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Building Virtual Earth Observatories Using Ontologies, Linked Geospatial Data and Knowledge Discovery Algorithms
[chapter]
2012
Lecture Notes in Computer Science
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TELEIOS is a recent European project that addresses the need for scalable access to petabytes of Earth Observation data and the discovery of knowledge that can be used in applications. ...
To achieve this, TELEIOS builds on scientific databases, linked geospatial data, ontologies and techniques for discovering knowledge from satellite images and auxiliary data sets. ...
of international space organizations such as ESA (for example the series of Image Information Mining Conferene 8 ). ...
doi:10.1007/978-3-642-33615-7_34
fatcat:xw56nx3df5bvvjcmmzwfejgbqe
Introduction to the Special Issue on Image Information Mining: Pursuing Automation of Geospatial Intelligence for Environment and Security
2010
IEEE Geoscience and Remote Sensing Letters
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He is involved in advanced research programs for information extraction, data mining, knowledge discovery, and data understanding with the European Space Agency, CNES, NASA, and in a variety of European ...
Datcu is a member of the European Image Information Mining Coordination Group. Roger L. King (M'73-SM'95) received the B. ...
optical and SAR EO images; 3) geospatial intelligence: synergies across images, maps, and geo information; 4) models, semantics, and spatial syntax for image understanding; 5) information mining from ...
doi:10.1109/lgrs.2009.2034822
fatcat:wpy66s6yljewtheepydm5ghhae
Semantic Web Service Based Geospatial Knowledge Discovery
2006
2006 IEEE International Symposium on Geoscience and Remote Sensing
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The Semantic Web provides a common interoperable framework in which information is given well-defined meaning such that the data and operations can be used for more effective discovery and integration ...
Large amount of Earth and space science data has been collecting from various sources. ...
NASA's Earth Observing System (EOS), for instance, has been generating almost 100 gigabytes of image data per hour on average for the past decade, and releases over 900 Earth science data products at more ...
doi:10.1109/igarss.2006.895
fatcat:tjz6vdx7i5an7eu3owql4gdmiu
Geospatial Information Processing Technologies
[chapter]
2019
Manual of Digital Earth
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Effective and efficient processing of geospatial data is essential for a wide range of Digital Earth applications such as climate change, natural hazard prediction and mitigation, and public health. ...
Lastly, a Digital Earth reference framework called discrete global grid system (DGGS) is discussed. ...
) for spatial data mining. ...
doi:10.1007/978-981-32-9915-3_6
fatcat:mpkjqn6orzciziaaxkbntenheu
Understanding Heterogeneous EO Datasets: A Framework for Semantic Representations
2018
IEEE Access
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In order to bridge these sensory and semantic gaps, the paper presents a compound framework for EO image information extraction. ...
Earth observation (EO) has become a valuable source of comprehensive, reliable, and persistent information for a wide number of applications. ...
EARTH OBSERVATION DATA UNDERSTANDING In some aspects, the Earth Observation domain generated a revolution in the field of image understanding, impacting also the image processing procedures. ...
doi:10.1109/access.2018.2801032
fatcat:s6dyc6b7q5bjhperof54gxj5q4
Very-High-Resolution SAR Images and Linked Open Data Analytics Based on Ontologies
2015
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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image tiles and semantic labels resulting in an Earth observation-data model. ...
Our approach lays the foundations for the development of richer tools and applications that focus on Earth observation image analytics using ontologies and linked open data. ...
The image data for this study have been provided by the TerraSAR-X Science Service System (Proposal MTH 1118). Special thanks go to Ursula Marschalk and Achim Roth of DLR, Oberpfaffenhofen. ...
doi:10.1109/jstars.2014.2371138
fatcat:gd7c5ufnc5d5fpi2ghjcyvhd7e
Operational wildfire monitoring and disaster management support using state-of-the-art EO and Information Technologies
2012
2012 Second International Workshop on Earth Observation and Remote Sensing Applications
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The current capacities in delivering firerelated products and services are greatly enhanced by the integration of state-of-the-art Information Technologies, which provide the potential of refining the ...
The National Observatory of Athens (NOA) has been established in Greece as a research institute offering, among others, operational services for disaster management of forest wildfires. ...
Volumes of Earth Observation images of different spectral and spatial resolutions are being processed on a systematic basis to derive thematic products that cover a wide spectrum of applications during ...
doi:10.1109/eorsa.2012.6261164
fatcat:ex3js3qub5bcddfyvuk2q2qyxy
Image Information Mining Systems
[chapter]
2010
Geoscience and Remote Sensing New Achievements
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Finally, Knowledge-driven Information Mining (KIM) (Datcu & Seidel, 1999) ; (Pelizzari et al., 2003) and later versions of Knowledge Enabled Services (KES) and Knowledge-centred Earth Observation (KEO ...
