Skip to main content
Log in

Has the Bosten Lake Basin been dry or wet during the climate transition in Northwest China in the past 30 years?

  • Original Paper
  • Published:
Theoretical and Applied Climatology Aims and scope Submit manuscript

Abstract

Research has shown that the climate in northwest China has turned to warm-wet in recent decades. Does this mean that the entire northwest of China has become wet in the last few decades? In the context of the climate transition in northwest China, this paper investigates whether the Bosten Lake Basin (BLB) located in southern Xinjiang has been dry or wet in the last 30 years. We used the Standardized Precipitation Evapotranspiration Index (SPEI) and Temperature Vegetation Drought Index (TVDI) to investigate these changes. The results show that although the dry-wet changes indicated by the SPEI and TVDI exhibited slight spatiotemporal differences, the entire BLB reflected a tendency to be dry. That is, the BLB has not become wet during the climate transition in northwest China, but is developing a trend toward aridification. The main conclusions of this study are as follows: (1) The SPEI indicated a drying trend in seasonal and interannual variations in plains; in mountains, except in spring and summer it has a drying trend, too. (2) The TVDI showed that although the drying trend in summer and winter was weaker than that in spring and autumn in the BLB, where some regions represented a significant tendency toward wetness owing to seasonal or annual changes, the entire study area has still become more dry.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

References

  • Alexander L, Allen S, Bindoff NL (2013) Working group I Contribution to the IPCC Fifth Assessment Report Climate Change 2013: the physical science basis summary for policymakers. IPCC

  • Allen RG, Pereira LS, Raes D, Smith M (1998) Crop Evapotranspiration-Guidelines for computing crop water requirements- FAO Irrigation and drainage paper 56. Fao, Rome 300(9):D05109

  • Bae S, Lee S-H, Yoo S-H, Kim T (2018) Analysis of drought intensity and trends using the modified SPEI in South Korea from 1981 to 2010. Water 10(3):327

    Google Scholar 

  • Carlson TN, Gillies RR, Perry EM (1994) A method to make use of thermal infrared temperature and NDVI measurements to infer surface soil water content and fractional vegetation cover. Remote Sens Rev 9(1–2):161–173

    Google Scholar 

  • Chen YN, Yang Q, Luo Y, Shen YJ, Pan XL, Li LH, Li ZQ (2012) Ponder on the issues of water resources in the arid region of northwest China. Arid Land Geogr 35(1):1–9

    Google Scholar 

  • Chen ZS, Chen YN, Li BF (2013) Quantifying the effects of climate variability and human activities on runoff for Kaidu River Basin in arid region of northwest China. Theor Appl Climatol 111(3–4):537–545

    Google Scholar 

  • Chen YN, Deng HJ, Li BF, Li Z, Xu CC (2014a) Abrupt change of temperature and precipitation extremes in the arid region of Northwest China. Quat Int 336:35–43

    Google Scholar 

  • Chen YN, Li Z, Fan YT, Wang HJ, Fang GH (2014b) Research progress on the impact of climate change on water resources in the arid region of Northwest China. J Geogr Sci 69(9):1295–1304

    Google Scholar 

  • Chen YN, Li Z, Fan YT, Wang HJ, Deng HJ (2015) Progress and prospects of climate change impacts on hydrology in the arid region of northwest China. Environ Res 139:11–19

    Google Scholar 

  • Chen SD, Zhang LP, Liu X, Guo MY, She DX (2018) The use of SPEI and TVDI to assess temporal-spatial variations in drought conditions in the middle and lower reaches of the Yangtze River Basin, China. Adv Meteorol 2018:1–11

    Google Scholar 

  • Cheng L, Liu RH, Shen SH, Li SY (2007) Analysis of drought patterns of winter wheat in Henan Province. Meteorol Environ Sci 30(4):3–6

    Google Scholar 

  • Cui XL, Chen Y, Zhang L, Wei XQ (2018) Spatial interpolation of MODIS land surface temperature products based on DEM correction. J Geoinform Sci 20(12):1768–1776

