The effects of ENSO, climate change and human activities on the water level of Lake Toba, Indonesia: a critical literature review

Irwandi H., Rosid M.S., Mart T.

Department of Physics, Faculty of Math and Science, Universitas Indonesia, Kampus Depok, Depok City, 16424, Indonesia; Deli Serdang Climatology Station, Meteorology Climatology and Geophysical Agency (BMKG), Medan City, North Sumatra Province, Indonesia


This research quantitatively and qualitatively analyzes the factors responsible for the water level variations in Lake Toba, North Sumatra Province, Indonesia. According to several studies carried out from 1993 to 2020, changes in the water level were associated with climate variability, climate change, and human activities. Furthermore, these studies stated that reduced rainfall during the rainy season due to the El Niño Southern Oscillation (ENSO) and the continuous increase in the maximum and average temperatures were some of the effects of climate change in the Lake Toba catchment area. Additionally, human interventions such as industrial activities, population growth, and damage to the surrounding environment of the Lake Toba watershed had significant impacts in terms of decreasing the water level. However, these studies were unable to determine the factor that had the most significant effect, although studies on other lakes worldwide have shown these factors are the main causes of fluctuations or decreases in water levels. A simulation study of Lake Toba’s water balance showed the possibility of having a water surplus until the mid-twenty-first century. The input discharge was predicted to be greater than the output; therefore, Lake Toba could be optimized without affecting the future water level. However, the climate projections depicted a different situation, with scenarios predicting the possibility of extreme climate anomalies, demonstrating drier climatic conditions in the future. This review concludes that it is necessary to conduct an in-depth, comprehensive, and systematic study to identify the most dominant factor among the three that is causing the decrease in the Lake Toba water level and to describe the future projected water level. © 2021, The Author(s).

Climate change; Climate variability; Human activities; Lake level; Lake Toba


Geoscience Letters

Publisher: Springer Science and Business Media Deutschland GmbH

Volume 8, Issue 1, Art No 21, Page – , Page Count

Journal Link:

