Aiym Orynbaikyzy

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 4

Top Topics

Feature Importance

Parametric Models

Ensemble Classifier

Data Availability

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Wandi Wang, Mahdi Motagh, Zhuge Xia, Simon Plank, Zhe Li, Aiym Orynbaikyzy, Chao Zhou, Sigrid Roessner
A framework for automated landslide dating utilizing SAR-Derived Parameters Time-Series, An Enhanced Transformer Model, and Dynamic Thresholding. Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
Aiym Orynbaikyzy, Simon Plank, Yenni Vetrita, Sandro Martinis, Imam Santoso, Rido Dwi Ismanto, Farikhotul Chusnayah, Arum Tjahjaningsih, Suwarsono, Nicola Genzano, Francesco Marchese, Muhammad Rokhis Khomarudin, Günter Strunz
Joint use of Sentinel-2 and Sentinel-1 data for rapid mapping of volcanic eruption deposits in Southeast Asia. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Aiym Orynbaikyzy, Ursula Gessner, Christopher Conrad
Spatial Transferability of Random Forest Models for Crop Type Classification Using Sentinel-1 and Sentinel-2. Remote. Sens. 14 (6) (2022)
Aiym Orynbaikyzy, Ursula Gessner, Benjamin Mack, Christopher Conrad
Crop Type Classification Using Fusion of Sentinel-1 and Sentinel-2 Data: Assessing the Impact of Feature Selection, Optical Data Availability, and Parcel Sizes on the Accuracies. Remote. Sens. 12 (17) (2020)