Anna Petrovskaia

According to our database, Anna Petrovskaia authored at least 9 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

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

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

Environ. Model. Softw., 2026

2023

Challenges in data-based geospatial modeling for environmental research and practice.

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

CoRR, 2023

2022

A Single Image Deep Learning Approach to Restoration of Corrupted Landsat-7 Satellite Images.

Anna Petrovskaia, Raghavendra B. Jana, Ivan V. Oseledets

Sensors, 2022

Bayesian Aggregation Improves Traditional Single-Image Crop Classification Approaches.

Ivan Matvienko, Mikhail Gasanov, Anna Petrovskaia, Maxim A. Kuznetsov, Raghavendra B. Jana, Maria Pukalchik, Ivan V. Oseledets

Sensors, 2022

2021

Optimal soil sampling design based on the maxvol algorithm.

Anna Petrovskaia, Gleb V. Ryzhakov, Ivan V. Oseledets

CoRR, 2021

A New Multi-objective Approach to Optimize Irrigation Using a Crop Simulation Model and Weather History.

Mikhail Gasanov, Daniil Merkulov, Artyom Nikitin, Sergey A. Matveev, Nikita Stasenko, Anna Petrovskaia, Mariia Pukalchik, Ivan V. Oseledets

Proceedings of the Computational Science - ICCS 2021, 2021

2020

A single image deep learning approach to restoration of corrupted remote sensing products.

Anna Petrovskaia, Raghavendra B. Jana, Ivan V. Oseledets

CoRR, 2020

Bayesian aggregation improves traditional single image crop classification approaches.

Ivan Matvienko, Mikhail Gasanov, Anna Petrovskaia, Raghavendra Belur Jana, Maria Pukalchik, Ivan V. Oseledets

CoRR, 2020

Sensitivity Analysis of Soil Parameters in Crop Model Supported with High-Throughput Computing.

Mikhail Gasanov, Anna Petrovskaia, Artyom Nikitin, Sergey A. Matveev, Polina Tregubova, Maria Pukalchik, Ivan V. Oseledets

Proceedings of the Computational Science - ICCS 2020, 2020