Application of self-organizing map (SOM)-based approach to explore the relationship between land use and water quality in Deqing County, Taihu Lake Basin

No abstract is available for this paper.

• Publication year

  2022

• Venue

  Land Use Policy

• Publication date

  2022-08-01

• Fields of study

  Not labeled

• Identifiers
  DOI 10.1016/j.landusepol.2022.106205
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• A commentary on Botswana’s 2019 National Land Policy

  2021cited by this paper
• Climate-related land use policies in Brazil: How much has been achieved with economic incentives in agriculture?

  2021cited by this paper
• Spatial scale effects of the variable relationships between landscape pattern and water quality: Example from an agricultural karst river basin, Southwestern China

  2020cited by this paper
• An integrated GIS approach to analyze the impact of land use change and land cover alteration on ground water potential level: A study in Kangsabati Basin, India

  2020cited by this paper
• Interaction between urban land expansion and land use policy: An analysis using the DPSIR framework

  2020cited by this paper
• Watershed management index based on the village watershed model (VWM) approach towards sustainability

  2020cited by this paper
• The impact of forestry as a land use on water quality outcomes: An integrated analysis

  2020cited by this paper
• Impacts of alternative land-use policies on water ecosystem services in the Río Grande de Comitán-Lagos de Montebello watershed, Mexico

  2020cited by this paper
• Exploring the effect of basin land degradation on lake and reservoir water quality in China

  2020cited by this paper
• Stable classification with limited sample: transferring a 30-m resolution sample set collected in 2015 to mapping 10-m resolution global land cover in 2017.

  2019cited by this paper
• Anthropogenic influences on the water quality of the Baiyangdian Lake in North China over the last decade.

  2019cited by this paper
• Land use pattern, irrigation, and fertilization effects of rice-wheat rotation on water quality of ponds by using self-organizing map in agricultural watersheds

  2019cited by this paper
• Where does land use matter most? Contrasting land use effects on river quality at different spatial scales.

  2019cited by this paper
• Landscape Characteristics Affecting Spatial Patterns of Water Quality Variation in a Highly Disturbed Region

  2019cited by this paper
• Influences of land use metrics at multi-spatial scales on seasonal water quality: A case study of river systems in the Three Gorges Reservoir Area, China

  2019cited by this paper
• Modeling the response of river nutrient conditions to land use changes in lowland artificial watersheds (polders)

  2019cited by this paper
• The combined use of self-organizing map technique and fuzzy c-means clustering to evaluate urban groundwater quality in Seoul metropolitan city, South Korea

  2019cited by this paper
• Forecasting PM10 hourly concentrations in northern Italy: Insights on models performance and PM10 drivers through self-organizing maps

  2018cited by this paper
• Using self-organizing map for coastal water quality classification: Towards a better understanding of patterns and processes.

  2018cited by this paper
• The influence of hydrological and land use indicators on macrophyte richness in lakes – A comparison of catchment and landscape buffers across multiple scales

  2018cited by this paper
• Assessing how spatial variations of land use pattern affect water quality across a typical urbanized watershed in Beijing, China

  2018cited by this paper
• A data-mining framework for exploring the multi-relation between fish species and water quality through self-organizing map.

  2017cited by this paper
• Sources, distribution and export coefficient of phosphorus in lowland polders of Lake Taihu Basin, China.

  2017cited by this paper
• Influence of spatial variation in land-use patterns and topography on water quality of the rivers inflowing to Fuxian Lake, a large deep lake in the plateau of southwestern China

  2017cited by this paper
• Influence of land use and land cover patterns on seasonal water quality at multi-spatial scales

  2017cited by this paper
• Impact of land use on water quality in the upper Nisa catchment in the Czech Republic and in Germany.

  2017cited by this paper
• Land use policy and spatiotemporal changes in the water area of an arid region

  2016cited by this paper
• Influences of the land use pattern on water quality in low-order streams of the Dongjiang River basin, China: A multi-scale analysis.

  2016cited by this paper
• Ponds and their catchments: size relationships and influence of land use across multiple spatial scales

  2016cited by this paper
• New insight into the correlations between land use and water quality in a coastal watershed of China: Does point source pollution weaken it?

  2016cited by this paper
• Impact of landscape pattern at multiple spatial scales on water quality: A case study in a typical urbanised watershed in China

  2015cited by this paper
• Integrated Ecological River Health Assessments, Based on Water Chemistry, Physical Habitat Quality and Biological Integrity

  2015cited by this paper
• Influences of land use on water quality in a reticular river network area: A case study in Shanghai, China

  2015cited by this paper
• Relationships between land use patterns and water quality in the Taizi River basin, China

  2014cited by this paper
• Characterizing effects of landscape and morphometric factors on water quality of reservoirs using a self-organizing map

  2014cited by this paper
• Inferring land use and land cover impact on stream water quality using a Bayesian hierarchical modeling approach in the Xitiaoxi River Watershed, China.

