57
Views
0
CrossRef citations to date
0
Altmetric
Research Letter

Water quality indication of spectral probability distribution (SPD): correlation between SPD and Forel-Ule index in closed, connected water bodies

ORCID Icon & ORCID Icon
Pages 1044-1053 | Received 21 May 2023, Accepted 09 Sep 2023, Published online: 21 Sep 2023

References

  • Bezdek, J. C. 1980. “A Convergence Theorem for the Fuzzy ISODATA Clustering Algorithms.” IEEE Transactions on Pattern Analysis & Machine Intelligence PAMI-2 (1): 1–8. https://doi.org/10.1109/tpami.1980.4766964.
  • Chen, X., L. Liu, X. Zhang, L. Junsheng, S. Wang, D. Liu, H. Duan, and K. Song. 2021. “An Assessment of Water Color for Inland Water in China Using a Landsat 8-Derived Forel–Ule Index and the Google Earth Engine Platform.” IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing 14:5773–5785. https://doi.org/10.1109/jstars.2021.3085411.
  • Du, C. G., Q. Wang, Y. M. Li, H. Lyu, L. Zhu, Z. B. Zheng, S. Wen, G. Liu, and Y. L. Guo. 2018. “Estimation of Total Phosphorus Concentration Using a Water Classification Method in Inland Water.” International Journal of Applied Earth Observation and Geoinformation 71:29–42. https://doi.org/10.1016/j.jag.2018.05.007.
  • Eleveld, M., A. Ruescas, A. Hommersom, T. Moore, S. Peters, and C. Brockmann. 2017. “An Optical Classification Tool for Global Lake Waters.” Remote Sensing 9 (5). https://doi.org/10.3390/rs9050420.
  • Han, D. 2013. “Comparison of Commonly Used Image Interpolation Methods, 2013/03.”
  • Hojjati-Najafabadi, A., M. Mansoorianfar, T. X. Liang, K. Shahin, and H. Karimi-Maleh. 2022. “A Review on Magnetic Sensors for Monitoring of Hazardous Pollutants in Water Resources.” Science of the Total Environment 824:25. https://doi.org/10.1016/j.scitotenv.2022.153844.
  • Lin, J. H. 1991. “DIVERGENCE MEASURES BASED on the SHANNON ENTROPY.” IEEE Transactions on Information Theory 37 (1): 145–151. https://doi.org/10.1109/18.61115.
  • Li, P. Y., D. Wang, W. Q. Li, and L. N. Liu. 2022. “Sustainable Water Resources Development and Management in Large River Basins: An Introduction.” Environmental Earth Sciences 81 (6): 11. https://doi.org/10.1007/s12665-022-10298-9.
  • Novoa, S., M. R. Wernand, and H. J. van der Woerd. 2013. “The Forel-Ule Scale Revisited Spectrally: Preparation Protocol, Transmission Measurements and Chromaticity.” Journal of the European Optical Society: Rapid Publications 8. https://doi.org/10.2971/jeos.2013.13057.
  • Qu, S., J. J. Lv, and J. X. Liu. 2020. “Visualization Analysis for Global Water Resources Based on Digital Earth.” Journal of Coastal Research 47–50. https://doi.org/10.2112/jcr-si105-010.1.
  • van der Woerd, H., and M. Wernand. 2018. “Hue-Angle Product for Low to Medium Spatial Resolution Optical Satellite Sensors.” Remote Sensing 10 (2). https://doi.org/10.3390/rs10020180.
  • Wang, S., L. Junsheng, B. Zhang, Z. Lee, E. Spyrakos, L. Feng, C. Liu, et al. 2020. “Changes of Water Clarity in Large Lakes and Reservoirs Across China Observed from Long-Term MODIS.” Remote Sensing of Environment 247. https://doi.org/10.1016/j.rse.2020.111949.
  • Wang, S., L. Junsheng, B. Zhang, E. Spyrakos, A. N. Tyler, Q. Shen, F. Zhang, . 2018. “Trophic State Assessment of Global Inland Waters Using a MODIS-Derived Forel-Ule Index.” Remote Sensing of Environment 217:444–460. https://doi.org/10.1016/j.rse.2018.08.026.
  • Wang, S., Z. Lee, S. Shang, J. Li, B. Zhang, and G. Lin. 2019. “Deriving Inherent Optical Properties from Classical Water Color Measurements: Forel-Ule Index and Secchi Disk Depth.” Optics Express 27 (5): 7642–7655. https://doi.org/10.1364/OE.27.007642.
  • Wang, S., J. Li, W. Zhang, C. Cao, F. Zhang, Q. Shen, X. Zhang, and B. Zhang. 2021. “A Dataset of Remote-Sensed Forel-Ule Index for Global Inland Waters During 2000-2018.” Scientific Data 8 (1): 26. https://doi.org/10.1038/s41597-021-00807-z.
  • Xiang, X. J., Q. Li, S. Khan, and O. I. Khalaf. 2021. “Urban Water Resource Management for Sustainable Environment Planning Using Artificial Intelligence Techniques.” Environmental Impact Assessment Review 86:9. https://doi.org/10.1016/j.eiar.2020.106515.
  • Xue, K., M. Ronghua, D. Wang, and M. Shen. 2019. “Optical Classification of the Remote Sensing Reflectance and Its Application in Deriving the Specific Phytoplankton Absorption in Optically Complex Lakes.” Remote Sensing 11 (2). https://doi.org/10.3390/rs11020184.
  • Yue, W., Y. Zhou, G. Saveriades, S. Agaian, J. P. Noonan, and P. Natarajan. 2013. “Local Shannon Entropy Measure with Statistical Tests for Image Randomness.” Information Sciences 222:323–342. https://doi.org/10.1016/j.ins.2012.07.049.
  • Zhu, W. 2021. “Remote Sensing Statistical Inference: Basic Theory and Forward Simulation of Water–Air Statistical Radiative Transfer.” Earth Science Informatics 14 (4): 2145–2159. https://doi.org/10.1007/s12145-021-00661-y.
  • Zhu, W., Z. Yang, H. Shuangyan, and Q. Cheng. 2022. “Skewness-Based Classification and Environmental Indication of Spectral Probability Distribution of Global Closed Connected Waters.” IEEE Geoscience & Remote Sensing Letters 19:1–5. https://doi.org/10.1109/lgrs.2022.3162338.
  • Zhu, W., Z. Zhang, Z. Yang, S. Pang, J. Chen, and Q. Cheng. 2021. “Spectral Probability Distribution of Closed Connected Water and Remote Sensing Statistical Inference for Yellow Substance.” Photogrammetric Engineering & Remote Sensing 87 (11): 807–819. https://doi.org/10.14358/pers.20-00119r2.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.