All members
LecturerResearch Group Coordinator
Ir. Andri Prima Nugroho, S.T.P., M.Sc., Ph.D., IPU., ASEAN Eng., APEC Eng.
Research Group Coordinator · Lecturer · Smart Agriculture Research Center, UGM
Coordinator of the Smart Agriculture Research Center and lecturer at the Department of Agricultural and Biosystems Engineering, UGM. His work centers on agricultural informatics and precision agriculture, from precision livestock farming and smart greenhouses to IoT and big-data estimation of crop water requirements.
Expertise
Agricultural informaticsPrecision agricultureIoT sensingSmart farming systems
Current research & projects
- Precision livestock farming and decision-support systems
- IoT and big-data crop water requirement estimation
- Smart estate technology for oil-palm land management
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 TechnologyANALISIS 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)Comparative Analysis of Traditional and Modern Broiler Farms Using Google Colab t-test and Data Visualization2026 · Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering)Multidepth soil sensing with an embedded hydrothermal stress index captures stratified stability in hardpan-limited tropical spodosol oil palm systems2026 · Computers and Electronics in AgriculturePredicting physiological health states of tropical papaya using UAV multispectral imagery for precision agriculture monitoring2026 · Agricultural Environment and SustainabilitySIMULASI 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 and Implementation of an IoT-Based Irrigation Management System for Alternate Wetting and Drying (AWD) Technique in Rice Cultivation2025 · Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering)Design of Smart Plant Electrical Signal Monitoring System for Indoor Farming2025 · BIO Web of ConferencesDevelopment of a low-cost thermal imaging system for water stress monitoring in indoor farming2025 · Smart Agricultural TechnologyDevelopment of a Low-Cost Thermal Imaging System for Water Stress Monitoring in Indoor Farming2025 · Development of Smart Lighting Control System for Plant Factories: An Intelligent Approach2025 · IOP Conference Series: Earth and Environmental ScienceEffect of Microclimate Temperature and Relative Humidity on the Postharvest Quality of Coconut Sap and Sugar2025 · Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering)Landslide Disaster Risk for Small and Medium Agricultural Enterprises (SMAEs)2025 · Environment and Natural Resources JournalSpatial distribution of microplastic pollution and its relation to pollution index-based water quality status in Progo River, Indonesia2025 · Emerging ContaminantsA case of spontaneous cholethorax in mirizzi syndrome2024 · HPBAnalisis Perilaku Air Di Perkebunan Kelapa Sawit Pada Tanah Spodosol dan Ultisol Menggunakan Soil Moisture Content Monitoring System (SMCMS)2024 · Jurnal Penelitian Kelapa SawitApplication of User Interface and User Experience for Smart Greenhouse Mobile Application Design2024 · IOP Conference Series: Earth and Environmental ScienceControl of vapor pressure deficit (VPD) in micro-plant factory (McPF) to enhanced spinach microgreens growth2024 · Scientia HorticulturaeDevelopment and Application of a Low-Cost 3-Dimensional (3D) Reconstruction System Based on the Structure from Motion (SfM) Approach for Plant Phenotyping2024 · Journal of Biosystems EngineeringEnabling Precision Agriculture through a Web-Based Fertilization Management System for Nawungan Selopamioro Fruit Orchards2024 · Jurnal Ilmiah Rekayasa Pertanian dan BiosistemEvaluating Smart Greenhouse Viability Through Engineering Design and Software Cost Modelling2024 · IOP Conference Series: Earth and Environmental ScienceEvaluating urban mini plant factories: engineering and software cost perspectives for agriculture sustainability2024 · IOP Conference Series: Earth and Environmental ScienceInternet of Things (IoT)-Driven on Evaporative Cooling System for Tropical Greenhouse Environmental Control2024 · IOP Conference Series: Earth and Environmental ScienceChlorophyll Fluorescence Imaging for Early Detection of Drought and Heat Stress in Strawberry Plants2023 · PlantsDevelopment of Soil Moisture Content Monitoring System for Precision Measurement of Soil Moisture in Sub-Optimal Land for Palm Oil Plantation2023 · BIO Web of ConferencesFeature aggregation for nutrient deficiency identification in chili based on machine learning2023 · Artificial Intelligence in AgricultureKnowledge Mapping Trends