Skip to main content

Advertisement

Log in

Spatiotemporal characteristics of droughts and floods in northeastern China and their impacts on agriculture

  • Original Paper
  • Published:
Stochastic Environmental Research and Risk Assessment Aims and scope Submit manuscript

Abstract

Heilongjiang Province is a major grain production base in China, and its agricultural development plays an important role in China’s social economy. Drought and flood events are the primary disasters in Heilongjiang Province and have considerable impacts on agriculture. In this study, relatively complete monthly precipitation data from 26 meteorological stations in Heilongjiang Province during the period of 1958–2013 were analyzed using the standardized precipitation index (SPI) combined with principal component analysis, Mann–Kendall trend analysis and Morlet wavelet analysis to determine the spatial and temporal distributions of drought and flood events in this province. The results were as follows: (1) the whole of Heilongjiang exhibited an aridity trend. In northern Heilongjiang, spring and summer experienced a wetting trend, and autumn and winter experienced an aridity trend. (2) The SPI3 exhibited 8- and 16-year periodic variation characteristics in spring, 10- and 22-year periodic variation characteristics in summer, and 10- and 32-year periodic variation characteristics in autumn. In addition to the 10-year periodic variation characteristics in winter, other periodic variation characteristics were observed. (3) The increasing trend in the percentage of stations affected by flood was more obvious than that affected by drought. Therefore, Heilongjiang Province is more vulnerable to flooding. (4) The influence of drought and flood disasters in Heilongjiang Province showed a growth trend, but the flood effect was more remarkable. (5) The agricultural area affected by drought and flood disasters in Heilongjiang Province showed an increasing trend. Although there was a greater increase in flood disaster area, the main types of disasters were drought-dominated.

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

  • Aliaga VS, Ferrelli F, Piccolo MC (2017) Regionalization of climate over the Argentine Pampas. Int J Climatol 24(10):2438–2448

    Google Scholar 

  • Bordi I, Fraedrich K, Jiang J-M, Sutera A (2004) Spatio-temporal variability of dry and wet periods in eastern China. Theoret Appl Climatol 79(1–2):81–91

    Article  Google Scholar 

  • Carvalho MJ, Melo-Gonçalves P, Teixeira JC, Rocha A (2016) Regionalization of Europe based on a K-means cluster analysis of the climate change of temperatures and precipitation. Phys Chem Earth Parts A/b/c 94:22–28

    Article  Google Scholar 

  • Emmer A, Merkl S, Mergili M (2015) Spatiotemporal patterns of high-mountain lakes and related hazards in western Austria. Geomorphology 246(246):602–616

    Article  Google Scholar 

  • Farge M (2003) Wavelet transforms and their applications to turbulence. Phys Today 56(4):68

    Article  Google Scholar 

  • Fu Q, Li TX, Li TN, Li H (2016) Temporal-spatial evolution patterns of the annual precipitation considering the climate change conditions in the Sanjiang Plain. J Water Clim Change 7(1):198–211. https://doi.org/10.2166/wcc.2015.012

    Article  Google Scholar 

  • Gao J, Liu Y (2011) Climate warming and land use change in Heilongjiang Province, Northeast China. Appl Geogr 31(2):476–482

    Article  Google Scholar 

  • Gao C, Zhang Z, Zhai J, Liu Q, Yao M (2015) Research on meteorological thresholds of drought and flood disaster: a case study in the Huai River Basin, China. Stoch Env Res Risk Assess 29(1):157–167

    Article  Google Scholar 

  • Gosain AK, Rao S, Arora A (2011) Climate change impact assessment of water resources of India. Curr Sci 101:356–371

    Google Scholar 

  • Gu JP, Wang SY, Gong JG, Sun ZF, Gong WL (2017) Spational-temporal evolution study of drought and flood in Heilongjiang Province. Int J Hydroelectr Energy 35(02):17–20

    Google Scholar 

  • Han W, Liang C, Jiang B, Ma W, Zhang Y (2016) Major natural disasters in China, 1985–2014: occurrence and damages. Int J Environ Res Public Health 13(11):E1118

