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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

T. Dedova

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3 papers indexed here

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Open access Sep 2026

Multi-source remote sensing approach for monitoring the Caspian Sea shoreline dynamics

This study presents a scalable methodology for the semi-automated extraction of the Caspian Sea shoreline and water surface based on medium-resolution satellite imagery and cloud computing within the Google Earth Engine environment. The input datasets included very high-resolution PlanetScope imagery, Harmonized Land...

T. Dedova, L. Balakay, Nuria Bashirova et al. · 0 citations
Open access Oct 2026

SEMANTIC SEGMENTATION OF OIL-CONTAMINATED LAND FROM PLANETSCOPE IMAGERY USING NEURAL NETWORK MODELS

Monitoring of oil-contaminated land is a pressing challenge for Kazakhstan. During the Soviet era, oil production at a number of fields relied on the so-called pit method, whereby drilling waste, process fluids, and associated wastewater were collected in purpose-dug earthen pits adjacent to extraction sites, leaving a...

G. Abdimanap, T. Dedova, L. Balakay et al. · 0 citations
Open access Sep 2026

Spatiotemporal analysis of atmospheric methane over Kazakhstan using Sentinel-5P satellite observations between 2019–2024

Methane (CH 4 ) is a potent greenhouse gas whose short-term radiative forcing significantly exceeds that of CO 2 , poses significant risks for regions with intensive hydrocarbon production, such as Kazakhstan.This study provides a country-wide spatiotemporal assessment of methane concentrations over Kazakhstan fo...

D. Chepashev, G. Zhussupova, T. Dedova et al. · 0 citations

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