Special Issue "GEOBIA in a Changing World"
A special issue of ISPRS International Journal of Geo-Information (ISSN 2220-9964).
Deadline for manuscript submissions: closed (1 October 2018) | Viewed by 69776
Interests: geographic object-based image analysis (GEOBIA); airborne thermography; the remote sensing of urban energy efficiency; multiscale analysis
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Humanity’s planetary impact is visible at multiple scales in the changing patterns of air, soil, water, vegetation and our cities. In order to better map, monitor, model and manage these impacts over time, a fundamental change in earth-based remote sensing image analysis has quietly evolved within the last 30 years. This has resulted in a technological and conceptual paradigm shift away from purely pixel-based remote sensing approaches to multi-scale object-based approaches and the emergence of Geographic Object-Based Image Analysis (GEOBIA). GEOBIA is an evolving integrative Geospatial paradigm, that builds on concepts incorporated from a broad range of disciplines including Remote Sensing; Geographic Information Science; Computer Vision; Knowledge Discovery in Databases; Machine Learning; Geospatial Statistics; Cartography; Photogrammetry; Landscape Ecology; Geography, and many others. GEOBIA also represents a vibrant world-wide community of Geographic Information scientists, researchers, technicians, students and related companies—devoted to developing automated methods to partition high-resolution, remote-sensing imagery into meaningful image-objects, and assessing their characteristics through space and time.
This Special Issue is intended to complement invited papers presented at GEOBIA 2018 and also calls upon researchers and scientist world-wide whom are engaged in developing and applying GEOBIA to better understand the many facets of planetary change. We welcome submissions covering a broad range of GEOBIA-related topics, which may include, but are not limited to, the following activities:
- Algorithm development, automation, machine-learning and validation
- Challenges related to multi-sensor/data integration and calibration
- Change detection and monitoring
- Classification/error assessment, uncertainty, statistical analysis
- Cloud analysis, VGI Integration and the GeoWeb
- Data processing/mining methods
- Global issues, i.e., urban applications, energy–food–water security, crop yield modelling, forestry, marine and coastal environments, etc
- Integrative technologies/platforms
- Large area applications, i.e., regions, countries, continents, planet
- Multi-disciplinary case studies
- Ontologies and classification
- Open source solutions
- Paradigm development, epistemologies
- Rule-set sharing, adaptation, integration, error-tracking, and responsibility
- Scale issues, i.e., resampling, hierarchical analysis, MAUP
- Semantics and knowledge integration
- Visualization issues and applications
Authors wishing to have their work considered for this issue, including those not able to present at the conference, should contact the guest editors.
Dr. Geoffrey J. Hay
Dr. Christiane Weber
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 submissions that pass pre-check are 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 1700 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.