吉林大学学报(地球科学版) ›› 2021, Vol. 51 ›› Issue (4): 1172-1181.doi: 10.13278/j.cnki.jjuese.20190299

• 地质工程与环境工程 • 上一篇    下一篇

基于GIS-FAHP的石家庄市地下水源热泵适宜性分区

闫佰忠1,2,3, 孙剑4, 王昕洲5, 李晓萌1,2,3, 孙丰博1,2,3, 付丹平5   

  1. 1. 河北地质大学水资源与环境学院/河北省高校生态环境地质应用技术研发中心, 石家庄 050031;
    2. 河北省水资源可持续利用与开发重点实验室, 石家庄 050031;
    3. 河北省水资源可持续利用与产业结构优化协同创新中心, 石家庄 050031;
    4. 中化地质矿山总局浙江地质勘查院, 杭州 311201;
    5. 河北省地质资源环境监测与保护重点实验室, 石家庄 050031
  • 收稿日期:2019-12-23 出版日期:2021-07-26 发布日期:2021-08-02
  • 通讯作者: 王昕洲(1971-),男,教授级高工,主要从事水文地质方面的研究,E-mail:56123025@qq.com E-mail:56123025@qq.com
  • 作者简介:闫佰忠(1988-),男,副教授,博士,主要从事水文地质、地热资源等方面的研究,E-mail:jluybz@126.com
  • 基金资助:
    国家自然科学基金项目(42002251);河北省自然科学面上基金项目(D2020403022);河北省高等学校科学技术研究项目(ZD2019082);河北省重点研发计划自筹项目(Z2018059);河北省地质资源环境监测与保护重点实验室开放基金项目(JCYKT201901);河北省地矿局科研项目(454-0601-YBN-U1MR)

Suitability Zoning of Groundwater Source Heat Pump in Shijiazhuang Based on GIS-FAHP

Yan Baizhong1,2,3, Sun Jian4, Wang Xinzhou5, Li Xiaomeng1,2,3, Sun Fengbo1,2,3, Fu Danping5   

  1. 1. School of Water Resources & Environment, Hebei GEO University/Hebei Center for Ecological and Environmental Geology Research, Shijiazhuang 050031, China;
    2. Hebei Province Key Laboratory of Sustained Utilization and Development of Water Resources, Shijiazhuang 050031, China;
    3. Hebei Province Collaborative Innovation Center for Sustainable Utilization of Water Resources and Optimization of Industrial Structure, Shijiazhuang 050031, China;
    4. Zhejiang Geological Prospecting Institute of CCGMB, Hangzhou 311201, China;
    5. Hebei Key Laboratory of Geological Resources and Environment Monitoring and Protection, Shijiazhuang 050031, China
  • Received:2019-12-23 Online:2021-07-26 Published:2021-08-02
  • Supported by:
    Supported by the National Natural Science Foundation of China (42002251), the Natural Science General Fund Project of Hebei Province (D2020403022), the Science and Technology Research Project of Colleges and Universities of Hebei Province (ZD2019082), the Self Financing Project of Key R & D Plan of Hebei Province (Z2018059), the Project of Key Laboratory of Geological Resources and Environment Monitoring and Protection of Hebei Province (JCYKT201901) and the Scientific Research Project of Hebei Bureau of Geology and Mineral Resources (454-0601-YBN-U1MR)

摘要: 为探明石家庄城区地下水源热泵适宜区分布情况,基于石家庄市的地质、水文地质和环境地质条件构建了地下水源热泵适宜性评价指标体系,包括水文地质条件、水动力条件、水化学条件、环境地质条件和先决条件;利用模糊层次分析法确定了评价指标综合权重,并结合GIS空间分析功能划分了石家庄城区地下水源热泵适宜性分区。结果表明:研究区地下水水源热泵开发利用适宜区分布在靠近滹沱河地区,面积约为19.74 km2,占全区面积的5.85%;较适宜区分布于研究区大部分,面积约为251.22 km2,占全区面积的74.40%;不适宜区主要分布在研究区西北部及东部地下水超采漏斗区,面积约为66.71 km2,占全区面积的19.75%。石家庄市除地下水降落漏斗区及水文地质条件较差地区不适宜作为地下水源热泵开发的地区外,大部分地区较适合利用地下水源热泵技术。

