基于SWAT模型的黄河流域作物 水足迹及虚拟水流动研究
【目的】量化黄河流域作物水足迹及虚拟水流动模式。【方法】构建SWAT模型,以子流域为研究尺度,量化黄河流域作物水足迹,基于社会公平原则和引力法对虚拟水流动格局进行研究。【结果】2020年黄河流域作物水足迹高达769.09亿m3,绿水足迹占69.7%,中游地区作物水足迹显著大于上、下游地区,蓝水足迹和绿水足迹集中在5—8月;作物生产水足迹为0.72 m3/kg,呈北高南低的空间分布格局,作物生产蓝水足迹高值区主要分布在上中游地区;作物虚拟水流动总量为191.49亿m3,绿水流动总量大于蓝水流动总量,作物虚拟水输出区主要集中在流域北部,输入区主要分布于流域南部。【结论】未来需优化绿水调控与重点区域...
        Saved in:
      
    
          | Published in | Guanʻgai paishui xuebao Vol. 44; no. 2; pp. 19 - 26 | 
|---|---|
| Main Authors | , , | 
| Format | Journal Article | 
| Language | Chinese | 
| Published | 
        Xinxiang City
          Chinese Academy of Agricultural Sciences (CAAS) Farmland Irrigation Research Institute Editorial Office of Journal of Irrigation and Drainage
    
        01.01.2025
     河海大学 水文水资源学院,南京 210024%河海大学 水灾害防御全国重点实验室,南京 210024 河海大学 水文水资源学院,南京 210024 河海大学 长江保护与绿色发展研究院,南京 210024 河海大学 水灾害防御全国重点实验室,南京 210024  | 
| Subjects | |
| Online Access | Get full text | 
| ISSN | 1672-3317 | 
| DOI | 10.13522/j.cnki.ggps.2024311 | 
Cover
| Abstract | 【目的】量化黄河流域作物水足迹及虚拟水流动模式。【方法】构建SWAT模型,以子流域为研究尺度,量化黄河流域作物水足迹,基于社会公平原则和引力法对虚拟水流动格局进行研究。【结果】2020年黄河流域作物水足迹高达769.09亿m3,绿水足迹占69.7%,中游地区作物水足迹显著大于上、下游地区,蓝水足迹和绿水足迹集中在5—8月;作物生产水足迹为0.72 m3/kg,呈北高南低的空间分布格局,作物生产蓝水足迹高值区主要分布在上中游地区;作物虚拟水流动总量为191.49亿m3,绿水流动总量大于蓝水流动总量,作物虚拟水输出区主要集中在流域北部,输入区主要分布于流域南部。【结论】未来需优化绿水调控与重点区域监管,合理分配灌溉用水、调整种植结构、采用节水技术实施虚拟水流动补偿机制。 | 
    
|---|---|
| AbstractList | TV213.4; [目的]量化黄河流域作物水足迹及虚拟水流动模式.[方法]构建SWAT模型,以子流域为研究尺度,量化黄河流域作物水足迹,基于社会公平原则和引力法对虚拟水流动格局进行研究.[结果]2020 年黄河流域作物水足迹高达 769.09亿m3,绿水足迹占 69.7%,中游地区作物水足迹显著大于上、下游地区,蓝水足迹和绿水足迹集中在 5-8月;作物生产水足迹为 0.72 m3/kg,呈北高南低的空间分布格局,作物生产蓝水足迹高值区主要分布在上中游地区;作物虚拟水流动总量为 191.49亿m3,绿水流动总量大于蓝水流动总量,作物虚拟水输出区主要集中在流域北部,输入区主要分布于流域南部.[结论]未来需优化绿水调控与重点区域监管,合理分配灌溉用水、调整种植结构、采用节水技术实施虚拟水流动补偿机制. 【目的】量化黄河流域作物水足迹及虚拟水流动模式。【方法】构建SWAT模型,以子流域为研究尺度,量化黄河流域作物水足迹,基于社会公平原则和引力法对虚拟水流动格局进行研究。【结果】2020年黄河流域作物水足迹高达769.09亿m3,绿水足迹占69.7%,中游地区作物水足迹显著大于上、下游地区,蓝水足迹和绿水足迹集中在5—8月;作物生产水足迹为0.72 m3/kg,呈北高南低的空间分布格局,作物生产蓝水足迹高值区主要分布在上中游地区;作物虚拟水流动总量为191.49亿m3,绿水流动总量大于蓝水流动总量,作物虚拟水输出区主要集中在流域北部,输入区主要分布于流域南部。【结论】未来需优化绿水调控与重点区域监管,合理分配灌溉用水、调整种植结构、采用节水技术实施虚拟水流动补偿机制。  | 
    
