Hydrological Dynamics and Ecological Consequences of Sambhar Lake through Multi-Satellite Approach to Wetland Monitoring
1Department of Civil Engineering, Poornima University, India
2Faculty of Environmental Earth Science, Hokkaido University, Japan
3Department of Civil Engineering, Chennai Institute of Technology, India
*Author to whom correspondence should be addressed:
E-mail: ram@ees.hokudai.ac.jp (RA)
E-mail: ram@ees.hokudai.ac.jp (RA)
Received: March 09, 2025 | Revised: June 19, 2025 | Accepted: August 15, 2025 | Published: December 2025
Abstract
Abstract: The largest inland saline lake in India, the Sambhar Lake is significant ecologically as well as economically, and has been encountering marked hydrological shifts primarily from climatic change and anthropogenic activities. This study aims to quantify these hydrological changes and assess their ecological consequences to inform effective management strategies for Sambhar Lake. Utilizing high-resolution Sentinel-2 satellite imagery and Google Earth Engine (GEE), we analyzed transitions in water coverage and quality from 1984 to 2021. We employed spectral indices such as Total Suspended Solids (TSS), Turbidity, and Chlorophyll-a to evaluate fluctuations in water quality. Analysis showed an increase in permanent bodies of water while areas of variable seasonal water reflect a dynamic hydrological state determined by environmental and anthropogenic induced disturbances. The study uncovered temporal spikes in turbidity and TSS content, placing special emphasis on the monsoon seasons, alluding to sediment inflows and eutrophication threats. Chlorophyll-a concentrations exhibited seasonal surges indicative of algal blooms. This integrated, multi-decadal assessment provides new scientific evidence to guide policymakers and conservationists in developing targeted, sustainable management actions for Sambhar Lake and other vulnerable saline wetlands.
Keywords
Anthropogenic Effects; Anthropogenic Effects; Bird Habitat; Climatic Variability; Climatic Variability; Ecological Impact; Hydrological Dynamics; Hydrological Dynamics; Inland Saline Lake; Ramsar Site; Water Quality; Wetland Conservation.
Keywords: Remote Sensing; Wetland Monitoring
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References
- 1) L. K. Sharma and R. Naik, ‘Case Study: Sambhar Lake, India’, in Conservation of Saline Wetland Ecosystems: An Initiative towards UN Decade of Ecological Restoration, L. K. Sharma and R. Naik, Eds., Singapore: Springer Nature, 2024, pp. 223-243 doi:10.1007/978-981-97-5069-6_8
- 2) B. Pranoto, E. Hartulistiyoso, M.N. Aidi, D. Sutrisno, H. Soekarno, A.A. Martha, Q. Zahro, Y.I. Rahmila and N. Vetri, "Assessing the Sustainability of Small Hydropower Potential in the Threats of Natural Disasters: An Analytic Hierarchy Process-Based Approach," Evergreen, 11(03), pp.2711-2719, (2024) doi:10.5109/7236910
- 3) R. Naik and L. K. Sharma, "Monitoring migratory birds of India’s largest shallow saline Ramsar site (Sambhar Lake) using geospatial data for wetland restoration," Wetl Ecol Manag, 30 (03), pp. 477-496, 2022 doi:10.1007/s11273-022-09875-3
- 4) A.-N. Dragomir and I. Florescu, "Challenges and strategies for implementing the Ramsar Convention. Balancing Economic Development and Wetland Conservation," Studia Ecologiae et Bioethicae, 22(4), Art. no. 4, (2024) doi:10.21697/seb.5828
- 5) M. Sen, "Hydrology report of Sambhar Lake: a safe haven past disaster recovery," AHM, 2 (1) 1-10 (2024)
