Vol. 5 No. 9 (2026): AUGUST
Open Access
Peer Reviewed

EFFECTS OF WIND SPEED AND CONIDIAL DENSITY ON EDAMAME LEAF RUST (Phakopsora pachyrhizi) IN IMMATURE OIL PALM PLANTATIONS

Authors

Kania Yustika Pakpahan , Guntoro , Nurliana

Published:

2026-08-25

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Abstract

This study analyzed the effects of wind speed and conidial density on edamame leaf rust caused by Phakopsora pachyrhizi in an immature oil palm plantation. The research was conducted at the Oil Palm Teaching and Research Farm of Institut Teknologi Sawit Indonesia, Deli Serdang, North Sumatra. Wind speed was measured, airborne conidia were collected using spore traps, and disease intensity was assessed. Data were analyzed using multiple linear regression in SPSS, including classical assumption tests, an F-test, and the coefficient of determination. The regression model satisfied the normality assumption, showed no multicollinearity, and exhibited no evidence of heteroscedasticity. Partially, wind speed had no significant effect on disease intensity (p = 0.437), whereas conidial count had a significant effect (p < 0.001). Simultaneously, both variables significantly affected disease intensity (F = 442.472; p < 0.001), with an R Square value of 0.955. These findings indicate that conidial density is an important indicator of edamame leaf rust development.

Keywords:

Conidia Edamame Leaf rust Phakopsora pachyrhizi Wind speed

References

Ali, Y., Raza, A., Iqbal, S., Khan, A. A., Aatif, H. M., Hassan, Z., Hanif, C. M. S., Ali, H. M., Mosa, W. F. A., Mubeen, I., & Sas-Paszt, L. (2022). Stepwise regression models-based prediction for leaf rust severity and yield loss in wheat. Sustainability, 14(21), 1–15.

Belinelli, E. O., Fantin, L. H., Canteri, M. G., Braga, K., Cirilo, E. R., Romeiro, N. M. L., & Natti, P. L. (2022). Numerical simulation of atmospheric transport of Phakopsora pachyrhizi urediniospores in South America. European Journal of Plant Pathology.

Fitri, S., Arini, M., & Pamungkas, M. A. (2025). Intensity of leaf rust disease (Phakopsora pachyrhizi) in several soybean varieties (Glycine max (L.) Merrill). 8(1), 1907-7092.

Hossain, M. M., Sultana, F., Yesmin, L., Rubayet, M. T., Abdullah, H. M., Siddique, S. S., Bhuiyan, M. A. B., & Yamanaka, N. (2024). Understanding Phakopsora pachyrhizi in soybean: Comprehensive insights, threats, and interventions from the Asian perspective. Frontiers in Microbiology, 14.

Judijanto, L. (2024). Exploring upland rice intercropping in oil palm plantations: A qualitative literature review. 5(2).

Kettunen, E., & Pratiwi, A. (2025). Towards collaborative EU-Indonesia bargaining on palm oil policy: Deconstructing the public discourse. Asia Europe Journal.

Longo Sartor Zagui, N., Krindges, A., Minussi, C. R., & Cecconello, M. dos S. (2024). Fuzzy logic theory and spatiotemporal modeling of the fungus Phakopsora pachyrhizi based on differential equations. Applied Sciences, 14(16).

Rahmawati, A. (2023). Genetic diversity of oil palm varieties (Elaeis guineensis Jacq.). 05(1), 35-40.

Santiago-Pérez, V., Teran-Vargas, A. P., de Jesus Yanez-Morales, M., Alanis-Martínez, I., & Valdez-Carrasco, J. (2022). Phakopsora pachyrhizi airborne urediniospore distribution and contribution to soybean rust disease in Mexico. Plant Health Progress, 23(2), 147–158.

Twizeyimana, M., Hammer, P. E., Gachango, E., Craig, K., Espejo, B., Biggs, M. B., Kremer, J., & Ingham, D. J. (2023). Diverse environmental bacteria displaying activity against Phakopsora pachyrhizi, the cause of soybean rust. Frontiers in Plant Science, 14.

Uge, E., Yusnawan, E., & Inayati, A. (2023). Resistance of fifty soybean varieties to leaf rust infection (Phakopsora pachyrhizi Syd.). National Multidisciplinary Sciences, 2(3), 299-305.

Author Biographies

Kania Yustika Pakpahan, Institut Teknologi Sawit Indonesia

Author Origin : Indonesia

Guntoro, Institut Teknologi Sawit Indonesia

Author Origin : Indonesia

Nurliana, Institut Teknologi Sawit Indonesia

Author Origin : Indonesia

How to Cite

Kania Yustika Pakpahan, Guntoro, & Nurliana. (2026). EFFECTS OF WIND SPEED AND CONIDIAL DENSITY ON EDAMAME LEAF RUST (Phakopsora pachyrhizi) IN IMMATURE OIL PALM PLANTATIONS. International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET), 5(9), 6219–6226. Retrieved from https://ijset.org/index.php/ijset/article/view/2174

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