Data mining techniques for LULC analysis using sparse labels and multisource data integration for the hilly terrain of Nilgiris district, Tamil Nadu, India DOI
R. Kumaraperumal,

M. Nivas Raj,

S. Pazhanivelan

et al.

Earth Science Informatics, Journal Year: 2024, Volume and Issue: 18(1)

Published: Dec. 9, 2024

Language: Английский

Spatiotemporal analysis of urban expansion and its impact on farmlands in the central Ethiopia metropolitan area DOI Creative Commons
Kalid Hassen Yasin, Anteneh Derribew Iguala, Tadele Bedo Gelete

et al.

Discover Sustainability, Journal Year: 2025, Volume and Issue: 6(1)

Published: Jan. 17, 2025

Urban growth in sub-Saharan Africa presents significant challenges to sustainable development, food security, and environmental conservation. The rapid urban expansion impact on agricultural land reduction central Ethiopian metropolitan areas (Addis Ababa Sheger city) exemplify these issues while simultaneously offering opportunities for development. This study aims quantify characterize the spatiotemporal dynamics of Addis surrounding city, explicitly focusing understanding farmlands. supervised random forest (RF) classification Google Earth Engine platform was used prepare use cover (LULC) 1990, 2000, 2010, 2023. employed an analytical framework incorporating multiple methodologies: intensity analysis at interval, categorical, transitional levels trajectories; gradient direction distance analyses examine spatial patterns; Land Expansion Index (LEI) Landscape Dynamic Typology (LDT) metrics morphology area. results revealed that edge is predominant mode primarily affecting farmlands eastern section. Built-up quadrupled between 1990 2023, whereas arable declined. Intensity changes, particularly Our LDT showed stable increased LULC changes from findings highlight need revised development strategies Ethiopia focus compact efficient safeguarding lands, aligning with SDGs 2, 11, 15 promote balanced ensures sustainability.

Language: Английский

Citations

2

Analysis of LULC Change Dynamics That Have Occurred in Tuscany (Italy) Since 2007 DOI Creative Commons
Lorenzo Arcidiaco, Manuela Corongiu

Land, Journal Year: 2025, Volume and Issue: 14(3), P. 443 - 443

Published: Feb. 20, 2025

The dynamics of Land Use/Land Cover changes are crucial to environmental sustainability, socio-economic development, and spatial planning. These stem from complex interactions between human activities, natural processes, policies. In recent decades, LULC transformations have been linked global challenges such as biodiversity loss, climate change, resource degradation. Key drivers include urban sprawl, agricultural expansion abandonment, deforestation, emphasizing the need for effective frameworks monitor assess their impacts. This study investigates (LULC) in Tuscany (Italy) over period 2007 2019. To achieve this, statistical analyses were conducted quantify variations across different classes administrative territories represented by provincial local authorities. Specifically, data spanning five temporal intervals (2007, 2010, 2013, 2016, 2019) enabled a comprehensive comparative analysis persistence patterns. Changes assessed using approach based on Odds Ratios (OR). Additionally, Generalized Linear Models (GLMs) at level employed facilitate one-to-many comparisons evaluate significance observed changes. revealed that certain exhibit greater susceptibility compared others. categorized under ’Artificial Surfaces’ (LC_100) were, average, 6.7 times more likely undergo than those classified ’Agricultural Areas’ (LC_200) 11 ’Forest Semi-natural (LC_300). Over time, areas artificial exhibited progressively decreasing probability change. Notably, during first update (2007–2010), these 3.5 susceptible change most (2016–2019). An additional significant finding emerged comparison regions governed authorities (Provinces). findings underscore potential indicators morphological parameters analyze trends. proposed provides robust framework interpreting territorial resilience informing planning strategies effectively.

Language: Английский

Citations

0

Improving Efficiency and Sustainability of the Waste-Economy-Environment Nexus in Isolated Island Communities: A Stochastic Inexact Mixed-Integer Fractional Optimization Model DOI Creative Commons
Ziyu Wang, Zixuan Lu, Xiujuan Chen

et al.

Process Safety and Environmental Protection, Journal Year: 2025, Volume and Issue: unknown, P. 107003 - 107003

Published: March 1, 2025

Language: Английский

Citations

0

Urbanization and forecast possibilities of land use changes by 2050: New evidence in Ho Chi Minh city, Vietnam DOI Creative Commons
Nguyen Tran Tuan, Gábor Hegedűs, Nguyễn Thị Phương

et al.

