Skip to main content
Erschienen in: Environmental Earth Sciences 20/2020

01.10.2020 | Original Article

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

verfasst von: Sayed Ishaq Deliry, Zehra Yiğit Avdan, Nghi Tan Do, Uğur Avdan

Erschienen in: Environmental Earth Sciences | Ausgabe 20/2020

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

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.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat 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 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
Zurück zum Zitat Avdan U, Jovanovska G (2016) Algorithm for automated mapping of land surface temperature using LANDSAT 8 satellite data. J Sensors Avdan U, Jovanovska G (2016) Algorithm for automated mapping of land surface temperature using LANDSAT 8 satellite data. J Sensors
Zurück zum Zitat 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 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
Zurück zum Zitat 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, 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.
Zurück zum Zitat Bortnik VN, Kuksa VI, Tsytsarin AG (1992) Present status and possible future of the Aral Sea. Post-Sov Geogr 33:315–323 Bortnik VN, Kuksa VI, Tsytsarin AG (1992) Present status and possible future of the Aral Sea. Post-Sov Geogr 33:315–323
Zurück zum Zitat Congalton RG (1991) A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens Environ 37:35–46 Congalton RG (1991) A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens Environ 37:35–46
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat Destouni G, Asokan SM, Jarsjö J (2010) Inland hydro-climatic interaction: effects of human water use on regional climate. Geophys. Res, Lett, p 37 Destouni G, Asokan SM, Jarsjö J (2010) Inland hydro-climatic interaction: effects of human water use on regional climate. Geophys. Res, Lett, p 37
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat Gaybullaev B, Chen S-C, Gaybullaev D (2012a) Changes in water volume of the Aral Sea after 1960. Appl Water Sci 2:285–291 Gaybullaev B, Chen S-C, Gaybullaev D (2012a) Changes in water volume of the Aral Sea after 1960. Appl Water Sci 2:285–291
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat Harriman L (2014) The future of the Aral Sea lies in transboundary co–operation. United Nations Environment Program Harriman L (2014) The future of the Aral Sea lies in transboundary co–operation. United Nations Environment Program
Zurück zum Zitat 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 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
Zurück zum Zitat Ji L, Zhang L, Wylie B (2009) Analysis of dynamic thresholds for the normalized difference water index. Photogramm Eng Remote Sens 75:1307–1317 Ji L, Zhang L, Wylie B (2009) Analysis of dynamic thresholds for the normalized difference water index. Photogramm Eng Remote Sens 75:1307–1317
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat Lioubimtseva E (2014) Impact of climate change on the Aral Sea and its basin. In: The Aral Sea. Springer, Berlin, Heidelberg, pp 405–427 Lioubimtseva E (2014) Impact of climate change on the Aral Sea and its basin. In: The Aral Sea. Springer, Berlin, Heidelberg, pp 405–427
Zurück zum Zitat Lioubimtseva E (2015) A multi-scale assessment of human vulnerability to climate change in the Aral Sea Basin. Environ Earth Sci 73:719–729 Lioubimtseva E (2015) A multi-scale assessment of human vulnerability to climate change in the Aral Sea Basin. Environ Earth Sci 73:719–729
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat Micklin PP (1988) Desiccation of the Aral Sea: a water management disaster in the Soviet Union. Science 241:1170–1176 Micklin PP (1988) Desiccation of the Aral Sea: a water management disaster in the Soviet Union. Science 241:1170–1176
Zurück zum Zitat Micklin P (2004) The Aral Sea crisis. In: Dying and dead seas climatic versus anthropic causes. Springer, Dordrecht, pp 99–123 Micklin P (2004) The Aral Sea crisis. In: Dying and dead seas climatic versus anthropic causes. Springer, Dordrecht, pp 99–123
