AIMC Topic: Lakes

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Influence of Industrialization and Environmental Protection on Environmental Pollution: A Case Study of Taihu Lake, China.

International journal of environmental research and public health Nov 23, 2018
In order to quantitatively study the effect of environmental protection in China since the twenty-first century and the environmental pollution projected for the next ten years (under the model of extensive economic development), this paper establish...
Conservation of Natural Resources Geologic Sediments Benzo(a)pyrene Bayes Theorem Environmental Pollution Cadmium Industrial Development Neural Networks, Computer Lakes China Environmental Monitoring Water Pollutants, Chemical
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Physical evolution of the Three Gorges Reservoir using advanced SVM on Landsat images and SRTM DEM data.

Environmental science and pollution research international Mar 15, 2018
The Three Gorges Reservoir (TGR) is one of the largest hydropower reservoirs in the world. However, changes of the important physical characteristics of the reservoir covering pre-, during-, and post- dam have not been well studied. This study analyz...
Radar Remote Sensing Technology Forests Water Supply China Support Vector Machine Lakes Farms
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Multi-scale analysis of the relationship between landscape patterns and a water quality index (WQI) based on a stepwise linear regression (SLR) and geographically weighted regression (GWR) in the Ebinur Lake oasis.

Environmental science and pollution research international Dec 22, 2017
Water quality is highly dependent on landscape characteristics. This study explored the relationships between landscape patterns and water quality in the Ebinur Lake oasis in China. The water quality index (WQI) has been used to identify threats to w...
China Environmental Monitoring Spatial Regression Lakes Rivers Water Quality Linear Models Grassland
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Metal-organic framework UiO-66 for rapid dispersive solid phase extraction of neonicotinoid insecticides in water samples.

Journal of chromatography. B, Analytical technologies in the biomedical and life sciences Dec 21, 2017
UIO-66 crystals were explored for the first time to adsorb neonicotinoid insecticides in environmental water samples. HPLC coupled with tandem MS was used for quantification and determination of neonicotinoid insecticides. UiO-66 crystals was success...
Metal-Organic Frameworks Drinking Water Reproducibility of Results Solid Phase Extraction Water Pollutants, Chemical Hydrogen-Ion Concentration Neonicotinoids Lakes Insecticides Osmolar Concentration Adsorption Linear Models Limit of Detection
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Integrating multisensor satellite data merging and image reconstruction in support of machine learning for better water quality management.

Journal of environmental management Jun 28, 2017
Monitoring water quality changes in lakes, reservoirs, estuaries, and coastal waters is critical in response to the needs for sustainable development. This study develops a remote sensing-based multiscale modeling system by integrating multi-sensor s...
Water Image Processing, Computer-Assisted Machine Learning Environmental Monitoring Water Quality Lakes
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Using self-organizing maps to infill missing data in hydro-meteorological time series from the Logone catchment, Lake Chad basin.

Environmental monitoring and assessment Jun 9, 2016
Hydro-meteorological data is an important asset that can enhance management of water resources. But existing data often contains gaps, leading to uncertainties and so compromising their use. Although many methods exist for infilling data gaps in hydr...
Neural Networks, Computer Artificial Intelligence Algorithms Lakes Chad Environmental Monitoring Rivers Meteorology
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Modeling Dynamic Systems with Efficient Ensembles of Process-Based Models.

PloS one Apr 14, 2016
Ensembles are a well established machine learning paradigm, leading to accurate and robust models, predominantly applied to predictive modeling tasks. Ensemble models comprise a finite set of diverse predictive models whose combined output is expecte...
Models, Biological Predatory Behavior Machine Learning Algorithms Ecosystem Computer Simulation Lakes Animals Population Dynamics
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Short-term spatial prediction of algal blooms in Lake Taihu via machine learning and GOCI observations.

Journal of environmental management Jul 1, 2025
Harmful algal blooms are critical issues in eutrophic lakes worldwide. However, predicting the spatial distribution of algal blooms at the pixel level is still a challenge. In this study, floating algae cover (FAC) was used to extract algal coverage ...
Algorithms China Neural Networks, Computer Eutrophication Environmental Monitoring Machine Learning Harmful Algal Bloom Lakes
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Temporal insights into ecological community: Advancing waterbird monitoring with dome camera and deep learning.

Journal of environmental management Jul 1, 2025
Biodiversity monitoring is critical for conservation and management. However, efficient species monitoring is often hindered by the complexities of ecological dynamics and the constraints of conventional techniques. This study presents an automated o...
Wetlands Environmental Monitoring Biodiversity Conservation of Natural Resources Animals Neural Networks, Computer Ecosystem Lakes Birds Deep Learning China
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Spatiotemporal Variation Assessment and Improved Prediction Of Cyanobacteria Blooms in Lakes Using Improved Machine Learning Model Based on Multivariate Data.

Environmental management Mar 1, 2025
Cyanobacterial blooms in shallow lakes pose a significant threat to aquatic ecosystems and public health worldwide, highlighting the urgent need for advanced predictive methodologies. As impounded lakes along the Eastern Route of the South-to-North W...
Cyanobacteria Eutrophication Lakes Machine Learning Temperature Remote Sensing Technology Seasons Spatio-Temporal Analysis Environmental Monitoring
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