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All Journal Jurnal Bahtera - Jurnal Pendidikan Bahasa dan Sastra Indonesia PIRAMIDA Interaksi Online Jurnal Anestesi Perioperatif Jurnal Informatika Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik Jurnal Teknologi Elektro JURNAL REKAYASA SISTEM INDUSTRI JURNAL HUKUM dan KENOTARIATAN JASF (Journal of Accounting and Strategic Finance) Aiti: Jurnal Teknologi Informasi Jurnal Manajemen Transportasi & Logistik (JMTRANSLOG) Multidiciplinary Output Research for Actual and International Issue (Morfai Journal) COMSERVA: Jurnal Penelitian dan Pengabdian Masyarakat Jurnal Pengabdian Vokasi Prosiding Seminar Nasional Rekayasa Teknologi Industri dan Informasi ReTII Jurnal Manajemen Rekayasa dan Inovasi Bisnis Journal of International Multidisciplinary Research greeners: journal of green engineering for sustainability Journal of Green Engineering for Sustainability KOMNET : Jurnal Komputer, Jaringan dan Internet
Adi Nugroho
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Journal : Aiti: Jurnal Teknologi Informasi

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Pemetaan dan Klasifikasi Kesesuaian Jenis Tanah Terhadap Tanaman Menggunakan Metode Naïve Bayes di Desa Cukilan Yubal Nugroho Paseneke; Adi Nugroho
AITI Vol 19 No 2 (2022)
Publisher : Fakultas Teknologi Informasi Universitas Kristen Satya Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24246/aiti.v19i2.199-212

Abstract

Cukilan Village is one of the villages in the Suruh sub-district, Semarang Regency, Central Java. Almost all of the villagers in Cukilan Village work as farmers. Agriculture can generally be done anywhere, but the problem is how to increase and maintain production. For this reason, a classification system is needed to determine the suitability of soil types to plant species. Classification is carried out using the Naive Bayes method. After doing the calculations, it was found that the soil types of brown andosol, brown latosol, and reddish brown latosol have the highest suitability. In contrast, the dark brown Mediterranean has the lowest suitability. The classification results are then compared to the production results. Sweet potato plants have 100% suitability for all types of soil, but their production is not optimal. It was found that there are still many factors needed in the process of plant development, such as temperature, pH, fertilization, etc. Therefore, other calculation attributes are required to get maximum results, k. Then the mapping is carried out using a Geographic Information System (GIS), which visualizes agricultural land, drainage routes, and transportation routes.
Co-Authors A. Muthalib Nawawi Agus Naryoso S.Sos, M.Si, Agus Naryoso Aidul Fitriciada Azhari Alaya Fadllu Hadi Mukhamad Amalia Andersona , Kevin Ferdinand Andhika Putra Nugraha Aprillia N S Arditya Drimulrestu Arfianto Adi Nugroho Arie Surachman Arinda Putri Oktaviani Brillian Barro Vither Choirul Ulil Albab David Fredy Christiyanto Delia Meldra Desfita Eka Putri Destika Fajarsylva Anggraini Djoko Setyabudi Dody Tisna Kurniawan DR Sunarto Dr. Sunarto Dubha Kaldota Diptapramana Fauzan Faiz Fetiyana Luthfi Prihandini Fuad Dwi Hanggara Galih Arum Sri Gelar Mukti Ghanes Eka Putera Hapsari Dwiningtyas Hari Basuki Haris Pramudia Hartono Hartono Hedi Pudjo Santosa Imanda Aulia Akbarian Indah Purnama Indartono Indartono Indra Prayoga Joyo NS Gono Karina Puspadiati Kevin Devanda Sudjarwo Khabib Mustofa Kiky Rizkiana Krisna Adhi Nugroho Lintang Andini Lintang Ratri Rahmiaji Lintang Ratri Ramiaji Lussy Vidya Citra M Bayu Widagdo M Yulianto Marliana Nurjayanti Nasoetion Marni Oktavia Mellisa Indah Purnamasari Much Yulianto Much. Yulianto Muchammad Yulianto Muhammad Syamsud Duha Ni Made Dinna Caniswara Nilna Rifda Kholisha Nurist Surayya Ulfa Nurrist Suraya Ulfa Nurriyatul Lailiyah Osa Patra Rikastana Pandu Hidayat Purwoko, Agus Rachmi Renis Susani Karamina Ricki Apriliono Salsabila, Unik Hanifah Sarah Tri Rahmasari Sembiring, Rinawati Seno Darmanto Seno Darmanto Shafira Indah Muthia Sri Nofidiyahwati Sulastri _ Sunarso Sugeng Sutan to Suwarman - Tandiyo Pradekso Taufik Suprihartini Taufik Suprihatini Tineke Kristina Siregar Tommy Ardianto Tri Yoga Adibtya Tama Trisni Suryarini Triyono Lukmantoro Turnomo Rahardjo Ulya Anggie Pradini Vidya Ayunita Wardah Yuspin Widyaningsih, Murti Wiwid Noor Rakhmad Yoga M Pamungkas Yuanisa Meistha Yubal Nugroho Paseneke Yulistra Ivo Azhari Yusuf Umardani Yusuf Umardani