Polina Tregubova - Publications, H-index & Citations

Polina Tregubova

skolkovo institute of science and technology

8H指数

37论文数

284被引数

收录论文 12

发表时间

From Spectral Indices to Foundation Models: A Review of The AI Revolution in Satellite-based Environmental Hazard Monitoring 从光谱指数到基础模型：卫星环境灾害监测中的人工智能革命综述

Earth Systems and Environment

IF4.7

2026-07-30

PREAI

Svetlana Illarionova; Usman Tasuev; Polina Tregubova; Ivan Rubin; Dmitrii Shadrin; Aleksey Zaytsev; Dmitrii Katalevsky; Alexander Marusov; Alexander V. Bernstein; Evgeny Burnaev

Ecosystem extent mapping in a global monitoring context 在全球监测背景下进行生态系统范围制图

Journal of Environmental Management

IF8.4

2026-03-02

OAAI

Polina Tregubova; Bruno Smets; Lars Hein; Ioannis P. Kokkoris; Michela Perrone; Vojtěch Barták; Jan Komárek; Vítězslav Moudrý; Ruben Remelgado; Stefano Balbi; Alessio Bulckaen; Ian McCallum; Myroslava Lesiv; Marc Paganini; Carsten Meyer

Data-driven approach to robust spatio-temporal assessment of carbon fluxes using Earth observation and ground-based data

Environmental Modelling & Software

IF4.6

2026-01-20

PREAI

Artem Gorbarenko; Mikhail Gasanov; Elizaveta Gorbarenko; Polina Tregubova; Anna Petrovskaia; Usman Tasuev; Svetlana Illarionova; Dmitrii Shardrin; Evgeny Burnaev

Challenges in data-driven geospatial modeling for environmental research and practice

NATURE COMMUNICATIONS

IF15.7

2024-12-19

OAAI

Koldasbayeva, Diana; Tregubova, Polina; Gasanov, Mikhail; Zaytsev, Alexey; Petrovskaia, Anna; Burnaev, Evgeny

Maximizing dataset variability in agricultural surveys with spatial sampling based on MaxVol matrix approximation

PRECISION AGRICULTURE

IF6.6

2024-12-13

PREAI

Petrovskaia, Anna; Gasanov, Mikhail; Nikitin, Artyom; Tregubova, Polina; Oseledets, Ivan

Advancing forest carbon stocks' mapping using a hierarchical approach with machine learning and satellite imagery

SCIENTIFIC REPORTS

IF3.9

2024-09-09

OAAI

Illarionova, Svetlana; Tregubova, Polina; Shukhratov, Islomjon; Shadrin, Dmitrii; Efimov, Albert; Burnaev, Evgeny

Remote sensing data fusion approach for estimating forest degradation: a case study of boreal forests damaged by Polygraphus proximus

FRONTIERS IN ENVIRONMENTAL SCIENCE

IF3.7

2024-07-31

OAAI

Illarionova, Svetlana; Tregubova, Polina; Shukhratov, Islomjon; Shadrin, Dmitrii; Kedrov, Alexander; Burnaev, Evgeny

Large-scale forecasting of Heracleum sosnowskyi habitat suitability under the climate change on publicly available data 根据公开数据对气候变化下的Heracleum sosnowskyi栖息地适宜性进行大规模预测

SCIENTIFIC REPORTS

IF3.9

2022-04-12

OAAI

Koldasbayeva, Diana; Tregubova, Polina; Shadrin, Dmitrii; Gasanov, Mikhail; Pukalchik, Maria

Regulation-based probabilistic substance quality index and automated geo-spatial modeling for water quality assessment

SCIENTIFIC REPORTS

IF3.9

2021-12-10

OAAI

Nikitin, Artyom; Tregubova, Polina; Shadrin, Dmitrii; Matveev, Sergey; Oseledets, Ivan; Pukalchik, Maria

Optimization of Water Quality Monitoring Networks Using Metaheuristic Approaches: Moscow Region Use Case

WATER

IF3

2021-03-24

OAAI

Yudina, Elizaveta; Petrovskaia, Anna; Shadrin, Dmitrii; Tregubova, Polina; Chernova, Elizaveta; Pukalchik, Mariia; Oseledets, Ivan

An Automated Approach to Groundwater Quality Monitoring-Geospatial Mapping Based on Combined Application of Gaussian Process Regression and Bayesian Information Criterion

WATER

IF3

2021-02-04

OAAI

Shadrin, Dmitrii; Nikitin, Artyom; Tregubova, Polina; Terekhova, Vera; Jana, Raghavendra; Matveev, Sergey; Pukalchik, Maria

Organic amendments potentially stabilize metals in smelter contaminated Arctic soils: An incubation study

HELIYON

IF3.6

2021-01-01

OAAI

Tregubova, Polina; Koptsik, Galina; Stepanov, Andrey; Koptsik, Sergey; Spiers, Graeme

研究方向