PERTANIAN ERA DIGITAL

Penulis

  • La Ode Muhammad Rauda Agus Udaya Manarfa, Muhammad Assagaf, Khaidir Rahman, Irma Lisa Sridanti, Gunawan, Rini Suryani, Sudirman Masara’T, Eka Kusuma Dewi, Laswi Irmayanti, Roida Ervina Sinaga, Aan Wilhan Juliatmaja, Helviani Penulis

Kata Kunci:

PERTANIAN ERA DIGITAL

Abstrak

Buku ini merupakan panduan komprehensif yang menggambarkan bagaimana teknologi modern mengubah lanskap pertanian. Buku ini terdiri dari dua belas bab yang mendetailkan berbagai aspek digitalisasi dalam pertanian, dari konsep dasar hingga aplikasi praktis. Bab pertama menjelaskan konsep dasar digitalisasi dan bagaimana teknologi baru dapat diterapkan dalam sektor pertanian. Bab kedua membahas peran big data dalam meningkatkan produktivitas pertanian, memberikan wawasan tentang bagaimana analisis data dapat digunakan untuk pengambilan keputusan yang lebih baik. Selanjutnya, buku ini mengeksplorasi penggunaan drone dan sensor untuk pemantauan tanaman dan tanah (Bab 3), serta bagaimana Internet of Things (IoT) merevolusi cara petani mengelola ladang mereka (Bab 4). Teknologi pemantauan tanaman berbasis teknologi dibahas di Bab 5, sementara Bab 6 mengulas penggunaan robotika dalam aktivitas pertanian. Bab 7 fokus pada peningkatan kualitas tanah melalui teknologi, dan Bab 8 mengeksplorasi pemasaran serta distribusi hasil pertanian dalam era digital. Bab 9 menyoroti inovasi bioteknologi yang mempercepat perkembangan tanaman dan produksi pangan. Buku ini juga membahas aspek finansial dalam Bab 10, dengan fokus pada pendanaan dan investasi. Bab 11 dan Bab 12 memberikan wawasan tentang pemberdayaan masyarakat dan peran perempuan dalam sosial ekonomi pertanian era digital, menjadikan buku ini sumber informasi berharga bagi siapa saja yang tertarik dengan masa depan pertanian.

Referensi

Abdurahem, Hari Santosa, T., & Hadi, S. (2019). Analisis Peran Tenaga Kerja Wanita Dalam Usahatani Tembakau Besuki Na-Oogst Di Kabupaten Jember. Jurnal Agribest, 3(1), 77–86.

Abiri, R., Rizan, N., Balasundram, S. K., Shahbazi, A. B., & Abdul-Hamid, H. (2023). Application of digital technologies for ensuring agricultural productivity. Heliyon, 9(12), e22601. https://doi.org/10.1016/J.HELIYON.2023.E22601

Adimihardja, A, Dariah, A dan Mulyani, A, 2008. Teknologi dan Strategi Pendayagunaan Lahan Kering Mendukung Pengadaan Pangan Nasional. Jurnal Badan Litbang Pertanian.

Agung, A., Ngurah, I., Prami, D., & Widiastuti, N. P. (2023). Peran Perempuan dan Kesetaraan Gender pada Sektor Ekonomi Kreatif di Desa Paksebali. Jurnal Ilmu Sosial Dan Humaniora, 12(1), 140–148. https://ejournal.undiksha.ac.id/index.php/JISH/article/view/54857

Alahi, M. E. E., Sukkuea, A., Tina, F. W., Nag, A., Kurdthongmee, W., Suwannarat, K., & Mukhopadhyay, S. C. (2023). Integration of IoT-Enabled Technologies and Artificial Intelligence (AI) for Smart City Scenario: Recent Advancements and Future Trends. Sensors, 23(11). https://doi.org/10.3390/s23115206

Alfian, F. (2023). Pengolahan Sampah Organik dan Anorganik dengan Metode Hidrotermal Pada Suhu di Bawah 200°C. 11(2), 38–44.

Alkausar, M. F., Dewi, T., & Oktarina, Y. (2022). Implementasi Image Processing pada Robot Pertanian. 3(2), 37–42. http://journal.isas.or.id/index.php/JASENS JOURNAL

Ambali, A.J.D. (2024). Biotechnology science policy nexus. Biotechnology-Ecology Research and Outreach Consortium (BioEROC) Box 403, Zomba.

Anastasiou, E., Fountas, S., Koutsiaras, M., Voulgaraki, M., Vatsanidou, A., Barreiro-Hurle, J., Bartolo, F. Di, & Gómez-Barbero, M. (2023). Precision farming technologies on crop protection: A stakeholders survey. Smart Agricultural Technology, 5, 100293. https://doi.org/10.1016/J.ATECH.2023.100293

Anastasiou, E., Fountas, S., Voulgaraki, M., Psiroukis, V., Koutsiaras, M., Kriezi, O., Lazarou, E., Vatsanidou, A., Fu, L., Bartolo, F. Di, Barreiro-Hurle, J., & Gómez-Barbero, M. (2023). Precision farming technologies for crop protection: A meta-analysis. Smart Agricultural Technology, 5, 100323. https://doi.org/10.1016/J.ATECH.2023.100323

Anser, M. K., Yousaf, S. U., Usman, B., Azam, K., Bandar, N. F. A., Jambari, H., Sriyanto, S., & Zaman, K. (2023). Beyond climate change: Examining the role of environmental justice, agricultural mechanization, and social expenditures in alleviating rural poverty. Sustainable Futures, 6, 100130. https://doi.org/10.1016/J.SFTR.2023.100130

Anwar, N., Tjahjono, B., & Tarigan, M. (2020). Review Optimasi Energi Pada Protokol Internet of Things (Studi Awal Perancangan Sistem Tracking Kendaraan Berbasis Internet of Things). JUTEKIN (Jurnal Teknik Informatika), 8(1). https://doi.org/10.51530/jutekin.v8i1.463

Ariyanto M. (2020). Perancangan Multi Rotor Untuk Pesawat Fixed Wing Vertical Take Off Landing (VTOL). Doctoral dissertation, Institut Teknologi Nasional Bandung.

Ariza-Sentís, M., Vélez, S., Martínez-Peña, R., Baja, H., & Valente, J. (2024). Object detection and tracking in Precision Farming: a systematic review. Computers and Electronics in Agriculture, 219, 108757. https://doi.org/10.1016/J.COMPAG.2024.108757

Armutcu, B., Tan, A., Amponsah, M., Parida, S., & Ramkissoon, H. (2023). Tourist behaviour: The role of digital marketing and social media. Acta Psychologica, 240. https://doi.org/10.1016/j.actpsy.2023.104025

Ashar, J.R., Farhanah, A., Hari, B.D., Mariane, I., Khan, K.A., Tuhuteru, S., Paling, S., Ode, I., Fitrahtunnisa, Hamzah, P., Akbar, B.F. (2024). Pengantar Bioteknologi. Sukabumi: CV.Haura Utama.

Ashari. (2009). Optimalisasi Kebijakan Kredit Program Sektor Pertanian Di Indonesia. Analisis Kebijakan Pertanianashari., 7(1), 21–42.

Astuti, L. I., Rozikin, M., Publik, J. A., Administrasi, F. I., & Brawijaya, U. (2015). 82764-ID-pemberdayaan-masyarakat-dalam-pembanguna. 3(11), 1886–1892.

ATİK, C. (2023). Horizontal intervention, sectoral challenges: Evaluating the data act’s impact on agricultural data access puzzle in the emerging digital agriculture sector. Computer Law & Security Review, 51, 105861. https://doi.org/10.1016/J.CLSR.2023.105861

Azis, M dan Suryana, E.A. (2023). Komparasi dan Implementasi Kebijakan Digitalisasi Pertanian : Peluang dan Tantangan. Risalah Kebijakan Pertanian dan Lingkungan 10 (3). Azis, M., & Suryana, E. A. (2023). Komparasi DanImplementasi Kebijakan Digitalisasi Pertanian: Peluang Dan Tantangan. Risalah Kebijakan Pertanian Dan Lingkungan: Rumusan Kajian Strategis Bidang Pertanian Dan Lingkungan, 10(3).

Babu, A., Kumar, S., & Sood, S. K. (2023). Big data analytics for sustainable agriculture: A review. Journal of Agricultural Engineering, 60(1), 28-42.

Bahagiawati, Sutrisno. (2007). Pemanfaatan tanaman hasil rekayasa genetik: status, regulasi, dan metode deteksi di Indonesia. Jurnal AgroBiogen. 3(1):40-48.

Baja, S. (2012). Perencanaan Tata Guna Lahan dan Pengembangan Wilayah : Pendekatan Spasial & Aplikasinya. CV ANDI OFFSET.

