SMArtCast: Predicting soil moisture interpolations into the future using Earth observation data in a deep learning framework. - Conrad James Foley; Sagar Vaze; Mohamed El Amine Seddiq; Alexey Unagaev; Natalia Efremova (CoRR, 2020)

Optimal Use of Multi-spectral Satellite Data with Convolutional Neural Networks. - Sagar Vaze; Conrad James Foley; Mohamed El Amine Seddiq; Alexey Unagaev; Natalia Efremova (CoRR, 2020)

Soil Nitrogen Forecasting From Environmental Variables Provided By Multisensor Remote Sensing Images. - Weiying Zhao; Ganzorig Chuluunbat; Aleksei Unagaev; Natalia Efremova (IGARSS, 2024)

Data-Driven Soil Organic Carbon Sampling: Integrating Spectral Clustering with Conditioned Latin Hypercube Optimization. - Weiying Zhao; Aleksei Unagaev; Natalia Efremova (CoRR, 2025)