p-Index From 2021 - 2026
10.311
P-Index
This Author published in this journals
All Journal Jurnal Agronomi Indonesia (Indonesian Journal of Agronomy) Buletin Agrohorti Jurnal Ilmu Pertanian Indonesia Jurnal Hortikultura Indonesia (JHI) Jurnal Ilmu Pertanian Journal of Tropical Soils Journal of Politic and Government Studies Jurnal Sumberdaya Lahan Buletin Palawija Journal of Degraded and Mining Lands Management Jurnal Teknologi Informasi dan Ilmu Komputer AGRIVITA, Journal of Agricultural Science Buletin Kebun Raya Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan (Journal of Natural Resources and Environmental Management) Agrokreatif Jurnal Ilmiah Pengabdian kepada Masyarakat Jurnal Penelitian Karet JOIN (Jurnal Online Informatika) JOIV : International Journal on Informatics Visualization Jurnal AGROSAINS dan TEKNOLOGI Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering) Journal of Tropical Crop Science Journal of Tropical Horticulture JURNAL AGRONIDA Jurnal Kelautan Nasional Molekul: Jurnal Ilmiah Kimia Jurnal Jamu Indonesia Jurnal Agronomi Tanaman Tropika (JUATIKA) Agroekoteknologi Tropika Lembab Jurnal Mutu Pangan : Indonesian Journal of Food Quality Indonesian Journal of Electrical Engineering and Computer Science Planta Simbiosa : Jurnal Tanaman Pangan dan Hortikultura Buletin Palawija Jurnal Risalah Kebijakan Pertanian dan Lingkungan Buletin Agroteknologi Jurnal Sains Terapan : Wahana Informasi dan Alih Teknologi Pertanian Jurnal Pusat Inovasi Masyarakat Journal of Agrosociology and Sustainability Indonesian Journal of Jamu Biodiversitas Journal of Biological Diversity
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : joiv international journal on informatics visualization

UAV-Based Segmentation and Correlation Analysis of Vegetation Indices for Cassava Crop Health Assessment Maryana, Sufiatul; Herdiyeni, Yeni; Wahjuni, Sri; Santosa, Edi
JOIV : International Journal on Informatics Visualization Vol 9, No 4 (2025)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.9.4.3078

