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Assessment of human-induced environmental disaster in the Aral Sea using Landsat satellite images

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Abstract

The Aral Sea was the fourth largest lake in the world before 1960. Reduction of water resources and the growth of water intake and reservoirs in the source rivers have severely desiccated the Aral Sea. This study aimed to model the spatiotemporal and surface temperature changes of the Aral Sea in the period 1986–2017 using the Landsat multi-temporal satellite data and remote sensing techniques. Since the desiccation period was accompanied by climate change, hydrological data of source rivers, as well as climate data were collected from meteorological stations near the Aral Sea, to study the causes of changes. To achieve the research objectives, the Normalized Difference Water Index (NDWI) was selected among the other indices to extract and quantify the water area changes. Land and water surface temperature values were calculated using the thermal bands to examine the surface temperature change, which has rarely been discussed in the literature. The results revealed a significant decrease in the Aral Sea surface area (~ 78%) and a considerable increase in the land surface summertime temperature (~ 12 °C). The statistical results showed that the Aral Sea water extent decreased from 44,164 km2 in 1986 to 9772 km2 in 2017.

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References

  • Aladin N, Crétaux J-F, Plotnikov IS, Kouraev AV, Smurov AO, Cazenave A, Egorov AN, Papa F (2005) Modern hydro-biological state of the small Aral Sea. Environmetrics Off J Int Environmetrics Soc 16:375–392

    Google Scholar 

  • Avdan U, Jovanovska G (2016) Algorithm for automated mapping of land surface temperature using LANDSAT 8 satellite data. J Sensors

  • Bortnik VN (1996) Changes in the water-level and hydrological balance of the Aral Sea. The Aral Sea Basin. Springer, Berlin, Heidelberg, pp 25–32

    Google Scholar 

  • Bortnik, V.N., 1999. Alteration of water level and salinity of the Aral Sea. Creeping Environ. Probl. Sustain. Dev. Aral Sea Basin Camb. Univ. Press Camb. UK 47–65.

  • Bortnik VN, Kuksa VI, Tsytsarin AG (1992) Present status and possible future of the Aral Sea. Post-Sov Geogr 33:315–323

    Google Scholar 

  • CAWaterInfo, 2006. Bathymetric characteristics of the Aral Sea: INTAS Project – 0511 REBASOWS [WWW Document]. URL https://www.cawater-info.net/aral/data/tabs_e.htm (accessed 1.9.19).

  • Congalton RG (1991) A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens Environ 37:35–46

    Google Scholar 

  • Cretaux J-F, Letolle R, Bergé-Nguyen M (2013) History of Aral Sea level variability and current scientific debates. Glob Planet Change 110:99–113

    Google Scholar 

  • Cretaux JF, Kostianoy A, Bergé-Nguyen M, Kouraev A (2019) Present-day water balance of the Aral Sea seen from satellite. In: Remote Sensing of the Asian Seas. Springer, Cham, pp 523–539

    Google Scholar 

  • Der Beek TA, Voß F, Flörke M (2011) Modelling the impact of global change on the hydrological system of the Aral Sea basin. Phys Chem Earth Parts ABC 36:684–695

    Google Scholar 

  • Destouni G, Asokan SM, Jarsjö J (2010) Inland hydro-climatic interaction: effects of human water use on regional climate. Geophys. Res, Lett, p 37

    Google Scholar 

  • Du Z, Bin L, Ling F, Li W, Tian W, Wang H, Gui Y, Sun B, Zhang X (2012) Estimating surface water area changes using time-series Landsat data in the Qingjiang river basin. China J Appl Remote Sens 6:063609

    Google Scholar 

  • Du J, Jacinthe PA, Zhou H, Xiang X, Zhao B, Wang M, Song K (2020) Monitoring of water surface temperature of Eurasian large lakes using MODIS land surface temperature product. Hydrol Processes 34(16):3582–3595

    Google Scholar 

  • Erdinger L, Eckl P, Ingel F, Khussainova S, Utegenova E, Mann V, Gabrio T (2004) The Aral Sea disaster–human biomonitoring of Hg, As, HCB, DDE, and PCBs in children living in Aralsk and Akchi. Kazakhstan Int J Hyg Environ Health 207:541–547

    Google Scholar 

  • Fang L, Tao S, Zhu J, Liu Y (2018) Impacts of climate change and irrigation on lakes in arid northwest China. J Arid Environ 154:34–39

    Google Scholar 

  • Feyisa GL, Meilby H, Fensholt R, Proud SR (2014) Automated water extraction index: a new technique for surface water mapping using Landsat imagery. Remote Sens Environ 140:23–35