    Article  Google Scholar 

  • Hsu KC, Li ST (2010) Clustering spatial–temporal precipitation data using wavelet transform and self-organizing map neural network. Adv Water Resour 33(2):190–200

    Article  Google Scholar 

  • Huang J, Sun SL, Xue Y, Li JJ, Zhang JC (2014) Spatial and temporal variability of precipitation and dryness/wetness during 1961–2008 in Sichuan Province, West China. Water Resour Manag 28(6):1655–1670

    Article  Google Scholar 

  • Huang J, Liu FG, Xue Y, Sun SL (2015) The spatial and temporal analysis of precipitation concentration and dry spell in Qinghai, northwest China. Stoch Env Res Risk Assess 29(5):1403–1411

    Article  Google Scholar 

  • Jiang XY, Fan JB, Zhang JQ, Tong ZJ, Liu XP (2009) Gis-based risk assessment on rain and flood disasters of Songhua river. J Catastr 24(03):51–56

    Google Scholar 

  • Jiang C, Li DQ, Gao YN, Liu WF, Zhang LB (2016) Impact of climate variability and anthropogenic activity on streamflow in the Three Rivers Headwater Region, Tibetan Plateau, China. Theoret Appl Climatol 129(1):1–15

    Google Scholar 

  • Kalayci S, Kahya E (2006) Assessment of streamflow variability modes in Turkey: 1964–1994. J Hydrol 324(1):163–177

    Article  Google Scholar 

  • Khan MI, Liu D, Fu Q, Saddique Q, Faiz MA, Li TX, Qamar MU, Cui S, Cheng C (2017) Projected changes of future extreme drought events under numerous drought indices in the Heilongjiang Province of China. Water Resour Manag 31:3921–3937

    Article  Google Scholar 

  • Li C, Wang RH (2016) Recent changes of precipitation in Gansu, Northwest China: an index-based analysis. Theoret Appl Climatol 129(1–2):1–16

    Google Scholar 

  • Li TX, Fu Q, Cui S, Liu D (2017) Variation of precipitation and its impact on agricultural production in Heilongjiang Province. J Irrig Drain 36(05):103–108

    Google Scholar 

  • Liu Y, An ZS, Ma HZ, Liu ZY, Kutzbach JK, Shi JF et al (2006) Precipitation variation in the northeastern Tibetan Plateau recorded by the tree rings since 850 AD and its relevance to the Northern Hemisphere temperature. Sci China 49(4):408–420

    Article  Google Scholar 

  • Liu WB, Cai TJ, Ju CY, Fu GB, Yao YF, Cui XQ (2011) Assessing vegetation dynamics and their relationships with climatic variability in Heilongjiang province, northeast China. Environ Earth Sci 64(8):2013–2024

    Article  Google Scholar 

  • Liu BJ, Chen XH, Chen JF, Chen XH (2016) Impacts of different threshold definition methods on analyzing temporal-spatial features of extreme precipitation in the Pearl River Basin. Stoch Environ Res Risk Assess 1–12

  • Liu Y, Ren LL, Ma MW, Yang XL, Yuan F, Jiang SH (2016b) An insight into the Palmer drought mechanism based indices: comprehensive comparison of their strengths and limitations. Stoch Env Res Risk Assess 30(1):119–136

    Article  CAS  Google Scholar 

  • Liu YS, Yuan XM, Guo L, Huang YH, Zhang XL (2017) Driving force analysis of the temporal and spatial distribution of flash floods in Sichuan Province. Sustainability 9(9):1527

    Article  Google Scholar 

  • Malik N, Bookhagen B, Mucha PJ (2016) Spatiotemporal patterns and trends of Indian monsoonal rainfall extremes. Geophys Res Lett 43(4):1710

    Article  Google Scholar 

  • Mckee TB, Doesken NJ, Kliest J (1993) The relation-ship of drought frequency and duration to time scales. In: Proceedings of the 8th conference on applied climatology, Boston: American Meteorological Society, pp 179–182

