Towards Improving Sustainable Water Management in Geothermal Fields: SVM and RF Land Use Monitoring

Journal of Human Earth and Future, Год журнала: 2024, Номер 5(2), С. 216 - 242

Опубликована: Июнь 1, 2024

The management and monitoring of land use in geothermal fields are crucial for the sustainable utilization water resources, as well striking a balance between production renewable energy preservation environment. This study primarily compared Support Vector Machine (SVM) Random Forest (RF) machine learning methods, using satellite imagery from Landsat 8 Sentinel 2 2021 2023, to monitor Patuha area. objective is improve practices by accurately categorizing different cover types. comparative analysis assessed efficacy these techniques upholding sustainability regions. examined application SVM RF techniques, with particular emphasis on parameter refinement model assessment, enhance classification accuracy. By employing Kernlab e1071 algorithm comparison, research sought produce precise Land Use Model Map, which underscores significance advanced analytical environmental management. approach was utmost importance improving reinforcing practices. evaluation methods demonstrates superiority terms accuracy, stability, precision, particularly intricate urban settings, hence establishing it preferred tasks demanding high reliability. areas alignment Sustainable Development Goals (SDGs) 6 15, fosters conservation ecosystems. Doi: 10.28991/HEF-2024-05-02-06 Full Text: PDF

Язык: Английский

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An IoT-driven framework based on sensor technology for smart greenhouses and precision agriculture

International Journal on Smart Sensing and Intelligent Systems, Год журнала: 2025, Номер 18(1)

Опубликована: Янв. 1, 2025

Abstract Greenhouses play a key role in sustainable agriculture by addressing food security, climate change, and resource challenges. They enable year-round crop production under controlled conditions but are often labor-intensive resource-inefficient. Advances Internet of Things (IoT) technologies offer solutions automating processes like monitoring, regulation, irrigation control. These optimize use, reduce waste, enhance sustainability. This paper introduces an IoT-driven framework combining sensor technology cloud computing to greenhouse operations. Implemented smart prototype, the includes web, desktop, mobile applications for real-time operational demonstrate IoT's potential precision promoting efficiency, sustainability, scalability. The also supports AI-driven data collection analysis, contributing smarter decision-making. practical, cost-effective, eco-friendly solution addresses growing demands modern agriculture, advancing sustainability technological integration farming practices.

Язык: Английский

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E-commerce operations and technology perceptions in promoting farmers' adoption of green production technologies: Evidence from rural China

Journal of Environmental Management, Год журнала: 2024, Номер 370, С. 122628 - 122628

Опубликована: Сен. 26, 2024

Язык: Английский

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Exploring the impact of copper oxide nanoparticles on the biocontrol activity and plant growth promotion of Trichoderma asperellum

Journal of Hazardous Materials Letters, Год журнала: 2025, Номер unknown, С. 100147 - 100147

Опубликована: Фев. 1, 2025

Язык: Английский

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Assessing the Impact of Nitrogen Regulatory Policies on Fertilizer Use and Food Production Elasticity

Journal of Cleaner Production, Год журнала: 2025, Номер unknown, С. 145218 - 145218

Опубликована: Март 1, 2025

Язык: Английский

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5G Opportunities in the South Pacific: Leveraging Low-Band Spectrum for Socio-Economic Development

HighTech and Innovation Journal, Год журнала: 2024, Номер 5(2), С. 508 - 533

Опубликована: Июнь 1, 2024

This paper explores the potential for deployment of 5G communication in South Pacific, with a particular focus on leveraging low-band spectrum socio-economic development. The purpose this study is to assess feasibility deploying infrastructure Pacific region, analyze benefits it may bring, and propose strategies maximize these benefits. research methodology includes comprehensive review existing literature strategies, impacts telecommunications infrastructure, case studies similar initiatives other regions. findings show that technology using has significantly improve connectivity, healthcare, education, economic opportunities Pacific. Additionally, proposes innovative approaches address challenges such as development remote areas affordability marginalized communities. contributes by providing tailored recommendations inequalities thereby contributing region. Provides new perspective possibilities structure. Doi: 10.28991/HIJ-2024-05-02-020 Full Text: PDF

Язык: Английский

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Energy and Fertigation Consumption and Economic Viability of a Light Blocking Film in Greenhouse Lettuce Production

Journal of Cleaner Production, Год журнала: 2024, Номер 479, С. 144013 - 144013

Опубликована: Окт. 18, 2024

Язык: Английский

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Towards a risk-based food safety management system in the fresh produce supply chain in Da Nang, Viet Nam

Heliyon, Год журнала: 2024, Номер 10(12), С. e32701 - e32701

Опубликована: Июнь 1, 2024

Food safety has emerged as a paramount concern for both Vietnamese consumers and the government. However, limited data are available on food management systems in Viet Nam. This study identified significant gaps good agricultural hygienic practices along fresh produce chain (farmers traditional wholesalers/market sellers) region of Da Nang, was achieved through survey farmers (n = 100) sellers 100), which researchers further supplemented by microbiological analysis E. coli, Salmonella spp., Listeria monocytogenes leafy greens, water contact with surfaces (hands). The results indicated that 86.0 % 54.0 received training last 3 years; women dominated vegetable cultivation but also trading. Farm-level deficiencies included inadequate handwashing practices, lack documentation manure application schedules, improper washing drying harvest tools, failure to keep containers elevated off ground, storage vegetables, covering containers, respectively 34.0 %, 30.3 12.1 41.7 7.9 executing practice prescribed WHO/FAO '5 keys growing safer fruits vegetables'. As sellers, most dominant (<50.0 compliance) were way keeping ground before, during, after harvesting. confirmed that, total 36 samples including mustard cucumber, lettuce, crown daisy, number positive L. 12, 2, 10 respectively. Samples hands irrigation showed high contamination coli. Based gaps, risk communication tools developed distributed amongst farmers, Nang authority (governmental organisation performing inspections markets). intervention, two trained safe vegetables (managerial intervention) instructed use tap instead uncontrolled surface (technological intervention). A post-assessment conducted, redoing analysis. outcome these interventions terms resulting improved hygiene levels produce. findings from this research have potential provide model development science-based strategy alternative chains or geographic areas emerging countries.

Язык: Английский

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Food shopping behavior in the grip of health and economic concerns: a study on nuclear and extended families

Environment Development and Sustainability, Год журнала: 2024, Номер unknown

Опубликована: Ноя. 13, 2024

Язык: Английский

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Recent Advances on Microplastics and Nanoplastics Impacts to the United Nations’ Sustainable Development Goal 2—Zero Hunger: a Systematic Review

Water Air & Soil Pollution, Год журнала: 2024, Номер 235(12)

Опубликована: Ноя. 12, 2024

Язык: Английский

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