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All Journal Agrikultura AGRIKA Jurnal Agrotek Tropika Jurnal Kreativitas PKM Viabel : Jurnal Ilmiah Ilmu-Ilmu Pertanian Agroteknika Jurnal Agrotek Lestari Musamus Journal of Agrotechnology Research Mitra Mahajana: Jurnal Pengabdian Masyarakat Jurnal Agriment Prima Abdika: Jurnal Pengabdian Masyarakat Jurnal Pengabdian Masyarakat (ABDIRA) Anjoro : International Journal of Agriculture and Business Fruitset Sains : Jurnal Pertanian Agroteknologi Journal Of Human And Education (JAHE) Penamas: Journal of Community Service Mediagro Jurnal Borneo Informatika dan Teknik Komputer (JBIT) LEBAH Journal of Biotechnology and Natural Science JATIMAS : Jurnal Pertanian dan Pengabdian Masyarakat Abdimas Mandalika Jurnal Tarreang: Tren Pengabdian Masyarakat Agrokompleks
Anwar Anwar
Program Studi Agroteknologi Fakultas Pertanian, Universitas Musamus
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Journal : Abdimas Mandalika

 1 
Agro-Scan: Pemanfaatan Aplikasi Smart Farming Untuk Deteksi Dini Penyakit Daun Padi Berbasis AI sebagai Upaya Digitalisasi Pertanian Presisi Nggego, Dedy Abdianto; Anwar, Anwar; Rahayu, Tri Kustanti; Erwin, Erwin
Abdimas Mandalika Vol 5, No 2 (2026): Februari
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/am.v5i2.36608

Abstract

Abstract:  The decline in rice production yields due to leaf disease outbreaks has become a major issue for the Joint Farmers Group in Kuper Village, Merauke Regency, with harvest yields during 2022–2023 reaching only 40–50% of the previous year. The delay in identifying diseases and the lack of understanding about effective prevention methods resulted in the excessive use of pesticides and chemicals, leading to increased production costs and a decrease in rice quality. The objective of this community service program is to digitalize agriculture with a precision approach by utilizing an AI-based smart farming application to enable the early detection of rice leaf diseases. The method employed is Participatory Action Research (PAR), which includes socialization, farm management training, and technology implementation. The result of this project is the implementation of the Agro-Scan application, an AI and IoT-based smart farming tool that can detect diseases through image analysis and provide real-time control recommendations; based on farmer observations, the yields from the subsequent harvest are expected to potentially achieve three times the previous amount.Abstrak: Permasalahan penurunan hasil produksi padi akibat serangan penyakit daun menjadi persoalan Gabungan Kelompok Tani (Gapoktan) di Kampung Kuper Kabupaten Merauke, dengan hasil panen selama tahun 2022-2023 hanya mencapai 40-50% dari tahun sebelumnya. Keterlambatan dalam mengidentifikasi penyakit dan minimnya pemahaman tentang cara pencegahan yang efektif berakibat pada penggunaan pestisida dan bahan kimia yang berlebihan, yang menyebabkan peningkatan biaya produksi dan penurunan kualitas beras. Tujuan dari program pengabdian masyarakat ini adalah untuk mendigitalisasi pertanian dengan pendekatan presisi melalui pemanfaatan aplikasi pertanian pintar berbasis AI guna mendeteksi secara dini penyakit daun padi. Metode yang digunakan yaitu Participatory Action Research (PAR), yang mencakup sosialisasi, pelatihan manajemen pertanian, serta penerapan teknologi. Hasil dari proyek ini adalah penerapan aplikasi Agro-Scan, yaitu aplikasi pertanian pintar berbasis AI dan IoT yang memungkinkan dapat mendeteksi penyakit melalui analisis gambar dan memberikan rekomendasi pengendalian secara realtime. Dari pengamatan petani, hasil yang diperoleh dari hasil panen nantinya dapat mencapai 3 kali lipat dari sebelumnya.
Co-Authors Abdul Rizal Abdul Rizal, Abdul Ade Kurniawan Adrianus Adrianus Agung Prayitno Amelia Agustina Limbongan, Amelia Agustina Apri Irianto Barus, Rizki Al Khairi Belman, Aco Iham Bodem, Martha Estofia David Laiyan David Oscar Simatupang Diana Sri Susanti Ekowati, Nurhening Yuni Endrawati, Tri Erwin Erwin Febri Nur Pramudya, Febri Nur Fredy Fredy Fredy Fredy Haisyah, Haisyah Heru Nugroho Hildawati Hildawati, Hildawati Irba Djaja, Irba Irine Ike Praptiwi, Irine Ike Istanto, Teddy Jalal, Nur Jefri Sembiring Johana Anike Mendes Johana Anike Mendes Johana Anike Mendes, Johana Anike Kabisatio AS., Permi Kusuma, Rangga Kusumah, Rangga La Malesi Malesi, Wa Ode Asriyanti Wida Mani Yusuf Maya Sari Rupang Mega Ayu Yusuf, Mega Ayu Melmambessy, Edy H.P Mendes, Johana Moento, Paul Adryani Musdalifah, Nurul Natsir Sandiah Nggego, Dedy Abdianto Nongtit, Nikodemus Nurcholis Nurcholis oktovina gebze Parjono, Parjono Passali, Daud A Pongkendek, Jesi Jecsen Purwanto, Aldi Rachmawati Hasid Rahayu, Tri Kustanti Resubun, Mariana Resubun, Mariana Lusia Riez Kifli Kolewora Rizal , Abdul Rosmala Widijastuti, Rosmala Rupang, Maya Sari Rupang, Maya Sari Rupang S, Suarni Samosir, Hasianna Darmawati Sanjaya, Muhammad Fahyu Sarawan, Devida Sarijan, Abdullah - Sawira, Wiwi Sembiring, Jefri Sembiring Suriani, Wa Ode Suwarjono Suwarjono Syaiful Nugraha Timba, Yohanes Onaltus TRESJIA CORINA RAKIAN Untari Untari Wida, Wa Ode Asryanti Widiastuti, Maria MD Yosefina Mangera Yosehi Mekiuw Yosehi Mekiuw Yosehi Mekiuw, Yosehi Yus Witdarko, Yus