Air Quality Atmosphere & Health, Journal Year: 2025, Volume and Issue: unknown
Published: May 2, 2025
Language: Английский
Annals of GIS, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 28
Published: May 4, 2024
The study examines the complex dynamics of changes in LULC over three decades, focused on years 1992, 2002, 2012, and 2022. research highlights significance comprehending these alterations within framework environmental socio-economic consequences. land use cover (LULC) have significant far-reaching effects ecosystems, biodiversity, human livelihoods. This offers useful information for politicians, conservationists, urban planners by examining historical patterns forecasting future changes. utilized a Multilayer Perceptron Neural Network (MLP-NN), well-known machine learning technique that excels at collecting intricate patterns. model's design had layers: input, hidden, output. model underwent 10,000 iterations during its training process, thorough statistical analysis was conducted to assess impact each driving component. MLP-NN demonstrated impressive performance, with skill measure 0.8724 an accuracy rate 89.08%. estimates 2022 verified comparing them observed data, ensuring reliability. Moreover, presence evidence likely found be factor substantial model. effectiveness accurately predicting LULC. exceptional proficiency make it powerful tool forecasts. Identifying primary causes performance understanding their implications may help enhance management strategies, encourage spatial planning, guide accurate decision-making, facilitate development policies align sustainable growth development.
Language: Английский
Citations
20
Communications Earth & Environment, Journal Year: 2025, Volume and Issue: 6(1)
Published: Jan. 20, 2025
Language: Английский
Citations
2
Environmental and Sustainability Indicators, Journal Year: 2023, Volume and Issue: 21, P. 100319 - 100319
Published: Dec. 5, 2023
In the face of rapid urbanization, understanding and managing changes in Land Use Cover (LULC) is crucial for sustainability resilience urban ecosystems. Rapid growth resulting from LULC, can lead to fragmentation degradation Ecosystem Services (ES), including habitat provision, water regulation, air purification. This study investigates LULC Dhaka City, Bangladesh, 2010 2021 forecasts their future impacts on ES 2030 2040. Landsat images were processed using Google Earth Engine platform, a cellular automata technique was integrated with an Artificial Neural Network (ANN) mapping prediction. Results showed increase built-up areas 31% 42% between 2021, projected decrease 34% 32% 2040, respectively. Water bodies, vegetation, agricultural land declined but are expected trend indicates growing awareness need sustainable environment ecosystem development. The value predicted drop $172.66 $160.23 over thirty years (2010–2040), primarily due bodies ($7.64) ($6.89). However, by 2040 suggests potential recovery enhancement these values through practices. Future use policies should promote agriculture resource management while fostering against growth. approach will ensure development informs strategies supporting natural management, quality decisions, planning. It underscores importance integrating into benefit both city's inhabitants.
Language: Английский
Citations
39
Groundwater for Sustainable Development, Journal Year: 2024, Volume and Issue: 25, P. 101115 - 101115
Published: Feb. 11, 2024
Language: Английский
Citations
10
Journal of Open Innovation Technology Market and Complexity, Journal Year: 2024, Volume and Issue: 10(3), P. 100319 - 100319
Published: June 15, 2024
Healthcare systems pose a continuous concern and challenge for countries worldwide. Effective governance plays pivotal role in managing these systems, ensuring the well-being of current future generations. In this context, digital transformation emerges as key catalyst change. E-government, with its potential to foster integrated policies public services, holds promise driving healthcare improving delivery efficiency. This study aims comprehensively analyze impact e-government on within context 27 European Union (EU) over period from 2011 2022. Leveraging Tobit model, results showed that development is positive determinant country's ability achieve transformative changes system. The findings underscore services reshaping advancing services. As nations strive meet evolving needs their populations enhance sustainability healthcare, powerful enabler research contributes growing body evidence supporting integration promoting efficient, effective, equitable It provides valuable insights policymakers stakeholders, emphasizing importance prioritizing drive improvements, ultimately benefiting both present
Language: Английский
Citations
10
Earth Systems and Environment, Journal Year: 2025, Volume and Issue: unknown
Published: Jan. 2, 2025
Language: Английский
Citations
1
Sustainable Futures, Journal Year: 2025, Volume and Issue: unknown, P. 100619 - 100619
Published: April 1, 2025
Language: Английский
Citations
1
Indonesian Journal of Education Research (IJoER), Journal Year: 2024, Volume and Issue: 5(2), P. 69 - 75
Published: April 1, 2024
Purpose of the study: The main aim this research is to evaluate relationship between knowledge, attitudes and dietary behavior in young adults area around Pondok Tinggi health center.. Methodology: Correlational type quantitative methods were used research. sampling technique simple random sampling. collecting a questionnaire on behavior. Data analysis uses correlation hypothesis testing with prerequisite tests for normality linearity. Main Findings: results show that there significant people's knowledge These findings indicate better about healthy eating patterns positive towards significantly contribute adoption adults. Thus, provides evidence education increasing awareness importance can be an effective strategy improving public health. Novelty/Originality This offers holistic approach evaluating aged 20-44 years Community Health Center, Sungai Banyak City, Jambi province, highlighting these factors community promotion.
Language: Английский
Citations
5
Journal of Multidisciplinary Applied Natural Science, Journal Year: 2025, Volume and Issue: 5(1), P. 228 - 242
Published: Jan. 18, 2025
Most of the global population lives in urban areas, which also serve as hubs economy, industry, and government activities. Various factors that affect quality cities have been studied different locations. This article reviews various papers examine environmental indicators areas can be extracted from remote sensing data. The first aspect is vegetation cover, known index normalized difference (NVDI), second surface temperature, land temperature (LST). In this work, conditions countries are compared with Indonesia based on these indicators. It found NDVI LST widely used to analyze conditions. has a negative correlation temperature. High creates discomfort life brings mental stress residents living those areas. Based bibliometric analysis network map, it there 30 most relevant words or terms keywords “urban sensing” “remote environment indicator” highest frequency occurrence relevance. study input for policymakers planners formulate spatial planning policies oriented towards sustainability research current topics related sensing-based
Language: Английский
Citations
0
Environmental Monitoring and Assessment, Journal Year: 2025, Volume and Issue: 197(2)
Published: Jan. 30, 2025
Language: Английский
Citations
0