Advancing forest carbon stocks' mapping using a hierarchical approach with machine learning and satellite imagery
Illarionova, Svetlana, Tregubova, Polina, Shukhratov, Islomjon, Shadrin, Dmitrii, Efimov, Albert, Burnaev, Evgeny
Published in Scientific reports (09.09.2024)
Published in Scientific reports (09.09.2024)
Get full text
Journal Article
A Survey of Computer Vision Techniques for Forest Characterization and Carbon Monitoring Tasks
Illarionova, Svetlana, Shadrin, Dmitrii, Tregubova, Polina, Ignatiev, Vladimir, Efimov, Albert, Oseledets, Ivan, Burnaev, Evgeny
Published in Remote sensing (Basel, Switzerland) (01.11.2022)
Published in Remote sensing (Basel, Switzerland) (01.11.2022)
Get full text
Journal Article
Wildfire spreading prediction using multimodal data and deep neural network approach
Shadrin, Dmitrii, Illarionova, Svetlana, Gubanov, Fedor, Evteeva, Ksenia, Mironenko, Maksim, Levchunets, Ivan, Belousov, Roman, Burnaev, Evgeny
Published in Scientific reports (31.01.2024)
Published in Scientific reports (31.01.2024)
Get full text
Journal Article
Deep Learning in Precision Agriculture: Artificially Generated VNIR Images Segmentation for Early Postharvest Decay Prediction in Apples
Stasenko, Nikita, Shukhratov, Islomjon, Savinov, Maxim, Shadrin, Dmitrii, Somov, Andrey
Published in Entropy (Basel, Switzerland) (28.06.2023)
Published in Entropy (Basel, Switzerland) (28.06.2023)
Get full text
Journal Article
Flood Extent and Volume Estimation Using Remote Sensing Data
Popandopulo, Georgii, Illarionova, Svetlana, Shadrin, Dmitrii, Evteeva, Ksenia, Sotiriadi, Nazar, Burnaev, Evgeny
Published in Remote sensing (Basel, Switzerland) (01.09.2023)
Published in Remote sensing (Basel, Switzerland) (01.09.2023)
Get full text
Journal Article
Benchmark for Building Segmentation on Up-Scaled Sentinel-2 Imagery
Illarionova, Svetlana, Shadrin, Dmitrii, Shukhratov, Islomjon, Evteeva, Ksenia, Popandopulo, Georgii, Sotiriadi, Nazar, Oseledets, Ivan, Burnaev, Evgeny
Published in Remote sensing (Basel, Switzerland) (01.04.2023)
Published in Remote sensing (Basel, Switzerland) (01.04.2023)
Get full text
Journal Article
An Automated Approach to Groundwater Quality Monitoring—Geospatial Mapping Based on Combined Application of Gaussian Process Regression and Bayesian Information Criterion
Shadrin, Dmitrii, Nikitin, Artyom, Tregubova, Polina, Terekhova, Vera, Jana, Raghavendra, Matveev, Sergey, Pukalchik, Maria
Published in Water (Basel) (01.02.2021)
Published in Water (Basel) (01.02.2021)
Get full text
Journal Article
Machine learning-based modeling of chl-a concentration in Northern marine regions using oceanic and atmospheric data
Aleshin, Maxim, Illarionova, Svetlana, Shadrin, Dmitrii, Ivanov, Vasily, Vanovskiy, Vladimir, Burnaev, Evgeny
Published in Frontiers in Marine Science (25.07.2024)
Published in Frontiers in Marine Science (25.07.2024)
Get full text
Journal Article
Remote sensing data fusion approach for estimating forest degradation: a case study of boreal forests damaged by Polygraphus proximus
Illarionova, Svetlana, Tregubova, Polina, Shukhratov, Islomjon, Shadrin, Dmitrii, Kedrov, Alexander, Burnaev, Evgeny
Published in Frontiers in environmental science (31.07.2024)
Published in Frontiers in environmental science (31.07.2024)
Get full text
Journal Article
Optimization of Water Quality Monitoring Networks Using Metaheuristic Approaches: Moscow Region Use Case
Yudina, Elizaveta, Petrovskaia, Anna, Shadrin, Dmitrii, Tregubova, Polina, Chernova, Elizaveta, Pukalchik, Mariia, Oseledets, Ivan
Published in Water (Basel) (01.04.2021)
Published in Water (Basel) (01.04.2021)
Get full text
Journal Article