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Journal : Mechatronics, Electrical Power, and Vehicular Technology

Smart watering of ornamental plants: exploring the potential of decision trees in precision agriculture based on IoT Pratama, Hafiyyan Putra; Hadi Putri, Dewi Indriati; Putri, Hafiziani Eka; Irawan, Elysa Nensy; Kautsar, Makna A’raaf
Journal of Mechatronics, Electrical Power, and Vehicular Technology Vol 15, No 1 (2024)
Publisher : National Research and Innovation Agency

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55981/j.mev.2024.963

Abstract

Ornamental plant farmers face various challenges due to climate change and environmental stress that significantly affect plant health and growth. This research overcomes these challenges by developing an intelligent watering system that uses internet of things (IoT) technology and decision trees (DTs) algorithms to optimize the use of planting land by ensuring plants grow in the most optimal conditions, both in terms of water and nutrients and increase land productivity. The system is built by integrating various sensors to monitor soil moisture, air humidity, temperature, and light intensity in real-time. The collected data is used to automate watering schedules and provide recommendations on suitable plant species based on the soil nutrient content of nitrogen (N), phosphorus (P), and potassium (K). The use of the DTs algorithm helps in analyzing the data from the sensors and providing recommendations on the most suitable plants for the land. The smart watering system was tested in three zones, each simulating a different watering scenario, and successfully maintained optimal conditions for plant growth in each zone. The machine learning (ML) model with the DTs algorithm can predict the right type of ornamental plants based on the existing land conditions in three watering zones, with an accuracy of 89 %, 90 %, and 91 %, respectively. Furthermore, farmers can follow these recommendations to minimize damage and death of plants so that the level of productivity on the land becomes optimal.
Co-Authors Abdillah, Dania Abriani Larassati Acep Ruswan Ade Hidayat Adila Salsabila Afif Abdulloh Afiyah, Wardatul Afridha Laily Aliandra Afridha Laily Alindra Ahmad, Haykal Gunanda Aini, Nurul Ainun Salsabila Ainurrahmah, Salsa Aisyah Herlina Arrum Ajeng Putri Wulandari Yuwono Aldavia Thursina Alfiana Nurussama Alfiyyah, Ravina Azhar Ali Azhar Herdiansyah Alindra, Afridha Laily Althamiranda, Alvira Alvin Muhammad Fauzi Amalia, Lufinda Andi Wahyudi Andini, Syalsabila Eka Anisa Putri Mulyaningsih Anita Puspita Julianti Annisa Eka Sunarya Annisa Syifa Rachmawati Annisa Yumna Rizq Annisa Yumna Rizq Anwar Mulyana Ariana, Safira Dwi Arif, Mustia Arini, Audi Cindra Arrafi, Zaskia Rachmadini Putri Atep Sujana Aulia, Sabrina Shafa Aulia, Sabrina Shafa Ayu Rahayu Nurhajati Ayu Rahayu Nurhajati Ayu Shandra Sasqia Azka, Nabila Wardatul Azkia, Fasya Nabilla Azzahra, Algia Rizkania Azzahra, Andhieni Zahwa Azzahra, Naufia Nurzakiyyah Azzahwa, Yuki Wulan Basit, Rifqi Abdul Bening Cipta Alam Bilqis, Zulfa Nisrina Cahya Karisma Pertiwi Chairunnisa, Fima Chaisa, Elvara Salsabilla Cibro, Desi Karunia D Wahyudin Dewi Nur Mauliddiah Dewi, Ratri Purnama Diah Trismi Harjanti Diky Zakaria Dina Kristine Harefa Dwiky Nurfauzi Dwina Nurmalia Putri Dwina Nurmalia Putri Easter Merryetta Simanjuntak Elisa Nur Azizah Elmadani, Salis Elysa Nensy Irawan Enjelita Robintang Tambunan Enzelina, Elfriyani Epon Ningrum Erna Suwangsih Erna Suwangsih