自然科学版
陕西师范大学学报(自然科学版)
生态系统服务专刊
黄淮海平原地下水储量时空变化及其影响因素
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张向蕊1,刘宪锋2*,赵安周1
(1 河北工程大学 矿业与测绘工程学院,河北 邯郸 056038;2 陕西师范大学 地理科学与旅游学院,陕西 西安 710119)
刘宪锋,男,副教授,硕士生导师,主要从事气候变化与生态水文研究。E-mail: liuxianfeng7987@163.com
摘要:
基于GRACE(gravity recovery and climate experiment)观测数据和GLDAS(global land data assimilation system)同化数据,辅以趋势分析和随机森林等方法,对2002—2017年黄淮海平原地下水储量时空演变特征进行研究,并从降水量和不同部门用水量等供需视角探究黄淮海平原地下水变化的影响因素。结果表明:(1)联合GRACE和GLDAS反演的黄淮海平原地下水储量与WGHM模型(WaterGAP Global Hydrology Model)输出的地下水储量具有较好的一致性,相关系数达0.76,相关性较高的区域分布在海河流域、淮河流域及山东半岛地区;(2)2002—2017年黄淮海平原地下水储量整体呈现持续下降趋势,下降速率为-9.36 mm/a,黄淮海平原地下水总损失体积达589亿~790亿m3;(3)黄淮海平原地下水储量变化具有明显季节性特征,呈现春季达到最大亏损、夏季缓慢回升、秋季达到最大盈余、冬季缓慢下降的季向循环模式;(4)空间上,除皖北、苏北地区呈略微上升趋势外,黄淮海平原大部分地区地下水呈现下降趋势,其中豫北及冀南等地区的下降趋势最为显著,降速高达-41.29 mm/a;(5)农业用水和工业用水是黄淮海平原地下水储量变化的主导因素,二者贡献率分别为27.04%和23.23%。
关键词:
黄淮海平原;地下水储量;时空变化;影响因素
收稿日期:
2021-10-18
中图分类号:
P641.8
文献标识码:
A
文章编号:
1672-4291(2022)04-0059-10
基金项目:
国家自然科学基金(42171095);2022年河北省硕士研究生创新资助项目(CXZZSS2022030)
Doi:
10.15983/j.cnki.jsnu.2022305
Changes of groundwater storage and its influencing factors in the Huang-Huai-Hai Plain, China
ZHANG Xiangrui1,LIU Xianfeng2*,ZHAO Anzhou1
(1 School of Mining and Geomatics, Hebei University of Engineering, Handan 056038, Hebei, China;2 School of Geography and Tourism, Shaanxi Normal University, Xian 710119, Shaanxi, China)
Abstract:
Based on GRACE satellite and GLDAS assimilation system, changes of groundwater storage in the Huang-Huai-Hai Plain from 2002 to 2017 were retrieved, WGHM model was used to verify the accuracy of the data. Then, the spatiotemporal characteristics of groundwater storage in the Huang-Huai-Hai Plain were clarified by trend analysis and random forests regression method.From the view of precipitation supply and different water usage demand in different industries,the influencing factors of groundwater storages in plain is revealed. The results showed that: (1) The groundwater storage of the Huang-Huai-Hai Plain retrieved by GRACE and GLDAS were in consistent with the groundwater storage output by WGHM model, and the correlation coefficient was 0.76. The regions with high correlation were mainly distributed in the Haihe River Basin, Huaihe River Basin and Shandong Peninsula. (2) The groundwater storage in the Huang-Huai-Hai Plain showed a continuous downward trend and decreased annually at a rate of -9.36 mm/a from 2002 to 2017. The groundwater volume in the Huang-Huai-Hai Plain changed about 58.9 billion~79 billion m3 from 2002 to 2017. (3) There is an obvious seasonal change in groundwater storage in the Huang-Huai-Hai Plain, which demonstrated a seasonal cycle pattern of maximum loss in spring, slowly rose in summer, maximum surplus in autumn and slowly declined in winter. (4) In spatial terms, the groundwater in most areas of the Huang-Huai-Hai Plain showed a downward trend, except for northern Anhui and northern Jiangsu, which showed a slight upward trend. The decrease rate was -41.29 mm/a in northern Henan and southern Hebei. (5) The relative contribution rate of agricultural water and industrial water were 27.04% and 23.23% respectively, which were the main factors affecting the decline of groundwater storage in the Huang-Huai-Hai Plain.
KeyWords:
Huang-Huai-Hai Plain; groundwater storage; spatiotemporal change; influencing factors