Open Agriculture, Journal Year: 2025, Volume and Issue: 10(1)

Published: Jan. 1, 2025

Abstract Research on land use change (LUC) is considered as one of the important studies contributing to assessment efficiency and development appropriate policies for sustainable in current urbanization period. Modeling a method simulating changes based understanding LUC laws forecasting future LUC. This study uses Markov chains simulate probability transition matrix forecast Ho Chi Minh (HCM) city by 2050. The research results show that three main groups HCM were agricultural land, residential water. group occupied largest area, but it has decreased nearly 10% from 2000 2020. In contrast, urban had strong increasing trend, with an increase 25% after 20 years. terms spatial distribution, tended develop directions: east, southwest, northwest. With accuracy 91%, predicts 2030, will still account more than half city’s 2050, this only less 40%. projected become 50%. As result, shows difference target 2030.

Language: Английский

Citations

0

Impact of Bands Number on LULC Classification Accuracy in Sentinel-2 Images DOI
Safaa Hadi Al-Jebory, Hadab Khalid Obayes

Communications in computer and information science, Journal Year: 2025, Volume and Issue: unknown, P. 97 - 115

Published: Jan. 1, 2025

Language: Английский

Citations

0

Land use and land cover change trends, drivers and its impacts on ecosystem services in burayu sub city, Ethiopia DOI Creative Commons

Moibon Gabisa,

Gizachew Kabite,

Siraj Mammo

et al.

Frontiers in Environmental Science, Journal Year: 2025, Volume and Issue: 13

Published: April 24, 2025

Land use and land cover (LULC) change represents a critical environmental challenge that significantly impacts the Earth’s systems ecosystem services leads to degradation economic loss. The main objective of this study was investigate trend LULC change, drivers, its on in Burayu sub-city, Shager City, Ethiopia. used satellite images from four time periods, Landsat Series sensors’ 4, 5, 8, at 10-year intervals understand spatial temporal dynamics by using integration GIS RS techniques under supervised classification system. Respondent interviews, focus group discussions (FGDs), field observations were employed. In addition, address drivers changes area, multifaceted method followed observations. A modified benefit transfer evaluate service value (ESV) response change. revealed population growth, urbanization, agricultural expansion, infrastructure development driving composition area over past 30 years. Croplands have decreased 51.2% 30.3%, forest has dropped 32.9% 15%, grassland fallen 12.7% 6.1%. On other hand, settlement areas expanded 2.5% 46.9%, total natural capital $368.7million $227.0 million per year. Therefore, it is possible conclude significant declining values occurred area. local government should develop comprehensive plan, balance urban with preservation, strengthen law enforcement, increase public awareness minimize urbanization services.

Language: Английский

Citations

0

Water Depth Correction-Based Classification Combination Method for Extracting Shallow Sea Reef Geomorphological Information: A Case Study of Xisha Chau and Zhaoshu Island DOI Creative Commons
Zhichun Lu, Weidong Zhu,

Daxing Lei

et al.

Journal of Marine Science and Engineering, Journal Year: 2025, Volume and Issue: 13(2), P. 300 - 300

Published: Feb. 6, 2025

Remote sensing monitoring and geomorphologic change analysis of coral reefs are great practical significance for the ecological protection sustainable development reef area resources. A WBMD scheme is proposed to better extract information from island environments Xisha, China. Satellite imagery, after preprocessing, subjected water depth correction mitigate influence on reflectance. maximum likelihood classification model then used geomorphological classification, followed by refinement through a decision tree model, forming scheme. The overall accuracy Xisha Chau Zhaoshu Island based was 97.07% 95.07%. Using this analyze geomorphology 2014 2018 reveals that degradation mainly distributed in lagoon slope around lagoon, has been shrinking year year, while gray sand increased, areas other types exhibit fluctuating changes. Previous studies have indicated area, where significant also observed, raising an alarm conservation efforts

Language: Английский

Citations

0

Data mining techniques for LULC analysis using sparse labels and multisource data integration for the hilly terrain of Nilgiris district, Tamil Nadu, India DOI
R. Kumaraperumal,

M. Nivas Raj,

S. Pazhanivelan

et al.

Earth Science Informatics, Journal Year: 2024, Volume and Issue: 18(1)

Published: Dec. 9, 2024

Language: Английский

Citations

0