  • Min Y (2013) Spatiotemporal evolution of the droughts and floods over China. Physics 62(13):139203

    Google Scholar 

  • Mitra S, Srivastava P (2017) Spatiotemporal variability of meteorological droughts in southeastern USA. Nat Hazards 86(3):1007–1038

    Article  Google Scholar 

  • Na XD, Zang SY, Zhang NN, Cui J (2015) Impact of land use and land cover dynamics on Zhalong wetland reserve ecosystem, Heilongjiang Province, China. Int J Environ Sci Technol 12(2):445–454

    Article  Google Scholar 

  • Naghettini M, Gontijo NT, Portela MM (2012) Investigation on the properties of the relationship between rare and extreme rainfall and flood volumes, under some distributional restrictions. Stoch Env Res Risk Assess 26(6):859–872

    Article  Google Scholar 

  • Oesting M, Stein A (2018) Spatial modeling of drought events using max-stable processes. Stoch Env Res Risk Assess 32(1):63–81

    Article  Google Scholar 

  • Padhee SK, Nikam BR, Dutta S, Aggarwal SP (2017) Using satellite-based soil moisture to detect and monitor spatiotemporal traces of agricultural drought over Bundelkhand region of India. Mapp Sci Remote Sens 54(2):144–166

    Google Scholar 

  • Pei W, Fu Q, Liu D, Li TX, Cheng K (2016) Assessing agricultural drought vulnerability in the Sanjiang Plain based on an improved projection pursuit model. Nat Hazards 82(1):683–701. https://doi.org/10.1007/s11069-016-2213-4

    Article  Google Scholar 

  • Pei W, Fu Q, Li TX (2017) Spatiotemporal analysis of the agricultural drought risk in Heilongjiang Province. Theor Appl Climatol, China. https://doi.org/10.1007/s00704-017-2182-x

    Book  Google Scholar 

  • Rudd AC, Bell VC, Kay AL (2017) National-scale analysis of simulated hydrological droughts (1891–2015). J Hydrol 550:368–385

    Article  Google Scholar 

  • Santos JF, Pulidocalvo I, Portela MM (2010) Spatial and temporal variability of droughts in Portugal. Water Resour Res 46(3):742–750

    Article  Google Scholar 

  • Santos CAG, Neto RMB, Silva RMD (2017) Drought assessment using a TRMM-derived standardized precipitation index for the upper São Francisco River basin, Brazil. Environ Monit Assess 189(6):250

    Article  Google Scholar 

  • Schaller C, Göckede M, Foken T (2017) Flux calculation of short turbulent events—comparison of three methods. Atmos Meas Tech 10(3):1–20

    Article  Google Scholar 

  • Sharma KD (2011) Rain-fed agriculture could meet the challenges of food security in India. Curr Sci 100(11):1615–1616

    Google Scholar 

  • She DX, Xia J, Zhu LT, Lü JM, Chen XD, Zhang LP, Zhang X (2016) Changes of rainfall and its possible reasons in the Nansi Lake Basin, China. Stoch Env Res Risk Assess 30(4):1099–1113

    Article  Google Scholar 

  • Shi FM, Yang B, Pei ZJ, Li Wang, Gao YB, Zuo X, Lu FY, Liu J (2017) Change characteristics of agrometeorological disaster rates in Heilongjiang Province in recent 35 years. J Northeast Agric Univ 48(10):50–56

    Google Scholar 

  • Singh V, Goyal MK (2016) Spatio-temporal heterogeneity and changes in extreme precipitation over eastern Himalayan catchments India. Stoch Environ Res Risk Assess 1–20

  • Sun P, Zhang Q, Wen QZ, Singh VP, Shi PJ (2017) Multisource data based integrated agricultural drought monitoring in the Huai River basin, China. J Geophys Res Atmos 122(20):10751–10772

    Article  Google Scholar 

  • Torrence C, Compo GP (1998) A practical guide to wavelet analysis. Bull Am Meteorol Soc 79(79):61–78