The Rapid Image Information Mining (RIIM) prototype (Shah et al., 2007) is a Java based framework that provides an interface for exploration of remotely sensed imagery based on its content. ...
/books/geoscience-and-remote-sensing-newachievements/image-information-mining-systems ...
doi:10.5772/9101
fatcat:qe5hqyfafzbfrhiioiitzpmkt4
Modeling trajectory of dynamic clusters in image time-series for spatio-temporal reasoning
2005
IEEE Transactions on Geoscience and Remote Sensing
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During the last decades, satellites have acquired incessantly high-resolution images of many Earth observation sites. ...
The concept is based on a hierarchical Bayesian modeling of SITS information content which enables us to link the interest of a user to specific spatio-temporal structures. ...
Giros for stimulating discussions and for carefully preprocessing the data. The data were made available by the French Space Agency (CNES) from the ADAM project. ...
doi:10.1109/tgrs.2005.847791
fatcat:uiarpp3dw5e4figd4fyktlzx7e
Big Data and Cloud Computing
[chapter]
2019
Manual of Digital Earth
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This chapter introduces Digital Earth data sources, analytical methods, and architecture for data analysis and describes how cloud computing supports big data processing in the context of Digital Earth ...
All types of geospatial data require a more effective data structure, framework, index, model, management methodology, and tactics. ...
Linked data Linked data are structured data in which datasets are interlinked in the collection, which is useful for semantic queries and reasoning (Bizer et al. 2011) . ...
doi:10.1007/978-981-32-9915-3_9
fatcat:n4drlq63tvfczbvfaopvkkhec4
MAKOCI: A WEB PORTAL FOR INTEGRATING AND SHARING GEOGRAPHIC INFORMATION SERVICES
2013
Geography, Environment, Sustainability
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The lack of integration and communication of various geographic information services (GI services) has resulted in many duplication collection of earth observation data, and challenges of semantic interoperability ...
By ontologies, formal meanings of concepts are defined to annotate and discover GI services on a conceptual level for semantic interoperability. ...
In earth observations, observed data (e.g., satellite images or phenomenon measured by in-situ sensors) can be encoded into Web services for sharing and communication. ...
doi:10.24057/2071-9388-2013-6-1-37-54
fatcat:p4mx62paofcmrpdmpmjxhimsam
MAKOCI: A WEB PORTAL FOR INTEGRATING AND SHARING GEOGRAPHIC INFORMATION SERVICES
2013
Geography, Environment, Sustainability
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The lack of integration and communication of various geographic information services (GI services) has resulted in many duplication collection of earth observation data, and challenges of semantic interoperability ...
By ontologies, formal meanings of concepts are defined to annotate and discover GI services on a conceptual level for semantic interoperability. ...
In earth observations, observed data (e.g., satellite images or phenomenon measured by in-situ sensors) can be encoded into Web services for sharing and communication. ...
doi:10.24057/2071-9388-2013-6-1-71-80
fatcat:zg5hhbgj4nah3mondzcua64x4e
MAKOCI: A WEB PORTAL FOR INTEGRATING AND SHARING GEOGRAPHIC INFORMATION SERVICES
2013
Geography, Environment, Sustainability
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The lack of integration and communication of various geographic information services (GI services) has resulted in many duplication collection of earth observation data, and challenges of semantic interoperability ...
By ontologies, formal meanings of concepts are defined to annotate and discover GI services on a conceptual level for semantic interoperability. ...
In earth observations, observed data (e.g., satellite images or phenomenon measured by in-situ sensors) can be encoded into Web services for sharing and communication. ...
doi:10.15356/2071-9388_01v06_2013_03
fatcat:cobmxcg4tbcdhndrtinxagmzo4
D33.2 Earth Science metadata, semantics and ontology harmonization report
2013
Zenodo
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The results of the two previous sections are used for the definition of the strategies to have harmonized metadata, semantics and ontologies, able to satisfy the user needs coping with the different Earth ...
requirements and (c) describing general approaches for harmonization/integration of information and how they fit into SCIDIP-ES (and in particular in WP33). ...
optimised for dealing with Earth Observation data. ...
doi:10.5281/zenodo.3275163
fatcat:auuz2aiqabh47jdipeewa7wr2e
Observation-Driven Geo-Ontology Engineering
2012
Transactions on GIS
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Big Data, Linked Data, Smart Dust, Digital Earth, and e-Science are just some of the names for research trends that surfaced over the last years. ...
ontologies that are driven by application needs and developed bottom-up out of observation data. ...
Acknowledgments The author would like to thank Simon Scheider, Werner Kuhn, Benjamin Adams, Pascal Hitzler, and the anonymous reviewers for their valuable comments and suggestions. ...
doi:10.1111/j.1467-9671.2012.01342.x
fatcat:aylulfamofhqrmihlqyw2p7moa
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