An intelligent agriculture monitoring framework for leaf disease detection using YOLOv7 DOI
Thabet Righi, Mohammed Charaf Eddine Meftah, Abdelkader Laouid

и другие.

STUDIES IN ENGINEERING AND EXACT SCIENCES, Год журнала: 2024, Номер 5(2), С. e10498 - e10498

Опубликована: Ноя. 12, 2024

Agriculture is one of the most important economic sectors on which societies have relied since ancient times. With recent development technology, agriculture has also been incorporating modern techniques such as Internet Things and Artificial Intelligence to improve productivity monitor farming process. One agriculture’s prominent issues spread plant diseases lack real-time monitoring. Various systems operations recently developed predict diagnose diseases. However, current selective, focusing a specific aspect without addressing other aspects, resulting in either partial or compound application results, rendering desired outcomes ineffective. To deal with challenges, we propose an intelligent framework for monitoring disease detection, namely system using YOLOv7. In proposed framework, rule-based policy designed detecting online leaf monitoring, sensors, surveillance cameras. Images leaves captured by different cameras are sent central cloud servers detection. The improved YOLOv7 technology utilized evaluated dataset diseased tomato leaves, comparing it models based various performance metrics demonstrate its effectiveness, achieving accuracy 96%.

Язык: Английский

Strategizing sustainable food security in Saudi Arabia: A policy and scenario approach to agricultural resilience DOI
Nadia Yusuf, Chokri Kooli, Haitham Khoj

и другие.

Outlook on Agriculture, Год журнала: 2025, Номер unknown

Опубликована: Янв. 8, 2025

Saudi Arabia confronts major challenges in ensuring food security amid sustainability constraints that are exacerbated by freshwater scarcity and a dependency on imports. This study seeks to holistically assess the Kingdom's agricultural landscape light of its Vision 2030 objectives as well broader global initiatives such Sustainable Development Goals. Drawing from review reports, including 2015 Agricultural Census Production Survey Publications spanning 2025–2021, research relies two-pronged methodology focused scenario policy analyses. By envisioning possible future scenarios grounded present-day data contrasting Arabia's efforts with examples, we provide comprehensive extension service recommendations. A separate focus has been placed technological modernization key role extensions actualizing directives. The culminates discussing areas concern for sector, complemented constructive suggestions deeper pursuits. Our findings stress significance water-saving technology like hydroponics greenhouse farming efficient agriculture. Moreover, strengthened, science-based system integrating policies goals is vital climate-resilient security. serves foundation scholars stakeholders aiming navigate path toward sustainable resilient future.

Язык: Английский

Процитировано

0

Towards the Concept of Smart Municipality: Agribusiness Model Integrating Rural and Urban Areas for Organic Food Production: A Review DOI Open Access
Clayton Pereira de Sá, Regina Pagani, André Luiz Przybysz

и другие.

Sustainability, Год журнала: 2025, Номер 17(3), С. 1015 - 1015

Опубликована: Янв. 26, 2025

Smart cities leverage information and communication technologies to enhance urban life quality, essential in densely populated environments requiring comprehensive planning. A critical area settings is food production delivery, where effective management becomes vital. New can assist, but require models that support innovative commercialization methods. This study proposes an integration model between family farming—producers of organic food—and areas—consumers these products. The focuses on the delivery meet demands, serving as a tool transformation areas into smart municipalities. Additionally, this suggests alternative certification method for within farming. systematic literature review was conducted using Methodi Ordinatio methodology. Content analysis selected articles identified strategies adopt promote certification, emphasizing transparent governance, public procurement policies, participatory systems. proposed aims reduce bureaucracy improve farmers’ income, aligning with several Sustainable Development Goals: SDG 2 (Zero Hunger), 8 (Decent Work Economic Growth), 11 (Sustainable Cities Communities), 12 (Responsible Consumption Production), 15 (Life Land), 17 (Partnerships Goals).

Язык: Английский

Процитировано

0

Digital Twin Technology for Aquaculture Systems Simulation DOI

Bejawada Chanikya Naidu,

M Sahana,

Muzammal Hoque

и другие.

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

0

Land Use Process and Procedure of Urban Farming Decision for Food Security in Malaysia DOI Open Access
Siti Hafsah Zulkarnain,

Noraini Omar Chong,

Roslina Idris

и другие.

IOP Conference Series Earth and Environmental Science, Год журнала: 2025, Номер 1452(1), С. 012044 - 012044

Опубликована: Фев. 1, 2025

Abstract The goal of the research is to explore different strategies and measures enhance food security in Malaysia through sustainable system approaches such as developing domestic sources, private public participation, accessibility safe foods at affordable prices assured healthy practices so that country can meet challenges future. A review journals, government policy acts related process procedure involved decision making land use for urban farming. National Food Security Action Plan 2021-2025 concentrates on efforts create a system, aligning with global objectives market affordability enhancing local production, well decreasing reliance imports foreign workers. document presents flowchart, process, farming use, following an analysis current literature.

Язык: Английский

Процитировано

0

Kajian Implementasi dan Manfaat Pertanian Perkotaan pada Kelompok Tani di Kota Bogor DOI Creative Commons

Sukma Aprilia Islami,

Tati Budiarti,

Afra Donatha Nimia Makalew

и другие.