doi: 10.1186/s40562-021-00191-x

Issn: 21964092

Type: All Open Access, Gold, Green


Acreman, M.C., Meigh, J.R., Sene, K.J., Modelling the decline in water level of Lake Toba (1993) Ind Adv Water Resour, 16 (4), pp. 207-222; Adrian, R., Reilly, C.M.O., Zagarese, H., Baines, S.B., Dag, O., Keller, W., Winder, M., Lakes as sentinels of climate change (2009) Limnol Oceanogr, 54, p. 6; Akurut, M., Willems, P., Niwagaba, C.B., Potential impacts of climate change on precipitation over Lake Victoria, East Africa, in the 21st century (2014) Water, 6 (9), pp. 2634-2659; Alifujiang, Y., Abuduwaili, J., Ma, L., Samat, A., Groll, M., System dynamics modeling of water level variations of lake Issyk-Kul Kyrgyzstan (2017) Water, 9 (12), pp. 1-20; Alizadeh-Choobari, O., Ahmadi-Givi, F., Mirzaei, N., Owlad, E., Climate change and anthropogenic impacts on the rapid shrinkage of Lake Urmia (2016) Int J Climatol, 36 (13), pp. 4276-4286; Angel, J.R., Kunkel, K.E., The response of Great Lakes water levels to future climate scenarios with an emphasis on Lake Michigan-Huron (2010) J Great Lakes Res, 36, pp. 51-58; Argyilan, E.P., Forman, S.L., Lake level response to seasonal climatic variability in the Lake Michigan-Huron System from 1920 to 1995 (2003) J Great Lakes Res, 29 (3), pp. 488-500; Arkian, F., Nicholson, S.E., Ziaie, B., Meteorological factors affecting the sudden decline in Lake Urmia’s water level (2018) Theoret Appl Climatol, 131 (1-2), pp. 641-651; Aswandi, A., Kholibrina, C.R., (2017) Lake Toba Ecosystem Restoration, , Research Institute for Environmental and Forestry Development Aek Nauli, North Sumatra Province; Awange, J.L., Ogalo, L., Bae, K.H., Were, P., Omondi, P., Omute, P., Omullo, M., Falling Lake Victoria water levels: is climate a contributing factor? (2008) Clim Change, 89 (3-4), pp. 281-297; Awange, J.L., Sharifi, M.A., Ogonda, G., Wickert, J., Grafarend, E.W., Omulo, M.A., The falling Lake Victoria water level: GRACE, TRIMM and CHAMP satellite analysis of the lake basin (2008) Water Resour Manage, 22 (7), pp. 775-796; Awange, J.L., Forootan, E., Kusche, J., Kiema, J.B.K., Omondi, P.A., Heck, B., Gonçalves, R.M., Understanding the decline of water storage across the Ramser-Lake Naivasha using satellite-based methods (2013) Adv Water Resour, 60, pp. 7-23; Aziz, F., Kusratmoko, E., Manessa, M.D.M., Google earth engine application for estimating changes in water surface area of Lake Toba (2020) Earth Environ Sci, 500, pp. 1-8; Bashirian, F., Rahimi, D., Movahedi, S., Zakerinejad, R., Water level instability analysis of Urmia Lake Basin in the northwest of Iran (2020) Arab J Geosci, 13 (4), pp. 1-14; Belete, M.D., Diekkrüger, B., Roehrig, J., Linkage between water level dynamics and climate variability: The case of Lake Hawassa hydrology and ENSO Phenomena (2017) Climate, 5, p. 18; Boadi, S.A., Owusu, K., Impact of climate change and variability on hydropower in Ghana (2019) African Geographical Review, 38 (1), pp. 19-31; Catalan, J., Pla-Rabe’s, S., Wolfe, A.P., Smol, J.P., Anderson, N.J., Renberg, I., Global change revealed by palaeolimnological records from remote lakes: a Global change revealed by palaeolimnological records from remote lakes: a review (2013) J Palaeolimnol, 49, pp. 513-535; Chang, B., He, K.N., Li, R.J., Sheng, Z.P., Wang, H., Linkage of climatic factors and anthropogenic with water level fluctuations in Qinghai Lake in the northeastern Tibetan Plateau, China (2017) Water, 9, p. 7; Chesner, C.A., The Toba Caldera complex (2012) Quatern Int, 258, pp. 5-18; Dai, A., Drought under global warming: a review (2011) Clim Change, 2 (1), pp. 45-65; Davraz, A., Sener, E., Sener, S., Evaluation of climate and human effects on the hydrology and water quality of Burdur Lake Turkey (2019) J Afr Earth Sci, 158, p. 103569; Day, T., Garratt, R., Lakes and Rivers (2006) Chelsea House Publishers; Dehghanipour, A.H., Zahabiyoun, B., Schoups, G., Babazadeh, H., A WEAP-MODFLOW surface water-groundwater