Lecture notes in networks and systems, Journal Year: 2024, Volume and Issue: unknown, P. 626 - 639
Published: Jan. 1, 2024
Language: Английский
Applied Sciences, Journal Year: 2023, Volume and Issue: 13(20), P. 11217 - 11217
Published: Oct. 12, 2023
Water-quality monitoring in urban lakes is of paramount importance due to the direct implications for ecosystem health and human well-being. This study presents a novel approach predicting Water Quality Index (WQI) an lake over span two decades. Leveraging power Machine Learning (ML) algorithms, we developed models that not only predict, but also provide insights into, intricate relationships between various water-quality parameters. Our findings indicate significant potential using ML techniques, especially when dealing with complex environmental datasets. The methods employed this are grounded both statistical computational principles, ensuring robustness reliability their predictions. significance our research lies its ability timely accurate forecasts, aiding proactive water-management strategies. Furthermore, delve into explanations behind success models, emphasizing capability capture non-linear patterns data, which traditional might overlook.
Language: Английский
Citations
10
Forests, Journal Year: 2024, Volume and Issue: 15(4), P. 655 - 655
Published: April 3, 2024
Exposure to green spaces (GSs) has been perceived as a natural and sustainable solution urban challenges, playing vital role in rapid urbanization. Previous studies, due their lack of direct spatial alignment attention human-scale perspective, struggled comprehensively measure GS exposure. To address this gap, our study introduces novel exposure assessment framework, employing machine learning street view images. We conducted large-scale, fine-grained empirical focused on downtown Shanghai. Our findings indicate pronounced hierarchical structure the distribution exposure, which initially increases subsequently decreases one moves outward from city center. Further, both micro macro perspectives, we employed structural equation modeling Geodetector investigate impact built environment results highlight that maintaining an appropriate level architectural density, enhancing combination sidewalks with GSs, emphasizing diversity regional characteristics, avoiding excessive concentration functions are effective approaches for increasing promoting human wellbeing. offers scientific insights planners administrators, holding significant implications achieving development.
Language: Английский
Citations
3
Sustainability, Journal Year: 2024, Volume and Issue: 16(8), P. 3383 - 3383
Published: April 18, 2024
Rapid urbanization and changing climatic procedures can activate the present surface urban heat island (SUHI) effect. An SUHI was considered by temperature alterations among rural surroundings. The zones were frequently warmer than regions because of population pressure, urbanization, vegetation insufficiency, industrialization, transportation systems. This investigation analyses Surface-UHI influence in Kolkata Municipal Corporation (KMC), India. Growing land (LST) may cause an impact ecological conditions regions. thermal field variation index (UTFVI) served as a qualitative quantitative barrier to susceptibility. maximum likelihood approach used conjunction with supervised classification techniques identify variations use cover (LULC) over chosen year. outcomes designated reduction around 1354.86 Ha, 653.31 2286.9 434.16 Ha for vegetation, bare land, grassland, water bodies, correspondingly. Temporarily, from years 1991–2021, built-up area increased 4729.23 Ha. highest LST 7.72 °C, while lowest 5.81 °C 1991 2021. showed negative link, according correlation analyses; however, experimentally measured positive correlation. inquiry will compel administration, planners, stakeholders observe humanistic activities thus confirm sustainable expansion.
Language: Английский
Citations
3
Elsevier eBooks, Journal Year: 2025, Volume and Issue: unknown, P. 347 - 362
Published: Jan. 1, 2025
Language: Английский
Citations
0
Stochastic Environmental Research and Risk Assessment, Journal Year: 2024, Volume and Issue: 38(10), P. 3963 - 3984
Published: Aug. 5, 2024
Language: Английский
Citations
2
Discover Sustainability, Journal Year: 2023, Volume and Issue: 4(1)
Published: Dec. 11, 2023
Abstract Sustainable urban development is an increasingly important concept as cities around the world continue to grow and face challenges related urbanization, including environmental degradation, social inequality, economic instability. Chiang Mai a rapidly growing city in Thailand that steers towards sustainability. In this work, we examine state of sustainable by analyzing various indicators, transportation, waste management, air quality, energy consumption. A multi-dimensional framework was used assess sustainability Mai. Our analysis suggests while has made progress some areas development, such promoting green transportation reduction consumption, there are still many be addressed, particularly pollution, water We conclude discussing implications our findings for policy makers, planners, other stakeholders interested development. This study assesses Mai’s using comprehensive set 35 indicators. It found potential but indicators require improvement. The presents guidelines prioritizing improving tourism, enhancing management research provides alternative evaluating valuable contribution field
Language: Английский
Citations
6
Resources Policy, Journal Year: 2023, Volume and Issue: 88, P. 104399 - 104399
Published: Nov. 24, 2023
Language: Английский
Citations
5
Theoretical and Applied Climatology, Journal Year: 2024, Volume and Issue: 155(6), P. 5297 - 5322
Published: April 5, 2024
Language: Английский
Citations
1
Marine Pollution Bulletin, Journal Year: 2024, Volume and Issue: 209, P. 117228 - 117228
Published: Nov. 13, 2024
Language: Английский
Citations
1
Journal of Environmental Management, Journal Year: 2024, Volume and Issue: 373, P. 123658 - 123658
Published: Dec. 9, 2024
Language: Английский
Citations
1