Barrett, C. B., Bevis, L. E., Bernauer, T., Birner, R., Christiaensen, L., Cunha, D., ... & Sheahan, M. (2020). Twenty (important) concepts for understanding the digital economy in agriculture. Agricultural Systems, 180, 102778.

Bartholomé, E., Velasco, I., & Cazorla, D. (2020). Privacy-enhanced data aggregation in precision agriculture. Computers and Electronics in Agriculture, 175, 105571.

Basuno, E., Suhaeti, R. N., Budhi, G. S., & Iqbal, M. (2007). KAJI TINDAK (ACTION RESEARCH) PEMBERDAYAAN MASYARAKAT PERTANIAN DAERAH TERTINGGAL.

Bayumi, M. R., Jaya, R. A., & Shalihah, B. M. (2022). Kontribusi Peran Perempuan dalam Membangun Perekonomian sebagai Penguatan Kesetaraan Gender di Indonesia. Al Huwiyah: Journal of Woman and Children Studies, 2(2). https://doi.org/10.24042/jwcs.v2i2.14317

Bertham, Y. H., Ganefianti, D. W., & Andani, A. (2011). Peranan Perempuan Dalam Perekonomian Keluarga Dengan Memanfaatkan Sumberdaya Pertanian. Jurnal AGRISEP, 10(1),

138–153. https://doi.org/10.31186/jagrisep.10.1.138-153

Bhastoni, K., & Yuliati, Y. (2015). Rumah Tangga Di Desa Sumberejo Kecamatan Batu the Role of Women Farmers Over in Productive Age in. Habitat, 26(2), 119–129. https://doi.org/10.21776/ub.habitat.2015.026.2.14.

Biemans, W. (2023). The impact of digital tools on sales-marketing interactions and perceptions. Industrial Marketing Management, 115, 395–407. https://doi.org/10.1016/j.indmarman.2023.10.015

Brown, J., Johnson, A., & Martinez, E. (2023). Weather Prediction and Its Implications for Agriculture: A Review. Journal of Agricultural Science, 11(2), 1-15.

Büchs, M., Wittmayer, J. M., Avelino, F., van Steenbergen, F., & Pel, B. (2019). The uptake of social innovation in agriculture: a systematic literature review. Sustainability, 11(1), 233.

Budiarto, F. A., & Bioresita, F. (2023). Pemanfaatan Citra Sentinel-1 SAR dan Metode Change Detection Approach Untuk Analisis Sebaran Spasial Wilayah Banjir dan Area Terdampak (Studi Kasus: Banjir Kabupaten Aceh Utara 2022). JGISE: Journal of Geospatial Information Science and Engineering, 6(2), 153. https://doi.org/10.22146/jgise.87585

Budiman, B., Whydiantoro, W., & Koswara, E. (2022). Pelatihan PenggunaanAlat Tepat Guna Dalam Membantu Proses Produksi Kerupuk Ubi Ungu Di Desa Padahanten. Bernas, 3(4).

Burke, K. (2011). ICTs in the Micro- Enterprise. International Journal of E- Enterpreneurship and Innovation, 2(2).

Büyüközkan, G., & Uztürk, D. (2024). Integrated design framework for smart agriculture: Bridging the gap between digitalization and sustainability. Journal of Cleaner Production, 449, 141572. https://doi.org/10.1016/J.JCLEPRO.2024.141572

Caswell, M.F., Fuglie, K.O., Klotz, CA. (1998). Agricultural biotechnology an economic perspective. An Economic Research Service Report. 687.

Cesco, S., Sambo, P., Borin, M., Basso, B., Orzes, G., & Mazzetto, F. (2023). Smart agriculture and digital twins: Applications and challenges in a vision of sustainability. European Journal of Agronomy, 146, 126809. https://doi.org/10.1016/J.EJA.2023.126809

Chen, Y., Li, W., & Wang, J. (2023). Big Data Applications in Precision Agriculture: A Review. Computers and Electronics in Agriculture, 193, 106684.

Chen, Y., Wang, J., & Zhang, Q. (2017). Soil Nutrient Management in Precision Agriculture: Challenges and Opportunities. Journal of Integrative Agriculture, 16(12), 2823-2834.

Cholilalah, Rois Arifin, A. I. H. (2019). Fundamental Internet of Things (IOT) TEORI DAN APLIKASI. Angewandte Chemie International Edition, 6(11), 951–952., 82–95.

Dale A, Newman L. 2008. Social Capital: A Necessary and Sufficient Condition for Sustainable Community Developmet. Community Development Journal, Vol. 44 No. 20, 2008:134-145.

Deswina, P. (2013). Kebijakan penggunaan teknologi rekayasa genetik pada tanaman pertanian untuk meningkatkan ketahanan pangan nasional. Prosiding Seminar Nasional PERIPI. 262-272.

Dibbern, T., Romani, L. A. S., & Massruhá, S. M. F. S. (2024). Main drivers and barriers to the adoption of Digital Agriculture technologies. Smart Agricultural Technology, 8, 100459. https://doi.org/10.1016/J.ATECH.2024.100459

Dimitrijević, M. S. (2023). Technological progress in the function of productivity and sustainability of agriculture: The case of innovative countries and the Republic of Serbia. Journal of Agriculture and Food Research, 14, 100856. https://doi.org/10.1016/J.JAFR.2023.100856

Djafar, R., Djamalu, Y., & Antu, E. S. (2017). Desain dan Pengujian Sprayer Gulma Tipe Dorong. Jurnal Teknologi Pertanian Gorontalo (JTPG), 2(2).

Dutta, D., Mishra, A., & Tiwari, M. (2021). Big data analytics for smart agriculture: Applications, opportunities, and challenges. Big Data Mining and Analytics, 4(1), 1-13.

Dwinov, D. (2021). Panen Melimpah Dengan Sistem Tanam Tumpang Sari (Cetakan Pertama). DIVA Press.

Dwiyani, R. (2015). Kultur Jaringan Tanaman. Denpasar : Pelawa Sari "Percetakan & Penerbit.

Edniyanti, E., Sudjaya, D. H., & Sudradjat, S. (2017). Hubungan Peranan Wanita Tani Dalam Budidaya Padi Sawah Dengan Penerapan

Teknologi Pengelolaan Tanaman Terpadu (Ptt). Jurnal Ilmiah Mahasiswa Agroinfo Galuh, 2(3), 173. https://doi.org/10.25157/jimag.v2i3.275

Efendi, M., Ramadani, D., & Owen, G. P. (2023). Ilmu Tanah: Proses Pembentukan, Fungsi, Bahan Mineral dan Organik Tanah. Media Nusa Creative.

Efendi, Y. (2018). Internet Of Things (Iot) Sistem Pengendalian Lampu Menggunakan Raspberry Pi Berbasis Mobile. Jurnal Ilmiah Ilmu Komputer, 4(2), 21–27. https://doi.org/10.35329/jiik.v4i2.41

Elizabeth, R. (2007). Woman Empowerment to Support Gender Mainstreaming in Rural Agricultural Development Policies. Jurnal Forum Penelitian Agro Ekonomi, 25(2), 126–135. Eningtyas, A. (2023). 10+ Pengaruh IPTEK dalam Bidang Pertanian: Positif dan Negatifnya -Semua Halaman -Sonora.id. In www.sonora.id. https://www.sonora.id/read/423788370/10-pengaruh-iptek-dalam-bidang-pertanian-positif-dan-negatifnya?page=all

Estrada, A.C., Díaz, D.V., Hernández, C.M.H. (2017). The role of biotechnology in agricultural production and food supply. Cien. Inv. Agr. 44(1):1-11.

FAO. (2020). Digital Agriculture Transformation Report. Food and Agriculture Organization of the United Nations. Available online: http://www.fao.org/3/ca9391en/CA9391EN.pdf

Fathur, Imran, Wahid, & Musyadik. (2023). Revolusi Hijau dan Modernisasi Teknologi Pertanian Untuk Pengembangan Pertanian Organik. Seminar Nasonal TREnD, I(3), 124–130.

Fernando, D. (2019). STUDI LITERATUR : ROBOTIC PROCESS AUTOMATION. Jurnal Sistem Informasi 6(1), 6–11.

