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Modelling spatio-temporal environmental data

Jussi Rasinmäki
2003 Environmental Modelling & Software  
Other aspects of the model are the ability to handle hierarchical data and semantics of the measurements.  ...  A conceptual model for environmental data is presented with special emphasis on the ability to store spatio-temporal references of the data.  ...  An important aspect of abstraction when modelling environmental data is the question of scale of observation.  ... 
doi:10.1016/s1364-8152(03)00106-3 fatcat:4tcex7dqo5hgzfjf2boqlnatt4

A Semantic Portal for Next Generation Monitoring Systems [chapter]

Ping Wang, Jin Guang Zheng, Linyun Fu, Evan W. Patton, Timothy Lebo, Li Ding, Qing Liu, Joanne S. Luciano, Deborah L. McGuinness
2011 Lecture Notes in Computer Science  
for the future of semantically-enabled monitoring systems.  ...  In addition, SemantEco features provenance-based facet generation, query answering, and validation over the integrated data via SPARQL.  ...  Collecting Environmental Data Environmental information systems need to integrate data from distributed data sources to enrich the source data and provide data validation.  ... 
doi:10.1007/978-3-642-25093-4_17 fatcat:ksqoh3evqnckpnax3c7zb25upu

Big Data Architecture for Environmental Analytics [chapter]

Ritaban Dutta, Cecil Li, Daniel Smith, Aruneema Das, Jagannath Aryal
2015 IFIP Advances in Information and Communication Technology  
The work package aims to demonstrate the value of combining semantic and machine learning representations for environmental modeling.  ...  of that particular sensory system, and finally the valid range of measurement that could be expected.  ... 
doi:10.1007/978-3-319-15994-2_59 fatcat:qvxkw6w4hbgxvh6mjqj2heuaym

Global Environmental Assessment Requires Global Functional Searching Engines: Robust Application of TaToo Tools [chapter]

Miroslav Kubásek, Jiří Hřebíček, Jiří Kalina, Ladislav Dušek, Jaroslav Urbánek, Ivan Holoubek
2011 IFIP Advances in Information and Communication Technology  
The synthesis of existing Persistent Organic Pollutants (POPs) pollution monitoring databases with epidemiological data is considered for identifying some impacts of POPs on human health.  ...  This task requires new, rich, data, services and models discovery capabilities from a multitude of monitoring networks and web resources.  ...  The main challenges of the TaToo project are the provision of an appealing user interface for the semantic annotation of environmental resources, more specifically environmental data, information, web  ... 
doi:10.1007/978-3-642-22285-6_55 fatcat:3ciwhz7uljfwbfdro2pr7j4tr4

Data fusion in observer networks

Lj. Bodrozic, D. Stipanicev, D. Krstinic
2007 2007 IEEE Internatonal Conference on Mobile Adhoc and Sensor Systems  
We have introduced such a network using the term "observer network". The papers main topic is data fusion in observer network performed on different levels of observer network architecture.  ...  in an area of interest a large volume of data can be obtained.  ...  Acknowledgements This work was supported by the Ministry of Science, Education and Sport of Republic Croatia under Grant 023-0232005-2003 "AgISEco-Agentbased intelligent environmental monitoring and protection  ... 
doi:10.1109/mobhoc.2007.4428750 dblp:conf/mass/BodrozicSK07 fatcat:faomtv6flne6dermueyc73lk6u

Supporting Rule Generation and Validation on Environmental Data in EnStreaM [chapter]

Alexandra Moraru, Klemen Kenda, Blaž Fortuna, Luka Bradeško, Maja Škrjanc, Dunja Mladenić, Carolina Fortuna
2015 Lecture Notes in Computer Science  
The system is applied on real-life environmental scenarios, where the main source of data comes from sensors.  ...  Using a scalable infrastructure the rules can be tested on massive amount of data in order to observe how past events would fit to these rules.  ...  The abstraction layer provided by the semantic annotations and aggregation of data enables the domain experts to analyze historical data in order to find various patterns.  ... 
doi:10.1007/978-3-662-46641-4_42 fatcat:qpq7pbtdsbeulpkkvigs3qg7nm

Edge Computing and Artificial Intelligence Semantically Driven. Application to a Climatic Enclosure

Olivier Debauche, Said Mahmoudi, Sidi Ahmed Mahmoudi, Pierre Manneback, Frédéric Lebeau
2020 Procedia Computer Science  
In this paper, we use IoT device virtual representation, data validation by means AI algorithm, the semantic description of material, and ontology locally deployed from the cloud allowing to automate the  ...  The availability on the market of a wide variety of equipment makes it difficult to share settings and operating recipes.  ...  The authors would like also to express their gratitude to Mrs Meryem El Moulat for English editing of this paper.  ... 
doi:10.1016/j.procs.2020.07.077 fatcat:6l54yqitxrc7thjowglhsmqubi

The global environmental agenda urgently needs a semantic web of knowledge

Stefano Balbi, Kenneth J. Bagstad, Ainhoa Magrach, Maria Jose Sanz, Naikoa Aguilar-Amuchastegui, Carlo Giupponi, Ferdinando Villa
2022 Environmental Evidence  
Modern open science infrastructure—i.e., public data and model repositories—is a useful starting point, but without shared semantics and common standards for machine actionable data and models, our collective  ...  AbstractProgress in key social-ecological challenges of the global environmental agenda (e.g., climate change, biodiversity conservation, Sustainable Development Goals) is hampered by a lack of integration  ...  Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government.  ... 
doi:10.1186/s13750-022-00258-y fatcat:rlrjleuahvacppgxa7mkg4zmj4