Abstract

Cassava, an essential staple food with diverse applications, has been relatively underexplored in terms of health analysis using vegetation indices. Conventional field surveys face challenges in covering large areas due to resource constraints. Recent advancements in remote monitoring techniques, such as satellite imagery and Unmanned Aerial Vehicles (UAVs), offer a promising alternative. While satellite imagery enables broad-scale surveys, its limited spatial resolution restricts detailed analyses of individual plants or smaller ecosystems. UAV-based vegetation surveys commonly utilize Vegetation Indices (VI) to assess unique spectral information. This study investigated UAV-based methods for mapping cassava distribution in the Telaga Kahuripan smallholder plantation in Bogor, Indonesia, focusing on UAV imagery, segmentation, and vegetation indices to evaluate cassava plant health at 2, 5, and 8 months of age. The results revealed significant variations in vegetation indices across different cassava plant ages. Particularly, the highest values observed at 5 months of age indicated substantial growth, with NDVI and GNDVI values exhibiting R2 ranging from 0.95 to 0.98, indicating a strong correlation. The robust correlation between NDVI and GNDVI implies that both indices can effectively predict plant health using UAV-based monitoring. Comparisons with existing studies suggest potential variations attributable to factors such as geographical location, environmental conditions, and cultivation practices. Understanding these variations is crucial for refining monitoring techniques and informing agricultural practices. Consequently, the findings have implications for enhancing cassava health monitoring and optimizing agricultural practices to ensure sustainable crop production.
Co-Authors , Kholidi , Susilawati . SUBOWO Abdoellah, Soetanto Abdul Harris Burhan Abdul Roni Angkat Achmad Taufiq ADE WACHJAR Ade Wachjar Ade Wahjar Aditama, Ravi Aditya Wira Tantra Adolf P. Lonto ADOLF PIETER LONTOH Adolf Pieter Lontoh, Adolf Pieter Agik Suprayogi Agus Buono Agus Sufyan Ahmad Fadli Alghifari Ahmad Fadli Alghifari AHMAD JUNAEDI Ahmad Zamzami Akmal, Ajmir Alghifari, Ahmad Fadli Almas Lathuf Assyura Amirah, Nurul Anas Dinnurrohman Susila Anas Dinurrohman Susila Anas Miftah Fauzi Andi Gunawan Andi Gunawan Andreas Kefi ANDRIA AGUSTA Ani Kurniawati Anjeli Sulistianti Paisey Anung Wahyudi Arief Hartono Arisa Noguchi, Arisa Arjuna, Rizka Tri Arya Widura Aryani, Nabila Syarfina Atang Sutandi Azwar, Rani Azkiyah Bambang Sapta Purwoko Besse Amriati Besse Amriati Cahyaningrum, Laeli Dyah Tantri Candra Budiman Careca Sepdihan Rahmat Hidayatullah Chairunnisak, Chairunnisak Chusyairi, Ahmad Danang Aria Nugroho Daniel Happy Putra Darda Efendi Darius Dare Darmawansyah Darmawansyah Darmawansyah Dase Hunaefi Deden Derajat Matra Deden Drajat Matra Delvi Maretta Delvi Maretta Desta Wirnas Desvita Resti Faniqotuni'mah Dhika Prita Hapsari Diaguna, Ridwan Didy Sopandie Didy Sopandie DIDY SOPANDIE DINY DINARTY, DINY Dulbari Dulbari, Dulbari Dwi Guntoro Dwi Sutari Laksono Eka Maulidiya, Sherly Eko Sulistyono Elda Kristiani Paisey Elda Kristiani Paisey Elly Kristiati Agustin, Elly Kristiati Elsanti, . Endah Retno Palupi Endang Gunawan Eny Widajati Fajar Delli Wihartiko Faqih Udin Fatah, Muhammad Fatawa, Muhammad Ihsan Fatkhunnisa, Ratu Febrianto, Miftakhur Rizki Hidayat Feni Shintarika Fetty Dwi Rahmayanti Fifin Nashirotun Nisya Gani Tarigan, Abdul Gani Gatot Pramuhadi Gerson Hans Maure Ginanjar Pramudya Sakti Gunar Widiyanto, Gunar HAJRIAL ASWIDINNOOR Handian Purwawangsa Haniefan, Nafarain Agung Haq, Awfil Hariyadi Hayu Siwi Hayu Siwi Pribadi Herdhata Agusta Herman Wafom Tubur I Wayan Astika Imam Fauzi Fauzi Tanjung Imdad Julian Purwanto Irfan Rabani Irfanda, Munandar Is Helianti Is Helianti ISMI PUJI RUWAIDA Iswandi Anas Iswandi Anas Jaenudin Kartahadimaja Juang Gema Kartika Kailola, Joan Joulanda Grace Kanny, Putri Irene Karmanah, Karmanah Ken Takahata, Ken Khamdanah, . Krisantini Krisantini Kurniati Kurniati kuswanto, Lianah Laeli Dyah Tantri Cahyaningrum Limin, Atfritedy Luh Putu Ratna Sundari Lutfy Ditya Cahyanti, Lutfy Ditya M. RAHMAT SUHARTANTO Machfud Machfud MAGHFIRAH Marchella Putriantari Marlin Sefrila Martina, Ajeng Aulia Martini Aji Maryarti Sari Maryati Sari Matra, Deden Drajat Mega Fatimah Rosana Memen Surahman Mochamad Hasjim Bintoro Mohamad Rahmad Suhartanto Mohammad Iqbal Irfany MOHAMMAD TAJUDDIN Muh Agust Nur Fathoni Muhamad Achmad Chozin Muhamad Achmad Chozin Muhamad Zainul Fattah Muhammad Afif Fathin Ridho Muhammad Raihan Ferdiansyah Munandar Irfanda Nadia Dwi Kartika Nakano, Hajime Nani Yulianti Nareswari, Aptika Hana Prastiwi Ni Made Armini Wiendi Nina Ariesta Nindita, Anggi NIZAR NASRULLAH Nobuo Sugiyama Nobuo Sugiyama Nobuo Sugiyama Nurlailah Nurlailah Nurlela, Nurlela Nurul Hidayah NURUL HIDAYAH Nurul Khumaida Oktaviona, Winda Paisey, Elda Kristiani Panca Dewi Manu Hara Karti Pandi Ariansah Permatasari, Okti Syah Isyani Prathama, Mathias Purwanto, Imdad Julian Purwono Purwono Purwono Purwono Purwono PUTRI, AYU DIAH PUTU LAKSMI Putriantari, Marcella Rafi Fauzan Rahman, Rahayu Safitri Rahmat Budiarto Rahmawati, Nur Fajri Rahmayanti, Fetty Dwi Ramadhani, Detri Ardi Ramadhani, Rezky Puryan Ranti Wiliasih Ratu Fatkhunnisa Rd. Selvy Handayani Rianto, Dwi Fajar Rinaldi Sjahril, Rinaldi Riska sukmawati Ritonga, Arya Widura Rizka Tri Arjuna Roedhy Poerwanto Roedhy Poerwanto Roelly Ainul Yaqin Rofiq, Muhamad Abdul Rohman, Fadil Rosdiana, Siska Rosyad, Astyani Samudra, Ferdianto Budi Sandra Arifin Aziz Santun R.P. Sitorus Saputro, Imron Gempur Sari, and Maryati Sembiring, Wildan Kahfi SERI KAMILA Shafira Pratiwi Sherly Eka Maulidiya Sinaga, Falencia Siska Rosdiana Siti Halimah Siti Halimatus Sadiyah Slamet Susanto Sobir Sobir Sobir Sobir Soekisman Tjitrosemito Sri Nurdiati Sri Suryo Sukoraharjo Sri Wahjuni Stefano, Indra Mario SUBOWO GITOSUWONDO Sudoyo, Bobot Sufiatul Maryana Sugiyanta Sugiyanta Sulassih, . Sulistyono, dan Eko Supijatno Surono, . Suwandi, Syifa Damaianti Suwarto Suwarto Syaiful Anwar Tantra, Aditya Wira Thifany, Ariny Jihan Tjahja Muhandri Ulfha Junita Ulinnuha, Zulfa Utami Prawati Vallerina Armetha Wijaya, Aldi Kamal Winarso D. Widodo WINARSO DERAJAD WIDODO Winarso Drajad Widodo Yoko Mine Yoko Mine Yoko Mine Yonny Koesmaryono Yunus, Ismadi Zaman, Sofyan Zarima Wibawati