- 6) J. N. Hird, E. R. DeLancey, G. J. McDermid, and J. Kariyeva, "Google Earth Engine, Open-Access Satellite Data, and Machine Learning in Support of Large-Area Probabilistic Wetland Mapping," Remote Sensing, 9(12), Art. no. 12, Dec. 2017 doi:10.3390/rs9121315
- 7) S.M.S. Mousavi, and M. Akhoondzadeh, "A quick seasonal detection and assessment of international Shadegan wetland water body extent using Google Earth Engine cloud platform," ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4/W1-2022 699-706 (2023) doi:10.5194/isprs-annals-X-4-W1-2022-699-2023
- 8) M. Shariati and M.-R. Hemami, "The drying of Lake Urmia and its consequences for waterbird assemblages," Bird Conservation International, vol. 34, p. e15, (2024) doi:10.1017/S0959270924000029
- 9) Y. Wang and H. Yésou, "Remote Sensing of Floodpath Lakes and Wetlands: A Challenging Frontier in the Monitoring of Changing Environments," Remote Sensing, 10(12), Art. no. 12, (2018) doi:10.3390/rs10121955
- 10) A. Yussupov, and R.Z. Suleimenova, "Use of remote sensing data for environmental monitoring of desertification," Evergreen, 10 (1) 300-307 (2023) doi:10.5109/6781080
- 11) P. Sae-ngow, N. Kulpanich, M. Worachairungreung, P. Ngansakul, K. Thanakunwutthirot, and P. Hemwan, "Comparison of Carbon Sequestration in Family Forest using Tree Height Measurement by UAV and Field Surveys," Evergreen, 11(3), pp.1593-1601,(2024) doi:10.5109/7236814
- 12) M.H. Al Falah, T.R. Soeprobowati, H. Hadiyanto, A. Rahim, B.M. Noor, and N. Permatasari, "Diatom stratigraphy as a flood record in the Lower Tuntang River, Demak, Central Java," Evergreen, 10 (1) 272-282 (2023) doi:10.5109/6781082
- 13) A. AghaKouchak, H. Norouzi, K. Madani, A. Mirchi, M. Azarderakhsh, A. Nazemi, N. Nasrollahi, A. Farahmand, A. Mehran, and E. Hasanzadeh, "Aral Sea syndrome desiccates Lake Urmia: call for action," J. Great Lakes Res., 41 (1) 307-311 (2015) doi:10.1016/j.jglr.2014.12.007
- 14) M. Shariati, and M.-R. Hemami, "The drying of Lake Urmia and its consequences for waterbird assemblages," Bird Conserv. Int., 34 e15 (2024) doi:10.1017/S0959270924000029
- 15) W.A. Wurtsbaugh, C. Miller, S.E. Null, R.J. DeRose, P. Wilcock, M. Hahnenberger, F. Howe, and J. Moore, "Decline of the world's saline lakes," Nat. Geosci., 10 (11) 816-821 (2017) doi:10.1038/ngeo3052
- 16) P. Micklin, "The future Aral Sea: hope and despair," Environ Earth Sci, 75(9), p. 844, (2016) doi:10.1007/s12665-016-5614-5
- 17) A.W. Hasyim, I.R.D. Ari, D.A. Setyono, A.B. Nugroho, and B. Christiawan, "Growth Characteristics of Malang City Based on Sentinel 2A Multitemporal Imagery Data," Evergreen, 11 (2) 1201-1209 (2024) doi:10.5109/7183424
- 18) H. Kausarian, J.T.S. Sumantyo, A. Suryadi, and T. Pangestu, "SAR Sentinel Data Analysis: Hydrological Dynamics and Rainfall Patterns in the Kampar River Basin (2018-2023)," Evergreen, 11 (3) 1558-1567 (2024) doi:10.5109/7236811
- 19) D.K. Meena, S. Singh, S.K. Singh, V. Pandey, R.S. Rana, B. Sajan, S. Kumar, and P. Awasthi, "Seasonal Variations and Water Quality Dynamics: Analysis of Kanota Dam in Relation to WHO Standards," Evergreen, 11 (2) 1145-1152 (2024) doi:10.5109/7183357
- 20) R.S. Sinsinwar and M. Verma, "Analysis of pH Value of Water for Treatment Plant of Kekri and Surajpura (Rajasthan) India," Evergreen, 10 (1) 324-328 (2023) doi:10.5109/6781087