model for the irrigated Miyandoab plain, Urmia lake basin, Iran: multi-objective calibration and quantification of historical drought impacts (2019) Agric Water Manag, 223, p. 105704; Dehghanipour, A.H., Schoups, G., Zahabiyoun, B., Babazadeh, H., Meeting agricultural and environmental water demand in endorheic irrigated river basins: a simulation-optimization approach applied to the Urmia Lake basin in Iran (2020) Agric Water Manag, 241, p. 106353; Dehghanipour, A.H., Panahi, D.M., Mousavi, H., Effects of water level decline in lake Urmia, Iran on Local Climate Conditions (2020) Water, 12 (8), p. 2153; Delju, A.H., Ceylan, A., Piguet, E., Rebetez, M., Observed climate variability and change in Urmia Lake Basin Iran (2013) Theor Appl Climatol, 111 (1-2), pp. 285-296; Fan, Z., Wang, Z., Li, Y., Wang, W., Tang, C., Zeng, F., Water level fluctuation under the impact of lake regulation and ecological implication in Huayang Lakes, China (2020) Water, 12 (3), p. 702; Fang, J., Li, G., Rubinato, M., Ma, G., Zhou, J., Jia, G., Wang, H., Analysis of long-term water level variations in Qinghai Lake in China (2019) Water, 11 (10), pp. 1-21; Farrokhzadeh, S., Monfared, S.A.H., Azizyan, G., Shahraki, A.S., Ertsen, M.W., Abraham, E., Sustainable water resources management in an arid area using a coupled optimization-simulation modeling (2020) Water, 12, p. 3; Garcia, M., Townsend, P.A., Recent climatological trends and potential influences on forest phenology around western Lake Superior, USA (2016) J Geophys Res, 121 (22), pp. 13364-13391; Ghale, A.G., Y., Altunkaynak, A., Unal,, A., Investigation anthropogenic impacts and climate factors on drying up of Urmia lake using water budget and drought analysis (2018) Water Resour Manage, 32 (1), pp. 325-337; Presidential Regulation Number 81 of 2014 concerning the Spatial Plan for the Lake Toba Area and Its Surroundings (2014) Government of the Republic of Indonesia; Guo, M., Wu, W., Zhou, X., Chen, Y., Li, J., Investigation of the dramatic changes in lake level of the Bosten Lake in northwestern China (2015) Theoret Appl Climatol, 119 (1-2), pp. 341-351; Hanrahan, J.L., Kravtsov, S.V., Roebber, P.J., Connecting past and present climate variability to the water levels of Lakes Michigan and Huron (2010) Geophys Res Lett, 37 (1), pp. 1-6; Holdren, G.C., Turner, K., Characteristics of Lake Mead, Arizona-Nevada (2010) Lake Reservoir Manage, 26 (4), pp. 230-239; Huang, L., Liu, J., Shao, Q., Liu, R., Changing inland lakes responding to climate warming in Northeastern Tibetan Plateau (2011) Clim Change, 109 (3-4), pp. 479-502; Hutter, K., Wang, Y., Chubarenko, I.P., (2010) Physics of Lakes. Foundation of the mathematical and physical background, 1. , Springer, Berlin; Hwang, C., Peng, M.F., Ning, J., Luo, J., Sui, C.H., Lake level variations in China from TOPEX/Poseidon altimetry: Data quality assessment and links to precipitation and ENSO (2005) Geophys J Int, 161 (1), pp. 1-11; (2013) The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, p. 2013. , Cambridge University Press, Cambridge; Irwandi, H., Ariantono, J.Y., Kartika, Q.A., Siregar, A.C.P., Tari, C.A., Sudrajat, A., The effect of climate on the decrease of Lake Toba Water Level (2017) Natl Seminar Atmos Sci, 2017, pp. 105-110; Irwandi, H., Ariantono, J.Y., Siregar, A.C.P., Manulang, V., Kentjana, A.S., Pusparini, N., Sudrajat, A., (2017) Climate Change in North Sumatra. Deli Serdang Climatology Station, , (b), Meteorology, Climatology, and Geophysics Agency, North Sumatra; Irwandi, H., Pusparini, N., Ariantono, J.Y., Kurniawan, R., Tari, C.A., Sudrajat, A., The influence of ENSO to the rainfall variability in North Sumatra Province (2018) Mater Sci Eng, 335, p. 15; Irwandi, H., Syamsu Rosid, M., Mart, T., Identification of the El Niño Effect on Lake Toba’s Water Level Variation (2019) Earth Environ Sci, 406, p. 14; Jalili, S., Hamidi, S.A., Ghanbari, R.N., Climate variability and anthropogenic effects on Lake