Author

R. Arystanova

3 papers indexed here

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Open access Oct 2026

Digital terrain modeling for hydrological analysis and territorial planning in eastern and southeastern regions of Kazakhstan

The study presents a reproducible methodology for regional digital terrain modeling based on Sentinel-1 SLC radar imagery for Almaty, Zhetysu, Zhambyl, Abai, and East Kazakhstan regions. The objective was to generate a geoinformation terrain layer suitable for hydrological analysis, surface runoff interpretation, ident...

A. Arystanov, R. Arystanova, G. Kabzhanova et al. · BULLETIN of the L.N. Gumilyo... · 0 citations

Open access Sep 2026

Machine Learning Classification of Elevated Discharge in the Koksu River Basin, Kazakhstan: Benchmarking Against Persistence and Illustrative DEM-Based Inundation Scenarios

In data-sparse Central Asian watersheds, machine learning and Geographic Information Systems (GIS) are increasingly applied to hydrological hazard classification. This article compares Random Forest (RF), XGBoost, and Long Short-Term Memory (LSTM) models for daily elevated-discharge classification in the Koksu River ba...

S. Kulbekova, Abzal Kalygulov, R. Arystanova et al. · Water · 0 citations

Open access Sep 2026

Spatial Assessment of Landslide Susceptibility for Sustainable Land-Use Planning in the Foothill Zones of the Almaty Agglomeration (Southeastern Kazakhstan) Using the Frequency Ratio Method and GIS

The active development of the foothill areas of the Almaty agglomeration (Southeastern Kazakhstan) requires reliable methods for landslide susceptibility assessment. This study aims to identify the spatial association between landslide occurrence and selected environmental and anthropogenic factors using the Frequency...

Aktoty Bekzhanova, Alipuly Yerik, Bekbolat Tashev et al. · Sustainability · 0 citations