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Large-scale forecasting of Heracleum sosnowskyi habitat suitability under the climate change on publicly available data

Scientific reports, 2022-04, Vol.12 (1), p.6128-6128, Article 6128

2022

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

Scientific reports, 2023-12, Vol.13 (1), p.22167-22167, Article 22167

2023

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

Sensors (Basel, Switzerland), 2021-08, Vol.21 (16), p.5646

2021

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

Scientific reports, 2024-09, Vol.14 (1), p.21032-20, Article 21032

2024

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

Scientific reports, 2021-12, Vol.11 (1), p.23822-14, Article 23822

2021

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A Survey of Computer Vision Techniques for Forest Characterization and Carbon Monitoring Tasks

Remote sensing (Basel, Switzerland), 2022-11, Vol.14 (22), p.5861

2022

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Pseudo-Labeling Approach for Land Cover Classification Through Remote Sensing Observations With Noisy Labels

IEEE access, 2023, Vol.11, p.82570-82583

2023

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Wildfire spreading prediction using multimodal data and deep neural network approach

Scientific reports, 2024-01, Vol.14 (1), p.2606-2606, Article 2606

2024

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

Entropy (Basel, Switzerland), 2023-06, Vol.25 (7), p.987

2023

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Augmentation-Based Methodology for Enhancement of Trees Map Detalization on a Large Scale

Remote sensing (Basel, Switzerland), 2022-05, Vol.14 (9), p.2281

2022

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Flood Extent and Volume Estimation Using Remote Sensing Data

Remote sensing (Basel, Switzerland), 2023-09, Vol.15 (18), p.4463

2023

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XtremeAugment: Getting More From Your Data Through Combination of Image Collection and Image Augmentation

IEEE access, 2022, Vol.10, p.24010-24028

2022

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Estimation of the Canopy Height Model From Multispectral Satellite Imagery With Convolutional Neural Networks

IEEE access, 2022, Vol.10, p.34116-34132

2022

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Benchmark for Building Segmentation on Up-Scaled Sentinel-2 Imagery

Remote sensing (Basel, Switzerland), 2023-04, Vol.15 (9), p.2347

2023

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Primary forest characteristics estimation through remote sensing data and machine learning: Sakhalin case study

E3S web of conferences, 2024, Vol.542, p.4003

2024

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MixChannel: Advanced Augmentation for Multispectral Satellite Images

Remote sensing (Basel, Switzerland), 2021-06, Vol.13 (11), p.2181

2021

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

Water (Basel), 2021-02, Vol.13 (4), p.400

2021

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Machine learning-based modeling of chl-a concentration in Northern marine regions using oceanic and atmospheric data

Frontiers in Marine Science, 2024-07, Vol.11

2024

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

Frontiers in environmental science, 2024-07, Vol.12

2024

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

Water (Basel), 2021-04, Vol.13 (7), p.888

2021

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Bayesian optimization for seed germination

Plant methods, 2019-04, Vol.15 (1), p.43-43, Article 43

2019

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Assessment of Leaf Area and Biomass through AI-Enabled Deployment

Eng (Basel, Switzerland), 2023-09, Vol.4 (3), p.2055-2074

2023

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CISA: Context Substitution for Image Semantics Augmentation

Mathematics (Basel), 2023-04, Vol.11 (8), p.1818

2023

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Designing Future Precision Agriculture: Detection of Seeds Germination Using Artificial Intelligence on a Low-Power Embedded System

IEEE sensors journal, 2019-12, Vol.19 (23), p.11573-11582

2019

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Enabling Precision Agriculture Through Embedded Sensing With Artificial Intelligence

IEEE transactions on instrumentation and measurement, 2020-07, Vol.69 (7), p.4103-4113

2020

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Large-scale forecasting of Heracleum sosnowskyi habitat suitability under the climate change on publicly available data

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

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

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

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

A Survey of Computer Vision Techniques for Forest Characterization and Carbon Monitoring Tasks

Pseudo-Labeling Approach for Land Cover Classification Through Remote Sensing Observations With Noisy Labels

Wildfire spreading prediction using multimodal data and deep neural network approach

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

Augmentation-Based Methodology for Enhancement of Trees Map Detalization on a Large Scale

Flood Extent and Volume Estimation Using Remote Sensing Data

XtremeAugment: Getting More From Your Data Through Combination of Image Collection and Image Augmentation

Estimation of the Canopy Height Model From Multispectral Satellite Imagery With Convolutional Neural Networks

Benchmark for Building Segmentation on Up-Scaled Sentinel-2 Imagery

Primary forest characteristics estimation through remote sensing data and machine learning: Sakhalin case study

MixChannel: Advanced Augmentation for Multispectral Satellite Images

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

Machine learning-based modeling of chl-a concentration in Northern marine regions using oceanic and atmospheric data

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

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

Bayesian optimization for seed germination

Assessment of Leaf Area and Biomass through AI-Enabled Deployment

CISA: Context Substitution for Image Semantics Augmentation

Designing Future Precision Agriculture: Detection of Seeds Germination Using Artificial Intelligence on a Low-Power Embedded System

Enabling Precision Agriculture Through Embedded Sensing With Artificial Intelligence

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