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Journal of Agricultural Machinery Engineering2672-00862713-5632http://www.jame.or.kr/015March2025RESEARCH ARTICLE Effect Analysis of Working Depth and Gear Selection for Working Load of a 42 kW-Class Agricultural Tractor during Garlic Harvesting Se-O Choi, Bo-Min Bae, Min-Seung Kim, Dae-Wi Jung, Seung-Gwi Kwon, Yeon-Soo Kim The purpose of this study is to analyze the load on the PTO shaft and the power required during garlic harvester operation according to the depth at which Nanji and Hanji garlic, two varieties of Korean garlic, are ... JAME_25-001 - 2025 5 1 JAME Pose estimation of ripe fruit for strawberry harvesting robot Tae-Sin Lee, Seung-Woo Kang, Dae-Hyun Lee Domestic agriculture is facing a decline in strawberry cultivation area due to the aging population, necessitating the development of automation technologies for agricultural tasks. Research on agricultural robots has ... JAME_25-002 - 2025 5 1 JAME Ice plant growth estimation using object segmentation and time-series data Eo-Jin Kim, Soo-Hyun Cho, Dae-Hyun Lee, Seong-Wook Byun Succulent plants survive in arid environments by storing water and nutrients in their leaves, stems, and roots, forming thick tissues. ice plants, a type of succulent, are well known for their benefits such as blood sugar regulation ... JAME_25-003 - 2025 5 1 JAME Enhancing Agricultural Price Forecasting Based on Large Language Models: A Textual Representation Approach to Time-Series Data Sang-hyeok Choi, Sang-chun Bark, Tae-hyeong Kim Agricultural price volatility poses significant challenges for producers, distributors, and consumers, underscoring the need for improved forecasting methods. Traditional statistical and machine learning techniques often ... JAME_25-004 - 2025 5 1 JAME