Fitriani, D. K., & Noviar, H. (2021). Pertanian Berkelanjutan: Konsep dan Aplikasi (Cetakan Pertama). Syiah Kuala University Press. https://books.google.co.id/books?id=4I_KEAAAQBAJ

Food and Agriculture Organization (FAO). (2018). The State of Food and Agriculture 2018: Migration, Agriculture and Rural Development. Available online: http://www.fao.org/3/I9542EN/i9542en.pdf

Food and Agriculture Organization (FAO). (2019). Digital Technologies in Agriculture and Rural Areas. Available online: http://www.fao.org/3/ca4887en/ca4887en.pdf

Food and Agriculture Organization (FAO). (2020). Digital Agriculture Transformation Report. Available online: World Bank. (2021). Women, Business and the Law 2021: Supporting Economic Recovery. Available online: https://openknowledge.worldbank.org/handle/10986/35052 http://www.fao.org/3/ca9391en/CA9391EN.pdf

Gandomi, A., & Haider, M. (2015). Beyond the Hype: Big Data Concepts, Methods, and Analytics. International Journal of Information Management, 35(2), 137-144.

Garcia, M., Rodriguez, L., & Martinez, E. (2021). Data Analytics for Irrigation System Monitoring and Control. Journal of Irrigation and Drainage Engineering, 147(5), 1-10.

Gea, B. D. (2022). Perancangan Aplikasi Fusi Citra Pankromatik Dan Citra Multispektral Menerapkan Algoritma Wang Bovik. KOMIK (Konferensi Nasional Teknologi Informasi Dan Komputer), 6(1), 418–430. https://doi.org/10.30865/komik.v6i1.5692

Gebbers, R., & Adamchuk, V. I. (2010). Precision agriculture and food security. Science, 327(5967), 828-831.

Gomez-Candon, D., Virlet, N., Labbé, S., & Jolivot, A. (2018). Field phenotyping of crops using UAV-based remote sensing. Sensors, 18(12), 4164.

Gonzalez, M., Garcia, R., & Martinez, S. (2022). Harnessing Weather Data for Risk Management in Agriculture. Journal of Agribusiness Management, 9(1), 1-10.

Gunningham, N. (2007). Incentives to improve farm management: EMS, supply-chains and civil society. Journal of Environmental Management, 82(3), 302–310. https://doi.org/10.1016/J.JENVMAN.2005.06.016

Gupta, A., Sharma, N., & Patel, D. (2020). Challenges and Opportunities in Data-Driven Agriculture: A Case Study in India. International Journal of Agricultural and Environmental Information Systems, 11(2), 1-18.

Gupta, A., Sharma, N., & Patel, D. (2021). Interoperability Challenges and Solutions for Agricultural Data Integration: A Case Study in India. International Journal of Agricultural and Environmental Information Systems, 12(2), 1-18.

Gupta, A., Sharma, N., & Patel, D. (2022). Challenges and Opportunities in Data-Driven Agriculture: A Case Study in India. International Journal of Agricultural and Environmental Information Systems, 11(2), 1-18.

Habib, A. M. F. (2021). Kajian Teoritis Pemberdayaan Masyarakat Dan Ekonomi Kreatif. Ar Rehla: Journal of Islamic Tourism, Halal Food, Islamic Traveling, and Creative Economy, 1(2), 2776–7434.

Hanjra, M. A., & Qureshi, M. E. (2010). Global water crisis and future food security in an era of climate change. Food Policy, 35(5), 365-377.

Hartono R., Hadi S., Juanda B dan Rusastra L.W. 2013. Penyusunan Aleternatif Model Kelembagaan Kredit Usaha Pertanian di Perdesaan. Jurnal Informatika Pertanian. Vol. 22 No.2.

Hasibuan, A. M., Wulandari, S., Ardana, I. K., Saefudin, & Wahyudi, A. (2023). Understanding climate adaptation practices among small-scale sugarcane farmers in Indonesia: The role of climate risk behaviors, farmers’ support systems, and crop-cattle integration. Resources, Environment and Sustainability, 13. https://doi.org/10.1016/j.resenv.2023.100129

Helviani, H., Prihantini, C. I., Masitah, M., Purbaningsih, Y., Juliatmaja, A. W., Syahrir, H., & Amin, M. (2022). Nilai Tambah Cabai dan Peran Wanita Tani di Kecamatan Polinggona Kabupaten Kolaka, Sulawesi Tenggara, Indonesia. Agro Bali : Agricultural Journal, 5(3), 543–551. https://doi.org/10.37637/ab.v5i3.997

Hermawan, B. (2021). Monitoring Real-Time Dan Modeling Kelembaban Tanah. Cipta Media Nusantara (CMN).

Hidalgo, F., Quiñones-Ruiz, X. F., Birkenberg, A., Daum, T., Bosch, C., Hirsch, P., & Birner, R. (2023). Digitalization, sustainability, and coffee. Opportunities and challenges for agricultural development. Agricultural Systems, 208, 103660. https://doi.org/10.1016/J.AGSY.2023.103660

Hidayat, A., Effendi, M., & Zaini, A. (2020). Peran wanita tani dalam sosial ekonomi keluarga di suko rejo kelurahan lempake kota samarinda (The Role of Farmer Woman in the Socio Economic Family in Suko

Rejo Lempake Urban Village Samarinda City). Jurnal Agribisnis Dan Komunikasi Pertanian (Journal of Agribusiness and Agricultural Communication), 3(2), 71. https://doi.org/10.35941/jakp.3.2.2020.3512.71-76

Hosny, K. M., El-Hady, W. M., & Samy, F. M. (2024). Technologies, Protocols, and applications of Internet of Things in greenhouse Farming: A survey of recent advances. Information Processing in Agriculture. https://doi.org/10.1016/J.INPA.2024.04.002

http://ejournal.iain-tulungagung.ac.id/index.php/arrehla/index

http://jurnal.lppm.unsoed.ac.id/ojs/index.php/Pembangunan/ article/viewFile/194/193

Huang, Y., CHEN, Z. xin, YU, T., HUANG, X. zhi, & GU, X. fa. (2018). Agricultural remote sensing big data: Management and applications. Journal of Integrative Agriculture, 17(9), 1915–1931. https://doi.org/10.1016/S2095-3119(17)61859-8

Hutajulu, J. P. (2015). Analisis Peran Perempuan dalam Pertanian di Kecamatan Rasau Jaya Kabupaten Kuburaya. Jurnal Social Economic of Agriculture, 4(1), 83–90.

I Nengah, M., & Sukmadewi, D. K. T. S. (2023). Improving Soil Fertility Through Agricultural Waste Treatment in Subak Telun Ayah, Gianyar, Bali. Asian Journal of Community Services, 2(3), 235–246. https://doi.org/10.55927/ajcs.v2i3.3445

Ibrahim A. L. H. dan Bauer S. 2013. Access to Micro Credit and its Impact on Farm Profit Among Rural Farmers in Dryland of Sudan. Global Advanced Research Journal of Agriculture Science. Vol. 2 No.3 Page: 88-102

International Telecommunication Union (ITU). (2020). ICTs in Agriculture. Available online: https://www.itu.int/en/ITU-D/ICT-Applications/Agriculture/Pages/default.aspx

Irmayanti, L., Mariati, M., Salam, Buamona, R. (2019). Respon pertumbuhan bibit jabon merah (Anthocephalus macrophyllus (Roxb.) Havil) di Persemaian pada pemberian pupuk hayati dan kimia. EnviroScienteae. 15(2):204-210.

Irmayanti,L., Nurhikmah, Fatrawana, A., Mariati, M. (2020). Pengujian kualitas bibit jabon merah (Anthocephalus macrophyllus (Roxb.)

Havil) yang diberikan pupuk hayati dan kimia. Cannarium (Jurnal Ilmu-Ilmu Pertanian). 18(2):10-17.

Islam, M. S., Islam, M. M., & Zeng, Z. (2022). Big data analytics for sustainable agriculture: Opportunities, challenges, and future directions. Computers and Electronics in Agriculture, 193, 106611.

Jaber, M. M., Ali, M. H., Abd, S. K., Jassim, M. M., Alkhayyat, A., Aziz, H. W., & Alkhuwaylidee, A. R. (2022). Predicting climate factors based on big data analytics based agricultural disaster management. Physics and Chemistry of the Earth, Parts A/B/C, 128, 103243. https://doi.org/10.1016/J.PCE.2022.103243

Jain, L.K., & Kumar, H. (2017). Mobile Networks and Indian Agricultural Sector. Advances in Wireless Technologies and Telecomunication Book Series, 60-79.

Jain, S., Jain, A., & Singh, M. (2023). Ensuring Data Quality in Agricultural Decision Making: A Review. Computers and Electronics in Agriculture, 193, 106684.

Jill L. Findeis, H. S. (2002). Multiple Job Holding Among Us Farm Women.

Jin, M., Feng, Y., Wang, S., Chen, N., & Cao, F. (2024). Can the development of the rural digital economy reduce agricultural carbon emissions? A spatiotemporal empirical study based on China’s provinces. Science of The Total Environment, 173437. https://doi.org/10.1016/J.SCITOTENV.2024.173437

Johnson, C., Liu, Z., & Wang, Q. (2021). Climate Change and Its Impact on Agriculture: A Review. Journal of Climate Change, 8(2), 1-12.

