Special Issue "Multi-Source Geoinformation Fusion"
A special issue of ISPRS International Journal of Geo-Information (ISSN 2220-9964).
Deadline for manuscript submissions: closed (1 May 2019).
Interests: quality of geographic information; uncertainty space-time knowledge representation and reasoning GIS and remote sensing; data extraction and analysis
Twenty years ago, several HAPEX (Hydrologic and Atmospheric Pilot Experiments) and the Alpilles- ReSeDA (Remote Sensing Data Assimilation) were the first large-scale international experiments to specifically explore the fusion of multi-source geoinformation. That geoinformation was almost exclusively made up of satellite and aerial imagery, but what was then called data assimilation, was already a complex operation between data collected at different scales, from different sensors, involving physics "transfer models" in order to "fusing" these data, if evaluated as similar enough.
What has changed in this research field, since then?
Nowadays, the range of sources is considerably larger. Several dozen satellites are observing our planet, from the continental scale, down to streets and neighborhoods. The vision is not just flat: LiDAR or UAVs pictures deliver a 3D vision. Time of delivery is no longer an issue: IoT sensors deliver real-time environmental data, vehicle traffic data, etc.
The number of data sources is not the only factor that has changed, variety also has increased a great deal. Automated cartography and remote sensing are no longer two realms ignoring each other, as was the case 20 years ago. Handling pixel and vector data, together, is no longer a handicap in designing geospatial information. Software development, knowledge representation, and reasoning tools have greatly evolved, allowing for the smooth integration of (ontologically) different sources.
Volume and variety have increased, and velocity has changed radically. Large data files are no longer mailed as digital tapes. You can download data, or you can process it using web services, and download only the results. You can process raw data thoroughly, using your own code, or rely on web applications that apply your chosen corrections and models. Will these models soon be determined by artificial intelligence? Will web services be choosing the models that are most relevant for your applications?
These questions are on the table today; about where geoinformation fusion research and development is heading.
We invite you to contribute to this Special Issue, which could be a big step forward in research on multi-source geoinformation fusion, summing up its different facets and application domains.
Several ISPRS Work Group (WG) are actively working on related topics: WG.III.6 (fusion), ICWG.III/IVb (Remote Sensing quality) and WG.IV.3 (quality), as well as WG.III.7, in the application domain of land-cover/use, to cite a few. National space agencies are designing infrastructure for the large-scale delivery of spatial data, and global Earth observation system of systems (GEOSS) is now a mature international organization devoted to provisioning multi-source data. In addition, there is also an active research community on the more theoretical aspects of geospatial information fusion and revision.
Therefore, we encourage contribution on (but not limited to) the following themes:
- Theories, frameworks, and paradigms of geospatial information fusion
- Fusion background improvement: Geoinformation metamodelling, model integration, and uniform knowledge representation
- Big data's specific impact on geoinformation fusion (not just volume and access)
- Artificial intelligence (AI)/machine learning in relation with geoinformation fusion
- Advances in the integration of new sensor sources with classical ones (LiDAR, UAVs imagery, IoT environmental or mobility data, volunteer information, etc.)
- Applications making intensive use of fusion: Agricultural systems, land use, urban development, etc.
- Geospatial education and capacity-building efforts with geoinformation fusion
- Ethical and societal considerations (privately owned data, citizen participation, data integrity variability)
Manuscripts for this Special Issue should be submitted by 1 May 2019, for timely selection, peer-review, and publication in this open access Special Issue of IJGI.Prof. Robert Jeansoulin
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All papers will be peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. ISPRS International Journal of Geo-Information is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1000 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.