    Google Scholar 

  • Dhorde AG, Patel NR (2016) Spatio-temporal variation in terminal drought over western India using dryness index derived from long-term MODIS data. Ecol Inform 32:28–38

    Google Scholar 

  • Ding YH, Ren GY, Shi GY, Gong P, Zheng XH, Zhai PM, Zhang DE, Zhao ZC, Wang SW, Wang HJ, Luo Y, Chen DL, Gao XJ, Dai XS (2006) National assessment report of climate change (I): climate change in China and its future trend Adv Clim Chang Res 2(1):3-8+50

  • Dong DW, Wang DW, Tian SY, Halik A (2019) Spatio-temporal variatons invegetatin cover in Hotan Oasis from 1994 to 2016. Acta Ecol Sin 39(10):3710–3719

    Google Scholar 

  • Douglasa EM, Vogela RM, Krollb CN (2000) Trends in foods and low flows in the United States: impact of spatial correlation. J Hydrol 240:90–105

    Google Scholar 

  • Du JQ, Ahati J, Zhao CY, Fang GL, Yin JQ, Xiang B, Yuan XJ, Fang SF (2015a) Dynamic changes in vegetation NDVI from 1982 to 2012 and its responses to climate change and human activities in Xinjiang, China. Chin J Appl Ecol 26(12):3567–3578

    Google Scholar 

  • Du LT, Hou J, Hu Y, Wang XY, Wang L (2015b) Drought variation characteristics in Ningxia from 2000 to 2010 based on temperature vegetation dryness index by remote sensing. Trans Chin Soc Agric Eng 31(14):209–216

    Google Scholar 

  • Du JQ, Zhao CY, Ahati J, Fang SF, Xiang B, Yin JQ, Ping H, Yuan XJ, Fang GL, Shu JM (2016) Analysis on spatio-temporal trends and drivers in monthly NDVI during recent decades in Xinjiang, China based two datasets. Trans Chin Soc Agric Eng 32(5):172–181

    Google Scholar 

  • Du LT, Song NP, Liu K, Hou J, Hu Y, Zhu YG, Wang XY, Wang L, Guo YG (2017) Comparison of two simulation methods of the temperature vegetation dryness index (TVDI) for drought monitoring in semi-arid regions of China. Remote Sens 9(2):177

    Google Scholar 

  • Fan LS, Jiang JH, Sheng H, Huang XP (2009) Reverse of soil moisture for summer drought period in Hangzhou by using TVDI method. Chin J Agrometeorol 30(2):230–234

    Google Scholar 

  • Garcia M, Fernández N, Villagarcía L, Domingo F, Puigdefábregas J, Sandholt I (2014) Accuracy of the Temperature–Vegetation Dryness Index using MODIS under water-limited vs. energy-limited evapotranspiration conditions. Remote Sens Environ 149:100–117

    Google Scholar 

  • Guo HD, Huo AD, Wang CL, Sun ZG, Li HK, Hou XJ, Zhang GJ (2009) Study on the monitoring model of soil moisture for Aeolian desertification using MODIS image data. Sixth International Symposium on Digital Earth: Models, Algorithms, and Virtual Reality

  • Han X (2014) Quantitative analysis of hydrological characteristics of Kaidu River Basin based on GIS technology. Dissertation, Sichuan Normal University

  • He JP (2018) Spatio-temporal change and driving force mechanism of oasis in the Kaidu-Kongqi River Basin over the past 30 years. Dissertation, Xinjiang University

  • He JC, Bai YG, Zhang YJ (2015) Soil drought characteristics in Xinjiang with remote sensing data. Arid Land Geogr 38(4):735–742

    Google Scholar 

  • Hu RJ, Jiang FQ, Wang YJ, Fan ZL (2002) A study on signals and effects of climatic pattern change from warm-dry to warm-wet in Xinjiang. Arid Land Geogr 25(3):194–200