Johnson, C., Smith, D., & Brown, K. (2020). Advancements in Agricultural Monitoring Technologies: A Review. Computers and Electronics in Agriculture, 182, 106007.

Johnson, C., Smith, D., & Brown, K. (2022). Data Analysis Techniques for Predicting Crop Yields: A Review. Journal of Agricultural Science, 10(3), 1-15.

Johnson, D. (2024). Food security, the agriculture value chain, and digital transformation: The case of Jamaica’s agricultural business information system (ABIS). Technology in Society, 77, 102523. https://doi.org/10.1016/J.TECHSOC.2024.102523

Joshi, P., & Kulkarni, P. (2020). Smart Agriculture using IoT and Cloud Computing. In 2020 4th International Conference on Electronics,

Communication, and Aerospace Technology (ICECA) (pp. 1268-1272).

Kalsoom, T., Ahmed, S., Rafi-Ul-shan, P. M., Azmat, M., Akhtar, P., Pervez, Z., Imran, M. A., & Ur-Rehman, M. (2021). Impact of IoT on manufacturing industry 4.0: A new triangular systematic review. Sustainability (Switzerland), 13(22), 1–22. https://doi.org/10.3390/su132212506

Kang, Y., Khan, S., Ma, X., & Ji, J. (2017). Towards remote sensing-based assessment of irrigation performance in major irrigated areas worldwide: An overview. Water, 9(3), 153.

Kay A. 2006. Social Capital, The Social Economy and Community Development. Community Development Journal, Vol. 41 No. 2, 2006:160-173.

Keke, M. E. (2022). The use of digital marketing in information transport in social media: The example of Turkish companies. Transportation Research Procedia, 63, 2579–2588. https://doi.org/10.1016/j.trpro.2022.06.297

Kementrian Pertanian. (2020). Pusat Data dan Sistem Informasi Pertanian Sekretariat Jenderal-Kementerian Pertanian Center for Agriculture Data and Information System Secretariat General-Ministry of Agriculture 2020. Statistik Lahan Pertanian Tahun 2015-2019, 30, 30. http://epublikasi.setjen.pertanian.go.id/arsip-perstatistikan/167-statistik/statistik-lahan/719-statistik-data-lahan-pertanian-tahun-2015-2019

Kemp D. 2010. Mining and Community Development: Problems and Possibilities of Local-Level Practice. Community Development Journal, Vol. 45 No. 2, 2010:198-218.

Kirana, K. C. (2021). Pengolahan Citra Digital : Teori dan Penerapan Pengolahan Citra Citra Digital Pada Deteksi Wajah (Cetakan Pertama). Ahlimedia Press.

Kitchin, R. (2014). Big Data, New Epistemologies and Paradigm Shifts. Big Data & Society, 1(1), 1-12.

Kitole, F. A., Mkuna, E., & Sesabo, J. K. (2024). Digitalization and agricultural transformation in developing countries: Empirical evidence from Tanzania agriculture sector. Smart Agricultural Technology, 7, 100379. https://doi.org/10.1016/J.ATECH.2023.100379

Klerkx, L., & Rose, D. (2019). Dealing with the game-changing technologies of agriculture: Responsible innovation and the role of governance. Journal of Responsible Innovation, 6(2), 211-227.

Kolios, A., Theodoridis, Y., & Mylonas, P. (2020). Big Data Analytics for Smart Farming: Case Studies in Agri-Tech Development. Sustainable Cities and Society, 61, 102356.

Kumar, A., & Sahai, V. (2022). Capacity Building for Data-Driven Agriculture: Challenges and Strategies. Journal of Agricultural Education and Extension, 29(1), 1-15.

Kumar, A., Singh, R., & Mishra, P. (2020). Collaboration for Agricultural Data Integration: Challenges and Opportunities. International Journal of Agricultural and Environmental Information Systems, 11(1), 1-18.

Kumar, S., Gupta, P., & Singh, R. (2021). Development of Decision Support System for Precision Agriculture: A Review. International Journal of Agriculture and Biology Engineering, 14(3), 1-12.

Kusumo, A., Yulianto, Y., & Setiawan, R. (2021). Challenges of Big Data Adoption in Agriculture: A Case Study in Indonesia. International Journal of Agricultural and Environmental Information Systems, 12(3), 1-18.

Li, D., Zhang, L., & Liu, X. (2019). Design of Crop Growth Monitoring System Based on Deep Learning Algorithm. In 2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) (pp. 1498-1501).

LI, K., JIN, Y., & ZHOU, J. hong. (2023). Are vulnerable farmers more easily influenced? Heterogeneous effects of Internet use on the adoption of integrated pest management. Journal of Integrative Agriculture, 22(10), 3220–3233. https://doi.org/10.1016/j.jia.2023.08.005

Li, S., Chen, Y., & Wang, J. (2022). Big Data Applications in Soil Health Monitoring: A Review. Journal of Soil Science, 13(2), 1-15.

Li, S., Wang, H., & Liu, X. (2023). Data Integration for Precision Agriculture: A Review. Journal of Agricultural Science, 11(2), 1-15.

Li, S., Wang, H., & Liu, X. (2023). Interoperability Challenges and Solutions for Smart Irrigation Systems: A Review. Journal of Water Resources Planning and Management, 147(1), 1-12.

Li, X., & Wang, Z. (2016). Design of an Agricultural Environment Monitoring System Based on the Internet of Things. In 2016 13th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) (pp. 496-499).

Liu, H., Liang, S., Xu, M., & Zhao, J. (2018). Application of Internet of Things technology in agricultural product quality control and traceability system. Computers and Electronics in Agriculture, 153, 123-134.

Liu, W., Sun, X., & Li, Q. (2023). Big Data Analytics for Climate Change Adaptation in Agriculture: A Review. Journal of Agricultural and Environmental Ethics, 36(1), 1-15.

Liu, Y., Wang, H., & Zhang, X. (2019). Data-Driven Analysis of Soil Fertility for Sustainable Agriculture: A Review. Sustainability, 11(20), 5632.

Liu, Y., Zhang, L., & Chen, J. (2022). Applications of Remote Sensing Technology in Precision Agriculture: A Review. International Journal of Remote Sensing, 43(5), 1-20.

Liu, Y., Zhang, L., & Chen, J. (2023). Predictive Modeling for Agricultural Management Using Big Data Analytics. Journal of Agricultural Science, 11(2), 1-15.

Lovrak, A., Pukšec, T., & Duić, N. (2020). A Geographical Information System (GIS) based approach for assessing the spatial distribution and seasonal variation of biogas production potential from agricultural residues and municipal biowaste. Applied Energy, 267, 115010. https://doi.org/10.1016/J.APENERGY.2020.115010

Luis, F.Y., Alejandro, P.S., Ana, A.H., Ulises, R.C., Felipe, S.T., Jorge, E.A., Francisco, E.G., Felipe, B.P., Enrique, C. (2016). "RAP2.4a Is transported through the phloem to regulate cold and heat tolerance in Papaya tree (Carica papaya cv. Maradol): implications for protection against abiotic stress". Plos one. 11 (10).

Ma, J., & Wang, Z. (2018). Data rights management for agricultural big data: Issues and perspectives. Information Processing in Agriculture, 5(2), 243-251.

Ma, J., Qiu, H., & Zhou, S. (2019). The ethical challenges of agricultural big data: A perspective from China. Environmental Ethics, 41(3), 263-281.

Ma, X., & Gu, X. (2024). New marketing strategy model of E-commerce enterprises in the era of digital economy. Heliyon, 10(8). https://doi.org/10.1016/j.heliyon.2024.e29038 Maffezzoli, F. A., Ardolino, M., & Bacchetti, A. (2022). The Impact of the 4.0 Paradigm in the Italian Agricultural Sector: A Descriptive Survey. Applied Sciences, 12(18).

Mahanty, T.S., Bhattacharjee, M., Goswami, P., Bhattacharyya, B., Das, A. Ghosh, P. Tribedi. (2016). Biofertilizers: a potential approach for sustainable agriculture development. Environ. Sci. Pollut. Res. Int., 23(21):1–21.

Mahato, A., Chaudhari, G., Banjade, G., Uprety, S. (2023). Tissue culture and its application in modern agriculture. i TECH MAG. 5:09-11.

Mahlein, A. K., Steiner, U., Hillnhütter, C., Dehne, H. W., & Oerke, E. C. (2012). Hyperspectral imaging for small-scale analysis of symptoms caused by different sugar beet diseases. Plant methods, 8(1), 3.