| Abstract_FL | [Objective]The Yellow River Basin,the second largest in China,plays a crucial role in food production in the country.In this paper,we analyze the spatiotemporal variations in agricultural water use efficiency and calculate water resource flow patterns and their optimal allocation at watershed scale in the basin.[Method]Using the SWAT model,the basin was divided into sub-basin units to calculate crop water footprints.Virtual water flows were analyzed using social equity principles and the gravitational force method.[Result]In 2020,the total crop water footprint in the basin was 76.91 billion m3,with green water accounting for 69.7%.The middle reaches contributed the largest to the total water footprint,significantly surpassing upstream and downstream regions.Both blue and green water footprints exhibited seasonal variation,peaking between May and August.The average water footprint for crop production was 0.72 m3/kg,with notable spatial differences:high in the Northern regions and low in the South.High blue water footprints were predominantly in the upper and middle reaches.The total virtual water flow associated with crop production was 19.15 billion m3,with green water flow exceeding blue water flow.The Northern regions served as virtual water exporters,while the Southern regions were net importers.[Conclusion]Effective management of green water resources is essential for sustainable water use in the Yellow River Basin.Special attention is required for the middle reaches due to their higher water consumption.Key strategies include prioritizing irrigation water allocation in the regions with low blue water footprints,optimizing crop planting structures,adopting water-saving technologies,and establishing compensation mechanisms for virtual water flow.These measures will promote the sustainable utilization of water resources throughout the basin. | 
    
| Author | ZI Tiantian Keyang, XUAN LIU, Jing  | 
    
| AuthorAffiliation | 河海大学 水灾害防御全国重点实验室,南京 210024;河海大学 水文水资源学院,南京 210024%河海大学 水灾害防御全国重点实验室,南京 210024;河海大学 水文水资源学院,南京 210024;河海大学 长江保护与绿色发展研究院,南京 210024 | 
    
| AuthorAffiliation_xml | – name: 河海大学 水灾害防御全国重点实验室,南京 210024;河海大学 水文水资源学院,南京 210024%河海大学 水灾害防御全国重点实验室,南京 210024;河海大学 水文水资源学院,南京 210024;河海大学 长江保护与绿色发展研究院,南京 210024 | 
    
| Author_FL | ZI Tiantian LIU Jing XUAN Keyang  | 
    
| Author_FL_xml | – sequence: 1 fullname: ZI Tiantian – sequence: 2 fullname: LIU Jing – sequence: 3 fullname: XUAN Keyang  | 
    
| Author_xml | – sequence: 1 fullname: ZI Tiantian – sequence: 2 givenname: Jing surname: LIU fullname: LIU, Jing – sequence: 3 givenname: XUAN surname: Keyang fullname: Keyang, XUAN  | 
    
