Crop yield prediction using machine learning, multi-source remote sensing technologies and data fusion a case study of Mezőhegyes Hungary /

Amankulova Khilola
2024

Time-series analysis of Sentinel-2 satellite images for sunflower yield estimation

Amankulova Khilola, Farmonov Nizom, Mucsi László
2023

Sunflower Crop Yield Prediction by advanced statistical modeling using Satellite-derived Vegetation Indices and Crop Phenology

Amankulova Khilola, Farmonov Nizom, Mukhtorov Uzbekkhon, Mucsi László
2023

Comparison of PlanetScope, Sentinel-2, and landsat 8 data in soybean yield estimation within-field variability with random forest regression

Amankulova Khilola, Farmonov Nizom, Akramova Parvina, Tursunov Ikrom, Mucsi László
2023

Integrating the Sentinel-1, Sentinel-2 and Topographic data into soybean yield modelling using Machine Learning

Amankulova Khilola, Farmonov Nizom, Omonov Khasan, Abdurakhimova Mokhigul, Mucsi László
2024

Investigation the reason of affected Hybrid Corn in Agricultural Fields by Using Multi-Temporal Sentinel-2 Images in Mezőhegyes, South-Eastern Hungary

Amankulova Khilola, Farmonov Nizom, Gudmann András Viktor, Bónus Krisztián, Mucsi László
2021

HypsLiDNet 3-D-2-D CNN Model and Spatial–Spectral Morphological Attention for Crop Classification with DESIS and LiDAR Data /

Farmonov Nizom, Esmaeili M., Abbasi-Moghadam Dariush, Sharifi Alireza, Amankulova Khilola, Mucsi László
2024

Combining PlanetScope and Sentinel-2 images with environmental data for improved wheat yield estimation

Farmonov Nizom, Amankulova Khilola, Szatmári József, Urinov Jamol, Narmanov Zafar, Nosirov Jakhongir, Mucsi László
2023

Multispectral Crop Yield Prediction Using 3D-Convolutional Neural Networks and Attention Convolutional LSTM Approaches

Mirhoseini Nejad Seyed Mahdi, Abbasi-Moghadam Dariush, Sharifi Aireza, Farmonov Nizom, Amankulova Khilola, Mucsi László
2023

Crop Type Classification by DESIS Hyperspectral Imagery and Machine Learning Algorithms

Farmonov Nizom, Amankulova Khilola, Szatmári József, Sharifi Alireza, Abbasi-Moghadam Dariush, Mirhoseini Nejad Seyed Mahdi, Mucsi László
2023

Effectiveness of machine learning and deep learning models at county-level soybean yield forecasting

Farmonov Nizom, Amankulova Khilola, Khan Shahid Nawaz, Abdurakhimova Mokhigul, Szatmári József, Khabiba Tukhtaeva, Makhliyo Radjabova, Khodicha Meiliyeva, Mucsi László
2023

A Novel Fusion Method for Soybean Yield Prediction Using Sentinel-2 and PlanetScope Imagery

Amankulova Khilola, Farmonov Nizom, Abdelsamei Enas, Szatmári József, Khan Waleed, Zhran Mohamed, Rustamov Jamshid, Akhmedov Sharifboy, Sarimsakov Maksudxon, Mucsi László
2024