    Google Scholar 

  • Gaybullaev B, Chen S-C, Gaybullaev D (2012a) Changes in water volume of the Aral Sea after 1960. Appl Water Sci 2:285–291

    Google Scholar 

  • Gaybullaev B, Chen S-C, Kuo Y-M (2012b) Large-scale desiccation of the Aral Sea due to over-exploitation after 1960. J Mt Sci 9:538–546

    Google Scholar 

  • Ginzburg AI, Kostianoy AG, Sheremet NA, Kravtsova VI (2010) Satellite monitoring of the Aral Sea region. The Aral Sea Environment. Springer, Berlin, Heidelberg, pp 147–179

    Google Scholar 

  • Han-Qiu XU (2005) A study on information extraction of water body with the modified normalized difference water index (MNDWI)[J]. J Remote Sens 5:589–595

    Google Scholar 

  • Harriman L (2014) The future of the Aral Sea lies in transboundary co–operation. United Nations Environment Program

  • Imentai A, Thevs N, Schmidt S, Nurtazin S, Salmurzauli R (2015) Vegetation, fauna, and biodiversity of the Ile delta and southern Lake Balkhash—A review. J Gt Lakes Res 41:688–696

    Google Scholar 

  • Ji L, Zhang L, Wylie B (2009) Analysis of dynamic thresholds for the normalized difference water index. Photogramm Eng Remote Sens 75:1307–1317

    Google Scholar 

  • Jin Q, Wei J, Yang Z-L, Lin P (2017) Irrigation-induced environmental changes around the Aral Sea: an integrated view from multiple satellite observations. Remote Sens 9:900

    Google Scholar 

  • Kutuzov S, Shahgedanova M (2009) Glacier retreat and climatic variability in the eastern Terskey-Alatoo, inner Tien Shan between the middle of the 19th century and beginning of the 21st century. Glob Planet Change 69:59–70

    Google Scholar 

  • Le-Xiang Q, Hai-Shan CUI, Chang J (2006) Impacts of land use and cover change on land surface temperature in the Zhujiang delta1. Pedosphere 16:681–689

    Google Scholar 

  • Li W, Du Z, Ling F, Zhou D, Wang H, Gui Y, Sun B, Zhang X (2013) A comparison of land surface water mapping using the normalized difference water index from TM, ETM+ and ALI. Remote Sens 5:5530–5549

    Google Scholar 

  • Lioubimtseva E (2014) Impact of climate change on the Aral Sea and its basin. In: The Aral Sea. Springer, Berlin, Heidelberg, pp 405–427

    Google Scholar 

  • Lioubimtseva E (2015) A multi-scale assessment of human vulnerability to climate change in the Aral Sea Basin. Environ Earth Sci 73:719–729

    Google Scholar 

  • Lu S, Wu B, Yan N, Wang H (2011) Water body mapping method with HJ-1A/B satellite imagery. Int J Appl Earth Obs Geoinformation 13:428–434

    Google Scholar 

  • McFeeters SK (1996) The use of the normalized difference water index (NDWI) in the delineation of open water features. Int J Remote Sens 17:1425–1432

    Google Scholar 

  • Micklin PP (1988) Desiccation of the Aral Sea: a water management disaster in the Soviet Union. Science 241:1170–1176

    Google Scholar 

  • Micklin P (2004) The Aral Sea crisis. In: Dying and dead seas climatic versus anthropic causes. Springer, Dordrecht, pp 99–123

    Google Scholar 

  • Micklin P (2007) The Aral Sea disaster. Annu Rev Earth Planet Sci 35:47–72

    Google Scholar 

  • Micklin P (2010) The past, present, and future Aral Sea. Lakes Reserv Res Manag 15:193–213

    Google Scholar 

  • Micklin P (2016) The future Aral Sea: hope and despair. Environ Earth Sci 75:844

    Google Scholar 

  • Moknatian M, Piasecki M, Gonzalez J (2017) Development of geospatial and temporal characteristics for hispaniola’s lake azuei and enriquillo using landsat imagery. Remote Sens 9:510

    Google Scholar 

  • Mu G, Chen L, Hu L, Song K (2019) Remote detection of varying water storage in relation to surfacial temperature of Aral Sea. Chin Geogr Sci 29:741–755