Erna Suwangsih Erna Suwangsih, Erna Ersya Neila Rahma Yulia Esa Cintami Yuendi Eva Firdausy Solihah Fadhilah Artanti Fahrunnisa, Bunga Fauziah, Neneng Dwi Fazila, Nasha Indri Ferdhina Salzabila Septiani Fitri Nuraeni Fitri Nuraeni Fitri, Rizka Malfiana Fitriyah Handayani Fitriyani, Devita Fujianti, Lia Nurbanillah Gita Aprilia Hadi Putri, Dewi Indriati Haftani, Dwi Anisa Hani Nurlatifah Hasanah, Andila Nurul Hasanah, Riska Uswatun Herlandy, Pratama Benny Hernita Pasongli Hikmatunisa, Nenden Permas Hillary Ester Hutasoit Hisny Fajrussalam Hisny Fajrussalam Hun Ravy Hun, Ravy Hutabarat, Keren Idat Muqodas Intan Chintyawati Arrasyid Kanisa Dewi Suci Lestari Kautsar, Makna A’raaf Khaerani, Maryam Khairunisa, Ayu Diah Pratiwi Khairunnisa Handayani Khairunnisa Sri Handayani Khosyi Anindya Chotimah Krisnawati, Nopi Laili Lutfianah Laisha Zahra Irawan Lala Amelia Laras Ayu Syahrani Lidia, Vanska Luhukay, Michelya Zabrina Lumbanraja, Viona Christina Anatasya Luthfi Aulia Nur Afita Luthfiana Puspa Dewi Maharani, Silvia Manalu, Benardo Marthinu, Eva Masti, Indri Meyra An Najmi Mezy Fauziyah Misnarti Misnarti, Misnarti Mochamad Irsan Setiadi Mochammad Fadhlan Dzikrullah Mohamed Nor Azhari Azman Mubiar Agustin Muhammad Anji Rijal Muhammad Rafli Mukhbita, Ghefira Alya Mutiah Mutiah Nabilah Azhar Nadia Tiara Antik Sari Nadia Tiara Antik Sari Nadia Tiara Antik Sari Nahrowi Adjie Nailufar, Fadhila Naimah Nurtsania Najwa Pitriani Najwa Pitriani Nazwa Pahira Sopianti Nazwa Safira Nenden Permas Hikmatunisa Nenden Permas Hikmatunnisa Neneng Sri Wulan Ni Kadek Yustika Adnyani Dewi Nikawanti, Gia Nooraisya, Aulia Mella Nooraisya Nopi Krisnawati Noviyanti Nurjannah Noviyanti, Alpita Nur Assyifa Khoirunnisa Nur Assyifa Khoirunnisa Nur Endah Suryani, Nur Endah Nur Indah Septiani Nuraeni, Sani Nurdiansyah Nurdiansyah Nurfauzi, Dwiky Nurhayati Nurhayati Nurhayati Nurista, Annisa Salsabila Nurista, Annisa Salsabila Nurlina, Ai Hesti Nurul Hasna Haifa Nurussama, Alfiana Nuur Wachid Abdul Majid Oktaviani, Mutia P Purwanto Permas Hikmatunisa, Nenden Pratama, Hafiyyan Putra Pratama, Nouval Pratiwi, Adinda Dhea Pratiwi, Andita Priatna, Yundara Ulfa Puji Rahayu Puji Rahayu Puji Rahayu Puji Rahayu Putri Apriyanti Putri Rhamadyna Putri, Sherina Herdiana Rahayu, Teten Ginanjar Rahmah, Ashofa Syamila Rahmania, Cici Aulia Ratna Julianti, Ratna Ravy, Hun Ria Dewi Saptini, Ria Dewi Rifa Hasna Nisrina Rifa Nurhanifa Rini Damayanti Riska Zulfa Luthfiyyah Rissa Puspita Sari Rizky Purwatresna Senjaya Rohimah, Rina Rosalia, Elvira Rubiyanto, Eko Ruswan, Acep Sabrina, Herra Aprillia Sagita, Kaila Alif Salsabila, Annida Salsabila, Resa Salma Salsabila, Siti Salwa Sari, Nadia Tiara Antik Saskia, Arina Zahra Selviana, Yohana Shalsabilla, Firliana Navani Sheva Febriant Zahra Khoerunnisa Siti Aisyah Sofyan Iskandar, Sofyan Sri Haryanti Srie Mulyani Srie Mulyani, Srie Sudrajat, Adit Rizki Suko Pratomo Sunarya, Annisa Eka Suprih Widodo Surianto Sitepu Syahbana, Luthfia Chairun Nisa Putri Syahira, Khadijah Khansa Taqwim, Ahsani Taufik Ridwan Tegar Ananda, Tegar Teten Ginanjar Rahayu Teten Ginanjar Rahayu Thalytha Majma Tsaqifa Taftazani Trisno Ikhwanudin Turmudi Ucu Nina Irawati Viona Christina Anatasya Lumbanraja Wahyudin, D Wahyudy, Mukhamad Ady Wahyuni, Restika Wardatul Afiyah Weby Khamelia Wida Utari Widaningsih, Nurbaiti Syifa Windusari, Firdha Anugrah Wulan Sapitri Yesika Damanik Yogiarni, Tiara Yohanes Adi Nugroho Yopi Malagola Yudistira, Chantika Putri Yuendi, Esa Cintami Yulianti, Yena Yusinta Dwi Ariyani