    Google Scholar 

  • Huang PY (2009) Impact of climate change on desert vegetation and its countermeasures. In: Academic annual meeting of Chinese society for environmental sciences, Hubei city, Wuhan province, China, p. 5

  • IPCC (2014) Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Core Writing Team, R.K. Pachauri and L.A. Meyer (eds.)]. IPCC, Geneva, Switzerland

  • Jensen M E, Burman R D, Allen R G (1990) Evapotranspiration and irrigation water requirements. ASCE Manuals and Reports on Engineering Practice, No. 70:332

  • Ji L, Peters AJ (2003) Assessing vegetation response to drought in the northern Great Plains using vegetation and drought indices. Remote Sens Environ 87(1):85–98

    Google Scholar 

  • Jiang DB, Su MF, Wei RQ, Liu B (2009a) Variation and projection of drought and wet conditions in Xinjiang. Chin J Atmos Sci 33(1):90–98

    Google Scholar 

  • Jiang M, Zhang XF, Tong QX (2009b) Monitoring and evaluation of desertification in Shihezi area using Landsat TM imagery. Second International Conference on Earth Observation for Global Changes

  • Jin LY, Li J, Wang X, Chen FH (2004) The temporal and spatial distribution of surface dry-wet conditions over northwestern China in recent 50 years. J Geogr Sci 59(6):847–854

    Google Scholar 

  • Jones PD, Osborn TJ, Briffa KR (2001) The evolution of climate over the last millennium. Science 292(5517):662–667

    Google Scholar 

  • Kabel K, Moros M, Porsche C, Neumann T, Adolphi F, Andersen TJ, Siegel H, Gerth M, Leipe T, Jansen E, Sinninghe Damsté JS (2012) Impact of climate change on the Baltic Sea ecosystem over the past 1,000 years. Nat Clim Chang 2(12):871–874

    Google Scholar 

  • Li QH, Chen YN (2014) Response of spatial and temporal distribution of NDVI to hydrothermal condition variation in arid regions of Northwest China during 1981-2006. J Glaciol Geocryol 36(2):327–334

    Google Scholar 

  • Li YL, Cui JY, Zhang TH (2002) Comparative study on calculation methods of reference evapotranspiration. J Desert Res 22(4):372–376

    Google Scholar 

  • Li ZG, Wang YL, Wu JS, Zhang XF (2006) Relationship between surface dryness degree and landuse types based on TVDI on Loess Plateau. Geogr Res 25(5):913–920+950

    Google Scholar 

  • Li PF, Sun XM, Zhao XY (2012a) Analysis of precipitation and potential evapotranspiration in arid and semi arid area of China in recent 50 years. J Arid Land Resour Environ 26(7):57–63

    Google Scholar 

  • Li WG, Yi X, Hou MT, Chen HL, Chen ZL (2012b) Standardized precipitation evapotranspiration index shows drought trends in China. Chin J Eco-Agric 20(5):643–649

    Google Scholar 

  • Li B, Chen YN, Li WH, Chen ZS, Zhang BH, Guo B (2013a) Spatial and temporal characteristics of temperature and precipitation in the arid region of China from 1960-2010. Fresen Environ Bull 22(2):362–371

    Google Scholar 

  • Li Z, Chen YN, Shen YJ, Liu YB, Zhang SH (2013b) Analysis of changing pan evaporation in the arid region of Northwest China. Water Resour Res 49(4):2205–2212

    Google Scholar 

  • Li HX, Yan J, Chen YN, Hao XM (2017) Retrieval of soil moisture information in Xinjiang using MODIS. Acta Pratacul Sin 26(6):16–27

    Google Scholar 

  • Liang L, Zhao SH, Qin ZH, He KX, Chen C, Luo YX, Zhou XD (2014) Drought change trend using MODIS TVDI and its relationship with climate factors in China from 2001 to 2010. J Integr Agric 13(7):1501–1508

