Revolutionizing Water Quality Monitoring with Artificial Intelligence: A Systematic Review by Mahmoud Saleh Al-Khafaji, Layth Abdulameer, Muthanna M. A. AL-Shammari, Najah M. L. Al Maimuri, Anmar Dulaimi, Dhiya Al‑Jumeily

“…These findings offer policymakers actionable insights, advocating for hybrid frameworks that integrate AI with existing infrastructure to bridge urban-rural disparities in water management. …”
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Analysis of international climate change governance for the agriculture, forest and land use sector: Gaps and recommendations for future improvement by María Jose Sanz, Ana Karla Perea Blazquez

“…Our findings indicate that while existing governance frameworks address barriers through guidance, rule-setting, transparency and accountability, support for implementation, and knowledge dissemination, gaps remain, particularly in guidance and signalling, transparency and rules and standards. …”
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Solid Waste Management awareness and practices in coastal communities by Ricksterlie C Verzosa, Francis Jay M Katipunan, Jose Gabriel B Lumangyao, Emily S Antonio

“…However, there was lack of familiarity with legal and regulatory frameworks (X̄=1.97), including the Republic Act 9003 and local ordinances related to SWM. …”
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Is European current climate regulation strategy feasible? A comparative analysis of “Fit for 55” green transition package for V4 and LEU4 by Jacek Brożyna, Jintao Lu, Wadim Strielkowski

“…However, the feasibility of these targets varies across Member States due to the differences in economic structures, energy mixes, and policy frameworks. This study evaluates the prospects of achieving “Fit for 55” goals for the Visegrad Group (V4) countries (Czech Republic, Hungary, Poland, and Slovakia) compared to the four largest EU economies (LEU4) (Germany, France, Italy, and Spain).We employ time-series forecasting using the ARIMA model, supplemented by a comparative assessment of energy policies and past trends in GHG emissions, renewable energy shares, and energy consumption. …”
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Implementation of a media-based citizen science project learning model using a scientific approach in Civic Education to enhance student critical thinking skills by Abd Halim Momo, Muhamad Saleh, La Iru, Syahbudin Syahbudin, Salimin Salimin, Irawaty Irawaty, Wa Ode Reni, Nerlin Nerlin, Muhrajan Piara

“…This research focuses on creating effective learning models and frameworks for instilling character values in schools. …”
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Game-Optimization Modeling of Shadow Carbon Pricing and Low-Carbon Transition in the Power Sector by Guangzeng Sun, Bo Yuan, Han Zhang, Peng Xia, Cong Wu, Yichun Gong

“…Conversely, under a pessimistic scenario with sluggish technology development and weak regulatory frameworks, there are substantially higher transition costs. …”
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Addressing Nutritional Challenges through Agricultural Extension: A Comprehensive Systematic Review of Nutrition-Sensitive Interventions by Kenneth K. Orjinta, Blessing J. Anyibama, Oluwakemi Temitope Olayinka, Abiola B. Obafemi, Gbeminiyi E. Ogunwale, Emmanuel O. Fadipe

“…Recommendations include capacity building, technological scaling, and policy alignment to embed AES within national nutrition frameworks, advancing Sustainable Development Goal 2 (Zero Hunger). …”
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The impact of LLM chatbots on learning outcomes in advanced driver assistance systems education by Mohsin Murtaza, Chi-Tsun Cheng, Bader M. Albahlal, Muhana Magboul Ali Muslam, Mansoor Syed Raza

“…Our research advocates the integration of LLM-driven tools in educational and policy-making frameworks to improve the effectiveness of teaching complex systems. …”
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A triple pronged approach for ulcerative colitis severity classification using multimodal, meta, and transformer based learning by Md. Nasim Ahmed, Dipta Neogi, Muhammad Rafsan Kabir, Shafin Rahman, Sifat Momen, Nabeel Mohammed

“…In parallel, we leverage multimodal pre-trained frameworks (e.g., CLIP, BLIP, FLAVA) integrated with conventional machine learning algorithms, yielding an accuracy of 83%. …”
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Optimizing Cervical Cancer Diagnosis with Feature Selection and Deep Learning by Łukasz Jeleń, Izabela Stankiewicz-Antosz, Maria Chosia, Michał Jeleń