- 21) T.M. Susantoro, A. Saepuloh, K. Wikantika, A.B. Harto, and A. Maryanto, "Hydrocarbon Seepage Analysis on a Hydrocarbon Field in Indonesia Based on Plant Stress Using Landsat-8 Operational Land Imager and Field Measurements," Evergreen, 11 (3) 11 (2), pp.756-770 (2024) doi:10.5109/7183356
- 22) H. S. Sangha, "The birds of Sambhar Lake and its environs", Indian Birds, 4(3), 2008
- 23) ‘Migratory birds’ count shoots up 15-fold at Sambhar Lake’, The Times of India, Mar. 02, 2025. Accessed: Mar. 07, 2025. [Online]. Available: https://timesofindia.indiatimes.com/city/jaipur/migratory-birds-count-shoots-up-15-fold-at-sambhar-lake/articleshow/118654392.cms
- 24) "Greater flamingo", Wikipedia. Feb. 21, 2025. Accessed: Mar. 06, 2025. [Online]. Available: https://en.wikipedia.org/w/index.php?title=Greater_flamingo&oldid=1276921549
- 25) "Rajasthan’s Sambhar Lake sees less species of migratory birds: Asian census", The Times of India, Jan. 17, 2022. Accessed: Mar. 07, 2025. [Online]. Available: https://timesofindia.indiatimes.com/city/jaipur/sambhar-lake-sees-less-species-of-migratory-birds-asian-census/articleshow/88939795.cms
- 26) ‘Migratory birds’ count shoots up 15-fold at Sambhar Lake | Jaipur News - The Times of India’. Accessed: Mar. 06, 2025. [Online]. Available: https://timesofindia.indiatimes.com/city/jaipur/migratory-birds-count-shoots-up-15-fold-at-sambhar-lake/articleshow/118654392.cms
- 27) A. Jhajhria, "A Review on the Status of Sambhar Wetland Bird Tragedy," Int J Zoo Animal Biol, 3(2),. 1-5, (2020) doi:10.23880/izab-16000217
- 28) ‘Lesser flamingo’, Wikipedia. Nov. 24, 2024. Accessed: Mar. 07, 2025. [Online]. Available: https://en.wikipedia.org/w/index.php?title=Lesser_flamingo&oldid=1259228860
- 29) ‘Number of Migratory Birds Drastically Increases in Sambhar Lake’. Accessed: Mar. 07, 2025. [Online]. Available: https://www.planetcustodian.com/number-of-migratory-birds-increases-in-sambhar-lake/12621/
- 30) ‘Northern Shoveler | Audubon Field Guide’. Accessed: Mar. 07, 2025. [Online]. Available: https://www.audubon.org/field-guide/bird/northern-shoveler
- 31) ‘Common pochard’, Wikipedia. Jan. 14, 2025. Accessed: Mar. 07, 2025. [Online]. Available: https://en.wikipedia.org/w/index.php?title=Common_pochard&oldid=1269470441
- 32) ‘Black-tailed godwit’, Wikipedia. Feb. 04, 2025. Accessed: Mar. 07, 2025. [Online]. Available: https://en.wikipedia.org/w/index.php?title=Black-tailed_godwit&oldid=1273972231
- 33) M.A.M. Rocha, M.U.G. Barros, A.C. Costa, and [et al.], "Understanding the Water Quality Dynamics in a Large Tropical Reservoir Under Hydrological Drought Conditions," Water Air Soil Pollut, 235 (2) 76 (2024) doi:10.1007/s11270-024-06890-3
- 34) S.A. Hosseini-Sadabadi, A.N. Rousseau, I. Laurion, S. Behmel, A. Sadeghian, E. Foulon, M. Wauthy, and A.-M. Cantin, "Spatiotemporal insights of phytoplankton dynamics in a northern, rural-urban lake using a 3D water quality model," J. Environ. Manage., 370 122687 (2024) doi:10.1016/j.jenvman.2024.122687
- 35) S.J. McGrane, "Impacts of urbanisation on hydrological and water quality dynamics, and urban water management: a review," Hydrol. Sci. J., 61 (13) 2295-2311 (2016) doi:10.1080/02626667.2015.1128084
- 36) F.J.J.M. Bongers, L. Poorter, V. Beligné, W.D. Hawthorne, F.N. Kouamé, M.P.E. Parren, and D. Traoré, "Implications for conservation and management," in Biodiversity of West African Forests: An Ecological Atlas of Woody Plant Species, L. Poorter, F. Bongers, F. N. Kouamé, and W. D. Hawthorne, Eds., Wallingford, UK: CABI Publishing, pp. 87-98, (2004)
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