Mangowal, J. (2013). Pemberdayaan Masyarakat Petani Dalam Meningkatkan Pengembangan Ekonomi Pedesaan Di Desa Tumani Kecamatan Maesaan Kabupaten Minahasa Selatan. Governance, 5(1). Mardikanto T. 2009. Penyuluhan Pembangunan Pertanian. Surakarta: Sebelas Maret University Pr

Margayaningsih, D. I. (2020). Peran Kelompok Wanita Tani Di. Publiciana, 13(1), 52–64.

Martinez, E., Garcia, M., & Rodriguez, L. (2021). Data Analytics for Soil Fertility Management: A Review. Journal of Agricultural Science, 10(3), 1-12.

Masrianto, A., Hartoyo, H., Hubeis, A. V. S., & Hasanah, N. (2022). Digital Marketing Utilization Index for Evaluating and Improving Company Digital Marketing Capability. Journal of Open Innovation: Technology, Market, and Complexity, 8(3). https://doi.org/10.3390/joitmc8030153

Matosas-López, L. (2021). The management of digital marketing strategies in social network services: A comparison between American and European organizations. Journal of Open Innovation: Technology,

Market, and Complexity, 7(1), 1–17. https://doi.org/10.3390/joitmc7010065 Maulida, P., Muryani, M., & Faristiana, A. R. (2023). Dampak Perkembangan Teknologi Pertanian Terhadap Perubahan Sosial Masyarakat di Kabupaten Madiun. Student Scientific Creativity Journal, 1(4), 349–365.

Mejia, D.F.V. (2018). Modern biotechnology for agricultural development in Colombia. Ingenieria y Ciencia. 14(28):169-194.

Mishra, S. (2023). Internet of things enabled deep learning methods using unmanned aerial vehicles enabled integrated farm management. Heliyon, 9(8), e18659. https://doi.org/10.1016/J.HELIYON.2023.E18659

Mohammed, A.A.H, Qaddawi, Z.T. (2022). Applications of the biotechnology in agriculture. NTU Jornal of Pure Sciences. 1.1(3):18-22.

Morchid, A., El Alami, R., Raezah, A. A., & Sabbar, Y. (2024a). Applications of internet of things (IoT) and sensors technology to increase food security and agricultural Sustainability: Benefits and challenges. Ain Shams Engineering Journal, 15(3), 102509. https://doi.org/10.1016/J.ASEJ.2023.102509

Morchid, A., El Alami, R., Raezah, A. A., & Sabbar, Y. (2024b). Applications of internet of things (IoT) and sensors technology to increase food security and agricultural Sustainability: Benefits and challenges. Ain Shams Engineering Journal, 15(3), 102509. https://doi.org/10.1016/J.ASEJ.2023.102509

Moreira, B. R. de A., Marra, T. M., Silva, E. A. da, Brito Filho, A. L. de, Barbosa Júnior, M. R., Santos, A. F. dos, Silva, R. P. da, & Vellidis, G. (2024). Advancements in peanut mechanization: Implications for sustainable agriculture. Agricultural Systems, 215, 103868. https://doi.org/10.1016/J.AGSY.2024.103868 Mulyaqin, Tian dan Astuti, Yati. 2013. Ketersediaan Dan Pemanfaatan Sumber Pembiayaan Usahatani Padi Sawah Di Kabupaten Pandeglang Provinsi Banten. Bulletin Ikatan BPTP Banten Volume 3 No. 1. Ningsih, N., & Khatimah, H. (2023). Strategi Pengembangan Kelompok Tani Dalam Mendukung Produktivitas Padi Sawah Di Desa

Dolago Kecamatan Parigi Selatan Kabupaten Parigi Moutong. AGROTEKBIS E-JURNAL ILMU PERTANIAN, 11(4).

Noerhayati, E. (2023). Teknologi Pemberian Air Irigasi Berbasis IOT Untuk Tanaman Hortikultura (Terbitan Pertama). Unisma Press.

Noor, M. (2011). Pemberdayaan Masyarakat. Jurnal Ilmiah CIVIS, I(2), 87–99.

Notohadiprawiro, I. T., Utami, I., Purwanto, I. B. H., MP, M., & ... (2022). Pertanian Setelah Revolusi Hijau: Teknologi Masukan Rendah (Low External Input For Sustainable Agriculture) (Cetakan Pertama). Deepublish Publisher.

Nugraha, A. A., Panjaitan, S., Joachim, D., & Lubis, S. (2022.). Modernisasi Pertanian Dengan Pengembangan Robot Tani Dalam Rangka Penyamarataan Otomatisasi Pada Industri Agriculture. 2022, SERINA IV Untar. 617–626.

Nurani, M. P., Agribisnis, D., Pertanian, F., Katolik, U., & Karya, W. (2023). Mengoptimalkan Potensi Sampah Organik Untuk Mendorong Pertanian Berkelanjutan Pada Review Sistematis. BISTEK : Jurnal Agribisnis Dan Hasil Pertanian, 10(1), 36–50. https://bistek.widyakarya.ac.id/index.php/bistek/article/view/65

Nurawalia, L. (2023). Penggunaan Teknologi Sensor Tanah Untuk Tanaman. 1–11.

Nurmanaf AR. 2007. Lembaga informal pembiayaan mikro lebih dekat dengan petani. Jurnal Analisis Kebijakan Pertanian. 5(2) : 99-109. Bogor (ID): Pusat Analisis Sosial Ekonomi dan Kebijakan Pertanian

Nursyamsi. (2010). Teknik kultur jaringan sebagai alternatif perbanyakan tanaman untuk mendukung rehabilitasi lahan. Prosiding Ekspose. 85-100.

Opah, A. (2017). Dampak Degradasi Tanah Pada Kualitas Tanah. https://juraganopar.blogspot.com/2014/06/dampak-degradasi-tanah-pada-kualitas.html

Osamede, M.J. (2016). Crop Biotechnology in Nigeria. Procedure for Postgraduate workshop, Uniben, Nigeria. Benin City , Nigeria.

Pabubung, M. R. (2023). Era Kecerdasan Buatan dan Dampak terhadap Martabat Manusia dalam Kajian Etis. Jurnal Filsafat Indonesia 6(1),

66–74.

Papadopoulou, C., Theotokis, A., & Hultman, M. (2023). Managerial mindset effects on international marketing strategy adaptation decisions. Industrial Marketing Management, 115, 266–280. https://doi.org/10.1016/j.indmarman.2023.09.014 Pardede, H. F. (2023). Penerapan Pembelajaran Mesin (Machine Learning) dan Pembelajaran Dalam (Deep Learning) Berkinerja Tinggi untuk Mendukung Sektor Pertanian di Indonesia. BRIN.

Pashori, A., & Iswandi. (2014). Tekhnologi robot. 1, JVT . Vol 1 desember 2014. 82–93.

Pawiroharsono, S. (2012). Peran bioteknologi untuk peningkatan produksi pangan di lahan marginal. Pangan. 21(1):101-111.

Permadi, Y., Prayogo, S., & Kusuma, T. maulana. (2021.). ROBOT EDUKASI PERTANIAN AGROBOT-I : RANCANGAN. https://doi.org/10.35760/ik.2021.v26i1.2696, 1–12.

Permana, A. V., Purnomo, A., Sarjono, H., Maulana, F. I., & Setyani, E. A. (2023). The Utilization of Mobile Communication on Marketing: A Systematic Review. Procedia Computer Science, 227, 101–109. https://doi.org/10.1016/j.procs.2023.10.507

Polymeni, S., Plastras, S., Skoutas, D. N., Kormentzas, G., & Skianis, C. (2023). The Impact of 6G-IoT Technologies on the Development of Agriculture 5.0: A Review. Electronics (Switzerland), 12(12). https://doi.org/10.3390/electronics12122651

Pradhan, S., Kumar, R., & Ranjan, P. (2024). Applications of big data analytics in precision agriculture: Challenges and future perspectives. Sustainable Computing: Informatics and Systems, 34, 100517.

Prakoso, M. S. S., & Safitri, R. D. (2021). Analisis Perbandingan Metode Normalized Vegetation Index Dan Maximum Likelihood Classification Untuk Analisis Ruang Terbuka Hijau (Studi Kasus di Kota Pekalongan, Jawa Tengah). Seminar Nasional Geomatika, 513. https://doi.org/10.24895/sng.2020.0-0.1164

Prayogo, S. S., Permadi, Y., & Usuma, T. mAulana. (2020). Rancang Bangun Agrobot-Ii : Robot Edukasi Penanam Benih Tanaman Padi Dengan Kendali Jarak. 90 Jurnal Ilmiah Teknologi dan Rekayasa Volume 25 No. 2 Agustus 2020. 89–101.