关键词: 地下水源热泵, 模糊层次分析法, GIS, 适宜性分区, 石家庄

Abstract: In order to find out the suitability zoning of groundwater source heat pump in Shijiazhuang City, the suitability evaluation index system of groundwater source heat pump was constructed based on the geological, hydrogeological, and environmental geological conditions, the comprehensive weights of evaluation index were determined by fuzzy AHP method, and the groundwater source heat pump suitability zoning in Shijiazhuang City was divided combining with the spatial analysis function of GIS. The results show that the suitable areas for the development and utilization of the groundwater source heat pumps in the research area are distributed in the Hutuo River area covering about 19.74 km2, accounting for 5.85% of the whole area. The relatively suitable areas are distributed in most of the study area, covering an area of about 251.22 km2, and accounting for 74.40% of the total area. The suitability zoning is mainly distributed in the area with poor hydrogeological conditions in the northwest and the over-exploitation funnel area in the east of the study area, with an area of about 66.71 km2, accounting for 19.75% of the whole area. Except for the underground water funnel area and the areas with poor hydrogeological conditions, which are not suitable for the development of groundwater source heat pumps, most areas in Shijiazhuang are suitable for the utilization of groundwater source heat pump technology.

Key words: groundwater source heat pump, fuzzy ahp, GIS, suitability zoning, Shijiazhuang

中图分类号: 