Urmia water level fluctuations, northwestern Iran (2016) Hydrol Sci J, 61 (10), pp. 1-11; Jamali, A., Rhazi, M., Finite volume coastal ocean model for water-level fl uctuation due to climate change in Aguelmam Sidi Ali Lake (Middle Atlas) (2018) Ann Limnol Int j Lim, 54, p. 5; Kebede, S., Travi, Y., Alemayehu, T., Marc, V., Water balance of Lake Tana and its sensitivity to fluctuations in rainfall, Blue Nile basin Ethiopia (2006) J Hydrol, 316 (1-4), pp. 233-247; Khazaei, B., Khatami, S., Alemohammad, S.H., Rashidi, L., Wu, C., Madani, K., Aghakouchak, A., Climatic or regionally induced by humans? Tracing hydro-climatic and land-use changes to better understand the Lake Urmia tragedy (2019) J Hydrol, 569, pp. 203-217; Lee, H.W., Kim, E.J., Park, S.S., Choi, J.H., Effects of climate change on the thermal structure of lakes in the Asian Monsoon Area (2012) Clim Change, 112 (3-4), pp. 859-880; Lei, Y., Zhu, Y., Wang, B., Yao, T., Yang, K., Zhang, X., Ma, N., Extreme lake level changes on the Tibetan Plateau Associated With the 2015/2016 El Niño (2019) Geophys Res Lett, 46 (11), pp. 5889-5898; Li Cui, B., Yan Li, X., The impact of climate changes on water level of Qinghai Lake in China over the past 50 years Bu-Li Cui and Xiao-Yan Li (2016) Hydrol Res; Loebis, J., (1999) Hydrology of Lake Toba and River Asahan. PT. Puri Fadjar Mandiri, , Jakarta; Lukman, A., Tracing the Asahan River Basin Area (2017) Eng Main Bull, 13 (1), pp. 49-54; Lukman, R., I, Study of morphometric conditions and several parameters of Lake Toba Water Stratification (2011) Jurnal LIMNOTEK; Mahmood, R., Jia, S., Zhu, W., Analysis of climate variability, trends, and prediction in the most active parts of the Lake Chad basin Africa (2019) Sci Rep; Mahsafar, H., Maknoon, R., Saghafian, B., The impact of climate change on water infrastructure (2014) J Am Water Works Assoc, 106 (4), pp. 79-81; Minale, A.S., Water level fluctuations of Lake Tana and its implication on local community’s livelihood, northwestern Ethiopia (2019) Int J River Basin Manag; Muvundja, F.A., Wüest, A., Isumbisho, M., Kaningini, M.B., Pasche, N., Rinta, P., Schmid, M., Limnologica Modelling Lake Kivu water level variations over the last seven decades (2014) Limnologica, 47, pp. 21-33; Nasution, Z., Damanik, S., (2009) Ecology of the Lake Toba Ecosystem, , University of North Sumatra, Faculty of Agriculture; Naylor, R., Falcon, W., Wada, N., Rochberg, D., Using El Niño-Southern Oscillation climate data to improve food policy planning in Indonesia (2002) Bull Indones Econ Stud, 38 (1), pp. 75-91; Ndehedehe, C.E., Agutu, N.O., Okwuashi, O., Ferreira, V.G., Spatio-temporal variability of droughts and terrestrial water storage over Lake Chad Basin using independent component analysis (2016) J Hydrol, 540, pp. 106-128; Notaro, M., Zarrin, A., Vavrus, S., Bennington, V., Simulation of heavy lake-effect snowstorms across the great lakes basin by RegCM4: synoptic climatology and variability (2013) Mon Weather Rev, 141 (6), pp. 1990-2014; Nourani, V., Ghasemzade, M., Mehr, A.D., Sharghi, E., Investigating the effect of hydroclimatological variables on Urmia lake water level using wavelet coherence measure (2019) J Water Clim Change, 10 (1), pp. 13-29; Nsubuga, F.N.W., Mearns, K.F., Adeola, A.M., Lake Sibayi variations in response to climate variability in northern KwaZulu-Natal South Africa (2019) Theor Appl Climatol, 137 (1-2), pp. 1233-1245; Oelim, H., Lake Toba Lower Level Study (2000) Research Report of the Institute for Community Service; Okonkwo, C., Demoz, B., Gebremariam, S., Characteristics of Lake Chad level variability and links to enso, precipitation, and river discharge (2014) Sci World J; Okonkwo, C., Demoz, B., Sakai, R., Ichoku, C., Anarado, C., Adegoke, J., Abdullahi, S.I., Combined effect of El Nino southern oscillation and Atlantic multidecadal oscillation on Lake Chad level variability (2015) Cogent Geoscience, 1 (1), pp. 