Integrating sustainability into cybersecurity: insights from machine learning based topic modeling

Discover Sustainability, Journal Year: 2025, Volume and Issue: 6(1)

Published: Jan. 21, 2025

Language: Английский

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Innovations and barriers in sustainable and green finance for advancing sustainable development goals

Frontiers in Environmental Science, Journal Year: 2025, Volume and Issue: 12

Published: Jan. 3, 2025

This study employs a mixed-methods approach to investigate the role of sustainable and green finance in advancing UN development goals (SDGs). We use quantitative bibliometric methods with machine learning-based BERTopic modeling case analysis reveal trends. presents cocitation SDGs visualize interconnectedness between goals, highlighting central SDG 13 (climate action) key linkages related economic growth (SDG 8), industry infrastructure 9), clean energy 7), environmental sustainability (SDGs 6, 15). The findings indicate that innovations such as fintech, social impact bonds, risk models are crucial for facilitating renewable investment mitigating impacts. identified barriers include high transaction costs insufficient institutional frameworks developing countries, hindering broader adoption tools. Case studies from South Africa, Brazil, other nations have examined implementation bonds loans. They highlight significant efforts by stakeholders these financial instruments support SDGs, particularly 7, 13, 17 (partnerships). However, challenges nascent regulatory environments, market barriers, capacity constraints persist, inhibiting mainstream integration. Key research avenues quantifying needs, tailoring instruments, derisking mechanisms foster cross-sector coordination international partnerships. underscores necessity innovative inclusive mobilize capital flows aligned priorities Global South. Future directions advanced data analytics, adaptation local contexts, technological integration, exploration dimensions finance. provides actionable insights policymakers, institutions, researchers, emphasizing driving global sustainability.

Language: Английский

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Plants Inspired Biomimetics Architecture in Modern Buildings: A Review of Form, Function and Energy

Biomimetics, Journal Year: 2025, Volume and Issue: 10(2), P. 124 - 124

Published: Feb. 19, 2025

Biomimicry architecture provides innovative solutions to contemporary environmental challenges by drawing inspiration from nature's strategies enhance sustainability and energy efficiency in the built environment. Plants, with their remarkable ability adapt changes light, temperature, humidity, serve as a central model for biomimetic design due potential optimize use improve building performance. By leveraging these natural principles, can significantly reduce carbon emissions create eco-friendly structures that respond dynamically conditions. This approach not only addresses urgent need sustainable development but also fosters harmony between human-made environments world. study offers comprehensive review of technologies, focusing on role improving Also, it examines range global case studies have successfully implemented biomimicry, showcasing its versatility effectiveness across diverse architectural contexts. Based insights, this research proposes novel inspired moonflower plant, which adapts environment responding external stimuli. The proposed applies adaptive solutions, enabling buildings performance interacting conditions such light temperature. analyzing principles applications, contributes growing body knowledge architecture. It highlights biomimicry balance economic growth, offering valuable insights architects, designers, policymakers seeking greener, more efficient environments.

Language: Английский

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Transformative Machine Learning Applications in Human Resource Management: A Systematic Literature Review

Studies in big data, Journal Year: 2025, Volume and Issue: unknown, P. 183 - 194

Published: Jan. 1, 2025

Language: Английский

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The role of forestry sciences in combating climate change and advancing sustainable development goals

Frontiers in Forests and Global Change, Journal Year: 2024, Volume and Issue: 7

Published: Oct. 1, 2024

Introduction As ecological disasters loom, forests play a crucial role in mitigating climate change and aligning with the United Nations Sustainable Development Goals (SDGs). This study aims to systematically examine contribution of forestry science research SDGs through multidisciplinary perspective, highlighting its advancing global sustainability efforts. Methods Utilizing PRISMA protocol, we conducted comprehensive analysis 39,841 publications since 2015, focusing on intersection sciences SDGs. Network keyword co-occurrence analyses were performed identify thematic clusters interdisciplinary linkages among Results Our findings indicate significant focus SDG 15 (Life Land) 13 (Climate Action), emphasizing sector’s contributions biodiversity conservation, mitigation, ecosystem services. The revealed centered around sustainability, sustainable energy, social development, demonstrating diverse ways which supports Discussion highlights nature identifies key areas while pointing potential gaps. Future should explore advanced technologies such as AI-driven analytics remote sensing, socioeconomic impacts forest-based livelihoods, innovative reforestation techniques. Strengthening urban forestry, enhancing cooperation, improving governance are recommended ensure continued

Language: Английский

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Breaking down to build up: how deconstruction and carbon finance foster sustainable, resilient construction in the industry 5.0 era

Construction Innovation, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 24, 2024

Purpose This study aims to seek and identify key enablers influencing the integration of deconstruction carbon finance improve sustainable resilient construction in Industry 5.0 era then examines how these relate one another rank, classify prioritize them appropriately. Design/methodology/approach adopts Integrated Decision-Making Trial Evaluation Laboratory-Interpretive Structural Modeling-Matrice d’impacts Croises Multiplication Appliquee a un Classment (DEMATEL-ISM-MICMAC) methodology. Findings The are circular economy approach with closed-loop material flow, prioritizing recovery reuse, structuring credits for affordability. Research limitations/implications industry can advance toward environmentally friendly, building techniques help achieve larger objectives neutrality environmental preservation by adopting study’s guiding principles. Practical implications implies switching rather than linear economic methods. It is still unrealistic zero emissions, which why important because it allows companies trade encourages negative activities structure affordably so that businesses all sizes participate. To extend lives current materials reduce waste, imperative maximize their reuse minimize disposal. Originality/value novelty this research lies introducing concepts sector, particularly focusing on phase, enhance sustainability resilience practices era.

Language: Английский

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Revolutionizing photocatalysis: Synthesis of innovative poly(N-tertiary-butylacrylamide)-graft-hydroxypropyl cellulose polymers for thermo-responsive applications via metal-free organic photoredox catalysis

International Journal of Biological Macromolecules, Journal Year: 2024, Volume and Issue: unknown, P. 138775 - 138775

Published: Dec. 1, 2024

Language: Английский

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