Template matching method to determine oil palm trees

Palm oil is one of the leading plantation sectors in Indonesia. Palm oil product which consists of crude palm oil and palm kernel oil has a high economic value. Indonesia has an area of 34.18% of the world’s oil palm plantations. Aceh province is recorded to have an area of oil palm reaching 488 tho...

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Bibliographic Details
Published in:IOP conference series. Earth and environmental science 2023-05, Vol.1183 (1), p.12077
Main Authors: Oya, N, Rusdi, M, Fazlina, Y D, Sugianto, S
Format: Article
Language:English
Subjects:
Fertilizers
Mathematical analysis
Oil
Oil palm trees
Palm oil
Plantations
Template matching
Trees
Vegetable oils
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Summary:Palm oil is one of the leading plantation sectors in Indonesia. Palm oil product which consists of crude palm oil and palm kernel oil has a high economic value. Indonesia has an area of 34.18% of the world’s oil palm plantations. Aceh province is recorded to have an area of oil palm reaching 488 thousand hectares in 2020, with an area of oil palm plantations owned by Indonesia, especially Aceh, making a palm oil counting process to calculate the amount of fertilizer used in each tree circumference and calculate the amount of oil palm production into work which takes time and price is quite expensive. The purpose of this study is to counting the number of oil palms by using the template matching method on aerial photo images. The template matching method consists of 3 stages of analysis, that is: Select sample, Generate templates, and Test template. The result of this study obtained 9.558 oil palm trees, but it is still necessary to edit the attribute because there are some trees that are not detected and there are two points on the tree one plant.
ISSN:1755-1307
1755-1315
DOI:10.1088/1755-1315/1183/1/012077