    Google Scholar 

  • Liu Y, Yue H (2018) The temperature vegetation dryness index (TVDI) based on bi-parabolic NDVI-Ts space and gradient-based structural similarity (GSSIM) for long-term drought assessment across Shaanxi Province, China (2000–2016). Remote Sens 10(6):959

    Google Scholar 

  • Liu SM, Sun ZP, Li XW, Liu CM (2003) A comparatvie study on models for estimating evapotranspiration. J Nat Resour 18(2):161–167

    Google Scholar 

  • Liu XM, Luo YZ, Zhang D, Zhang MH, Liu CM (2011) Recent changes in pan-evaporation dynamics in China. Res Lett 38(13)

  • Liu XM, Zhang D, Luo YZ, Liu CM (2012) Spatial and temporal changes in aridity index in northwest China: 1960 to 2010. Theor Appl Climatol 112(1–2):307–316

    Google Scholar 

  • Liu LY, Liao JS, Chen XZ, Zhou GY, Su YX, Xiang ZY, Wang Z, Liu XD, Li YY, Wu JP, Xiong X, Shao HY (2017) The Microwave Temperature Vegetation Drought Index ( MTVDI ) based on AMSR - E brightness temperatures for long-term drought assessment across China (2003–2010). Remote Sens Environ 199:302–320

    Google Scholar 

  • Liu B, Martre P, Ewert F et al (2018) Global wheat production with 1.5 and 2.0 °C above pre-industrial warming. Glob Chang Biol 25(4):1428–1444

    Google Scholar 

  • Lu JB, Sun G, McNulty SG, Amatya DM (2005) A comparison of six potential evapotranspiration methods for regional use in the southeastern United States. J Am Water Resour Assoc 41(3):621–633

    Google Scholar 

  • McKee TB, Doesken NJ, Kleist J (1993) The relationship of drought frequency and duration to time scales. Proceedings of the 8th Conference on Applied Climatology, American Meteorological Society Boston, MA, pp 179–184

  • Pang SF, Wei W, Guo ZC, Zhang J, Xie BB (2019) Agricultural drought characteristics and its influencing factors in Gansu Province based on TVDI. Chin J Ecol 38(6):1849–1860

    Google Scholar 

  • Peng Q, Wang RH, Jiang YL, Wu XQ (2018) Adaptability of drought situation monitor in Xinjiang with the NDVI-LST index. Acta Ecol Sin 38(13):4694–4703

    Google Scholar 

  • Petropoulos GP, Ireland G, Barrett B (2015) Surface soil moisture retrievals from remote sensing: current status, products & future trends. Phys Chem Earth Parts A/B/C 83-84:36–56

    Google Scholar 

  • Poupkou A, Zanis P, Nastos P, Papanastasiou D, Melas D, Tourpali K, Zerefos C (2011) Present climate trend analysis of the Etesian winds in the Aegean Sea. Appl Climatol 106(3–4):459–472

    Google Scholar 

  • Price JC (1990) Using spatial context in satellite data to infer regional scale evapotranspiration. IEEE Trans Geosci Remote Sens 28(5):940–948

    Google Scholar 

  • Przeździecki K, Zawadzki J, Miatkowski Z (2018) Use of the temperature–vegetation dryness index for remote sensing grassland moisture conditions in the vicinity of a lignite open-cast mine. Environ Earth Sci 77(17)

  • Pu ZC, Zhang SQ, Wang SL, Li JL, Liu M, Sun YQ (2009) Study on the change of annual potential evapotranspiration in the Tianshan mountainous in resent 36 years and its comparison with that in South Xinjiang and North Xinjiang. Arid Zone Res 26(3):424–432

    Google Scholar 

  • Pu ZC, Zhang SQ, Li JL, Wang SL, Liu HR, Li J (2010) Climate change of area around Taklimakan Desert during 1961—2007. J Desert Res 30(2):413–421

    Google Scholar 

  • Pu ZC, Zhang SQ, Wang SL, Zhou XL, Feng ZM (2011) The spatial-temporal variation characteristic of dry-wet climate in recent 48 years in Xinjiang Province, China. J Desert Res 31(6):1563–1572