of Internet of Things (IoT) in Plant Disease and Insect Pest Study: A Visual Analysis2023 · Pertanika journal of science & technologyMitigasi Dampak Banjir dan Rob Terhadap Lahan Pertanian di Kota Pekalongan2023 · Jurnal Litbang Kota PekalonganOptimization of a soil type prediction method based on the deep learning model and vegetation characteristics2023 · Plant Science TodayPEMANFAATAN MODEL NEURAL NETWORK DALAM GENERASI BARU PERTANIAN PRESISI DI PERKEBUNAN KELAPA SAWIT2023 · WARTA Pusat Penelitian Kelapa SawitPenerapan Biodigester Untuk Pengolahan Air Limbah Industri Tapioka Berbasis Pemberdayaan Masyarakat Berkelanjutan di Rumah Produksi Pangan Selopamioro, Yogyakarta2023 · Jurnal Pusat Inovasi Masyarakat (PIM)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 ResearchThe Effect of Management Information System Implementation in Drug Management on the Performance of Hospital Pharmacy Installation Employees2023 · Advances in health sciences research/Advances in Health Sciences ResearchThe road to recovery: conservation management for the Critically Endangered Bali myna shows signs of success2023 · OryxAnalysis of airflow distribution on urban mini plant factory using computational fluid dynamics2022 · IOP Conference Series: Earth and Environmental ScienceDesign of an Intelligent Hydroponics System to Identify Macronutrient Deficiencies in Chili2022 · International Journal of Advanced Computer Science and ApplicationsKeragaan Usaha Pelayanan Jasa Alat Dan Mesin Pertanian (UPJA) dalam Pemanfaatan Alat Mesin Pertanian di Kabupaten Madiun2022 · Jurnal Pendidikan Teknologi PertanianKinetics observations of bacterial cellulose thickness formation using imageprocessing approach during the fermentation process2022 · Food ResearchMini plant factory development using IoT and cloud system for urban greens cultivation2022 · IOP Conference Series: Earth and Environmental ScienceMounding technique improves physiological performance and yield of oil palm on Spodosols2022 · Sains Tanah - Journal of Soil Science and AgroclimatologyACSE (automatic canopy space expander): Automatic spacing system based on increasing plant canopy area on hydroponics for space efficiency2021 · IOP Conference Series: Earth and Environmental ScienceAutomatic water level monitoring system based on computer vision technology for supporting the irrigation modernization2021 · IOP Conference Series: Earth and Environmental ScienceDesign & Implementation of Solar Powered Automatic Weather Station based on ESP32 and GPRS Module2021 · Journal of Physics: Conference SeriesDevelopment of short-term evapotranspiration forecasting model using time series method for supporting the precision agriculture management in tropics2021 · IOP Conference Series: Earth and Environmental ScienceMobile mecavision: automatic plant monitoring system as a precision agriculture solution in plant factories2021 · IOP Conference Series: Earth and Environmental SciencePhysical quality determination of fresh strawberry (Fragaria x ananassa var. Osogrande) fruit in tropical environment using image processing approach2021 · IOP Conference Series: Earth and Environmental SciencePlant growth prediction model for lettuce (Lactuca sativa.) in plant factories using artificial neural network2021 · IOP Conference Series: Earth and Environmental ScienceThree-dimensional (3D) reconstruction for non-destructive plant growth observation system using close-range photogrammetry method2021 · IOP Conference Series: Earth and Environmental ScienceCharacterization of Biochars From Tropical Biomass2020 · Khazanah Jurnal MahasiswaDevelopment of cloud-based bioacoustics monitoring system for supporting Integrated Pest Management in agriculture production2020 · IOP Conference Series: Earth and Environmental ScienceDevelopment of knowledge management system for assisting the Agrotechno Edu-park establishments in Sriharjo village, Imogiri district, Bantul regency2020 · IOP Conference Series: Earth and Environmental ScienceImplementation of crop growth monitoring system based on depth perception using stereo camera in plant factory2020 · IOP Conference Series: Earth and Environmental ScienceQuantification of leaf movement to study the circadian rhythm using the optical flow2020 · IOP Conference Series: Earth and Environmental ScienceUtilizing Real-Time Image Processing for Monitoring Bacterial Cellulose Formation During Fermentation2020 · Jurnal AgritechAppropriate adaptation of precision agriculture technology in open field cultivation