Prospects for Synthesizing Ecological Risk Models and Big Data Technologies for Marine Ecosystems

—A possible approach combining ecological risk models, on the one hand, and Big Data theory and practice, on the other hand, is proposed. The model calculates annual variation of ecological risk in marine resource management. Based on the preliminary results obtained for a highly productive ecosyste...

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Bibliographic Details
Published in:Izvestiya. Physics of the solid earth 2022-08, Vol.58 (4), p.534-543
Main Authors: Gvishiani, A. D., Lobkovsky, L. I., Solovjova, N. V.
Format: Article
Language:English
Subjects:
Annual variations
Anthropogenic factors
Big Data
Earth and Environmental Science
Earth Sciences
Ecological effects
Geophysics/Geodesy
Human influences
Marine ecology
Marine ecosystems
Marine resources
Marine resources management
Marine technology
Probability theory
Resource management
Risk assessment
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Summary:—A possible approach combining ecological risk models, on the one hand, and Big Data theory and practice, on the other hand, is proposed. The model calculates annual variation of ecological risk in marine resource management. Based on the preliminary results obtained for a highly productive ecosystem of the Arctic shelf, intra-annual variations in the allowable probability of impact from anthropogenic stressors are calculated. The proposed approach refines risk assessments for processes of various origin.
ISSN:1069-3513
1555-6506
DOI:10.1134/S1069351322040048