    Google Scholar 

  • Qi SH, Wang CY, Niu Z (2003) Evaluating soil moisture status in China using the temperature/vegetation dryness index(TVDI). J Remote Sens 7(5):420–427+436

    Google Scholar 

  • Qian L, Yang YL, Zhang YL, Teng J, Liu JJ (2015) Temporal and spatial distribution and influence factors of extreme precipitation in eastern Hexi Corridor. Arid Land Geogr 38(2):207–214

    Google Scholar 

  • Qiao L, Wu LR, Zhang GJ (2015) Temporal and spatial chengs of land surface temperature in China in recnet 50 years. Bull Soil Water Conserv 35(5):323–326

    Google Scholar 

  • Rahimzadeh-Bajgiran P, Omasa K, Shimizu Y (2012) Comparative evaluation of the Vegetation Dryness Index (VDI), the Temperature Vegetation Dryness Index (TVDI) and the improved TVDI (iTVDI) for water stress detection in semi-arid regions of Iran. ISPRS-J Photogramm Remote Sens 68:1–12

    Google Scholar 

  • Rong YS, Zhou Y, Wang W (2011) Analysis of panevaporation changes in the Huaihe River basin. Adv Water Sci 22(1):15–22

    Google Scholar 

  • Sandholt I, Rasmussen K, Andersen J (2002) A simple interpretation of the surface temperature/vegetation index space for assessment of surface moisture status. Remote Sens Environ 79(2):213–224

    Google Scholar 

  • Shen YP, Su HC, Wang GY, Mao WY, Wang SD, Han P, Wang NL, Li ZQ (2013) The responses of glaciers and snow cover to climate chang in Xinjiang (I): hydrological effects. J Glaciol Geocryol 35(3):513–527

    Google Scholar 

  • Shi C, Liu XD (2012) Continent drought characteristics over the eastern hemisphere from 1947 to 2006: analyses based on the SPEI dataset. J Desert Res 32(6):1691–1701

    Google Scholar 

  • Shi YF, Shen YP, Hu RJ (2002) Preliminary study on signal , impact and foreground of climatic shift from warm-dry to warm-humid in Northwest China. J Glaciol Geocryol 24(3):219–226

    Google Scholar 

  • Shi YF, Shen YP, Li DL, Zhang GW, Ding YJ, Hu RJ, Kang ES (2003) Discussion on the present climate change from warm-dry to warm-wet in Northwest China. Quat Sci 23(2):152–164

    Google Scholar 

  • Shi FZ, Zhao CY, Zhou X, Li XH (2018) Spatial variations of climate-driven trends of water vapor pressure and relative humidity in Northwest China. J Atmos Sci 55(2):221–231

    Google Scholar 

  • Silva PS, Bastos A, Libonati R, Rodrigues JA, DaCamara CC (2019) Impacts of the 1.5 °C global warming target on future burned area in the Brazilian Cerrado. For Ecol Manag 446:193–203

    Google Scholar 

  • Song CQ, You SC, Liu GH, Ke L, Zhong XK (2011) The spatial pattern of soil moisture in northern Tibet based on TVDI method. Prog Geogr 30(5):569–576

    Google Scholar 

  • Sun YJ, Liu XF, Ren ZY, Li SS (2019) Spatiotemporal variations of multi-scale drought and its influencing factors across the Loess Plateau from 1960 to 2016. Geogr Res 38(7):1820–1832

    Google Scholar 

  • Szabó S, Elemér L, Kovács Z, Püspöki Z, Kertész A, Singh SK, Balázs B (2019) NDVI dynamics as reflected in climatic variables: spatial and temporal trends – a case study of Hungary. GISci Remote Sens 56(4):624–644

    Google Scholar 

  • Tao H, Borth H, Fraedrich K, Su BD, Zhu XH (2014) Drought and wetness variability in the Tarim River Basin and connection to large-scale atmospheric circulation. Int J Climatol 34(8):2678–2684