| BookMark | eNpFj09LwmAcx5-DQWa-gw5BdNz6Pf_2PB5FygKhQ0JHmdsz0WJbLukceEnBLl2SaHXTW2QJGdGbcZu9iyYGnb7w5cP3zwbKuJ6rENrCoGPKCdlr6ZZ71tQbDT_QCRBGMc6gLDYE0SjFYh3lg6BZByDEYFRCFpWjcDafDU5Oi9V49Bw99pNh9-ezG79O4vfrKAznXw_JzXg7fnlbTCeL74_otre4H8b9MHWWRG-UPN0l4-kmWnPM80Dl_zSHqgf71dKhVjkuH5WKFc3nkmnStihzwKgTQS1hmkLYQLjN00EFpXBdSkUUOAXsCDAwcMOwLcmAU8sWAJZDc2h3FXtluo7pNmotr9N208La8nL6mAMBYCm3s-L8tnfRUcHlP0gJx0xwSSj9BaJvcxE | 
    
| ClassificationCodes | TV213.4 | 
    
| ContentType | Journal Article | 
    
| Copyright | 2025. This work is published under https://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. Copyright © Wanfang Data Co. Ltd. All Rights Reserved.  | 
    
| Copyright_xml | – notice: 2025. This work is published under https://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. – notice: Copyright © Wanfang Data Co. Ltd. All Rights Reserved.  | 
    
| DBID | 3V. 7X2 7XB 8FE 8FH 8FK AEUYN AFKRA ATCPS AZQEC BENPR BHPHI CCPQU DWQXO GNUQQ GUQSH HCIFZ M0K M2O MBDVC PHGZM PHGZT PKEHL PQEST PQQKQ PQUKI Q9U 2B. 4A8 92I 93N PSX TCJ  | 
    
| DOI | 10.13522/j.cnki.ggps.2024311 | 
    
| DatabaseName | ProQuest Central (Corporate) Agricultural Science Collection ProQuest Central (purchase pre-March 2016) ProQuest SciTech Collection ProQuest Natural Science Journals ProQuest Central (Alumni) (purchase pre-March 2016) ProQuest One Sustainability ProQuest Central UK/Ireland Agricultural & Environmental Science Collection ProQuest Central Essentials - QC ProQuest Central Natural Science Collection ProQuest One Community College ProQuest Central ProQuest Central Student Research Library Prep SciTech Premium Collection Agricultural Science Database Research Library Research Library (Corporate) ProQuest Central Premium ProQuest One Academic (New) ProQuest One Academic Middle East (New) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central Basic Wanfang Data Journals - Hong Kong WANFANG Data Centre Wanfang Data Journals 万方数据期刊 - 香港版 China Online Journals (COJ) China Online Journals (COJ)  | 
    
| DatabaseTitle | Agricultural Science Database Research Library Prep ProQuest Central Student ProQuest One Academic Middle East (New) ProQuest Central Basic ProQuest Central Essentials ProQuest One Academic Eastern Edition Agricultural Science Collection SciTech Premium Collection ProQuest One Community College ProQuest Natural Science Collection ProQuest SciTech Collection ProQuest Central ProQuest One Sustainability ProQuest One Academic UKI Edition Natural Science Collection ProQuest Central Korea Agricultural & Environmental Science Collection ProQuest Research Library ProQuest Central (New) ProQuest One Academic ProQuest One Academic (New) ProQuest Central (Alumni)  | 
    
| DatabaseTitleList | Agricultural Science Database  | 
    
| Database_xml | – sequence: 1 dbid: BENPR name: ProQuest Central url: http://www.proquest.com/pqcentral?accountid=15518 sourceTypes: Aggregation Database  | 
    
| DeliveryMethod | fulltext_linktorsrc | 
    
| DocumentTitle_FL | Modelling crop water footprint and virtual water flow in the Yellow River Basin using the SWAT model | 
    
| EndPage | 26 | 
    
| ExternalDocumentID | ggps202502004 | 
    
| GeographicLocations | Yellow River | 
    
| GeographicLocations_xml | – name: Yellow River | 
    
| GrantInformation_xml | – fundername: (国家自然科学基金); (国家自然科学基金); (国家自然科学基金); (国家自然科学基金) funderid: (国家自然科学基金); (国家自然科学基金); (国家自然科学基金); (国家自然科学基金)  | 
    