  • P314
[1] 代杰瑞,喻超,张明杰,等.淄博市区大气颗粒物重金属元素分布特征及其来源分析[J].吉林大学学报(地球科学版),2018, 48(4):1201-1211. Dai Jierui, Yu Chao, Zhang Mingjie, et al. Distribution Characteristics and Sources of Heavy Metals in Urban Atmospheric Particulate Matter in Zibo City[J]. Journal of Jilin University (Earth Science Edition), 2018, 48(4):1201-1211.
[2] Chiasson A D. Advances in Modeling of Ground-Source Heat Pump Systems[D]. Oklahoma:Oklahoma State University, 1999.
[3] 王楠,曹剑锋,赵继昌,等.长春市区浅层地温能开发利用方式适宜性分区评价[J].吉林大学学报(地球科学版),2012,42(4):1139-1144. Wang Nan, Cao Jianfeng, Zhao Jichang, et al. Suitability Evaluation of the Shallow Geothermal Energy Development and Utilization in Changchun District City[J]. Journal of Jilin University (Earth Science Edition), 2012,42(4):1139-1144.
[4] 刘立才,王金生,张霓,等.北京城市规划区水源热泵系统应用适宜性分区[J].水文地质工程地质,2006,33(6):15-17. Liu Licai, Wang Jinsheng, Zhang Ni, et al. Suitability Division for Water Source Heat Pumps in the Central Districts of Beijing[J]. Hydrogeology & Engineering Geology, 2006,33(6):15-17.
[5] 薛光,姜曙光,王蕾,等.石河子市地下水源热泵的适宜性评价研究[J].石河子大学学报(自然科学版), 2011,29(4):500-504. Xue Guang, Jiang Shuguang, Wang Lei, et al. Evaluating Groundwater Heat Pump Adaptability in Shihezi[J]. Journal of Shihezi University (Nature Science), 2011, 29(4):500-504.
[6] 钱会,金婧,王涛.基于ArcGIS的浅层地热能适宜性分区评价[J].华北水利水电学院学报,2012,33(2):116-118. Qian Hui,Jin Jing, Wang Tao. Assessment on the Suitability Division of Shallow Geothermal Energy Based on ArcGIS[J]. Journal of North China Institute of Water Conservancy and Hydroelectric Power, 2012, 33(2):116-118.
[7] 王贵玲,刘云,蔺文静,等.地下水源热泵应用适宜性评价指标体系研究[J].城市地质,2011,6(3):6-11. Wang Guiling,Liu Yun, Lin Wenjing, et al. Suitability Evaluation Index System on the Utilization of Underground Water Source Heat Pump[J]. Urban Geology, 2011, 6(3):6-11.
[8] 回广荣.基于层次分析法的秦皇岛地下水源热泵适宜性区划[J].地下水,2015,37(6):9-13. Hui Guangrong. The Suitability Zoning Division for Groundwater Source Heat Pump Based on Analytic Hierarchy Process in Qinhuangdao[J]. Groundwater, 2015, 37(6):9-13.
[9] 贾惠艳,孙雨,张军.基于模糊层次分析法的沈阳市地下水源热泵适宜性分区[J].南水北调与水利科技,2012,10(4):108-111. Jia Huiyan, Sun Yu, Zhang Jun. Research on Zonation of Adaptability for Groundwater Source Heat Pump in Shenyang Based on Fuzzy Analytic Hierarchy Process[J]. South-to-North Water Diversion and Water Science & Technology, 2012, 10(4):108-111.
[10] 虞未江,贾超,狄胜同,等.基于综合权重和改进物元可拓评价模型的地下水水质评价[J].吉林大学学报(地球科学版),2019,49(2):539-547. Yu Weijiang, Jia Chao, Di Shengtong, et al. Groundwater Quality Assessment Based on Comprehensive Weight and Improved Matter-Element Extension Evaluation Model[J]. Journal of Jilin University (Earth Science Edition), 2019,49(2):539-547.
