Skip to main content

Advertisement

Log in

Classification-Based Spatiotemporal Variations of Pan Evaporation Across the Guangdong Province, South China

  • Published:
Water Resources Management Aims and scope Submit manuscript

Abstract

Change in pan evaporation (Epan) has evoked general scientific interest because it involves both climatic and hydrological effects. The enhanced greenhouse effect may be the casual factor, although the mechanism still needs to be further confirmed. Based on meteorological data (Pan evaporation, rainfall, air temperature, sunshine duration, relative humidity, wind speed, cloud cover, and water vapor pressure) of 85 sites from 1957 to 2006, classification-based spatiotemporal variations of pan evaporation and possible causes were studied in the Guangdong province, South China (with a coastline of 8,500 km), which is one of China’s most prosperous provinces with the largest population. The Guangdong province was spatially divided into 4 parts, i.e., Southwest part, East part, Central part, and Northwest part, according to Epan and seven other climatic factors based on cluster analysis. Results showed that pan evaporation in this study area declined −3.35 mm year−1 on average in time, and mainly decreased from the seashore area to the inland area in space. Results also showed that all the climatic factors can contribute to change in Epan, but their contributions were different over the space. Sunshine duration (SD) and wind speed (WS) had a positive correlation with Epan, while rainfall (R) and air temperature (Ta) were negatively correlated to Epan. Among all the 7 climatic factors, SD was identified as the dominant driving force of Epan change in the Guangdong province.

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.

Institutional subscriptions

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

Similar content being viewed by others

References

  • Basistha A, Arya DS, Goel NK (2008) Spatial distribution of rainfall in Indian Himalayas — a case study of Uttarakhand region. Water Resour Manag 22:1325–1346

    Article  Google Scholar 

  • Chattopadhya N, Hulme M (1997) Evaporation and potential evapotranspiration in India under conditions of recent and future climate change. Agric For Meteorol 87(1):55–73

    Article  Google Scholar 

  • Chen YD, Zhang Q, Xu C-Y, Lu XX, Zhang SR (2010) Multiscale streamflow variations of the Pearl River basin and possible implications for the water resource management within the Pearl River Delta, China. Quat Int 226(1–2):44–53

    Article  Google Scholar 

  • Chen YD, Zhang Q, Lu XX, Zhang SR, Zhang ZX (2011) Precipitation variability (1956–2002) in the Dongjiang River (Zhujiang River basin, China) and associated large-scale circulation. Quat Int 244(2):1–8

    Google Scholar 

  • Cohen S, Ianetz A, Stanhill G (2002) Evaporative climate changes at Bet Dagan, Israel: 1964–1998. Agric For Meteorol 111(2):83–91

    Article  Google Scholar 

  • Donald HB, Hesch NM (2007) Trends in evaporation for the Canadian prairies. J Hydrol 336(1–2):61–73

    Google Scholar 

  • Farquhar GD, Roderick ML (2003) Pinatubo, diffuse light, and the carbon cycle. Science 299(5615):1997–1998

    Article  Google Scholar 

  • Golubev VS, Lawrimore JH, Groisman PY, Speranskaya NA, Zhuravin SA, Menne MJ, Peterson TC, Malone RW (2001) Evaporation changes over the contiguous United States and the former USSR: a reassessment. Geophys Res Lett 28(13):2665–2668

    Article  Google Scholar 

  • Guo J, Ren G (2005) Recent change of pan evaporation and possible climate factors over the Huang-Huai-Hai watershed, China. Adv Water Sci 16(5):666–672 (in Chinese)

    Google Scholar 

  • He YH, Lin KR, Chen XH (2013) Effect of Land Use and Climate Change on Runoff in the Dongjiang Basin of South China. Math Probl Eng. 471429, doi: 10.1155/2013/471429

  • Helsel DR, Hirsch RM (1992) Statistical methods in water resources. Studies in environmental science. Elsevier, Amsterdam, p 522

    Google Scholar 

  • Hossein T, Safar M (2011) Changes of pan evaporation in the West of Iran. Water Resour Manag 25:97–111

    Article  Google Scholar 

  • Hossein T, Safar M, Ali A, Parisa HT, Kurosh M (2011) Trend analysis of reference evapotranspiration in the western half of Iran. Agric For Meteorol 151(2):128–136

    Article  Google Scholar 

  • Irmak S, Kabenge I, Skaggs KE, Mutiibwa D (2012) Trend and magnitude of changes in climate variables and reference evapotranspiration over 116-yr period in the Platte River Basin, central Nebraska–USA. J Hydrol 420–421:228–244

