-tuki web-sovellukseen. Service worker osoittautuu paremmaksi vaihtoehdoksi kuin Application cache toiminnallisuudeltaan.

Edición cartográfica Web WFS/T (Cartomod)

Dada la necesidad de la Agencia Andaluza de la Energía de mantener el callejero del Inventario de Instalaciones Energéticas Municipales (INVIEM) se plantea la necesidad de utilizar un visor web de edición cartográfica con capacidad de edición para poder realizar las actuaciones oportunas sobre la información espacial, para ello se decide la utilización del estándar WFS/T (Web Feature Service Transactional) y la utilización de software libre en todos los niveles del sistema a implementar. Este desarrollo será el comienzo de una migración completa de todo el sistema actual a una plataforma integrada por completo con productos de software libre

Edición cartográfica web WFS/T (Cartomod)

Dada la necesidad de la Agencia Andaluza de la Energía a mantener el callejero del Inventario de Instalaciones Energéticas Municipales (INVIEM) se plantea la necesidad de utilizar un visor web de edición cartográfica con capacidad de edición para poder realizar las actualizaciones oportunas sobre la información espacial, para ello se decide la utilización del estándar WFS/T (Web Feature Service Transactional) y la utilización de software libre en todos los niveles del sistema a implementar. Este desarrollo será el comienzo de una migración completa de todo el sistema actual a una plataforma integrada por completo con productos de software libre

An ECOOP web portal for visualising and comparing distributed coastal oceanography model and in situ data

As part of a large European coastal operational oceanography project (ECOOP), we have developed a web portal for the display and comparison of model and in situ marine data. The distributed model and in situ datasets are accessed via an Open Geospatial Consortium Web Map Service (WMS) and Web Feature Service (WFS) respectively. These services were developed independently and readily integrated for the purposes of the ECOOP project, illustrating the ease of interoperability resulting from adherence to international standards. The key feature of the portal is the ability to display co-plotted timeseries of the in situ and model data and the quantification of misfits between the two. By using standards-based web technology we allow the user to quickly and easily explore over twenty model data feeds and compare these with dozens of in situ data feeds without being concerned with the low level details of differing file formats or the physical location of the data. Scientific and operational benefits to this work include model validation, quality control of observations, data assimilation and decision support in near real time. In these areas it is essential to be able to bring different data streams together from often disparate locations.

Communicating thematic data quality with web map services

Geospatial information of many kinds, from topographic maps to scientific data, is increasingly being made available through web mapping services. These allow georeferenced map images to be served from data stores and displayed in websites and geographic information systems, where they can be integrated with other geographic information. The Open Geospatial Consortium’s Web Map Service (WMS) standard has been widely adopted in diverse communities for sharing data in this way. However, current services typically provide little or no information about the quality or accuracy of the data they serve. In this paper we will describe the design and implementation of a new “quality-enabled” profile of WMS, which we call “WMS-Q”. This describes how information about data quality can be transmitted to the user through WMS. Such information can exist at many levels, from entire datasets to individual measurements, and includes the many different ways in which data uncertainty can be expressed. We also describe proposed extensions to the Symbology Encoding specification, which include provision for visualizing uncertainty in raster data in a number of different ways, including contours, shading and bivariate colour maps. We shall also describe new open-source implementations of the new specifications, which include both clients and servers.