1-19; Okotto-Okotto, J., Raburu, P.O., Obiero, K.O., Obwoyere, G.O., Mironga, J.M., Okotto, L.G., Raburu, E.A., Spatio-temporal impacts of Lake Victoria Water Level Recession on the Fringing Nyando Wetland Kenya (2018) Wetlands, 38 (6), pp. 1107-1119; Pham-Duc, B., Sylvestre, F., Papa, F., Frappart, F., Bouchez, C., Crétaux, J.F., The Lake Chad hydrology under current climate change (2020) Sci Rep, 10 (1), pp. 1-11; Pokhrel, Y.N., Felfelani, F., Shin, S., Yamada, T.J., Satoh, Y., Modeling large-scale human alteration of land surface hydrology and climate (2017) Geosci Lett, 4, p. 18; Rao, Y.R., Huang, A., Schertzer, W.M., Rouse, W.R., Modelling of physical processes and assessment of climate change impacts in Great Bear Lake (2012) Atmos Ocean, 50 (3), pp. 317-333; Reyes-García, V., Fernández-Llamazares, Á., Guèze, M., Garcés, A., Mallo, M., Vila-Gómez, M., Vilaseca, M., Local indicators of climate change: the potential contribution of local knowledge to climate research (2016) Clim Change, 7 (1), pp. 109-124; Rezaei, A., Gurdak, J.J., Large-scale climate variability controls on climate, vegetation coverage, Lake and groundwater storage in the Lake Urmia watershed using SSA and wavelet analysis (2020) Sci Total Environ, 724, p. 138273; Rong, Y., Su, H., Zhang, R., Duan, Z., Effects of climate variability on evaporation in Dongping Lake, China, during 2003–2010 (2013) Advances in Meteorology; Salamat, A., Abuduwaili, J., Impact of climate change on water level fluctuation of Issyk-Kul Lake (2015) Arab J Geosci, 8 (8), pp. 5361-5371; Samuelsson, P., Kourzeneva, E., Mironov, D., The impact of lakes on the European climate as simulated by a regional climate model (2010) Boreal Environ Res, 214, pp. 113-129; Sanikhani, H., Kisi, O., Amirataee, B., Impact of climate change on runoff in Lake Urmia basin Iran (2018) Theor Appl Climatol, 132 (1-2), pp. 491-502; Saragih, B., Sunito, S., Lake Toba: Need for an integrated management system (2001) Lakes Reserv Res Manag, 6 (3), pp. 247-251; Schulz, S., Darehshouri, S., Hassanzadeh, E., Tajrishy, M., Schüth, C., Climate change or irrigated agriculture—what drives the water level decline of Lake Urmia (2020) Sci Rep, 10 (1), pp. 1-10; Scott, R.W., Huff, F.A., Impacts of the Great Lakes on regional climate conditions (1996) J Great Lakes Res, 22 (4), pp. 845-863; Sianturi, T., Degradation of Lake Toba (2004) J Agric Res, 2 (1), pp. 1-4. ,; Sihotang, H., Purwanto, M.Y.J., Widiatmaka, W., Basuni, S., Lake Toba water resources conservation model (2012) J Nat Resour Environ Manag, 2 (2), pp. 65-72. ,; Sinyukovich, V.N., Chernyshov, M.S., Water regime of Lake Baikal under conditions of climate change and anthropogenic influence (2019) Q Int, 524, pp. 93-101; Siyal, A.A., Aamir, B.M., Munir, B.M., Ansari, K., Rubab, S., Ahmed, S., Dynamic simulation of Lake Mead water levels in response to climate change and varying demands (2019) World Environ Water Resour Congress, 2018, pp. 260-268. ,; Soja, G., Züger, J., Knoflacher, M., Kinner, P., Soja, A.M., Climate impacts on water balance of a shallow steppe lake in Eastern Austria (Lake Neusiedl) (2013) J Hydrol, 480, pp. 115-124; Song, C., Huang, B., Ke, L., Richards, K.S., Seasonal and abrupt changes in the water level of closed lakes on the Tibetan Plateau and implications for climate impacts (2014) J Hydrol, 514, pp. 131-144; Stager, J.C., Ruzmaikin, A., Conway, D., Verburg, P., Mason, P.J., Sunspots, El Niño, and the levels of Lake Victoria, East Africa (2007) J Geophys Res Atmos, 112 (15), pp. 1-13; Sun, S., Chen, H., Ju, W., Song, J., Zhang, H., Sun, J., Fang, Y., Effects of climate change on annual streamflow using climate elasticity in Poyang Lake Basin China (2013) Theor Appl Climatol, 112 (1-2), pp. 169-183; Supari, T.F., Salimun, E., Aldrian, E., Sopaheluwakan, A., Juneng, L., ENSO modulation of seasonal rainfall and extremes in Indonesia (2018) Clim Dyn, 51 (7-8), pp. 2559-2580; Tall, M., Sylla, M.B., Diallo, I., Pal, J.S., Faye, A., Mbaye, M.L., Gaye, A.T., Projected