[11] 张吉军.模糊层次分析法(FAHP)[J].模糊系统与数学,2000,14(2):80-88. Zhan Jijun. Fuzzy Analytical Hierarchy Process[J]. Fuzzy Systems and Mathematics, 2000, 14(2):80-88.
[12] 浅层地热能勘查评价规范:DZ/T 0225-2009[S].北京:中国标准出版社,2009:3-4. Specification for Shallow Geothermal Energy Investigation and Evaluation:DZ/T 0225-2009[S]. Beijing:China Standards Press, 2009:3-4.
[13] 刘九龙,林黎,程万庆.天津市地下水源热泵系统适宜性分区[J].吉林大学学报(地球科学版),2012,42(增刊1):380-385. Liu Jiulong, Lin Li, Cheng Wanqing. Suitability Zoning for Groundwater Source Heat Pump Systems in Tianjin[J]. Journal of Jilin University(Earth Science Edition), 2012, 42(Sup.1):380-385.
[14] 潘俊,姜明岑,李博瑶,等.多孔介质分形特征对回灌渗透性能的影响[J].工程勘察,2014,42(2):31-34. Pan Jun, Jiang Mingcen, Li Boyao, et al. Influences of Fractal Characteristics of Porous Media Onrecharge Permeability[J]. Geotechnical Investigation & Surveying, 2014, 42(2):31-34.
[15] 赵洪满,聂维辰,柴雨,等.地下水水源热泵浅层地热能开发条件及存在问题[J].吉林地质,2013,32(1):125-128. Zhao Hongman, Nie Weichen, Chai Yu, et al. Development Conditions and Existing Problems of Shallow Geothermal Energy of Groundwater Source Heat Pump[J]. Jilin Geology, 2013, 32(1):125-128.
[16] 赖光东,周维博,姚炳光.西安地区浅层承压水水源热泵适宜性评价[J].长江科学院院报,2017,34(12):22-27. Lai Guangdong, Zhou Weibo, Yao Bingguang. Suitability Evaluation for Shallow Confined Water Source Heat Pump in Xi'an[J]. Journal of Yangtze River Scientific Research Institute, 2017, 34(12):22-27.
[17] 徐泽水. AHP中两类标度的关系研究[J]. 系统工程理论与实践,1999,19(7):97-101. Xu Zeshui. Study on the Relation Between Two Classes of Scales in AHP[J]. Systems Engineering-Theory & Practice, 1999, 19(7):97-101.
[18] 钱坤,杨万利,李红燕.层次分析法中相对权重的改进算法[J]. 装甲兵工程学院学报,2007,21(4):92-95. Qian Kun, Yang Wanli, Li Hongyan. Improved Algorithm of Relative Weight in AHP[J]. Journal of Academy of Armored Force Engineering,2007, 21(4):92-95.
[19] 李永,冯勇.多目标决策中目标权重的确定法[J].甘肃工业大学学报,2003,29(3):118-119. Li Yong, Feng Yong. Determination of Objective Weight in Multi-Objective Decision-Making[J]. Journal of Gansu University of Technology, 2003, 29(3):118-119.
[20] 黎延海. 模糊层次分析法的Matlab实现[J].硅谷,2009(17):8-44. Li Yanhai. Matlab Implementation of Fuzzy Analytic Hierarchy Process[J]. Silicon Valley, 2009(17):8-44.
[21] 刘立才,张霓,王理许,等.北京平原区水源热泵应用适宜区划分[J].地下水,2010,32(6):8-11. Liu Licai, Zhang Ni, Wang Lixu, et al. Suitability Division for Groundwater Heat Pumps in the Plain of Beijing[J]. Groundwater, 2010, 32(6):8-11.