    Google Scholar 

  • Nachtnebel HP, Holzmann H, Dukhovny V, Sorokin A, Roschenko Y (2006) The rehabilitation of the ecosystem and bioproductivity of the Aral Sea under conditions of water scarcity. Scientific-Information Centre of Interstate Coordination Water Commission of Central Asia. Report INTAS-0511 REBASOWS. Vienna-Tashkent 75p

  • Nezlin NP, Kostianoy AG, Li B-L (2005) Inter-annual variability and interaction of remote-sensed vegetation index and atmospheric precipitation in the Aral Sea region. J Arid Environ 62:677–700

    Google Scholar 

  • Oberhänsli H, Novotná K, Píšková A, Chabrillat S, Nourgaliev DK, Kurbaniyazov AK, Grygar TM (2011) Variability in precipitation, temperature and river runoff in W Central Asia during the past~2000 yrs. Glob Planet Change 76:95–104

    Google Scholar 

  • Olofsson P, Foody GM, Herold M, Stehman SV, Woodcock CE, Wulder MA (2014) Good practices for estimating area and assessing accuracy of land change. Remote Sens Environ 148:42–57

    Google Scholar 

  • Richards JA (2013) Remote sensing digital image analysis: an introduction, 5th edn. Springer-Verlag, Berlin Heidelberg

    Google Scholar 

  • Rokni K, Ahmad A, Selamat A, Hazini S (2014) Water feature extraction and change detection using multitemporal Landsat imagery. Remote Sens 6:4173–4189

    Google Scholar 

  • Rouse JW Jr, Haas RH, Schell JA, Deering DW (1974) Monitoring vegetation systems in the great Plains with Erts, vol 351. NASA Special Publication, Washington, 309 p

    Google Scholar 

  • Roy SB, Smith M, Morris L, Orlovsky N, Khalilov A (2014) Impact of the desiccation of the Aral Sea on summertime surface air temperatures. J Arid Environ 110:79–85

    Google Scholar 

  • Shen, L., Li, C., 2010. Water body extraction from Landsat ETM+ imagery using adaboost algorithm, in: Geoinformatics, 2010 18th International Conference On. IEEE, pp. 1–4.

  • Small EE, Sloan LC, Nychka D (2001) Changes in surface air temperature caused by desiccation of the Aral Sea. J Clim 14:284–299

    Google Scholar 

  • Sobrino JA, Jimenez-Munoz JC, Paolini L (2004) Land surface temperature retrieval from LANDSAT TM 5. Remote Sens Environ 90:434–440

    Google Scholar 

  • Song K, Wang M, Du J, Yuan Y, Ma J, Wang M, Mu G (2016) Spatiotemporal variations of lake surface temperature across the Tibetan Plateau using MODIS LST product. Remote Sens 8:854

    Google Scholar 

  • Telegraph D (2010) Aral Sea'one of the planet's worst environmental Disasters. The Daily Telegraph

  • Thenkabail P (ed) (2016) Remotely sensed data characterization, classification, and accuracies. CRC Press, Boca Raton. https://doi.org/10.1201/b19294

  • Wilson EH, Sader SA (2002) Detection of forest harvest type using multiple dates of Landsat TM imagery. Remote Sens Environ 80:385–396

    Google Scholar 

  • Wu C, Murray AT (2003) Estimating impervious surface distribution by spectral mixture analysis. Remote Sens Environ 84:493–505

    Google Scholar 

  • Wu, 2019. Climate change affects water [WWW Document]. URL https://www.waterunites-ca.org/themes/28-climate-change-affects-water.html?view=booktext (accessed 1 Aug 2019).

  • Yu Y, Pi Y, Yu X, Ta Z, Sun L, Disse M, Zeng F, Li Y, Chen X, Yu R (2019) Climate change, water resources and sustainable development in the arid and semi-arid lands of Central Asia in the past 30 years. J Arid Land 11:1–14

    Google Scholar 

  • Zanter K (2018) Landsat 8 data users handbook | Landsat missions [WWW Document]. URL https://landsat.usgs.gov/landsat-8-data-users-handbook (accessed 11Dec 2018).

  • Zavialov PO (2007) Physical oceanography of the dying Aral Sea. Springer Science & Business Media

  • Zavialov PO (2010) Physical oceanography of the large Aral Sea. The Aral sea environment. Springer, Berlin, Heidelberg, pp 123–145

    Google Scholar 

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Correspondence to Sayed Ishaq Deliry.

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Deliry, S.I., Avdan, Z.Y., Do, N.T. et al. Assessment of human-induced environmental disaster in the Aral Sea using Landsat satellite images. Environ Earth Sci 79, 471 (2020). https://doi.org/10.1007/s12665-020-09220-y

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