Author's publications
Samat, A.
Total publications
23
Years active
3
Publication types
2
2026 (8)
- High-resolution spatiotemporal analysis and driver attribution of floods in Kazakhstan using SHAP and remote sensing integration
- Fine-Grained Classification of Lakeshore Wetland鈥揅ropland Mosaics via Multimodal RS Data Fusion and Weakly Supervised Learning: A Case Study of Bosten Lake, China
- Unveiling kazakhstan's ecosystem service puzzle: Spatiotemporal shifts and drivers of supply and demand through multi-model integration and machine learning methods
- Local Climate Zone Mapping by Integrating Hyperspectral and Multispectral Data with a Spectral鈥揝patial Fusion Network
- Monitoring the Spatiotemporal Dynamics of Invasive Pedicularis kansuensis in Bayinbuluke Alpine Wetlands: A Novel Spectral Index Framework Using PlanetScope Time Series (2021鈥�2025)
- Spatiotemporal statistical evaluation of recent active and passive satellite-derived soil moisture products across Central Asia under multiple scenarios
- Remote Sensing of Non-Intertidal Wetlands: An Overview of Current Status and Future Research Directions
- A Systematic Review of Methodological Advances in Glacier-Velocity Retrieval with an Emphasis on Debris-Covered Glaciers
2025 (12)
- Assessing Ecological Quality Dynamics and Driving Factors in the Irtysh River Basin Using AWBEI and OPGD Approaches
- Self-Supervised Learning and Multi-Sensor Fusion for Alpine Wetland Vegetation Mapping: Bayinbuluke, China
- Evaluating the Performance of Satellite-Derived Soil Moisture Products Across South America Using Minimal Ground-Truth Assumptions in Spatiotemporal Statistical Analysis
- Integrative analysis of transboundary land use conflicts in the Aral Sea Basin: A multi-scale assessment of drivers and strategies for sustainable management
- An automatic classification method with weak supervision for large-scale wetland mapping in transboundary (Irtysh River) basin using Sentinel 1/2 imageries
- A novel method integrating sample migration and threshold optimization for high-precision greenhouse classification: evidence from Southern China
- Automated Local Climate Zone Mapping via Multi-Parameter Synergistic Optimization and High-Resolution GIS-RS Fusion
- Explainable Machine Learning Insights into Wetland Dynamics and Carbon Storage in the Irtysh River Basin
- Evaluation of Land Suitability for Construction in the Turpan鈥揌ami Region Based on the Integration of the MaxEnt Model and Regional Planning
- Adversarial Positive-Unlabeled Learning-Based Invasive Plant Detection in Alpine Wetland Using Jilin-1 and Sentinel-2 Imageries
- Spatiotemporal characteristics and driving factors of the fractional vegetation coverage in the Ertix River Basin
- Spatiotemporal Dynamics of the Aridity Index in Central Kazakhstan
2024 (3)
- Advances in Remote Sensing and Machine Learning Methods for Invasive Plants Study: A Comprehensive Review
- ACO-TSSCD: An Optimized Deep Multimodal Temporal Semantic Segmentation Change Detection Approach for Monitoring Agricultural Land Conversion
- Unsupervised Domain Adaptation with Contrastive Learning-Based Discriminative Feature Augmentation for RS Image Classification