in tropics2019 · IOP Conference Series: Earth and Environmental ScienceCrop growth prediction model at vegetative phase to support the precision agriculture application in plant factory2019 · AIP Conference ProceedingsDesign and performance evaluation of multi-camera for continuous plant motion monitoring system2019 · AIP Conference ProceedingsDesign of integrated database of smart coffee enterprise support system for coffee small medium enterprise2019 · IOP Conference Series: Earth and Environmental ScienceDevelopment of a decision support system for mapping variable rate fertilizing application on Soybean (Glycine max) cultivation2019 · IOP Conference Series: Earth and Environmental ScienceDevelopment of android-based interface to determine color additives in food embedded with convolution neural networks technique2019 · IOP Conference Series: Earth and Environmental ScienceDevelopment of environmental monitoring systems based on LoRa with cloud integration for rural area2019 · IOP Conference Series: Earth and Environmental ScienceDevelopment of GPS-based Tracking System to Evaluate the Effectiveness of Tillage using Four-wheel Tractor2019 · IOP Conference Series: Earth and Environmental ScienceDevelopment of mobile RoboVision with stereo camera for automatic crop growth monitoring in plant factory2019 · AIP Conference ProceedingsImplementation of leaf motion monitoring system to study plant behavior with variations of the lighting interval in Capsicum annuum L.2019 · AIP Conference ProceedingsLaboratory performance analysis of Rice Combine Harvester Daedong DSF75GT2019 · IOP Conference Series: Earth and Environmental ScienceArtificial Neural Network Modeling for Predicting Color Difference of Sago Flour on Pneumatic Conveying Recirculated Dryer2018 · Jurnal Keteknikan PertanianKinetika Reaksi Penurunan Kafein dan Asam Klorogenat Biji Kopi Robusta melalui Pengukusan Sistem Tertutup2018 · Jurnal AgritechModel Matematis Hubungan antara Kadar Air Akhir Bahan dengan Variabel Proses Pengeringan pada Pneumatic Conveying Recirculated Dryer2018 · Jurnal AgritechPENGEMBANGAN DESAIN KEMASAN BERBAHAN ALAMI UNTUK PRODUK CARAMEL STICK SALAK DI PT SALAK CRISTAL, TURI, SLEMAN2018 · PM2-1: Technical Adaptability Study of Korean-Made Agricultural Machinery in Indonesia2018 · 한국농업기계학회 학술발표논문집Temperature and Air Velocity Simulation on Sago Starch Pneumatic Conveying Recirculated Dryer Using Ansys Fluent2018 · Jurnal AgritechAffordable field environmental monitoring and plant growth measurement system for smart agriculture2017 · 2017 Eleventh International Conference on Sensing Technology (ICST)Artificial Neural Network-Based Modelling and Optimization to Estimate the Fineness Modulus of the Drying Process of Sago Starch Using a Pneumatic Conveying Recirculated Dryer2017 · International Journal of Engineering and TechnologySensing and Visualization in Agriculture with Affordable Smart Devices2017 · Smart Sensors at the IoT FrontierTemperature Distribution Simulation and the Analysis of Cyclones Performance on Sago Starch Pneumatic Conveying Recirculated Dryers2017 · Asian Journal of Scientific ResearchDevelopment of a Field Environmental Monitoring Node with Over the Air Update Function2016 · Agricultural Information ResearchDevelopment of a remote environmental monitoring and control framework for tropical horticulture and verification of its validity under unstable network connection in rural area2016 · Computers and Electronics in AgricultureEnvironmental change point analysis and its application to agriculture2013 · Feature Extraction of Field Environmental Information Using the Change Point Analysis Method2013 · Agricultural Information ResearchSistem Pendukung Keputusan Teknologi Penanganan dan Kelayakan Investasi Pascapanen Kakao (Theobroma cacao L.) (Studi Kasus Di Kabupaten Pidie Jaya, Propinsi Aceh)2013 · Indonesian Journal of Biotechnology (Universitas Gadjah Mada)Aplikasi Sistem Monitoring Pertumbuhan Tanaman Berbasis Web Menggunakan Machine Vision2012 · Indonesian Journal of Biotechnology (Universitas Gadjah Mada)Desain Alat Pereduksi Arus Transien Akibat Starting Beban Pada Jaringan Listrik Skala Rumah Tangga 900VA2012 · Tugas Akhir Jurusan Teknik Elektro - Fakultas Teknik UMFeasibility study on informatization agricultural supporting system and evaluation of its validity.2012 · Peluang Bisnis Internet2012 · KARYA ILMIAH MAHASISWA D3 MANAJEMEN INFORMATIKAKajian Model Digester Limbah Cair Tahu untuk Produksi Biogas Berdasarkan Waktu Penguraian2008 ·