Zurück zum Zitat Micklin P (2007) The Aral Sea disaster. Annu Rev Earth Planet Sci 35:47–72 Micklin P (2007) The Aral Sea disaster. Annu Rev Earth Planet Sci 35:47–72
Zurück zum Zitat Micklin P (2010) The past, present, and future Aral Sea. Lakes Reserv Res Manag 15:193–213 Micklin P (2010) The past, present, and future Aral Sea. Lakes Reserv Res Manag 15:193–213
Zurück zum Zitat Micklin P (2016) The future Aral Sea: hope and despair. Environ Earth Sci 75:844 Micklin P (2016) The future Aral Sea: hope and despair. Environ Earth Sci 75:844
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat Richards JA (2013) Remote sensing digital image analysis: an introduction, 5th edn. Springer-Verlag, Berlin Heidelberg Richards JA (2013) Remote sensing digital image analysis: an introduction, 5th edn. Springer-Verlag, Berlin Heidelberg
Zurück zum Zitat Rokni K, Ahmad A, Selamat A, Hazini S (2014) Water feature extraction and change detection using multitemporal Landsat imagery. Remote Sens 6:4173–4189 Rokni K, Ahmad A, Selamat A, Hazini S (2014) Water feature extraction and change detection using multitemporal Landsat imagery. Remote Sens 6:4173–4189
Zurück zum Zitat 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 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
Zurück zum Zitat 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 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
Zurück zum Zitat 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. 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.
Zurück zum Zitat Small EE, Sloan LC, Nychka D (2001) Changes in surface air temperature caused by desiccation of the Aral Sea. J Clim 14:284–299 Small EE, Sloan LC, Nychka D (2001) Changes in surface air temperature caused by desiccation of the Aral Sea. J Clim 14:284–299
Zurück zum Zitat Sobrino JA, Jimenez-Munoz JC, Paolini L (2004) Land surface temperature retrieval from LANDSAT TM 5. Remote Sens Environ 90:434–440 Sobrino JA, Jimenez-Munoz JC, Paolini L (2004) Land surface temperature retrieval from LANDSAT TM 5. Remote Sens Environ 90:434–440
Zurück zum Zitat 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 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
Zurück zum Zitat Telegraph D (2010) Aral Sea'one of the planet's worst environmental Disasters. The Daily Telegraph Telegraph D (2010) Aral Sea'one of the planet's worst environmental Disasters. The Daily Telegraph
Zurück zum Zitat Wilson EH, Sader SA (2002) Detection of forest harvest type using multiple dates of Landsat TM imagery. Remote Sens Environ 80:385–396 Wilson EH, Sader SA (2002) Detection of forest harvest type using multiple dates of Landsat TM imagery. Remote Sens Environ 80:385–396
Zurück zum Zitat Wu C, Murray AT (2003) Estimating impervious surface distribution by spectral mixture analysis. Remote Sens Environ 84:493–505 Wu C, Murray AT (2003) Estimating impervious surface distribution by spectral mixture analysis. Remote Sens Environ 84:493–505
Zurück zum Zitat 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 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
Zurück zum Zitat Zavialov PO (2007) Physical oceanography of the dying Aral Sea. Springer Science & Business Media Zavialov PO (2007) Physical oceanography of the dying Aral Sea. Springer Science & Business Media
Zurück zum Zitat Zavialov PO (2010) Physical oceanography of the large Aral Sea. The Aral sea environment. Springer, Berlin, Heidelberg, pp 123–145 Zavialov PO (2010) Physical oceanography of the large Aral Sea. The Aral sea environment. Springer, Berlin, Heidelberg, pp 123–145
Metadaten
Titel
Assessment of human-induced environmental disaster in the Aral Sea using Landsat satellite images
verfasst von
Sayed Ishaq Deliry
Zehra Yiğit Avdan
Nghi Tan Do
Uğur Avdan
Publikationsdatum
01.10.2020
Verlag
Springer Berlin Heidelberg
Erschienen in
Environmental Earth Sciences / Ausgabe 20/2020
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-020-09220-y

Weitere Artikel der Ausgabe 20/2020

Environmental Earth Sciences 20/2020 Zur Ausgabe