Data Driven Models for Contact Tracing Prediction: A Systematic Review of COVID-19 DOI Creative Commons

Saravanan Muthaiyah,

Thein Oak Kyaw Zaw, Kalaiarasi Sonai Muthu Anbananthen

и другие.

Emerging Science Journal, Год журнала: 2022, Номер 7, С. 17 - 28

Опубликована: Сен. 24, 2022

The primary objective of this research is to identify commonly used data-driven decision-making techniques for contact tracing with regards Covid-19. virus spread quickly at an alarming level that caused the global health community rely on multiple methods tracking transmission and disease through systematic tracing. Predictive analytics were critical in determining its prevalence incidence. Articles accessed from primarily four sources, i.e., Web Science, Scopus, Emerald, Institute Electrical Electronics Engineers (IEEE). Retrieved articles then analyzed a stepwise manner by applying Preferred Reporting Items Systematic Reviews Meta-Analyses (PRISM) guided authors eligibility inclusion. PRISM results evaluated summarized total 845 articles, but only 38 them selected as eligible. Logistic regression SIR models ranked first (11.36%) supervised learning. 90% indicated learning useful prediction. most common specialty healthcare specialties was infectious illness (36%). This followed closely epidemiology (35%). Tools such Python SPSS (Statistical Package Social Sciences) also popular, resulting 25% 16.67%, respectively. Doi: 10.28991/ESJ-2023-SPER-02 Full Text: PDF

Язык: Английский

Heavy metals and arsenic stress in food crops: Elucidating antioxidative defense mechanisms in hyperaccumulators for food security, agricultural sustainability, and human health DOI
Prabhat Kumar, Christian Sonne, Ki‐Hyun Kim

и другие.

The Science of The Total Environment, Год журнала: 2023, Номер 874, С. 162327 - 162327

Опубликована: Фев. 20, 2023

Язык: Английский

Процитировано

65

Recurring patterns of SDG interlinkages and how they can advance the 2030 Agenda DOI Creative Commons

Thérèse Bennich,

Åsa Persson, Raphaëlle Beaussart

и другие.

One Earth, Год журнала: 2023, Номер 6(11), С. 1465 - 1476

Опубликована: Окт. 25, 2023

The Sustainable Development Goals (SDGs) set a vision for more sustainable world, to be realized by 2030. Progress date is insufficient and implementation challenges are many, including the need strategies that maximize synergies mitigate trade-offs conflicts among goals. This scoping review synthesizes 51 recent scientific articles on interlinkages, with findings can help decision-makers address this challenge. We identify recurring patterns of SDG SDGs promote other (e.g., 4, 6, 17) those at risk due negative impacts from progress in areas 14 15). Such inform national local implementation. Further research needed clarify systemic roles some 10–12), understand causal relationships, assess policy options. make six recommendations science interlinkages knowledge accessible systematically use knowledge.

Язык: Английский

Процитировано

43

Reshaping marine debris management post-COVID-19: Integrating adaptive attributes for enhanced community engagement DOI
I Wayan Koko Suryawan, Imelda Masni Juniaty Sianipar, Chun‐Hung Lee

и другие.

Ocean & Coastal Management, Год журнала: 2024, Номер 253, С. 107149 - 107149

Опубликована: Апрель 15, 2024

Язык: Английский

Процитировано

28

Plastic wastes in the time of COVID-19: Their environmental hazards and implications for sustainable energy resilience and circular bio-economies DOI Open Access
Prabhat Kumar, Christian Sonne, Song Hyo-jin

и другие.

The Science of The Total Environment, Год журнала: 2022, Номер 858, С. 159880 - 159880

Опубликована: Окт. 31, 2022

Язык: Английский

Процитировано

48

Transition to a sustainable food supply chain during disruptions: A study on the Brazilian food companies in the Covid-19 era DOI Open Access
Zahra Fozouni Ardekani, Seyed Mohammad Javad Sobhani, Marcelo Werneck Barbosa

и другие.

