Dmitrii Shadrin

Affiliations

Skolkovo Institute of Science and Technology, Applied AI Center, Moscow, Russia, 121205.

Publications (6)

Forest age estimation in northern Arkhangelsk region based on machine learning pipeline on Sentinel-2 and auxiliary data.

Scientific reports

Avec: Alina Smolina , Svetlana Illarionova , Alexander Kedrov , Evgeny Burnaev

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

Scientific reports

Avec: Artyom Nikitin , Polina Tregubova , Sergey Matveev , Ivan Oseledets , Maria Pukalchik

Generation of the NIR Spectral Band for Satellite Images with Convolutional Neural Networks.

Sensors (Basel, Switzerland)

Avec: Svetlana Illarionova , Alexey Trekin , Vladimir Ignatiev , Ivan Oseledets

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

Scientific reports

Avec: Svetlana Illarionova , Polina Tregubova , Islomjon Shukhratov , Albert Efimov , Evgeny Burnaev

Deep Learning in Precision Agriculture: Artificially Generated VNIR Images Segmentation for Early Postharvest Decay Prediction in Apples.

Entropy (Basel, Switzerland)

Avec: Nikita Stasenko , Islomjon Shukhratov , Maxim Savinov , Andrey Somov

Wildfire spreading prediction using multimodal data and deep neural network approach.

Scientific reports

Avec: Svetlana Illarionova , Fedor Gubanov , Ksenia Evteeva , Maksim Mironenko , Ivan Levchunets , Roman Belousov , Evgeny Burnaev

Réseau de co-auteurs

Svetlana Illarionova 4 collaborations

Evgeny Burnaev 3 collaborations

Polina Tregubova 2 collaborations

Ivan Oseledets 2 collaborations

Islomjon Shukhratov 2 collaborations

Alina Smolina 1 collaboration

Alexander Kedrov 1 collaboration

Artyom Nikitin 1 collaboration

Sergey Matveev 1 collaboration

Maria Pukalchik 1 collaboration

Alexey Trekin 1 collaboration

Vladimir Ignatiev 1 collaboration

Albert Efimov 1 collaboration

Nikita Stasenko 1 collaboration

Maxim Savinov 1 collaboration

Andrey Somov 1 collaboration

Fedor Gubanov 1 collaboration

Ksenia Evteeva 1 collaboration

Maksim Mironenko 1 collaboration

Ivan Levchunets 1 collaboration

Roman Belousov 1 collaboration