[PDF][PDF] Comprehensive Review on Application of Machine Learning Algorithms for Water Quality Parameter Estimation Using Remote Sensing Data.
Water is an integral aspect of the world necessary for living creatures to thrive. Owing to
unplanned urbanization, rapid industrialization, and uncontrollable human intervention …
unplanned urbanization, rapid industrialization, and uncontrollable human intervention …
Combining pixel-and object-based machine learning for identification of water-body types from urban high-resolution remote-sensing imagery
Water is one of the vital components for the ecological environment, which plays an
important role in human survival and socioeconomic development. Water resources in urban …
important role in human survival and socioeconomic development. Water resources in urban …
Multi scale feature extraction network with machine learning algorithms for water body extraction from remote sensing images
ABSTRACT Water Body Extraction (WBE) is a challenging task in remote sensing, owing to
the complexity of recognizing surface body objects with rich texture, spatial, spectral …
the complexity of recognizing surface body objects with rich texture, spatial, spectral …
Optimal band selection for airborne hyperspectral imagery to retrieve a wide range of cyanobacterial pigment concentration using a data-driven approach
Understanding the concentration and distribution of cyanobacteria blooms is an important
aspect of managing water quality problems and protecting aquatic ecosystems. Airborne …
aspect of managing water quality problems and protecting aquatic ecosystems. Airborne …
An Approach for Monitoring Chlorophyll-A and Turbidity Levels in Saduperi and Kaveripakkam Lakes Located in and Around Vellore Region, Tamil Nadu, India, Using …
The paper examines the levels of Chlorophyll-a and turbidity in lake water, which are
essential indicators of freshwater ecosystem health. These parameters, indicative of algal …
essential indicators of freshwater ecosystem health. These parameters, indicative of algal …
Research on water body extraction from Gaofen-3 imagery based on polarimetric decomposition and machine learning
The quick and accurate extraction of water bodies from images is imperative for land
resources management, ecological protection, and flood disaster prevention. However, the …
resources management, ecological protection, and flood disaster prevention. However, the …