| GroupedDBID | 3V. 5XA 5XE 7X2 7XB 8FE 8FH 8FK ABJNI ACGFS AEUYN AFKRA ALMA_UNASSIGNED_HOLDINGS ATCPS AZQEC BENPR BHPHI CCPQU CW9 DWQXO GNUQQ GROUPED_DOAJ GUQSH HCIFZ M0K M2O MBDVC PHGZM PHGZT PKEHL PQEST PQQKQ PQUKI Q9U TGD U1G U5N 2B. 4A8 92G 92I 93N PSX TCJ  | 
    
| ID | FETCH-LOGICAL-p584-8dc34f06b273c7aa77d025d50029ee1b88e2e0f91f70610566dc84053cd700cf3 | 
    
| IEDL.DBID | BENPR | 
    
| ISSN | 1672-3317 | 
    
| IngestDate | Thu May 29 03:56:07 EDT 2025 Thu Sep 18 00:24:29 EDT 2025  | 
    
| IsPeerReviewed | false | 
    
| IsScholarly | true | 
    
| Issue | 2 | 
    
| Keywords | 虚拟水流动 作物 water footprint SWAT model Yellow River Basin SWAT模型 crops 黄河流域 virtual water flow 水足迹  | 
    
| Language | Chinese | 
    
| LinkModel | DirectLink | 
    
| MergedId | FETCHMERGED-LOGICAL-p584-8dc34f06b273c7aa77d025d50029ee1b88e2e0f91f70610566dc84053cd700cf3 | 
    
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14  | 
    
| PQID | 3251475823 | 
    
| PQPubID | 6843760 | 
    
| PageCount | 8 | 
    
| ParticipantIDs | wanfang_journals_ggps202502004 proquest_journals_3251475823  | 
    
| PublicationCentury | 2000 | 
    
| PublicationDate | 20250101 2025  | 
    
| PublicationDateYYYYMMDD | 2025-01-01 | 
    
| PublicationDate_xml | – month: 01 year: 2025 text: 20250101 day: 01  | 
    
| PublicationDecade | 2020 | 
    
| PublicationPlace | Xinxiang City | 
    
| PublicationPlace_xml | – name: Xinxiang City | 
    
| PublicationTitle | Guanʻgai paishui xuebao | 
    
| PublicationTitle_FL | Journal of Irrigation and Drainage | 
    
| PublicationYear | 2025 | 
    
| Publisher | Chinese Academy of Agricultural Sciences (CAAS) Farmland Irrigation Research Institute Editorial Office of Journal of Irrigation and Drainage 河海大学 水文水资源学院,南京 210024%河海大学 水灾害防御全国重点实验室,南京 210024 河海大学 水文水资源学院,南京 210024 河海大学 长江保护与绿色发展研究院,南京 210024 河海大学 水灾害防御全国重点实验室,南京 210024  | 
    
| Publisher_xml | – name: Chinese Academy of Agricultural Sciences (CAAS) Farmland Irrigation Research Institute Editorial Office of Journal of Irrigation and Drainage – name: 河海大学 水灾害防御全国重点实验室,南京 210024 – name: 河海大学 水文水资源学院,南京 210024%河海大学 水灾害防御全国重点实验室,南京 210024 – name: 河海大学 水文水资源学院,南京 210024 – name: 河海大学 长江保护与绿色发展研究院,南京 210024  | 
    
| SSID | ssib002264380 ssib001101356 ssib051374040 ssib046786310 ssj0002507593 ssib006567438  | 
    
| Score | 2.4079924 | 
    
| Snippet | 【目的】量化黄河流域作物水足迹及虚拟水流动模式。【方法】构建SWAT模型,以子流域为研究尺度,量化黄河流域作物水足迹,基于社会公平原则和引力法对虚拟水流动格局进行研究。【... TV213.4; [目的]量化黄河流域作物水足迹及虚拟水流动模式.[方法]构建SWAT模型,以子流域为研究尺度,量化黄河流域作物水足迹,基于社会公平原则和引力法对虚拟水流动格局进行...  | 
    