  2014cited by this paper
• Watershed-scale evaluation for land-based nonpoint source nutrients management in the Bohai Sea Bay, China

  2013cited by this paper
• Surface water quality assessment using self-organizing maps and Hasse diagram technique

  2012cited by this paper
• Nitrogen runoff dominates water nitrogen pollution from rice-wheat rotation in the Taihu Lake region of China

  2012cited by this paper
• Interaction of landscape setting and stream flow seasonality on nitrogen concentrations in a subtropical river, China

  2012cited by this paper
• Watershed land use effects on lake water quality in Denmark.

  2012cited by this paper
• Iron occurrence in soils and sediments of a coastal catchment: A multivariate approach using self organising maps

  2010cited by this paper
• Stream modification patterns in a river basin: Field survey and self-organizing map (SOM) application

  2010cited by this paper
• Linking land-use type and stream water quality using spatial data of fecal indicator bacteria and heavy metals in the Yeongsan river basin.

  2010cited by this paper
• Land-use proximity as a basis for assessing stream water quality in New York State (USA)

  2010cited by this paper
• Effects of land use on aquatic macrophyte diversity and water quality of ponds

  2010cited by this paper
• Review of the Self-Organizing Map (SOM) approach in water resources: Commentary

  2009cited by this paper
• Landscape ecological approach to the relationships of land use patterns in watersheds to water quality characteristics

  2009cited by this paper
• A New Method for Data Integration and Integrated Data Interpretation : Self-Organising Maps

  2007cited by this paper
• Relating landscape characteristics to non-point source pollution in mine waste-located watersheds using geospatial techniques.

  2007cited by this paper
• Spatial patterns of macroinvertebrate functional feeding groups in streams in relation to physical variables and land-cover in Southwestern France

  2007cited by this paper
• Ecological characteristics of small farmland ponds: Associations with land use practices at multiple spatial scales

  2006cited by this paper
• Scale dependence of landscape metrics and their indicatory value for nutrient and organic matter losses from catchments

  2005cited by this paper
• Self-organized formation of topologically correct feature maps

  2004cited by this paper
• Applications of artificial neural networks for patterning and predicting aquatic insect species richness in running waters

  2003cited by this paper
• Clustering of the self-organizing map

  2000cited by this paper
• A Cluster Separation Measure

  1979cited by this paper

• Revealing nested archetypes of cropland abandonment based on social-ecological system theory

  2026cites this paper
• Assessment and modeling of the hydrochemical evolution of the Rmel aquifer (NW Morocco): geostatistical approaches and machine learning for sustainable management

  2025cites this paper
• Analyzing cropland fragmentation evolution and driving mechanisms in Shandong through MSPA and landscape metrics integration

  2025cites this paper
• Assessing coastal vulnerabilities impacting drinking water sources and sanitation: spatial, multivariate and ML approach in Satkhira, Bangladesh

  2025cites this paper
• Water-Quality Spatiotemporal Characteristics and Their Drivers for Two Urban Streams in Indianapolis

  2025cites this paper
• Combination of multivariate statistical analysis and inverse mixing modeling to unravel the solute sources and hydrological processes in a typical small urbanized watershed

  2025cites this paper
• Self-organizing maps for water quality assessment in reservoirs and lakes: A systematic literature review

  2025cites this paper
• Land Use and Land Cover Maps for Stream Water Quality Assessment in Spatial Buffers: A Systematic Review of Recent Trends (2020–2024)

  2025cites this paper
• Spatiotemporal Water Quality Assessment in Spatially Heterogeneous Horseshoe Lake, Madison County, Illinois Using Satellite Remote Sensing and Statistical Analysis (2020–2024)

  2025cites this paper
• Characteristics and partitions of traditional and emerging organophosphate esters in soil and groundwater based on machine learning.

  2024cites this paper
• Assessment of water quality for mountainous high-elevated spring waters using self-organized maps

  2024cites this paper
• Spatial response of water level and quality shows more significant heterogeneity during dry seasons in large river-connected lakes

  2024cites this paper
• Considering scale effects in water quality analysis to enhance the precision of influencing factor response analysis

  2024cites this paper
• Tracing groundwater nitrate sources in an intensive agricultural region integrated of a self-organizing map and end-member mixing model tool

  2024cites this paper
• Validation of CrAssphage Microbial Source Tracking markers and comparison with Bacteroidales Markers for Detection and Quantification of Faecal Contaminations in Surface Water.

  2024cites this paper
• Hydrochemical assessments and driving forces of water resources in coal mining areas: a case study of the Changhe River Basin, Shanxi

  2023cites this paper
• Spatio-temporal variation of groundwater pollution in urban wetlands and management strategies for zoning.

  2023cites this paper
• Research progress on the content and distribution of rare earth elements in rivers and lakes in China.

  2023cites this paper
• Effects of land use and slope on water quality at multi-spatial scales: a case study of the Weihe River Basin

  2023cites this paper
• Quantitative source apportionment and driver identification of soil heavy metals using advanced machine learning techniques.

  2023cites this paper
• Potentially hazardous metals in the sediment of a subtropical bay in South China: Spatial variability, contamination assessment and source apportionment.

  2022cites this paper