[22] 杜尚海. 滹沱河地下水库人工补给效果模拟[D].长春:吉林大学,2009. Du Shanghai. Simulation of Artificial Recharge Effects in Hutuo River Groundwater Reservoir[D]. Changchun:Jilin University, 2010.
[1] 刘洪学, 杨化超, 卞和方, 李斌, 李磊, 汪森. 基于深度学习及人机协同的煤矿区地表遥感影像变化图斑智能提取[J]. 吉林大学学报(地球科学版), 2026, 56(3): 1076-1087.
[2] 冯波, 谢一平, 田海龙, 封官宏, 杨金钢. 基于GIS-MCDA的松辽盆地南部中央坳陷区咸水层CO2地质封存适宜性评价[J]. 吉林大学学报(地球科学版), 2025, 55(6): 1981-2000.
[3] 杨兰, 王运, 邹勇军, 胡宝群, 李满根, 张安, 朱满怀. 基于机器学习的富硒土壤预测模型的构建与比较——以江西省信丰县油山地区为例[J]. 吉林大学学报(地球科学版), 2025, 55(5): 1629-1643.
[4] 李世杰, 骆祖江, 徐明钻, 张斌. 沿海地区地下水水质特征及其对地下水源热泵系统潜在性危害[J]. 吉林大学学报(地球科学版), 2023, 53(4): 1204-1215.
[5] 闫佰忠, 徐文杰, 李玉涵, 孙剑, 毕攀, 李瑶, 张旭. 地下水源热泵抽灌井优化布置及参数灵敏度[J]. 吉林大学学报(地球科学版), 2023, 53(1): 218-229.
[6] 王雪冬, 张超彪, 王翠, 朱永东, 王海鹏. 基于Logistic回归与随机森林的和龙市地质灾害易发性评价[J]. 吉林大学学报(地球科学版), 2022, 52(6): 1957-1970.
[7] 杜新强, 王钰升, 冶雪艳, 路莹, 赵婧彤, 张赫轩. 大清河流域平原区地下水人工补给潜力与补给方式分析[J]. 吉林大学学报(地球科学版), 2022, 52(2): 535-549.
[8] 闫佰忠, 孙丰博, 李晓萌, 王玉清, 范成博, 陈佳琦. 气候变化与人类活动对石家庄市藁城区地下水位埋深的影响分析[J]. 吉林大学学报(地球科学版), 2021, 51(3): 854-863.
[9] 刘国庆, 吴时强, 范子武, 周志芳, 谢忱, 乌景秀, 柳杨. 回灌与回扬物理过程的解析推导及灌压变化规律[J]. 吉林大学学报(地球科学版), 2016, 46(6): 1799-1807.
[10] 张延军, 余海, 李建明, 于子望, 张佳宁. 深部水热型地热潜力区的GIS预测模型——以土耳其西安纳托利亚地区为例[J]. 吉林大学学报(地球科学版), 2016, 46(3): 855-864.
[11] 张敏, 周云轩, 田波, 沈芳, 葛建忠. 河口海岸GIS时空过程可视化表达[J]. 吉林大学学报(地球科学版), 2015, 45(2): 584-591.
[12] 张军强,吴冲龙,刘刚,刘飞. 空间集成方式的三维地质图编绘关键技术[J]. 吉林大学学报(地球科学版), 2014, 44(3): 1055-1062.
[13] 李建国,肖克炎,刘永顺,杨俊泉. 基于GIS和证据权重法的那仁宝力格地区铜多金属矿成矿预测[J]. 吉林大学学报(地球科学版), 2013, 43(4): 1151-1158.
[14] 崔瀚文,姜琦刚,邢宇,徐驰,林楠. 32 a来气候扰动下中国沙质荒漠化动态变化[J]. 吉林大学学报(地球科学版), 2013, 43(2): 582-591.
[15] 张庆,张延军,周炳强,黄贤龙,于子望,孙永泉. 天然冷源对地下水源热泵的影响规律[J]. 吉林大学学报(地球科学版), 2013, 43(2): 537-543.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] 于 平,李瑞磊,付 雷,郝 雪,张向军,廉国芬. 松辽盆地滨北地区区域构造特征及意义--地震长剖面给出的证据[J]. J4, 2005, 35(05): 611 -615 .
[2] 张原庆, 宋炳忠, 王玉福, 张宁. 鲁西铜石岩体金成矿规律和成矿预测[J]. J4, 2010, 40(6): 1287 -1294 .
[3] 李建平,李桐林,张 辉,徐凯军. 不规则回线源层状介质瞬变电磁场正反演研究及应用[J]. J4, 2005, 35(06): 790 -0795 .
[4] 高松, 宋莹, 王琳,蒋步新. 水体中秋兰姆特效降解菌的筛选及其降解性能研究[J]. J4, 2006, 36(03): 455 -457 .
[5] 张凤君,李 卿,马玖彤,于广菊. 膜蒸馏处理糠醛废水的实验研究[J]. J4, 2006, 36(02): 270 -0273 .
[6] 卢双舫,李吉君,薛海涛,徐立恒. 油成甲烷碳同位素分馏的化学动力学及其初步应用[J]. J4, 2006, 36(05): 825 -829 .
[7] 丁志宏,冯平,毛慧慧. 考虑径流年内分布影响的丰枯划分方法及其应用[J]. J4, 2009, 39(2): 276 -0280 .
[8] 任何军, 刘娜,高松,张兰英,张玉玲,周睿. 假单胞菌DN2对多氯联苯的降解及bphA1核心序列测定[J]. J4, 2009, 39(2): 312 -0316 .
[9] 黄奇波, 覃小群, 刘朋雨, 康志强, 唐萍萍. 半干旱区岩溶碳汇原位监测方法适宜性研究[J]. 吉林大学学报(地球科学版), 2015, 45(1): 240 -246 .
[10] 熊晓亮,孙红月,张世华,蔡岳良. 高扬程虹吸保障条件分析与合理管径选择数值模拟[J]. 吉林大学学报(地球科学版), 2014, 44(5): 1595 -1601 .