“…These reduced feature sets were evaluated using several classifiers including support vector machines and compared with CNN-based approach, highlighting differences in accuracy and precision. …”
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Advances in impact force identification: A comprehensive review of techniques and mathematical innovations by Hamed Kalhori, Shabnam Tashakori, Ben Halkon, Mehrisadat Makki Alamdari, Bing Li, Morteza Saberi

“…Notable emerging directions include hybrid physics-informed machine learning frameworks, domain adaptation and transfer learning to alleviate data dependency, and incremental learning paradigms suited for real-time deployment. …”
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Emulation With Uncertainty Quantification of Regional Sea‐Level Change Caused by the Antarctic Ice Sheet by Myungsoo Yoo, Giri Gopalan, Matthew Hoffman, Sophie Coulson, Holly Kyeore Han, Christopher K. Wikle, Trevor Hillebrand

“…Abstract Projecting regional sea‐level change under various climate‐change scenarios typically involves running forward simulations of the Earth's gravitational, rotational and deformational (GRD) response to ice‐mass change, which requires substantial computational cost if applied to probabilistic frameworks requiring thousands to millions of samples. …”
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The effect of credit risk on the cash dividend policy of banks listed on the Palestine Stock Exchange by Saleem Khoffash, Bahaa Subhi Awwad

“…OLS with multiple regression analysis was used to evaluate the relationship between the independent variables and the dependent variable. …”
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Current readiness on food fraud risk mitigation in developing countries: a review by Hafiz Muhammad Rizwan Abid, Sadia Aslam, Nisreen Alwan, Nauman Khalid

“…Currently, most developing countries have a food fraud mitigation readiness status ranging from low to moderate. Weak regulatory frameworks, lack of enforcement, the socio-economic situation, and the surveillance system gaps are some of the major reasons for low to moderate risk mitigation readiness. …”
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Employee well-being and job satisfaction in tourism: Insights from a systematic review and content analysis by Pınar Çelik, Nisa Ekşili, Andreas Papatheodorou

“…The study aims to identify current knowledge, theoretical frameworks, research methodologies, and trends, while highlighting gaps and suggesting areas for future research within the service marketing triangle context. …”
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Enhancing system resilience to climate change through artificial intelligence: a systematic literature review by Rym Ayadi, Rym Ayadi, Yeganeh Forouheshfar, Omid Moghadas

“…The analysis classifies AI applications across nine key sectors and evaluates their relevance to adaptation, mitigation, or both. …”
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Integrating Ethical, Cultural, and Legal Dimensions into Higher Education: Advancing 21st-Century Competencies in Central Asia by Fazliddin Jalilov, Rokhat Safarova, Akmaljon Akramov, Elbek Musayev, Ulzana Rakhimova, Siyovush Shukrullayev, Xosiyatxon Mirzaxmetova

“…The study concludes with policy recommendations for integrating ECL frameworks into national education standards, thus bridging values-based education with empirical impact. …”
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Biodiversity Monitoring in Constructed Wetlands: A Systematic Review of Assessment Methods and Ecosystem Functions by Marvin John Uy, Miguel Enrico Robles, Yugyeong Oh, Md Tashdedul Haque, Cloie Chie Mueca, Lee-Hyung Kim

“…These findings highlight a critical need for CW-specific biodiversity monitoring frameworks that integrate microbial, plant, and faunal assessments using functionally relevant phylogenetic indices such as Rao’s Quadratic Entropy and Faith’s Phylogenetic Diversity. …”
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Gender and urban health: a Latin American structured tool for research and policy by Lidia Maria de Oliveira Morais, Elis Borde, Paula Guevara, Roxana Valdebenito, Laura Baldovino-Chiquillo, Olga L. Sarmiento, Alejandra Vives Vergara, Amélia Augusta de Lima Friche, Waleska Teixeira Caiaffa

“…The study encompassed: (1) a narrative literature review of feminist urbanism frameworks and the Delphi method to select the most appropriate dimensions; (2) a thorough examination of data availability and indicators in three studies of urban transformation interventions in Brazil, Colombia, and Chile to evaluate data availability and local interest; and (3) an urban health dialogue with the relevant indicators. …”
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The potential of plant-derived vesicles in treating periodontitis and associated systemic diseases: current advances and future directions by Zongshuai Liu, Yonglin Guo, Yifei Deng, Juhua Shao, Xin Huang, Zhengguo Cao

“…However, overcoming limitations in production consistency, mechanistic understanding, and regulatory frameworks is critical to advancing their clinical application. …”
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