Determination of Oil Palm Planting Patterns using ArduSimple RTK2B GNSS, LoRa Communication, and Drone-based Orthophotos
DOI:
https://doi.org/10.5614/itbj.ict.res.appl.2026.20.2.4Keywords:
ArduSimple RTK2B, LoRa, oil palm planting pattern, orthophoto, RTK GNSSAbstract
Oil palm is a major plantation commodity in Indonesia, where accurate planting patterns are essential to optimize yield and support sustainable management. Conventional methods using stakes and ropes are labor-intensive and prone to spatial error, whereas many GNSS-based systems are costly and proprietary. This study develops a low-cost real-time kinematic (RTK) GNSS system for determining oil palm planting patterns, based on the ArduSimple RTK2B module, a multiband GNSS antenna, and long-range LoRa communication integrated with a mobile application and orthophoto-derived digital maps. In the base?rover configuration, RTCM corrections are transmitted via LoRa, while planting points designed in ArcGIS are imported into SW Maps for field navigation. Performance is assessed through benchmark accuracy tests, LoRa packet delivery ratio and packet loss measurements over 10?100 m, planting-pattern trials for square and triangular layouts, and a comparison with an actual oil palm layout in a commercial estate. The rover achieved a horizontal positioning error of 8.95 cm, while planting trials yielded mean errors of 8.40 cm (RMSE 9.3 cm) for the square layout and 7.78 cm (RMSE 9.1 cm) for the triangular layout, both within the 10 cm tolerance. The proposed system provides practical, low-cost accuracy for oil palm planting guidance.
Downloads
References
Directorate General of Plantation, Tree Crop Estate Statistics of Indonesia 2016?2018, Jakarta, Indonesia: Ministry of Agriculture, 2017.
Latifian, M., Rahnama, A.A. & Sharifnezhad, H., Effects of Planting Pattern on Major Date Palm Pests and Diseases Injury Severity, Int. J. Agric. Crop Sci., 4(19), pp. 1443-1451, 2012.
Agro-06/00, Standard Operating Procedures for Oil Palm Plantation Management, SOP-Agro-06/00 Document, pp. 1-9, 2016. (Text in Indonesian)
Gumilar, R., Analysis of the Accuracy of Land Survey Measurements Using the Real-Time Kinematic Global Navigation Satellite System, Geoplanart, 5(2), pp. 16?24, 2023. (Text in Indonesian)
Aini, N., Aimrun, W., Amin, M.S.M., Ezrin, M.H. & Shafri, H.Z., Auto Guided Oil Palm Planter by using Multi-GNSS, IOP Conf. Ser. Earth Environ. Sci., 20(1), 2014. doi: 10.1088/1755-1315/20/1/012013.
Jayaselan H.A.J. & Ahmad, D., Development of a Mechanization Selection System for Oil Palm Plantations with Alternative Planting Patterns, J. Oil Palm Res., 23(APRIL), pp. 990-998, 2011.
Suwardhi, D., Mapping by using UAV Photogrammetry, LPPM ITB, 2023. https://lppm.itb.ac.id/wpcontent/uploads/sites/55/2023/11/PemetaanUAV-FOtogrametri-Deni-Suwardhi.pdf (19 November 2025). (Text in Indonesian)
Pitri, D.T., Interpretation of Geospatial UAV Orthophoto Data for Oil Palm Plantation Monitoring. Univ. Sumatera Utara, 2018. Available: https://repositori.usu.ac.id/handle/123456789/12171 (28 November 2025) (Text in Indonesian)
Mahato, S., Goswami, M. & Bose A., Real-time Kinematic (RTK) Position Solution Performance of Compact, Low-cost GNSS Receiver?Antenna Combinations, Survey Review, 57(402), pp. 301-311, 2025. doi: 10.1080/00396265.2024.2429532.
Mahato, S., Goswami, M., Kundu, S.. & Bose, A., Single Baseline Long Distance RTK using CLS GNSS Module & Open-source Software: Case Study from India, IETE Journal of Research, 70(3), pp. 2905-2916, 2024. doi: 10.1080/03772063.2023.2192424.
Mahato, S., Goswami, M. & Bose, A., Position Solution Quality Performance of Compact, Low-cost, Dual-frequency GNSS Modules, in XXXVth URSI General Assembly and Scientific Symposium, Sapporo, Japan, 2023. doi: 10.46620/URSIGASS.2023.3417.GPKR5508.
Mahato, S., Shaw, G., Santra, A., Dan, S., Kundu, S. & Bose, A., Low-cost GNSS Receiver RTK Performance in Forest Environment, in 2020 URSI Regional Conference on Radio Science, Varanasi, India, 2020. doi: 10.23919/URSIRCRS49211.2020.9113621.
Famiglietti, N.A., Cecere, G., Grasso, C., Memmolo, A. & Vicari, A., A Test on the Potential of a Low-cost Unmanned Aerial Vehicle RTK/PPK Solution for Precision Positioning, Sensors, 21(11), 3882, 2021. doi: 10.3390/s21113882.
GETSI, Static GNSS Survey Methods, Science Education Resource Center (SERC) at Carleton College, 2023. Available: https://cdn.serc.carleton.edu/files/getsi/teaching_materials/highprecision/static_gnss_survey_methods.v5.pdf (22 November 2025).
M. Chwalisz et al., Evaluating the LoRaWAN Protocol Using a Permanent Outdoor Testbed, 2019 IEEE Wireless Communications and Networking Conference (WCNC), Marrakech, Morocco, 2019. pp. 1-8. doi: 10.1109/WCNC.2019.8885931.