Purnomo, C. W. (2021). Solusi Pengelolaan Sampah Kota. Gadjah Mada University Press.

Purwanto,E. E., Putra, A.B.N., Marji, Tuwoso, Feriyantama, R., Sembiring, A.I., Mustopo, M.F., Faisal, M.N., & Fikri, M.D. (2019). Metamorfosis Limbah Rumah Tangga Oleh Mikroba Menjadi Liquid-Solid Manure Dengan Teknologi Composter Aerob Sebagai Alternatif Peningkatan Hasil Panen Sektor Pertanian Di Kecamatan Sumberpucung Malang. JP2T, 1(1). Puspitasari, sinta devi. (2022). Monitoring dan irigasi tanaman tomat berbasis iot dengan esp 32. Repository, universitas teknologi digital indonesia

Putri, A. S., & Anzari, P. P. (2021). Dinamika peran ganda perempuan dalam keluarga petani di Indonesia. Jurnal Integrasi Dan Harmoni Inovatif Ilmu-Ilmu Sosial (JIHI3S), 1(6), 757–763. https://doi.org/10.17977/um063v1i6p757-763 Qaulan, K. P. P.-U. A. (2018). Konsistensi Pelaksanaan Kebijakan Pemerintah Dalam Rangka Mendukung Perlindungan Lahan Pertanian Pangan Berkelanjutan (Studi Kasus Kecamatan Kuranji Kota Padang).

Qin, Z., Lu, J., & Wang, F. (2016). Smart agriculture research. In Proceedings of the 2016 International Conference on Smart Agriculture and Food Security (pp. 1-5).

Qudrotulloh, H.M., Sumarsih, E., Nuryaman, H., Mutiarasari, N.R., & Hardiyanto, T. (2022). Persepsi Petani Muda Terhadap Wirausaha di Sektor Pertanian (Kasus Pada Petani Muda Di Desa Tenjonegara, Kecamatan Cigalontang, Kabupaten Tasikmalaya). AGRITECH (Jurnal Agribisnis dan Teknologi Pangan), 2(2). Rachmawati , R.R ., (2020). Smart Farming 4.0 Untuk Mewujudukan Pertanian Indonesia Maju, Mandiri Dan Modern. Forum Penelitian Agro Ekonomi, 38 (2).

Rahmadian, R., & Widyartono, M. (2020). Penerapan Machine Vision untuk Sistem Panen Otomatis di Robot Agrikultur. JIEET: Volume 04 Nomor 01, 2020 (Journal Information Engineering and Educational Technology). ISSN:04, 47–52.

Rajak, P., Ganguly, A., Adhikary, S., & Bhattacharya, S. (2023). Internet of Things and smart sensors in agriculture: Scopes and challenges.

Journal of Agriculture and Food Research, 14, 100776. https://doi.org/10.1016/J.JAFR.2023.100776

Ramadhanty, V. D., Subriadi, A. P., & Lukitosari, V. (2024). Optimal Marketing Strategy of Private Tutoring: An Application of Game Theory. Procedia Computer Science, 234, 946–953. https://doi.org/10.1016/j.procs.2024.03.083

Rastegari, H., Nadi, F., Lam, S. S., Ikhwanuddin, M., Kasan, N. A., Rahmat, R. F., & Mahari, W. A. W. (2023). Internet of Things in aquaculture: A review of the challenges and potential solutions based on current and future trends. Smart Agricultural Technology, 4(January), 100187. https://doi.org/10.1016/j.atech.2023.100187

Reidsma, P., Kanellopoulos, A., & Andersen, E. (2010). Operationalizing soft systems methodology to facilitate participatory integrated assessment in agricultural systems. Environmental Science & Policy, 13(6), 418-431.

Ridlo, R., Hakim, A., Pangestu, A., Hidayah, H. A., & Faizah, S. (2022). Pemanfaatan Teknologi IoT untuk Pertanian Berkelanjutan (IoT Technology for Sustainable Agriculture) Artificial Intelligence View project Structural Equation Modelling-Partial Least Square View project. Seminar Nasional Inovasi Teknologi Pertanian Berkelanjutan, 1(1), 1–9. https://www.researchgate.net/publication/361475268

Rijal, S. S. (2020). Mengolah Citra Pengindraan Jauh Dengan Google Earth Engine (Cetakan Pertama). Deepublish Publisher.

Ritonga, R. A. (2023). Kegunaan pembelajaran robotik untuk menghadapi revolusi 4.0 dan society 5.0 rani. Buku. Universitas Islam Negeri Sumatra Utara. Fakultas Sains Dan Tekhnologi. Medan.

Rizki, F. C., Wicaksono, P. R., & Wijayanti, F. (2024). Peningkatan Kesuburan Tanah Dan Produktivitas Sebagai Hasil Pengolahan Lahan Di Dusun Ngadilegi, Pandaan. JIPM:Jurnal Informasi Pengabdian Masyarakat, 2(1), 01–09.

Rizvanović, B., Zutshi, A., Grilo, A., & Nodehi, T. (2023). Linking the potentials of extended digital marketing impact and start-up growth: Developing a macro-dynamic framework of start-up growth drivers supported by digital marketing. Technological Forecasting and Social Change, 186. https://doi.org/10.1016/j.techfore.2022.122128

Robinson, G. M., Gray, D. A., Healey, R. G., & Furley, P. A. (1989). Developing a geographical information system (GIS) for agricultural development in Belize, Central America. Applied Geography, 9(2), 81–94. https://doi.org/10.1016/0143-6228(89)90047-7

Romera, A. J., Sharifi, M., & Charters, S. (2024). Digitalization in agriculture. Towards an integrative approach. Computers and Electronics in Agriculture, 219, 108817. https://doi.org/10.1016/J.COMPAG.2024.108817 Salsa, B. (2022). Teknologi Informasi pada Pertanian. In Informatika Universitas Ciputra. https://informatika.uc.ac.id/2022/01/teknologi-informasi-pada-pertanian/

Sam, S., Mira, L., & Kai, S. (2022). The impact of digitalization and automation on horticultural employees – A systematic literature review and field study. Journal of Rural Studies, 95, 560–569. https://doi.org/10.1016/J.JRURSTUD.2022.09.016

Samudro, M. A. (2021). Studi Pemanfaatan Internet Of Things pada pengelolaan limbah radioaktif cair dengan alat penukar ion Studi Pemanfaatan Internet Of Things (Iot) Pada Alat Penukar Ion Sebagai Kontrol Dan Dengan kebijakan pelayanan limbah radioaktif yang tetap dilakukan dan diiringi kebijakan untuk tetap phisycal distancing membuat personil dilapangan harus dibatasi dalam setiap kegiatan .PTLR harus bersiap-siap mengalami peningkatan. October. https://doi.org/10.13140/RG.2.2.19968.30721

Sanahuja ,G., Banakar, R., Twyman, R.M., Capell, T., Christou, P. (2011). Bacillus thuringiensis: a century of research, development and commercial applications. Plant Biotech. J. 9(3):283–300.

Sani, F., & Annisa, A. (2019). Pendugaan Kadar Air di Lahan Tanaman Kopi Malang Selatan Dengan Penginderaan Jauh. Tjyybjb.Ac.Cn, 27(2), 635–637.

Santoso, H. B., C, A. R., Delima, R., & Wibowo, A. (2020). Kajian dan Rekomendasi Sistem Pemetaan Lahan Pertanian. Ultima InfoSys : Jurnal Ilmu Sistem Informasi, 11(1), 40–50. https://doi.org/10.31937/si.v9i1.1213

Santoso, J. T. (2023). Kecerdasan Buatan. Yayasan Agus Tekhnik .

Semarang .

Sayaka, B., & Rivai, R. S. 2011. Peningkatan Akses Petani Terhadap Kredit Ketahanan Pangan Dan Energi. Bogor (ID): Pusat Sosial Ekonomi dan Kebijakan Pertanian, Kementerian Pertanian. Boyd, C.E., Davis, R.P., & McNevin, A.A. (2022). Perspectives on the mangrove conundrum, land use, and benefits of yield intensification in farmed shrimp production: A review. Journal of the World Aquaculture Society, 53, 8– 46.

Saydi, R. (2021). Monitoring Curah Hujan dan Kelengasan Tanah Lahan Pertanian Menggunakan Sensor Berbasis Internet of Things (IoT) sebagai Dasar Pertanian Presisi. Jurnal Ilmiah Teknologi Pertanian Agrotechno, 6(1), 25. https://doi.org/10.24843/jitpa.2021.v06.i01.p04

Schilling, M.A. 2017. Strategic management of technological innovation fifth edition. New York: Mc Graw Hill Education.

