Meteorological Factors Affecting Pan Evaporation in the Haihe River Basin, China

Pan evaporation (<i>E<sub>pan</sub></i>) is an important indicator of regional evaporation intensity and degree of drought. However, although more evaporation is expected under rising temperatures, the reverse trend has been observed in many parts of the world, known as the “...

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Main Authors: Zhihong Yan, Shuqian Wang, Ding Ma, Bin Liu, Hong Lin, Su Li
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/11/2/317
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spelling doaj-37050448d2604c828b5feeae0d08309d2020-11-24T23:47:28ZengMDPI AGWater2073-44412019-02-0111231710.3390/w11020317w11020317Meteorological Factors Affecting Pan Evaporation in the Haihe River Basin, ChinaZhihong Yan0Shuqian Wang1Ding Ma2Bin Liu3Hong Lin4Su Li5School of Water Conservancy and Hydroelectric Power, Hebei University of Engineering, Handan 056021, ChinaSchool of Water Conservancy and Hydroelectric Power, Hebei University of Engineering, Handan 056021, ChinaHebei Hydrology and Water Resources Survey Bureau, Shijiazhuang 050000, ChinaSchool of Water Conservancy and Hydroelectric Power, Hebei University of Engineering, Handan 056021, ChinaSchool of Water Conservancy and Hydroelectric Power, Hebei University of Engineering, Handan 056021, ChinaSchool of Water Conservancy and Hydroelectric Power, Hebei University of Engineering, Handan 056021, ChinaPan evaporation (<i>E<sub>pan</sub></i>) is an important indicator of regional evaporation intensity and degree of drought. However, although more evaporation is expected under rising temperatures, the reverse trend has been observed in many parts of the world, known as the “pan evaporation paradox”. In this paper, the Haihe River Basin (HRB) is divided into six sub-regions using the Canopy and <i>k</i>-means (The process for partitioning an <i>N</i>-dimensional population into <i>k</i> sets on the basis of a sample is called “<i>k</i>-means”) to cluster 44 meteorological stations in the area. The interannual and seasonal trends and the significance of eight meteorological indicators, including average temperature, maximum temperature, minimum temperature, precipitation, relative humidity, sunshine duration, wind speed, and <i>E<sub>pan</sub></i>, were analyzed for 1961 to 2010 using the trend-free pre-whitening Mann-Kendall (TFPW-MK) test. Then, the correlation between meteorological elements and <i>E<sub>pan</sub></i> was analyzed using the Spearman correlation coefficient. Results show that the average temperature, maximum temperature, and minimum temperature of the HRB increased, while precipitation, relative humidity, sunshine duration, wind speed and <i>E<sub>pan</sub></i> exhibited a downward trend. The minimum temperature rose 2 and 1.5 times faster than the maximum temperature and average temperature, respectively. A significant reduction in sunshine duration was found to be the primary factor in the <i>E<sub>pan</sub></i> decrease, while declining wind speed was the secondary factor.https://www.mdpi.com/2073-4441/11/2/317evapotranspirationPan evaporationTFPW-MKHaihe River Basin
collection DOAJ
language English
format Article
sources DOAJ
author Zhihong Yan
Shuqian Wang
Ding Ma
Bin Liu
Hong Lin
Su Li
spellingShingle Zhihong Yan
Shuqian Wang
Ding Ma
Bin Liu
Hong Lin
Su Li
Meteorological Factors Affecting Pan Evaporation in the Haihe River Basin, China
Water
evapotranspiration
Pan evaporation
TFPW-MK
Haihe River Basin
author_facet Zhihong Yan
Shuqian Wang
Ding Ma
Bin Liu
Hong Lin
Su Li
author_sort Zhihong Yan
title Meteorological Factors Affecting Pan Evaporation in the Haihe River Basin, China
title_short Meteorological Factors Affecting Pan Evaporation in the Haihe River Basin, China
title_full Meteorological Factors Affecting Pan Evaporation in the Haihe River Basin, China
title_fullStr Meteorological Factors Affecting Pan Evaporation in the Haihe River Basin, China
title_full_unstemmed Meteorological Factors Affecting Pan Evaporation in the Haihe River Basin, China
title_sort meteorological factors affecting pan evaporation in the haihe river basin, china
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2019-02-01
description Pan evaporation (<i>E<sub>pan</sub></i>) is an important indicator of regional evaporation intensity and degree of drought. However, although more evaporation is expected under rising temperatures, the reverse trend has been observed in many parts of the world, known as the “pan evaporation paradox”. In this paper, the Haihe River Basin (HRB) is divided into six sub-regions using the Canopy and <i>k</i>-means (The process for partitioning an <i>N</i>-dimensional population into <i>k</i> sets on the basis of a sample is called “<i>k</i>-means”) to cluster 44 meteorological stations in the area. The interannual and seasonal trends and the significance of eight meteorological indicators, including average temperature, maximum temperature, minimum temperature, precipitation, relative humidity, sunshine duration, wind speed, and <i>E<sub>pan</sub></i>, were analyzed for 1961 to 2010 using the trend-free pre-whitening Mann-Kendall (TFPW-MK) test. Then, the correlation between meteorological elements and <i>E<sub>pan</sub></i> was analyzed using the Spearman correlation coefficient. Results show that the average temperature, maximum temperature, and minimum temperature of the HRB increased, while precipitation, relative humidity, sunshine duration, wind speed and <i>E<sub>pan</sub></i> exhibited a downward trend. The minimum temperature rose 2 and 1.5 times faster than the maximum temperature and average temperature, respectively. A significant reduction in sunshine duration was found to be the primary factor in the <i>E<sub>pan</sub></i> decrease, while declining wind speed was the secondary factor.
topic evapotranspiration
Pan evaporation
TFPW-MK
Haihe River Basin
url https://www.mdpi.com/2073-4441/11/2/317
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