    Google Scholar 

  • Tong SQ, Lai Q, Zhang JQ, Bao YH, Lusi A, Ma QY, Li XQ, Zhang F (2018) Spatiotemporal drought variability on the Mongolian Plateau from 1980-2014 based on the SPEI-PM, intensity analysis and Hurst exponent. Sci Total Environ 615:1557–1565

    Google Scholar 

  • Vicente-Serrano SM, Beguería S, López-Moreno JI (2010a) A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index. J Clim 23(7):1696–1718

    Google Scholar 

  • Vicente-Serrano SM, Beguería S, López-Moreno JI, Angulo M, El Kenawy A (2010b) A new global 0.5° gridded dataset (1901–2006) of a multiscalar drought index: comparison with current drought index datasets based on the palmer drought severity index. J Hydrometeorol. 11(4):1033–1043

    Google Scholar 

  • Wang SX (2008) Study on effect of oasis water and land resources development and environment in Kaidu-Konqi River Basin. Dissertation, Xinjiang Agricultural University

  • Wang L, Chen W (2014) Applicability analysis of standardized precipitation evapotranspiration index in drought monitoring in China. Plateau Meteorol 33(2):423–431

    Google Scholar 

  • Wang CJ, Zhang XL, Du HR, Wang F (2012) Comprehensive evaluation and analysis on the water resources carrying capacity levels in the Kaidu-Konqi River Basin. J Glaciol Geocryol 34(4):990–998

    Google Scholar 

  • Wang HJ, Chen YN, Chen ZS, Li WH (2013a) Changes in annual and seasonal temperature extremes in the arid region of China, 1960–2010. Nat Hazards 65(3):1913–1930

    Google Scholar 

  • Wang HJ, Chen YN, Xun S, Lai DM, Fan YT, Li Z (2013b) Changes in daily climate extremes in the arid area of northwestern China. Appl Climatol 112(1–2):15–28

    Google Scholar 

  • Wang YF, Shen YJ, Chen YN, Guo Y (2013c) Vegetation dynamics and their response to hydroclimatic factors in the Tarim River Basin, China. Ecohydrology 6(6):927–936

    Google Scholar 

  • Wang H, Yang ZX, Wang L, Liu YP, Song Y, Cao J (2014a) The application of TVDI in drought monitoring over Yunnan province during 2009 to 2010. J Yunnan Univ 36(1):59–65

    Google Scholar 

  • Wang SP, Jiang FQ, Wu XB, Hu RJ (2014b) Temporal and spatial variability of the extreme precipitation indices over the arid regions in Northwest China from 1961 to 2010. J Glaciol Geocryol 36(2):318–326

    Google Scholar 

  • Wang C, Xu JH, Chen YN, Bai L, Chen ZS (2017a) A hybrid model to assess the impact of climate variability on streamflow for an ungauged mountainous basin. Clim Dyn 50:2829–2844

    Google Scholar 

  • Wang ZL, Li J, Lai CG, Huang ZQ, Zhong RD, Zeng ZY, Chen XH (2017b) Increasing drought has been observed by SPEI_pm in Southwest China during 1962–2012. Theor Appl Climatol 133(1–2):23–38

    Google Scholar 

  • Wang C, Xu JH, Chen YN, Li WH (2019) An approach to simulate the climate-driven streamflow in the data-scarce mountain basins of Northwest China. J Earth Syst Sci 128(4)

  • Wei K, Wang L (2013) Reexamination of the aridity conditions in arid Northwestern China for the last decade. J Clim 26(23):9594–9602

    Google Scholar 

  • Xu JH, Chen YN, Li WH, Ji MH, Dong S, Hong YL (2009) Wavelet analysis and nonparametric test for climate change in Tarim River Basin of Xinjiang during 1959–2006. Chin Geogr Sci 19(4):306–313