Jurnal Penyuluhan, Год журнала: 2025, Номер 21(01), С. 74 - 90

Опубликована: Апрель 17, 2025

Peningkatan jumlah penduduk di Kota Bogor telah menyebabkan terjadinya alih fungsi lahan. Praktik pertanian perkotaan dapat menjadi solusi keberlanjutan lingkungan dan pemenuhan pangan lokal. Penelitian ini bertujuan mengidentifikasi upaya penerapan, manfaat, kendala, serta berdasarkan persepsi kelompok tani. dilakukan melalui survei, wawancara, kuesioner pada sampel 40 tani yang dipilih metode purposive sampling. Analisis data secara deskriptif nilai indeks skala Likert. Hasil penelitian menunjukkan bahwa penerapan umumnya luas lahan terbatas dengan komoditas utama berupa sayuran. Persepsi dinilai baik (nilai 0,80), kendala tergolong sedang (indeks 0,53). Manfaat sangat dirasakan oleh 0,84, terutama dalam aspek sosial yaitu sebagai sarana edukasi peningkatan interaksi sosial. Keberlanjutan 0,76). Konsep dasar pengembangan diarahkan untuk mengoptimalkan pemanfaatan terbuka disekitar masyarakat berkelanjutan mendukung ketahanan ekonomi rumah tangga memperhatikan regulasi kebijakan, lingkungan, sosial, ekonomi, teknologi.

Процитировано

0

Impact of water availability on food security in GCC: Systematic literature review-based policy recommendations for a sustainable future DOI Creative Commons
Lara G. Moussa, Midhun Mohan, Pavithra S. Pitumpe Arachchige

и другие.

Environmental Development, Год журнала: 2024, Номер unknown, С. 101122 - 101122

Опубликована: Ноя. 1, 2024

Язык: Английский

Процитировано

2

The green generation: a survey of environmental attitudes among university students in the United Arab Emirates DOI
Khawlah M. AL-Tkhayneh, Sanaa Ashour

Journal of Applied Research in Higher Education, Год журнала: 2024, Номер unknown

Опубликована: Авг. 3, 2024

Purpose In this study, we evaluated university students’ attitudes towards environmental issues, with a particular focus on the cohort’s understanding of climate change and knowledge issues. We also explored whether gender or major (natural sciences vs humanities social sciences) impact to Design/methodology/approach surveyed undergraduate students (n = 1,310) using an online questionnaire comprising 17 statements that reflect concerns. This was constructed 5-point Likert Scale tested for reliability validity ensure its precision consistency in assessing targeted constructs. Findings The results revealed had medium level positive environment. While no significant differences based were observed, from different majors significantly differed degree which they endorsed environment, those majoring natural reporting stronger These findings warrant implementation mandatory courses environment at UAE universities so as enhance awareness foster Originality/value Unlike previous studies may have focused narrowly specific behaviors, research offers broad yet detailed assessment by incorporating factors such students' academic gender. By comparing across fields study—natural versus sciences, study provides new insights into how educational background demographic variables shape perceptions. approach allows more nuanced influence among young adults, potentially guiding interventions.

Язык: Английский

Процитировано

1

Transforming Indian Agriculture Through Technology: Harvesting Potential Benefits and Challenges of Digitalization in Indian Agriculture Sector DOI Open Access
Suhas Patel,

M. Della Monica,

Sendhilkumar Manoharan

и другие.

Shanlax International Journal of Arts Science and Humanities, Год журнала: 2024, Номер 11(S3-Feb), С. 225 - 233

Опубликована: Фев. 28, 2024

India’s economy is still largely based on its agriculture sector. Even while percentage of GDP has gradually decreased over time—roughly 15% according to recent estimates—it nevertheless employs an astounding 58% the labour force. This corresponds around 800 million lives that are inextricably linked prosperity agricultural pursuits. Smart farming potential provide a powerful dose efficiency and innovation this critical industry. According studies, adopting smart techniques widely could increase productivity by up 30%. would result in large creation millions new jobs industries like data analysis, technology development, equipment manufacturing.

Язык: Английский

Процитировано

0

An intelligent agriculture monitoring framework for leaf disease detection using YOLOv7 DOI
Thabet Righi, Mohammed Charaf Eddine Meftah, Abdelkader Laouid

и другие.

STUDIES IN ENGINEERING AND EXACT SCIENCES, Год журнала: 2024, Номер 5(2), С. e10498 - e10498

Опубликована: Ноя. 12, 2024

Agriculture is one of the most important economic sectors on which societies have relied since ancient times. With recent development technology, agriculture has also been incorporating modern techniques such as Internet Things and Artificial Intelligence to improve productivity monitor farming process. One agriculture’s prominent issues spread plant diseases lack real-time monitoring. Various systems operations recently developed predict diagnose diseases. However, current selective, focusing a specific aspect without addressing other aspects, resulting in either partial or compound application results, rendering desired outcomes ineffective. To deal with challenges, we propose an intelligent framework for monitoring disease detection, namely system using YOLOv7. In proposed framework, rule-based policy designed detecting online leaf monitoring, sensors, surveillance cameras. Images leaves captured by different cameras are sent central cloud servers detection. The improved YOLOv7 technology utilized evaluated dataset diseased tomato leaves, comparing it models based various performance metrics demonstrate its effectiveness, achieving accuracy 96%.

Язык: Английский

Процитировано

0