Detection of Water Spread Area Changes in Eutrophic Lake Using Landsat Data.

Vaibhav Deoli, Deepak Kumar, Alban Kuriqi
Author Information
  1. Vaibhav Deoli: Department of Environmental Science and Technology, Indian Institute of Technology, Indian School of Mines, Dhanbad 826004, India. ORCID
  2. Deepak Kumar: Department of Soil and Water Conservation Engineering, GB Pant University of Agriculture and Technology, Pantnagar 263145, India.
  3. Alban Kuriqi: CERIS, Instituto Superior Técnico, Universidade de Lisboa, 1049-001 Lisboa, Portugal. ORCID

Abstract

Adequate water resource management is essential for fulfilling ecosystem and human needs. Nainital Lake is a popular lake in Uttarakhand State in India, attracting lakhs of tourists annually. Locals also use the lake water for domestic purposes and irrigation. The increasing impact of climate change and over-exploration of water from lakes make their regular monitoring key to implementing effective conservation measures and preventing substantial degradation. In this study, dynamic change in the water spread area of Nainital Lake from 2001 to 2018 has been investigated using the multiband rationing indices, namely normalized difference water index (NDWI), modified normalized difference water index (MNDWI), and water ratio index (WRI). The model has been developed in QGIS 3.4 software. A physical GPS survey of the lake was conducted to check the accuracy of these indices. Furthermore, to determine the trend in water surface area for a studied period, a non-parametric Mann-Kendall test was used. San's slope estimator test determined the magnitude of the trend and total percentage change. The result of the physical survey shows that NDWI was the best method, with an accuracy of 96.94%. Hence, the lake water spread area trend is determined based on calculated NDWI values. The lake water spread area significantly decreased from March to June and July to October at a 5% significance level. The maximum decrease in water spread area has been determined from March to June (7.7%), which was followed by the period July to October (4.67%) and then November to February (2.79%). The study results show that the lake's water spread area decreased sharply for the analyzed period. The study might be helpful for the government, policymakers, and water experts to make plans for reclaiming and restoring Nainital Lake. This study is very helpful in states such as Uttarakhand, where physical mapping is not possible every time due to its tough topography and climate conditions.

Keywords

References

J Biophotonics. 2012 Jan;5(1):67-84 [PMID: 21987373]
Sensors (Basel). 2015 Jun 11;15(6):13763-77 [PMID: 26110405]
Sensors (Basel). 2020 Jan 12;20(2): [PMID: 31940917]

MeSH Term

Ecosystem
Environmental Monitoring
Humans
India
Lakes
Water

Chemicals

Water

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