Schroeder, S., Lehberger, M., & Sparke, K. (2024). Threat or opportunity? - Managers’ and employees’ perception of automation and digitalization in the horticultural sector. Procedia Computer Science, 232, 564–573. https://doi.org/10.1016/J.PROCS.2024.01.056

Shafiekhani, A., Othman, M., & Noor, N. M. (2018). Precision Farming: A Literature Review. In 2018 International Conference on Smart Computing and Electronic Enterprise (ICSCEE) (pp. 1-6).

Shekhar, S. K., & Kandoth, S. (2024). The transformative impact of digital marketing on family business: A perspective article. Science Talks, 9, 100310. https://doi.org/10.1016/j.sctalk.2024.100310

Shofi, A.A., Sulistiyanto, S., & Bachrudin, M. (2023). Rancang Bangun Water Pump Solar Energy Portable Perairan Sawah Untuk Membantu Petani Kabupaten Probolinggo. Medika Teknika, 4(2). Siagian, P Sondang. 2007. Fungsi-fungsi Manajerial. Jakarta: Bumi Aksara

Singh, A. K., Ganapathysubramanian, B., & Sarkar, S. (2016). Machine learning for high-throughput stress phenotyping in plants. Trends in Plant Science, 21(2), 110-124.

Singh, J., Kumar, A. (2020). Plant tissue culture and its application in agriculture as biotechnological tool. Int.J.Curr.Microbiol.App.Sci. 11:274-284.

Singh, R., Kumar, A., & Sharma, S. (2023). Data Analytics Techniques for Enhancing Agricultural Productivity: A Review. International Journal of Agriculture and Environmental Information Systems, 14(2), 1-18.

Sinyong, K. S., Mubin, N., & Prijono, D. (2024). Tingkat resistensi insektisida emamektin benzoat terhadap ulat krop Crocidolomia pavonana (F.) (Lepidoptera: Crambidae) di Kabupaten Cianjur, Jawa Barat. Jurnal Entomologi Indonesia, 20(3), 247–257. https://doi.org/10.5994/jei.20.3.247

Siregar, F. A. (2023). Penggunaan Pupuk Organik Dalam Meningkatkan Kualitas Tanah Dan Produktivitas Tanaman. Jurnal, 1–11.

Situmeang, Y. P. (2024). Agen Pembenah Tanah Berbasis Biochar dan Kompos (Cetakan Pe). Scopindo Media Pustaka.

Smith, D., Garcia, M., & Patel, D. (2022). Weather Forecasting and Agricultural Risk Management: A Review. International Journal of Agricultural and Environmental Information Systems, 13(1), 1-18.

Smith, J., Jones, A., & Johnson, B. (2019). Big Data Applications in Agriculture: A Review. Big Data & Society, 6(1), 1-15.

Smith, J., Jones, A., & Johnson, B. (2021). Big Data Applications in Agriculture: A Review. Big Data & Society, 8(1), 1-15.

Soekartawi 1998. Prinsip Dasar Ekonomi Pertanian. Jakarta: UI Press.

Soemarno, S., Prijono, S., Ifadah, N. F., Ramadhani, M. H., Alfathin, S. C., Maulana, M., Sasmita, N. A., & Latifah, H. (2023). Perbaikan Kualitas Lahan untuk Kebun Kopi Rakyat. In Perbaikan Kualitas Lahan untuk Kebun Kopi Rakyat (Cetakan Pertama). UB Press. https://doi.org/10.11594/ubpress9786232967304

Soetedjo, I. P., & Nguru, E. S. . (2023). Kualitas Tanah dan Pengelolaannya Yang Berkelanjutan. Uwais Inspirasi Indonesia.

Sridhar, A., Ponnuchamy, M., Kumar, P. S., Kapoor, A., Nguyen Vo, D. V., & Rangasamy, G. (2023). Digitalization of the agro-food sector for achieving sustainable development goals: a review. Sustainable Food Technology, 1(6), 783–802. https://doi.org/10.1039/D3FB00124E

Sriwahyuni, P., Parmila, P. (2019). Peran bioteknologi dalam pembuatan pupuk hayati. Agro Bali (Agricultural Journal). 2(1):46-57.

Su, Y., & Wang, X. (2021). Innovation of agricultural economic management in the process of constructing smart agriculture by big data. Sustainable Computing: Informatics and Systems, 31, 100579. https://doi.org/10.1016/J.SUSCOM.2021.100579

Sujimin, Lala M. K, dan Sjaf ,S. (2019) STRATEGI AKSI INOVASI PERTANIAN BERBASIS PENGEMBANGAN MASYARAKAT. Jurnal IPB

Sulistyowati L., Natawidjaja R. S. dan Saidah Z. 2013. Faktor-Faktor Sosial Ekonomi yang Mempengaruhi Keputusan Petani Mangga Terlibat dalam Sistem Informal dengan Pedagang Pengumpul. Jurnal Sisiohumaniorea, Vol. 15 No. 3 hal: 285-293.

Suman, S. (2017). Plant tissue culture : a promising tool of quality material production with special reference to micropropagation of banana.Biochem.Cell.Arch. 17(1):1-27.

Sunarlim, N., Sutrisno. (2003). Perkembangan penelitian bioteknologi pertanian di Indonesia. Buletin Agrobio. 6(1):1-7.

Sunaryono, R.A. K., Saputro, W. A., & Sulistyowati, E. (2021). Pengaruh Modal, Pengalaman, Jam Kerja Dan Harga Kakao Terhadap Pendapatan Petani Kakao Di Taman Teknologi Pertanian Nglanggeran. Jurnal Bisnis Manajemen dan Akuntansi (BISMAK), 1(1).

Sundmaeker, H., Verdouw, C., Wolfert, S., & Freire, L. P. (2016). Internet of food and farm 2020. Digitising the Industry Internet of Things Connecting the Physical, Digital and Virtual Worlds, 129–151. https://doi.org/10.1201/9781003337966-4

Suradisastra, K. (2016). Perspektif Keterlibatan Wanita di Sektor Pertanian. Forum Penelitian Agro Ekonomi, 16(2), 1. https://doi.org/10.21082/fae.v16n2.1998.1-9

Suroso, Indreswari. (2016), Peran Drone atau Unamaned Area Vehicle (UAV)Buatan STTKD Dalam Dunia Penerbangan, Sekolah Tinggi Teknologi Kedigantaraan, Yogyakarta.

Suryanto, A. (2019). Pola Tanam (Cetakan Pertama). UB Press.

Thakur, R., Baghel, M., Bhoj, S., Jamwal, S., Chandratre, G. A., Vishaal, M., Badgujar, P. C., Pandey, H. O., & Tarafdar, A. (2024). Digitalization of livestock farms through blockchain, big data, artificial intelligence, and Internet of Things. Engineering

Applications in Livestock Production, 179–206. https://doi.org/10.1016/B978-0-323-98385-3.00012-8

Tiwari, A., Ray, S. S., & Chakraborty, A. (2021). Smart irrigation management system using IoT and big data analytics. Journal of King Saud University-Computer and Information Sciences.

Tjhin, V. U., & Riantini, R. E. (2022). Smart Farming : Implementation of Industry 4.0 in the Agricultural Sector. ICEEG’ 22. Proceedings of the 6th International Conference on E- Commerce, E- Business and E- Government.

Tong, H., Qian, X.D., Chen, Y.,Wei, Q., Qian, N ., & Li, J. (2020). Optimal Decision of Agricultural Machineray Product Quality Under the Regulation Of Government Subsidy Policy. African and Asian Studies, 19(3).

Toukola, S., Ståhle, M., & Mahlamäki, T. (2023). Renaissance of project marketing: Avenues for the utilisation of digital tools. Project Leadership and Society, 4. https://doi.org/10.1016/j.plas.2023.100091

Ukoba, M. O., Diemuodeke, E. O., Briggs, T. A., Imran, M., Ojapah, M. M., Owebor, K., Nwachukwu, C., Aminu, M. D., Okedu, K. E., Kalam, A., & Colak, I. (2023). Optimal sites for agricultural and forest residues energy conversion plant using geographic information system. Heliyon, 9(9), e19660. https://doi.org/10.1016/J.HELIYON.2023.E19660

United Nations Development Programme (UNDP). (2021). Digital Transformation in Agriculture and Rural Areas. Available online: https://www.undp.org/publications/digital-transformation-agriculture-and-rural-areas

Utomo, M. (2016). Ilmu Tanah : Dasar-dasar dan Pengelolaan. Kencana.

Van Der Ploeg, J. D. (2018). Peasant-driven agricultural growth and food sovereignty. The Journal of Peasant Studies, 45(1), 1-20.

Viator, C., & Srinivasan, R. (2014). Precision agriculture technologies for irrigation management. In Advances in Irrigation (pp. 363-401). Academic Press.