impact of climate change in the hydroclimatology of Senegal with a focus over the Lake of Guiers for the twenty-first century (2017) Theoret Appl Climatol, 129 (1-2), pp. 655-665; Tanakamaru, H., Kato, T., Takara, K., Water Balance Analysis and Water Level Simulation of Lake Toba, Indonesia (2004) Proceeding of the 2Nd Asia Pacific Association of Hydrology and Water Resources Conference, 12, pp. 107-115; Tao, S., Fang, J., Ma, S., Cai, Q., Xiong, X., Tian, D., Zhao, S., Changes in China’s lakes: Climate and human impacts (2020) Natl Sci Rev, 7 (1), pp. 132-1400; Torabi Haghighi, A., Kløve, B., A sensitivity analysis of Lake water level response to changes in climate and river regimes (2015) Limnologica, 51, pp. 118-130; Tranvik, L.J., Downing, J.A., Cotner, J.B., Loiselle, S.A., Striegl, R.G., Ballatore, T.J., Weyhenmeyer, G.A., Lakes and reservoirs as regulators of carbon cycling and climate (2009) Limnol Oceanogr, 54 (6), pp. 2298-2314; Trenberth, K.E., The Definition of El Niño (1997) Bull Am Meteol Society, 78 (1), pp. 2771-2777; Vanderkelen, I., Van Lipzig, N.P.M., Thiery, W., Modelling the water balance of Lake Victoria (East Africa)-Part 2: Future projections (2018) Hydrol Earth Syst Sci, 22 (10), pp. 5527-5549; Wagner, B., Leng, M.J., Wilke, T., Böhm, A., Panagiotopoulos, K., Vogel, H., Sulpizio, R., Potential impact of the 74 ka Toba eruption on the Balkan region, SE Europe (2013) Climate past Discuss, 9 (3), pp. 3307-3319; Wang, S.Y., Gillies, R.R., Jin, J., Hipps, L.E., Coherence between the Great Salt Lake level and the Pacific quasi-decadal oscillation (2010) J Clim, 23 (8), pp. 2161-2177; Wang, J., Sheng, Y., Wada, Y., Little impact of the Three Gorges Dam on recent decadal lake decline across China’s Yangtze Plain (2017) Water Resour Res, 53 (5), pp. 3854-3877; Wantzen, K.M., Rothhaupt, K.O., Mörtl, M., Cantonati, M., Ecological effects of water-level fluctuations in lakes: an urgent issue (2008) Hydrobiologia, 613 (1), pp. 1-4; Wesli, D., Analysis Water Balance of Lake Toba as Source an Integrated Water Regional Management (IWRM) North Sumatera (2017) Int J Eng Technol, 9 (5), pp. 3945-3953. ,; Williams, M., The ~73 ka Toba super-eruption and its impact: history of a debate (2012) Quatern Int, 258, pp. 19-29; Williams, K., Chamberlain, J., Buontempo, C., Bain, C., Regional climate model performance in the Lake Victoria basin (2015) Clim Dyn, 44 (5-6), pp. 1699-1713; Williamson, C.E., Saros, J.E., Vincent, W.F., Smol, J.P., Lakes and reservoirs as sentinels, integrators, and regulators of climate change (2009) Limnol Oceanogr, 54 (6), pp. 2273-2282; Yagbasan, O., Yazicigil, H., Assessing the impact of climate change on Mogan and Eymir Lakes’ levels in Central Turkey (2012) Environ Earth Sci, 66 (1), pp. 83-96; Yagbasan, O., Yazicigil, H., Demir, V., Impacts of climatic variables on water-level variations in two shallow Eastern Mediterranean lakes (2017) Environ Earth Sci, 76 (16), p. 575; Yao, J., Chen, Y., Zhao, Y., Yu, X., Hydroclimatic changes of Lake Bosten in Northwest China during the last decades (2018) Sci Rep, 8 (1), pp. 1-13; Yin, Y., Xu, Y., Chen, Y., Relationship between flood/drought disasters and ENSO from 1857 to 2003 in the Taihu Lake basin China (2009) Q Int, 208 (1-2), pp. 93-101; YujieYuan, G.Z., Liang, J., Huang, L., Hua, S., Li, F., Zhu, Y., He, Y., Variation of water level in Dongting Lake over a 50-year period: implications for the impacts of anthropogenic and climatic factors (2015) J Hydrol, 24, pp. 450-456; Zhang, G., Water level variation of Lake Qinghai from satellite and measurements under climate change (2011) J Appl Remote Sens, 5 (1), p. 053532; Zhou, J., Liang, Z., Liu, Y., Guo, H., He, D., Zhao, L., Six-decade temporal change and seasonal decomposition of climate variables in Lake Dianchi watershed (China): stable trend or abrupt shift? (2014) Theoret Appl Climatol, 119 (1-2), pp. 181-191

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