    Google Scholar 

  • Xu JH, Chen YN, Li WH, Liu ZH, Tang J, Wei CM (2015a) Understanding temporal and spatial complexity of precipitation distribution in Xinjiang, China. Theor Appl Climatol 123(1–2):321–333

    Google Scholar 

  • Xu K, Yang DW, Yang HB, Li Z, Qin Y, Shen Y (2015b) Spatio-temporal variation of drought in China during 1961–2012: a climatic perspective. J Hydrol 526:253–264

    Google Scholar 

  • Xuan JW, Zheng JH, Liu ZH (2016) SPEI-based spatiotemporal variation of drought in Xinjiang. Arid Zone Res 33(2):338–344

    Google Scholar 

  • Yang L, Yang YZ (2016) The spatial and temporal pattern of soil moisture in the west Liaohe river basin based on TVDI method and its influencing factors. J Arid Land Resour Environ 30(2):76–81

    Google Scholar 

  • Zarei AR, Moghimi MM (2019) Modified version for SPEI to evaluate and modeling the agricultural drought severity. Int J Biometeorol 63(7):911–925

    Google Scholar 

  • Zhang JB, Yuan YJ (2002) A tentative discussion on the impact of climate on surface water resources in Xinjiang. J Nat Resour 17(1):28–34

    Google Scholar 

  • Zhang Q, Li JF, Singh VP, Xu CY, Bai YG (2012a) Changing structure of the precipitation process during 1960–2005 in Xinjiang, China. Theor Appl Climatol 110(1–2):229–244

    Google Scholar 

  • Zhang Y, Wei W, Jiang F, Liu M, Wang W, Bai L, Li K (2012b) Brief communication “Assessment of change in temperature and precipitation over Xinjiang, China”. Nat Hazards Earth Syst Sci 12(5):1327–1331

    Google Scholar 

  • Zhang Z, Ding JL, Li X, Yan XY (2015) Suitability of TVDI used to monitor agricultural drought in arid area. J Desert Res 35(1):220–227

    Google Scholar 

  • Zhao X, Tan K, Zhao S, Fang J (2011) Changing climate affects vegetation growth in the arid region of the northwestern China. J Arid Environ 75(10):946–952

    Google Scholar 

  • Zhong Q, Jiao L, Li Z, Jiao W, Chen YN (2019) Spatial and temporal changes of potential evapotranspiration and its attribution in the Bosten Lake Basin. Arid Land Geogr 42(1):103–112

    Google Scholar 

  • Zhu CH (1982) A further discussion on the climatological calculating method of total radiation (II). J Nanjing Inst Meteorol (2):196–206

  • Zhu NN, Xu JH, Li WH, Li KM, Zhou C (2018) A comprehensive approach to assess the hydrological drought of inland river basin in Northwest China. Atmosphere 9(10)

  • Zhuang SW, Zuo HC, Ren PC, Xiong GJ, Li BD, Dong WC, Wang LY (2013) Application of standardized precipitation evapotranspiration index in China. Clim Environ Res 18(5):617–625

    Google Scholar 

  • Zotarelli L, Dukes MD, Romero CC, Migliaccio KW, Morgan KT (2010) Step by step calculation of the Penman-Monteith Evapotranspiration (FAO-56 method). Institute of Food and Agricultural Sciences. University of Florida

  • Zuo JP, Xu JH, Li WH, Yang DY (2019) Understanding shallow soil moisture variation in the data-scarce area and its relationship with climate change by GLDAS data. PLoS One 14(5):e0217020

    Google Scholar 

Download references

Funding

This work was supported by the National Natural Science Foundation of China (Grant Nos. 41871025, 41630859) and the Strategic Priority Research Program of the Chinese Academy of Sciences (Grant No. XDA20100303).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jianhua Xu.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yang, H., Xu, J., Chen, Y. et al. Has the Bosten Lake Basin been dry or wet during the climate transition in Northwest China in the past 30 years?. Theor Appl Climatol 141, 627–644 (2020). https://doi.org/10.1007/s00704-020-03209-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00704-020-03209-0

Navigation