Automated Evaluation of Semantic Segmentation Robustness for Autonomous Driving

Wei Zhou, Julie Stephany Berrio, Stewart Worrall, Eduardo Nebot
2019 IEEE transactions on intelligent transportation systems (Print)  
In the case of vision-based semantic segmentation, there are known issues when encountering new scenarios that are sufficiently different to the training data.  ...  The process incorporates an additional sensor (lidar) to automate the process, eliminating the need for labour-intensive hand labelling of validation data.  ...  ACKNOWLEDGMENT This work has been funded by the Australian Centre for Field Robotics (ACFR), Australian Research Council Discovery Grant DP160104081, and the University of Michigan/Ford Motor Company Contract  ... 
doi:10.1109/tits.2019.2909066 fatcat:6mnqdbmwajcktjgwfzv3zckza4

Diagnosing the Environment Bias in Vision-and-Language Navigation [article]

Yubo Zhang, Hao Tan, Mohit Bansal
2020 arXiv   pre-print
According to this observation, we explore several kinds of semantic representations that contain less low-level visual information, hence the agent learned with these features could be better generalized  ...  Although this issue is considered as one of the major challenges in VLN research, it is still under-studied and needs a clearer explanation.  ...  The views, opinions, and/or findings contained in this article are those of the authors and should not be interpreted as representing the official views or policies, either expressed or implied, of the  ... 
arXiv:2005.03086v1 fatcat:ljdaa2rqxvdi3csj4qpap35hca

Semantic Linking of Research Infrastructure Metadata [chapter]

Paul Martin, Barbara Magagna, Xiaofeng Liao, Zhiming Zhao
2020 Lecture Notes in Computer Science  
Multiple techniques for and modes of semantic linking have been investigated in the context of the ENVRI community cluster of environmental and Earth science RIs, including top-down modelling of entities  ...  of additional links to existing online data.  ...  Firstly, testify the validity of single matcher in a column based manner for the semantic data types.  ... 
doi:10.1007/978-3-030-52829-4_13 fatcat:xdr5q5ppvrhzje6sx4oqm5coem

Eco-informatics modelling via semantic inference

Trina Myers, Ian Atkinson
2013 Information Systems  
This paper presents the "Semantic Reef" architecture that offers an alternative approach to the development, application and execution of observational hypotheses involving studies of coral reef ecosystems  ...  The Semantic Reef Knowledge Representation system is an eco-informatics application designed to assist in the integration of remotely sensed data streams and historic data sets supporting flexible hypothesis  ...  Glen Holmes from the University of Queensland, Jeff Maynard from University of Melbourne, Scott Bainbridge and Stuart Kininmonth from the Australian Institute of Marine Science for their expertise in the  ... 
doi:10.1016/j.is.2012.04.001 fatcat:mxembs5a3faupdksphwkt6emwy

Diagnosing the Environment Bias in Vision-and-Language Navigation

Yubo Zhang, Hao Tan, Mohit Bansal
2020 Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence  
According to this observation, we explore several kinds of semantic representations that contain less low-level visual information, hence the agent learned with these features could be better generalized  ...  R2R, R4R, and CVDN) and achieve competitive unseen results to previous state-of-the-art models.  ...  The views, opinions, and/or findings contained in this article are those of the authors and should not be interpreted as representing the official views or policies, either expressed or implied, of the  ... 
doi:10.24963/ijcai.2020/124 dblp:conf/ijcai/ZhangTB20 fatcat:j4igwg7s5nfszmgaj7s22sdt7y

An Ontological Model for Semantic Interoperability Within an Earth Observation Knowledge Base [chapter]

Giovanna Aracri, Assunta Caruso, Antonietta Folino
2020 Knowledge Organization at the Interface  
Thus, guaranteeing semantic interoperability within the KB platform, ensuring harmonised access to and retrieval of the vast volume of data produced, turning it into usable information and knowledge.  ...  As a multitude of heterogeneous data will be made available through the KB, it is essential to ensure high standards of discoverability, accessibility, and interoperability.  ...  Acknowledgments This activity was funded by the European Commission in the framework of program "The European network for observing our changing planet (ERA-PLANET)", Grant Agreement: 689443 .  ... 
doi:10.5771/9783956507762-13 fatcat:lmiqxyq5vjhfhjahxckaf2pica

Collaborative Ocean Resource Interoperability: Multi-use of Ocean Data on the Semantic Web [chapter]

Feng Tao, Jon Campbell, Maureen Pagnani, Gwyn Griffiths
2009 Lecture Notes in Computer Science  
As a demonstration of the potential offered by semantic web technology, we have used the National Oceanography Centre Southampton's Ferrybox project (where suites of environmental sensors installed on  ...  within the Collaborative Ocean initiative to facilitate multiuse of ocean data, as well as making more EO data available on the semantic web.  ...  Acknowledgements This study is supported by the UK Natural Environment Research Council (NERC) through the Oceans 2025 core programmes of the National Oceanography Centre, Southampton.  ... 
doi:10.1007/978-3-642-02121-3_55 fatcat:3hhhlezxkbhknf66q5iepafhb4
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