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Article information
2025 , Volume 30, ¹ 4, p.133-144
Gavenko O.Y., Shashok N.A.
Multimodal embeddings as an effective way for processing climate information within the framework of the Climate Doctrine of the Russian Federation
Application of advanced technologies allows knowledge-intensive supporting for the decision making on a wide range of issues related to anthropogenic and technogenic factors. Automation of such support requires fundamental and applied scientific research aimed at developing analytical and control systems which are capable correctly process and interpret climate data. An effective way to process climate information is to use multimodal embeddings that combine information from diverse sources. The development of an information system that uses multimodal climate data corresponds to the strategic goals of the Russian Federation in the environmental monitoring and climate policy
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Keywords: decision-making support, development of analytical systems, climate data, multimodal embeddings
Author(s):
Gavenko Olga Yurievna
Dr.
Position: General Scientist
Office: Matrosov Institute for System Dynamics and Control Theory of Siberian Branch of Russian Academy of Sciences, Federal Research Center for Information and Computational Technologies
Address: 630090, Russia, Novosibirsk, 6, Acad. Lavrentjev avenue
Shashok Natalia Alexandrovna
Position: Student
Office: Federal Research Center for Information and Computational Technologies
Address: 630090, Russia, Novosibirsk, 6, Acad. Lavrentjev avenue
Bibliography link:
Gavenko O.Y., Shashok N.A. Multimodal embeddings as an effective way for processing climate information within the framework of the Climate Doctrine of the Russian Federation // Computational technologies. 2025. V. 30. ¹ 4. P. 133-144
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