Urban Growth Forecast Using Machine Learning Algorithms and GIS-Based Novel Techniques: A Case Study Focusing on Nasiriyah City, Southern Iraq. - Hanoon, Sadeq Khaleefah; Abdullah, Ahmad Fikri; Shafri, Helmi Z. M.; Wayayok, Aimrun (ISPRS Int. J. Geo Inf., 2023)

A Novel Approach Based on Machine Learning and Public Engagement to Predict Water-Scarcity Risk in Urban Areas. - Hanoon, Sadeq Khaleefah; Abdullah, Ahmad Fikri; Shafri, Helmi Z. M.; Wayayok, Aimrun (ISPRS Int. J. Geo Inf., 2022)

Using Supervised Classification technique to monitor hydrological systems of Mesopotamia marshes in Dhi- Qar province (Iraq). - Hanoon, Sadeq Khaleefah; Abdullah, Ahmad Fikri; Shafri, Helmi Z. M.; Wayayok, Aimrun (2022)

Development of an Automated Multidirectional Pest Sampling Detection System Using Motorized Sticky Traps. - Hadi, Mustafa Kareem; Kassim, Muhamad Saufi Mohd; Wayayok, Aimrun (IEEE Access, 2021)

Deep Convolutional Neural Network for Large-Scale Date Palm Tree Mapping from UAV-Based Images. - Gibril, Mohamed Barakat A.; Shafri, Helmi Zulhaidi Mohd; Shanableh, Abdallah; Al-Ruzouq, Rami; Wayayok, Aimrun; Hashim, Shaiful Jahari (Remote. Sens., 2021)

Vegetation Effects on Soil Moisture Retrieval from Water Cloud Model Using PALSAR-2 for Oil Palm Trees. - Shashikant, Veena; Shariff, Abdul Rashid Mohamed; Wayayok, Aimrun; Kamal, Md Rowshon; Lee, Yang Ping; Takeuchi, Wataru (Remote. Sens., 2021)

Comparison of Field and SAR-Derived Descriptors in the Retrieval of Soil Moisture from Oil Palm Crops Using PALSAR-2. - Shashikant, Veena; Shariff, Abdul Rashid Mohamed; Wayayok, Aimrun; Kamal, Md Rowshon; Lee, Yang Ping; Takeuchi, Wataru (Remote. Sens., 2021)

Droplet deposition density of organic liquid fertilizer at low altitude UAV aerial spraying in rice cultivation. - Kharim, Muhammad Nurfaiz Abd.; Wayayok, Aimrun; Shariff, Abdul Rashid Mohamed; Abdullah, Ahmad Fikri; Husin, Ezrin Mohd (Comput. Electron. Agric., 2019)

Assessment of rice leaf chlorophyll content using visible bands at different growth stages at both the leaf and canopy scale. - Saberioon, M. M.; Amin, M. S. M.; Anuar, A. R.; Gholizadeh, Asa; Wayayok, Aimrun; Khairunniza-Bejo, Siti (Int. J. Appl. Earth Obs. Geoinformation, 2014)