International Journal of Production Economics, Год журнала: 2023, Номер 257, С. 108782 - 108782

Опубликована: Янв. 13, 2023

Язык: Английский

Процитировано

31

Role of water-energy-food nexus in environmental management and climate action DOI Creative Commons

Lalawmpuii Lalawmpuii,

Prabhat Kumar

Energy Nexus, Год журнала: 2023, Номер 11, С. 100230 - 100230

Опубликована: Авг. 10, 2023

The demand for water, energy, and food resources increased in tandem with the world's population, industrialization, urbanization. Anthropogenic sources of environmental pollutants degrade water while population expansion contributes to rising non-renewable energy which further enhances greenhouse gas emissions. Also, maintaining security/-safety is another challenge needs be addressed securing 'planetary public health'. sustainability programs, pragmatic studies, strategies from regulatory/scientific institutions attempt reduce depletion these mitigate challenges however, individualistic approaches proves inadequate. Therefore, present review emphasizes use Water-Energy-Food (WEF) Nexus as a tool combat degradation, address climate action, achieve Sustainable Development Goals (SDGs). In this article, we investigate methodological paradigm application WEF an inter-related framework through case studies on resources, efficiency, urban production, waste reduction, cross-sectoral perspectives, circular economy. It has been widely observed that excessive exploitation influences global supply demand, availability, resilience socio-economic sector. such perturbations sectors were found inextricably linked change. results revealed nexus approach stimulates multilevel inter-sectoral governance, thereby aiding complexities inefficiencies achieving SDGs. prioritization strategy, especially under event COVID-19 can holistic sustainably utilise natural help sustainability.

Язык: Английский

Процитировано

31

Coupling bioremediation and biorefinery prospects of microalgae for circular economy DOI

Michael Van Lal Chhandama,

Prabhat Kumar,

Lalawmpuii Lalawmpuii

и другие.

Bioresource Technology Reports, Год журнала: 2023, Номер 22, С. 101479 - 101479

Опубликована: Май 17, 2023

Язык: Английский

Процитировано

24

Green finance instruments and empowering sustainability in East Asian economies DOI Creative Commons
Yarong Shi, Bo Yang

Humanities and Social Sciences Communications, Год журнала: 2025, Номер 12(1)

Опубликована: Янв. 3, 2025

This academic research delves into the effects of sustainable finance market on sustainability industrial and agricultural sectors across six East Asian economies, utilizing cross-sectional augmented autoregressive distributed lag (CS-ARDL) model. With Asia's heightened vulnerability to climate change, region exhibits significant potential for initiatives. Analyzing data from 2000 2020, study uncovers robust correlations between value green development in both agriculture industry. A marginal 1% rise results substantial improvements development, particularly within sector. Conversely, CO2 emissions, GDP, CPI are found have detrimental sustainability, highlighting necessity balanced economic growth environmental stewardship. In contrast, variables such as official exchange rate an educated populace emerge pivotal drivers underscoring importance policy interventions educational initiatives fostering responsibility. The implications economies include strategic allocation resources, enhanced education awareness programs, implementation targeted policies address challenges.

Язык: Английский

Процитировано

1

Low temperature cracking behavior of modified asphalt mixture under modes I and III DOI
Ehsan Tabasi, Mohammad Zarei, Alireza Naseri

и другие.

Theoretical and Applied Fracture Mechanics, Год журнала: 2023, Номер 128, С. 104150 - 104150

Опубликована: Окт. 24, 2023

Язык: Английский

Процитировано

21

Magnetic graphene oxide-zinc oxide nanocomposite for enhanced photocatalytic degradation of azithromycin under normal sunlight DOI

Vineeta Singh,

Sujoy Kumar Samanta

Journal of Environmental Management, Год журнала: 2024, Номер 370, С. 122571 - 122571

Опубликована: Сен. 21, 2024

Язык: Английский

Процитировано

5