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Version 2 2025-03-04, 14:55
Version 1 2025-02-20, 15:49
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posted on 2025-03-04, 14:55 authored by Bonyad AhmadiBonyad Ahmadi

This dataset contains high-resolution figures associated with the research article:
πŸ“„ "Satellite Monitoring of Water Quality in the Persian Gulf in Regions Under Heavy Anthropogenic Pressure."

The figures include:

βœ… Study Area Map – A detailed geospatial representation of the Persian Gulf region under investigation, highlighting areas with significant anthropogenic activities.

βœ… K-Nearest Neighbors (KNN) Model Outputs – Water quality estimations derived from the KNN model using different distance metrics:

  • Mahalanobis Distance
  • Fuzzy Mahalanobis Distance
  • Euclidean Distance

βœ… Scatter Plots of Optically Active Components – Comparative analysis of:

  • Chlorophyll-a (Chl-a)
  • Colored Dissolved Organic Matter (CDOM)
  • Turbidity (TSS)

These scatter plots illustrate the relationships between water quality parameters under different atmospheric correction methods:

  • iCOR
  • C2RCC
  • ACOLITE

The dataset provides essential visual support for the research findings, helping to understand the impact of atmospheric correction techniques and machine learning models on remote sensing-based water quality monitoring.

Funding

the authorities of the DOE and Tarbiat Modares University

the Estonian 539 Science Foundation grant PRG2630

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