    Article  Google Scholar 

  • Wang L, Yao ZJ, Jiang LG, Wang R, Wu SS, Liu ZF (2016) Changes in climate extremes and catastrophic events in the Mongolian Plateau from 1951 to 2012. J Appl Meteorol Climatol 55(5):151117070718004

    Article  Google Scholar 

  • Xing ZX, Yang ZR, Fu Q, Li H, Gong XL, Wu JY (2017) Characteristics and risk assessment of agricultural meteorological disasters based on 30-years’ disaster data from Heilongjiang Province of China. Int J Agric Biol Eng 10(6):144–154

    Article  Google Scholar 

  • Xu XH, Lv ZQ, Zhou XY, Jiang N (2016) Drought prediction and sustainable development of the ecological environment. Environ Sci Pollut Res 24(35):26974–26982

    Article  Google Scholar 

  • Yu ZB, Gu HH, Wang JG, Xia J, Lu BH (2017) Effect of projected climate change on the hydrological regime of the Yangtze River Basin, China. Stoch Env Res Risk Assess 4–5:1–16

    Google Scholar 

  • Zhang Q, Li JF, Singh VP, Xiao MZ (2013a) Spatio-temporal relations between temperature and precipitation regimes: implications for temperature-induced changes in the hydrological cycle. Global Planet Change 111(4):57–76

    Article  Google Scholar 

  • Zhang Q, Xiao MZ, Singh VP, Chen XH (2013b) Copula-based risk evaluation of hydrological droughts in the East River basin, China. Stoch Env Res Risk Assess 27(6):1397–1406

    Article  Google Scholar 

  • Zhang Q, Xiao M, Singh VP (2015a) Uncertainty evaluation of copula analysis of hydrological droughts in the East River basin. China Glob Planet Change 129:1–9

    Article  Google Scholar 

  • Zhang Q, Qi TY, Singh VP, Chen YQ, Xiao MZ (2015b) Regional frequency analysis of droughts in China: a multivariate perspective. Water Resour Manage 29(6):1767–1787

    Article  Google Scholar 

  • Zhang Q, Gu XH, Singh VP, Kong DD, Chen XH (2015c) Spatiotemporal behavior of floods and droughts and their impacts on agriculture in China. Global Planet Change 131:63–72

    Article  Google Scholar 

  • Zhang Q, Sun P, Li JF, Xiao MZ, Singh VP (2015d) Assessment of drought vulnerability of the Tarim River basin, Xinjiang, China. Theoret Appl Climatol 121(1–2):337–347

    Article  Google Scholar 

  • Zhang Q, Sun P, Li J, Singh VP, Liu J (2015e) Spatiotemporal properties of droughts and related impacts on agriculture in Xinjiang, China. Int J Climatol 35(7):1254–1266

    Article  Google Scholar 

  • Zhang Q, Sun P, Singh VP, Li JF, Tu XJ (2016) Evaluation of transitional behavior of wetness/drought regimes in the Poyang Lake Basin, China. Theoret Appl Climatol 126(3–4):631–642

    Article  Google Scholar 

  • Zhang Q, Kong DD, Singh VP, Shi PJ (2017) Response of vegetation to different time-scales drought across China: spatiotemporal patterns, causes and implications. Global Planet Change 152:1–11

    Article  CAS  Google Scholar 

  • Zubieta R, Saavedra M, Silva Y, Giráldez L (2016) Spatial analysis and temporal trends of daily precipitation concentration in the Mantaro River basin: central Andes of Peru. Stoch Env Res Risk Assess 31(6):1–14

    Google Scholar 

Download references

Acknowledgements

This research was supported by funds from the National Natural Science Foundation of China (51709044, and 51479032) and the National Key R&D Plan (2017YFC0406002).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Qiang Fu.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Fu, Q., Zhou, Z., Li, T. et al. Spatiotemporal characteristics of droughts and floods in northeastern China and their impacts on agriculture. Stoch Environ Res Risk Assess 32, 2913–2931 (2018). https://doi.org/10.1007/s00477-018-1543-z

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00477-018-1543-z

Keywords

Navigation