VoPham, T., Wilson, J. P., Ruddell, D., Rashed, T., Brooks, M. M., Yuan, J. M., Talbott, E. O., Chang, C. C. H., & Weissfeld, J. L. (2015). Linking pesticides and human health: A geographic information

system (GIS) and Landsat remote sensing method to estimate agricultural pesticide exposure. Applied Geography, 62, 171–181. https://doi.org/10.1016/J.APGEOG.2015.04.009

Wahyuni, S., Kadarwati, S., & Aprilia, R. (2023). Biofertilizer Berbasis Biochar Untuk Remediasi Lahan Pertanian Indonesia. Bookchapter Alam Universitas Negeri Semarang, 2, 145–177. https://doi.org/10.15294/ka.v1i2.140

Wang, H., Liu, S., & Zhang, Q. (2022). Applications of Machine Learning in Agricultural Decision Making: A Review. International Journal of Agriculture and Environmental Information Systems, 14(3), 1-18.

Wang, H., Liu, S., & Zhang, Q. (2022). Predictive Modeling for Agricultural Management Using Big Data Analytics. Journal of Agricultural Science, 10(3), 1-15.

Wang, H., Liu, S., & Zhang, Q. (2023). Data-Driven Soil Analysis for Precision Agriculture: A Review. Computers and Electronics in Agriculture, 195, 106760.

Wang, Q., & Mu, Z. (2022). Risk monitoring model of intelligent agriculture Internet of Things based on big data. Sustainable Energy Technologies and Assessments, 53, 102654. https://doi.org/10.1016/J.SETA.2022.102654

Wang, X., Li, W., & Zhang, L. (2020). Big Data Analytics for Soil Nutrient Management in Precision Agriculture: A Review. Computers and Electronics in Agriculture, 174, 105443.

Wang, Y., Liu, Z., & Zhang, X. (2020). Smart Irrigation System Based on Big Data Analysis. In Proceedings of the 4th International Conference on Computer Science and Application Engineering (pp. 1-6).

Wang, Y., Liu, Z., & Zhang, X. (2021). Platform-based Agricultural Management Systems: A Review. Computers and Electronics in Agriculture, 183, 106034.

Warisaura, A. D., & Kurniawati, M. W. (2024). Potensi Produksi Biohidrogen dari Limbah Buah Naga (hylocereus polyhizus) dengan Proses Pencernaan Anaerobik. Jurnal Serambi Engineering, 9(1), 8094–8100. https://doi.org/10.32672/jse.v9i1.829

Wati R. D., Nuryanto N., dan Anggraeni L. 2014. Akses dan Dampak Kredit Mikro terhadap Produksi Padi Organik di Kabupaten Bogor. Jurnal Ekonomi dan Kebijakan Pembangunan Vol. 2 No. 2 Hal: 75-94.

Whitton, C., Wong, Y. H. M., Lau, J., Chua, X. H., Müller, A. M., Tan, C. S., van Dam, R. M., Müller-Riemenschneider, F., & Rebello, S. A. (2024). Ecological momentary assessment of digital food and beverage marketing exposure and impact in young adults: A feasibility study. Appetite, 197. https://doi.org/10.1016/j.appet.2024.107338

Widyarini, I., Putri, D. D., & Karim, A. R. (2013). Peran Wanita Tani Dalam Pengembangan Usahatani Sayuran Organik Dan Peningkatan Pendapatan Keluarga Di Desa Melung Kecamatan Kedungbanteng. Jurnal Pembangunan Pedesaan, 13(2), 105–110.

Wieczorek, A. (2003). Use of biotechnology in agriculture-benefits and risk. CTAHR. 3:1-6.

Winkler, L., Kilic, O., & Veldman, J. (2022). Collaboration in the offshore wind farm decommissioning supply chain. Renewable and Sustainable Energy Reviews, 167, 112797. https://doi.org/10.1016/J.RSER.2022.112797

Wirosoedarmo, R. (2017). Irigasi Pertanian Bertekanan (Cetakan Pertama). UB Press.

World Bank. (2018). Digital Dividends in Agriculture. Available online: https://openknowledge.worldbank.org/handle/10986/29477

World Bank. (2019). ICT in Agriculture: Connecting Smallholders to Knowledge, Networks, and Institutions. Available online: https://openknowledge.worldbank.org/handle/10986/32443

World Bank. (2020). e-Commerce for Agriculture. Available online: https://www.worldbank.org/en/topic/agriculture/publication/e-commerce-for-agriculture

Wu, C., Li, D., Zhang, X., Pan, J., Quan, L., Yang, L., Yang, W., Ma, Q., Su, C., & Zhai, W. (2023). China’s agricultural machinery operation big data system. Computers and Electronics in Agriculture, 205, 107594. https://doi.org/10.1016/J.COMPAG.2022.107594

Wu, H., Zhou, Y., & Xu, S. (2021). Satellite Remote Sensing and Big Data Analytics for Precision Agriculture: A Review. International Journal of Remote Sensing, 42(1), 1-20.

Wulandari Eliana, Meuwissen Miranda P. M., Karmana M. H., Lansink Oude M. 2017. Access to Finance from Different Finance Provider Types: Farmer Knowledge of the Requirements. Jurnal PLoS ONE 12 (9).

Yadav, S., & Saini, A. K. (2020). IoT Based Smart Agriculture for Crop Health Monitoring and Smart Irrigation System. In 2020 6th International Conference on Communication Systems and Network Technologies (CSNT) (pp. 187-191).

Yang, C., Ji, X., Cheng, C., Liao, S., Obuobi, B., & Zhang, Y. (2024). Digital economy empowers sustainable agriculture: Implications for farmers’ adoption of ecological agricultural technologies. Ecological Indicators, 159. https://doi.org/10.1016/j.ecolind.2024.111723

Yang, S., Liu, Z., & Li, J. (2018). Application of Big Data Analytics in Soil Nutrient Management: A Review. Journal of Soil and Water Conservation, 73(6), 589-599.

Yang, S., Wang, H., & Liu, X. (2023). Soil Sensors for Precision Agriculture: A Review. Journal of Agricultural Science, 11(2), 1-15.

Yani, N. L. S., & Indrayani, L. (2021). Keterlibatan Perempuan Dalam Sektor Pertanian Untuk Menunjang Kesejahteraan Keluarga Menurut Perspektif Feminisme (Studi Kasus Di Desa Songan, Bangli, Bali). Ekuitas: Jurnal Pendidikan Ekonomi, 9(2), 261. https://doi.org/10.23887/ekuitas.v9i2.33065

Yuwono, D. M. (2013). Pengarusutamaan gender dalam pembangunan pertanian : kasus pada pelaksanaan program. Sepa, 10(1), 140–147. https://jurnal.uns.ac.id/sepa/article/view/14122

Zeng, Y., Li, Z., & Wang, B. (2018). Design of Wireless Sensor Network for Soil Moisture Monitoring. In 2018 3rd International Conference on Agricultural and Biological Sciences (ABS) (pp. 1-5).

Zhang, H., Chen, W., & Wang, Q. (2021). Data-Driven Approaches for Soil Health Assessment: A Review. Journal of Soil Science and Plant Nutrition, 21(3), 1456-1470.

Zhang, H., Chen, W., & Wang, Q. (2022). Big Data Analytics for Precision Agriculture: A Review. Computers and Electronics in Agriculture, 191, 106522.

Zhang, M., Zhang, C., Yang, C., Chen, L., & Zhou, T. (2020). A big data-driven precision agriculture solution: Toward sustainable food and farming. Big Data Research, 22, 100176.

Zhang, Y., Zhu, L., & Zhang, X. (2017). Design of Automatic Control System for Greenhouse Environment Based on Wireless Sensor Network. In 2020 International Conference on Intelligent Transportation, Big Data & Smart City (ICITBS) (pp. 185-189).

Zhao, L., Chen, H., Wen, C., & Yu, J. (2024). Digital transformation of the agricultural industry: Behavioral decision-making, influencing factors, and simulation practices in the Yunnan highlands. Journal of Environmental Management, 358, 120881. https://doi.org/10.1016/J.JENVMAN.2024.120881

Zolfaghary, P., Zakerinia, M., & Kazemi, H. (2021). A model for the use of urban treated wastewater in agriculture using multiple criteria decision making (MCDM) and geographic information system (GIS). Agricultural Water Management, 243, 106490. https://doi.org/10.1016/J.AGWAT.2020.106490

Diterbitkan

2025-05-02

Terbitan

Bagian

Book

Artikel Serupa

1-10 dari 41

Anda juga bisa Mulai pencarian similarity tingkat lanjut untuk artikel ini.