Lecturer

Ardan Wiratmoko, S.T.P., M.Sc.

Lecturer · Smart Agriculture Research Center, UGM

Lecturer and researcher at UGM working on agricultural energy and machinery, smart estate technology, and smart farming systems. His work uses UAV platforms for multispectral mapping, crop scouting, and precision spraying across fields and estates, alongside plant-factory monitoring, integrated land management, and smart water management.

Expertise

UAV mapping & remote sensingMultispectral crop monitoringAgricultural energy & machinerySmart estate technologySmart farming systems

Current research & projects

UAV multispectral mapping for crop monitoring
Smart estate technology for oil-palm land management
Smart water management in irrigation areas

Selected publications

A confidence-weighted decision framework for on-site fertilizer quality screening and off-spec detection in smart agricultural systems using low-cost macronutrient sensors2026 · Smart Agricultural Technology ANALISIS HUBUNGAN NILAI SPAD DAN INDEKS VEGETASI BERBASIS CITRA MULTISPEKTRAL UNMANNED AERIAL VEHICLE VERTICAL TAKE-OFF AND LANDING (UAV-VTOL) PADA TANAMAN PEPAYA2026 · Jurnal Pertanian Presisi (Journal of Precision Agriculture)Multidepth soil sensing with an embedded hydrothermal stress index captures stratified stability in hardpan-limited tropical spodosol oil palm systems2026 · Computers and Electronics in Agriculture Predicting physiological health states of tropical papaya using UAV multispectral imagery for precision agriculture monitoring2026 · Agricultural Environment and Sustainability SIMULASI SISTEM MONITORING LENGAS TANAH BERBASIS ADC DAN KENDALI IRIGASI OTOMATIS MENGGUNAKAN METODE HYSTERESIS UNTUK APLIKASI PERTANIAN PRESISI2026 · Jurnal Pertanian Presisi (Journal of Precision Agriculture)SISTEM KLASIFIKASI KESEHATAN PEPAYA (Carica Papaya L.) MENGGUNAKAN YOLO11x BERBASIS UNMANNED AERIAL VEHICLE VERTICAL TAKE-OFF LANDING2026 · Jurnal Pertanian Presisi (Journal of Precision Agriculture)Design of Smart Plant Electrical Signal Monitoring System for Indoor Farming2025 · BIO Web of Conferences Development of a low-cost thermal imaging system for water stress monitoring in indoor farming2025 · Smart Agricultural Technology Development of a Low-Cost Thermal Imaging System for Water Stress Monitoring in Indoor Farming2025 · Development of Soil Moisture Content Monitoring System for Precision Measurement of Soil Moisture in Sub-Optimal Land for Palm Oil Plantation2023 · BIO Web of Conferences Prediction of Oil Palm Production Using Recurrent Neural Network Long Short-Term Memory (RNN-LSTM)2023 · Advances in biological sciences research/Advances in Biological Sciences Research Implementation of crop growth monitoring system based on depth perception using stereo camera in plant factory2020 · IOP Conference Series: Earth and Environmental Science