Applications of Generative Large Language Models in Environmental Science: A Systematic Review
Abstract
1596 9251
Applications of Generative Large Language Models in Environmental Science: A Systematic Reviewby
Abstract
Environmental science addresses critical global challenges, including climate change, biodiversity loss, and sustainability. These complex topics generate a vast amount of both structured and unstructured data, from remote sensing output to policy documents, guidelines, and scientific literature. Effectively processing and utilizing this information is essential for advancing research and supporting decision-making. Large Language Models (LLMs) have shown remarkable capabilities in natural language understanding an [...] 1596 9251 |
Evidence-Based Rapid Review of Clean Cooking: Lessons for Nigeria and Other Developing EconomiesAbstract
Biomass-fuel use by over 2 billion of the world’s population contributes to their poor respiratory health and climate change. This paper traces the history of clean cooking and explores strategies for its sustained adoption in developing countries, such as Nigeria, drawing on global lessons from past successes and failures. This study employed a rapid review methodology to synthesize evidence and inform decision-making on the adoption of clean cooking. The research was guided by a central question on how to p [...] 1352 9508 |
Treatment of Contaminated Water Collected from River Getsi Using Enhanced Natural Coagulant Prepared from Chrysophyllum Albidium Seedsby
Abstract
The high cost of chemical coagulants for water treatment leads most people in rural communities to resort to readily available surface water, which is usually of low quality, exposing them to various waterborne diseases. It is in this light, that research was conducted to assess the effectiveness of a cheap enhanced natural coagulant prepared from Chrysophyllum albidium seeds for the treatment of contaminated water sampled from River Getsi, which serves as a source of potable water for the society. The coagulants s [...] 802 3559 |
Air Pollution Control Engineering in Urban and Congested AreasAbstract
The study aims to evaluate the progressive increase in energy systems pollutant emissions due to the efficiency loss and continuous deterioration in the energy conversion process. The paper analyzes the GHG, nitrous oxide, sulfur dioxide, and fine particle emissions from vehicles, residential and commercial heating systems, public buildings, health centers, and industrial conglomerates, with the servicing time and degradation level. The analysis applies to various emitting gases or small particle systems, which gen [...] 781 3558 |
Comparison of Compressed Air Flow Measurement Techniques for Industrial Energy Efficiency EnhancementAbstract
Across the industrial sector, compressed air is utilized as an easy-to-use and readily accessible tool in a variety of applications. This tool is commonly misunderstood as being more efficient than it is in reality. Air compression is energy intensive and thus both economically and environmentally costly. Compressed air typically only achieves around ~15% efficiency if judged by the energy delivered from the air, meaning approximately 5-6 kWh are wasted for every 1 kWh of useful work performed by compressed air. Du [...] 1048 7148 |
The Intra-Institutional Waste Management in Montevideo Healthcare CentersAbstract
Healthcare Waste (HCW) management is a pressing challenge in Latin America, where insufficient regulatory enforcement, poor segregation practices, and the lack of accurate generation data hinder sustainable waste management. This study presents a methodological proposal for the internal management of HCWs in Healthcare Centers (HCCs) in Uruguay, based on Decree 586/009 and developed through a situational diagnosis conducted at the Hospital de Clínicas "Dr. Manuel Quintela." The diagnosis involved the qualitative an [...] 880 5875 |
An Overview of the Hydrocarbon Sector in India for Carbon Capture ScopeAbstract
The hydrocarbon sector in India plays a pivotal role in the country's energy landscape, encompassing exploration, production, refining, and distribution activities. This abstract provides a concise overview of the sector's current status, challenges, and prospects. India's hydrocarbon reserves range from conventional to unconventional sources, with significant potential yet to be tapped. However, the sector faces challenges such as declining production from mature fields, technological limitations in ex [...] 1041 8908 |
Analysis of Global Scientific Production on Health Service Waste through Bibliometric and Scientometric Indicatorsby
Abstract
Inadequate management of healthcare waste represents a significant challenge to public health and the environment. This study aims to analyze global scientific production on healthcare waste using bibliometric and scientometric indicators, providing a comprehensive overview of research trends and areas of interest. Data from academic databases were used to map the temporal distribution of publications, identify the leading countries, institutions, and researchers involved, and evaluate collaboration networks and jo [...] 874 4363 |
Utilizing Machine Learning to Map Aquatic Weed Yields for Biochar Production: A Case Study in the Bangweulu Wetlands, ZambiaAbstract
Aquatic weeds present significant ecological and socio-economic challenges in the Bangweulu Wetlands of northern Zambia, where their proliferation disrupts aquatic ecosystems, impedes fishing activities, and affects local livelihoods. Despite these challenges, aquatic weeds also offer a unique opportunity for sustainable biochar production, a clean alternative cooking fuel that can alleviate pressure on diminishing forest resources. This study explores the application of machine learning (ML) techniques to estimate [...] 943 5050 |
Hydrochemical Characteristics of Groundwater in the Mutoshi Deposit Environment, Kolwezi (Lualaba, DR Congo)Abstract
This study examines the hydrochemical characteristics of groundwater in the Mutoshi mining environment in Kolwezi, Democratic Republic of Congo, addressing gaps in understanding the impact of mining on water quality. Despite the DRC's vast water resources, only 26% of the urban population has access to safe drinking water, with the Mutoshi aquifer, providing over a quarter of Kolwezi's drinking water, facing deterioration due to underlying copper and cobalt-rich geological formations. Groundwater and geological sam [...] 895 7106 |
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