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All Journal TEKNIK J@TI (TEKNIK INDUSTRI) Industrial Engineering Online Journal Jurnal Simetris Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik JURNAL PASTI (PENELITIAN DAN APLIKASI SISTEM DAN TEKNIK INDUSTRI) Journal of Social Science
Darminto Pujotomo
Departemen Teknik Industri Fakultas Teknik - Universitas Diponegoro
Chemistry Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Engineering Environmental Science Immunology & microbiology Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Physics Social Sciences Transportation

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The Utilization of Big Data in Land Management and Planting Patterns: Predictive Innovation Towards Sustainable Agriculture Rasyid, Harun; Ningsih, Gumoyo Mumpuni; Ningsih, Natali; Pujotomo, Darminto; Suseno, Gijanto Purbo
Journal of Social Science Vol. 6 No. 3 (2025): Journal of Social Science
Publisher : Syntax Corporation Indonesia

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Abstract

Modern agriculture faces major challenges related to land degradation, climate change, and inaccuracies in planting patterns. Data-driven decision-making is an urgent need in realizing sustainable agriculture. This study aims to analyze the influence of the use of big data on the effectiveness of land management and farmers' planting patterns. The research approach used is quantitative with a survey method of 120 farmers in Central Java who have used a big data-based system to monitor land and weather conditions. The data is analyzed by linear regression to see the relationships between variables. The results show that the use of big data significantly improves planting timeliness, fertilizer use efficiency, and crop yields. These findings indicate that big data-based predictive technologies can be an important innovation for adaptive and efficient agricultural management. The conclusion of this study emphasizes the importance of strengthening data infrastructure and training farmers in utilizing digital technology to support sustainable food security.
Co-Authors Adhi Muhammad Aulia Rahman Adi, Deshtyan Erlangga Adimas Prakoso Afiani, Rahmi Agus Yulianto Subekhi Anastasia Margarette Andik Sutrimo Andika Gitakusuma Arfan Bakhtiar Arief Sugeng Fuadi Arinal Muna Ary Arvianto Bambang Purwanggono Bambang Tetuko Bhaswara Adhitya Wardhana Budi Setyawan Darnotoputri, Dewi Arleni Debora Agustina Dedy Teguh Permadi Desha Dihasta KP Dewanti, Dina Firma Deya Nilan Amyhorsea Dhani Alfanda Dian Lestari Br Perangin Angin Dian Novia Rusanti Diana Puspita Sari Diana Puspitasari Dwi Rizkiyani Dyah Ika Rinawati Eka Nurul Ilahiyyah, Eka Nurul Erpita Rachman Erza Berti Santosa Fadila Triningtyas Budi Kusumawati Faisal Adi Nugroho Faisal Adi Nugroho, Faisal Adi Fauzan Syahrani Febrina Amalia Fedrian Maulana Fithria Khoirunnisa Foibe DR Simbolon Freddy Antonius Sihite Gijanto Purbo Suseno Gumoyo Mumpuni Ningsih Halimah Nursanti Hamidi Widayat Hana Daryaningrum Hanissa Okitasari Harun Rasyid Haryo Santoso Hasanudin, Mochammad Heppy Septiawan Heru Prastawa Hery Suliantoro I Ketut Suada Ikura Yamamoto IMADUDDIN ZAKIY PURWANTO Imaduddin Zakiy Purwanto Indra Gunawan Sihombing Khaerani Suroya Lia Khamidawati Lingga Andalia Kumalasari Luh Made Indah Sri Handari Adiputra Lurensia Vinda W, Lurensia Vinda Maximilian T. Tutuarima Muhammad Beta Haedar Sasono Muhammad Dias Rizal Adianto Nia Budi Puspitasari Ningsih, Natali Nurjana Sigiro Prabowo, Agung Ratno Pramadita, Adrian Pranandang Adi L Prasetyo Dwi Utomo Purnawan Adi Wicaksono Raditya Armanda Rahmi Amalia Adani Rakhmalia Dagi Rama Kartha S Randy Saputra Reny Stefhanie Magdalena Reza Arbika Riski Kurnia Putri Roosita Maryani Roosita Maryani, Roosita Sari A, Dewi Ratna Sarumaha, Hilman Hendro S Sri Hartini Sriyanto Sriyanto Susatyo N W P Susatyo Nugroho W Susatyo Nugroho W P Susatyo Nugroho W P SUSATYO NUGROHO W P Susatyo Nugroho W P Susatyo Nugroho W.P Susatyo Nugroho W.P. Susatyo Nugroho W.P. Susatyo Nugroho WP Susatyo Nugroho WP Susatyo Nugroho WP Susatyo NWP Tanjung Mahardika Tirsa Roza Triyanni Ulyvia Trisnawati Umaindra, Maulana Arif Yaniar Fatkhul Firdaus Yogi Octavian MP Zainal Arifin Zainal Fanani R ZAKIY PURWANTO, IMADUDDIN