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  • Анализ изменений ландшафтного покрова по данным мультиспектральной дистанционной информации в центрально-лесном заповеднике
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News
July 20, 2026
Scientists Create Open Dataset for Studying Concentration
A team of Russian researchers, including scientists from HSE University–St Petersburg, has developed the first open multimodal dataset containing recordings of brain activity, heart function, and video observations to help researchers understand what happens in the human brain during deep concentration. In the future, the dataset could accelerate the development of neural interfaces, rehabilitation technologies, and AI systems. The article has been published in Scientific Data.
July 20, 2026
‘Science Is Universal-It Knows No Borders
Fuad Aleskerov, Tenured Professor and Director of the International Centre of Decision Choice and Analysis at HSE University, together with his colleagues, has developed methods of network analysis in bibliometrics that have made it possible to identify patterns in the appearance and citation of publications in academic journals, as well as their influence on each other. When one or a number of studies are frequently cited by a wide range of journals, this is an indicator that the research is of high quality. By contrast, extensive cross-citation within a limited group of journals increases the likelihood of identifying a network of predatory publications.
July 20, 2026
Scientists Propose Method for More Efficient Resource Use in Machine Learning
An international group of researchers, including mathematicians from the AI and Digital Science Institute at the HSE Faculty of Computer Science, has provided a theoretical justification for a simple and computationally efficient method of estimating uncertainty in Stochastic Gradient Descent (SGD). The paper has been published on the scientific preprint server arXiv.org and presented at AISTATS 2026.

 

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Анализ изменений ландшафтного покрова по данным мультиспектральной дистанционной информации в центрально-лесном заповеднике

Известия РАН. Серия географическая. 2014. № 3. С. 5–18.
Пузаченко Ю. Г., Kotlov I., Sandlerskiy R.

Vegetation cover changes are analyzed using data on differences in reflected solar radiation in spectral channels in two scenes of Landsat for March 1986 and March 2010, showing the balance between destruction and restoration of vegetation cover. Slight imbalance occurs as the result of the activity of beavers, leading to deforestation of floodplains of streams and small rivers. The differences in the rate of recovery of the forest clearings and the emergence of quasi-stable communities of small-leaved forests on previously cultivated lands, as well as the destruction of pine forests on bogs and forests adjacent to the bogs with an increase in the area of the bogs are shown.

Research target: Earth Sciences Biology Effective Natural Resource Management Agriculture, Forestry, and Fisheries
Language: Russian
Full text
DOI
Text on another site
Keywords: мониторингmonitoring vegetation cover растительный покровland cover changeландшафтный покров
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