    Article  Google Scholar 

  • Jaynes DB, Kaspar TC, Colvin TS, James DE (2003) Cluster analysis of spatiotemporal corn yield patterns in an Iowa Field. Agronomics J 95(3):574–586

    Article  Google Scholar 

  • Kahya E, Kalayci S (2004) Trend analysis of runoff in Turkey. J Hydrol 289:128–144

    Article  Google Scholar 

  • Kendall MG (1975) Rank correlation methods. Griffin, London

    Google Scholar 

  • Kim S, Shiri J, Kisi O (2012) Pan evaporation modeling using neural computing approach for different climatic zones. Water Resour Manag 27:3231–3249

    Article  Google Scholar 

  • Kim S, Shiri J, Kisi O, Singh VP (2013) Estimating daily pan evaporation using different data-driven methods and lag-time patterns. Water Resour Manag 27:2267–2286

    Article  Google Scholar 

  • Liu B, Xu M, Henderson M, Gong W (2004) A spatial analysis of pan evaporation trend in China, 1955–2000. J Geophys Res 109, D15102. doi:10.1029/2004JD004511

    Article  Google Scholar 

  • Liu B, Ma Z, Ding Y (2006) Characteristics of the changes in pan evaporation over Northern China during the past 45 years and the relations to environment factors. Plateau Meteorol 25(5):840–848 (in Chinese)

  • Liu M, Shen Y, Zeng Y, Liu C (2009) Change trend of pan evaporation and its cause analysis over the past 50 years in China. Acta Geogr Sin 64(3):259–269 (in Chinese)

  • Mann HB (1945) Nonparametric tests against trend. Econometrica 13:245–259

    Article  Google Scholar 

  • Peterson TC, Golubev VS, Groisman PY (1995) Evaporation losing its strength. Nature 377:687–688

    Article  Google Scholar 

  • Qiu X, Liu C, Zeng Y (2003) Changes of pan evaporation in the recent 40 years over the Yellow River Basin. J Nat Resour 18(4):437–442 (in Chinese)

  • Roderick ML, Farquhar GD (2002) The cause of decreased pan evaporation over the past 50 years. Science 298(5597):1410–1411

  • Roderick ML, Farquhar GD (2004) Changes in Australian pan evaporation from 1970 to 2002. Int J Climatol 24(9):1077–1090

    Article  Google Scholar 

  • Roderick ML, Farquhar GD (2005) Changes in New Zealand pan evaporation since the 1970s. Int J Climatol 25(15):2031–2039

    Article  Google Scholar 

  • Tebakari T, Yoshitani J, Suvanpimol C (2005) Time-space trend analysis in pan evaporation over kingdom of Thailand. J Hydrol Eng 10(3):205–215

    Article  Google Scholar 

  • Xu J (2001) An analysis of climatic changes in Eastern Asia using the potential evaporation. Jf Jpn Soc Hydrol Water Resour 14:141–170

    Google Scholar 

  • Zar JH (1984) Biostatistical analysis. Prentice-Hall, Edgewood Cliffs

    Google Scholar 

  • Zeng Y, Qiu X, Liu C (2007) Changes of pan evaporation in China in 1960–2000. Adv Water Sci 18(3):311–318 (in Chinese)

    Google Scholar 

  • Zhang Y, Liu C, Tang Y, Yang Y (2007) Trends in pan evaporation and reference and actual evapotranspiration across the Tibetan plateau. J Geophys Res 112, D12110. doi:10.1029/2006JD008161

    Article  Google Scholar 

  • Zhao F, Xu Z, Huang J, Li J (2008) Monotonic trend and abrupt changes for major climate variables in the headwater catchment of the Yellow River basin. Hydrol Process 22:4587–4599

    Article  Google Scholar 

  • Zhou G, Wei X, Lou Y, Zhang M, Li Y, Qiao Y, Liu H, Wang C (2010) Forest recovery and river discharge at the regional scale of Guangdong Province. China Water Resour Res. doi:10.1029/2009WR008829

    Google Scholar 

Download references

Acknowledgments

The research is financially supported by the National Natural Science Foundation of China (Grant No. 51379223 and 51210013), and the Pearl-River-New-Star of Science and Technology supported by Guangzhou City (Grant No.: 2011J2200051). The authors would like to express their sincere gratitude to two anonymous referees for their constructive comments and useful suggestions that helped us to improve the quality of this manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Kairong Lin.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

He, Y., Lin, K., Chen, X. et al. Classification-Based Spatiotemporal Variations of Pan Evaporation Across the Guangdong Province, South China. Water Resour Manage 29, 901–912 (2015). https://doi.org/10.1007/s11269-014-0850-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11269-014-0850-5

Keywords

Navigation