Harnessing artificial intelligence for sustainable environmental remediation a review DOI
Srinivasan Balakumar, Mahesh Narayanan, M. Kamaraj

et al.

International Journal of Environmental Science and Technology, Journal Year: 2025, Volume and Issue: unknown

Published: June 2, 2025

Language: Английский

European Green Deal Strategies for Agriculture in Dynamic Urbanised Landscapes DOI Creative Commons
Anne Gobin, Inge Uljee

Land, Journal Year: 2025, Volume and Issue: 14(2), P. 424 - 424

Published: Feb. 18, 2025

Land use change and agricultural management have a considerable impact on land patterns greenhouse gas (GHG) emissions in dynamic urbanised landscapes. This study evaluated sustainable allocation strategies line with the European Green Deal. A constrained cellular automata model was employed to assess impacts of Business-as-Usual (BAU), Sharing (LSH), Sparing (LSP) scenarios, using open-access data from Flanders (Belgium). Under BAU, urban expansion reduced unregistered by 495 km2, leading higher GHG despite an 11% increase green space. LSH increased space 36% enhanced landscape diversity, while LSP improved habitat coherence 24%. Livestock-related methane (3.09 Mt CO2e) dominated emissions, comprising more than 75% total, cattle responsible for 73% emissions. Nitrous oxide 1.60 CO2e 1.44 1.43 (LSP), 1.42 (LSH) CO2e. Forest sequestration offset up 34% total removing −1.35 Deal measures mitigated all achieving highest gains. The results highlight need spatial that integrate practices balance productivity, nature conservation, climate action under

Language: Английский

Citations

2

Exploring the urban heat island phenomenon in a tropical medium-sized city: insights for sustainable urban development DOI
Larissa Vieira Zezzo, Priscila Pereira Coltri, Vincent Dubreuil

et al.

Environmental Monitoring and Assessment, Journal Year: 2025, Volume and Issue: 197(4)

Published: March 20, 2025

Language: Английский

Citations

0

Artificial intelligence to evaluate the impact of urban green and blue spaces on chlorophyll-a concentrations DOI Creative Commons

Panchali U Fonseka,

Lakindu Mampitiya, Namal Rathnayake

et al.

Environmental Science and Pollution Research, Journal Year: 2025, Volume and Issue: unknown

Published: March 22, 2025

Abstract Urbanization is accelerating rapidly, highlighting the critical role of aligning with sustainable development goals, urban green and blue spaces (UGS UBS). These play a crucial in enhancing health well-being city residents terms ecology. Acknowledging importance ecology, this study utilizes Sentinel-2A data support vector machine classification, aimed to identify UGS UBS. To examine connections between UBS, specific indices, spectral bands, textures were calculated. Additionally, concentration chlorophyll, vital indicator ecological health, was assessed using three indices. Structural equation modeling employed elucidate relationship UBS their impact on chlorophyll for years 2017 2023. In model, exhibited positive path coefficient (0.25) chlorophyll-a, indicating that an increase associated levels. Conversely, 2023, turned negative (− 0.83), presenting stark contrast model. This shift suggests potential environmental or changes, such as alterations quality type spaces, potentially including more non-native ornamental plants contribute less overall can be subjected pollution, soil compaction, other stressors reduce plant health. Similarly, showed its from − 0.99 1.8 suggesting improvements cleaner water planning strategies at reducing pollution. The consistent across both bodies are not contributing Chl levels due complex interactions surroundings. However, further research essential delve into these dynamics comprehend implications sustainability.

Language: Английский

Citations

0

Remote sensing analysis of urban heat island dynamics in Bahir Dar and Hawassa, Ethiopia: The role of vegetation, urbanization, and climate DOI
Aramde Fetene

Environmental Challenges, Journal Year: 2025, Volume and Issue: 19, P. 101139 - 101139

Published: March 27, 2025

Language: Английский

Citations

0

Climate risk and resilience: evaluating their impact on sustainable development in South Asia DOI
Masud Rana

Theoretical and Applied Climatology, Journal Year: 2025, Volume and Issue: 156(6)

Published: May 17, 2025

Language: Английский

Citations

0

Harnessing artificial intelligence for sustainable environmental remediation a review DOI
Srinivasan Balakumar, Mahesh Narayanan, M. Kamaraj

et al.

International Journal of Environmental Science and Technology, Journal Year: 2025, Volume and Issue: unknown

Published: June 2, 2025

Language: Английский

Citations

0