| SourceID | wanfang proquest  | 
    
| SourceType | Aggregation Database | 
    
| StartPage | 19 | 
    
| SubjectTerms | Crop planting Crop production Flow distribution Flow pattern Food production Footprint analysis Footprints Gravity Irrigation water Optimization River basins Rivers Seasonal variations Sustainable use Water allocation Water conservation Water consumption Water flow Water resources Water use Water use efficiency  | 
    
| Title | 基于SWAT模型的黄河流域作物 水足迹及虚拟水流动研究 | 
    
| URI | https://www.proquest.com/docview/3251475823 https://d.wanfangdata.com.cn/periodical/ggps202502004  | 
    
| Volume | 44 | 
    
| hasFullText | 1 | 
    
| inHoldings | 1 | 
    
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAON databaseName: DOAJ Directory of Open Access Journals issn: 1672-3317 databaseCode: DOA dateStart: 20220101 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://www.doaj.org/ omitProxy: true ssIdentifier: ssj0002507593 providerName: Directory of Open Access Journals – providerCode: PRVPQU databaseName: ProQuest Central issn: 1672-3317 databaseCode: BENPR dateStart: 20170101 customDbUrl: http://www.proquest.com/pqcentral?accountid=15518 isFulltext: true dateEnd: 99991231 titleUrlDefault: https://www.proquest.com/central omitProxy: true ssIdentifier: ssj0002507593 providerName: ProQuest  | 
    
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwY2BQSUszSU1JM0rTNUyzMNU1SUs21E0yNknVNUlJs0wDFoupaeDr3nz9zDxCTbwiTCOYGPxge2FAyyphZSK4oE7JTwaNkesbAytiE2Dj1sjYvqBQF3RrFGh2FXaFRiL0aoUUW_ARY8wMrEagk7FYGFidXP0CghANBGAKNEY5IMwMdOQ6IgWaghblw1MksBSxMENqAJkaGpubGEBPRwGV9cAGhDnkZF9DM3MjXWNgbQzdnwdq2Ohn6SXnZWfqpacXgE4GNwJW1oYoLVn28sS8tMS8dKQqzU2QgR_aFlVwhCQeIQamqgwRBven83c92dUXHO4Y8mzFwqfzup_Panm5u-XZps3PtjY-nT__yd45zztXKjzbsOXFts0v9u982t_1YuasZ93zgSIgFV0rni-Y8nzlNlGGEDfXEGcPXehtC7oFwEaIrkVKsrFJmoFZErA9k2yemGhungL0XYopaNouNdUwycIi1SjVIM3SMM0c2AQANpvMUpKBnUNT4-QUcwOD5DRjMQaWvPy8VAkGBWCsJ6UZA9saqcDMbg4k0tKSjNKSzM2BTZ-UNLNkSQYZWBDEQ3NMcTwifiUZ5KDBgpAFhaARKLRBmVoKv35pBi6QUsg4iQwDS0lRaaossOVQkiQHTQ5y4J43AM_40cw | 
    
| linkProvider | ProQuest | 
    
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3PTxQxFG4QYvRiNGpEEfagx8JM25nOHohBBZdfG6Nr5LaZafvWH8mwCobozYSLkOiFi8SweIMbESEBQ_xn2Nn1v_B1t-vCxRuXOcxM5_Dm6_u-1_a9R8gdAGE0MKA-RAEVoHyacGGo0JAHdIsGWu3eZoth4ZmYmgvmeshRJxfGHqvs-MSWo9bzyq6Rj3AkYoHilvF71TfUdo2yu6udFhqxa62gR1slxlxix7R5v4Qh3MLo5EP833cZmxgvPShQ12WAVpF8aaQVF-CFCfK4knEspUYZoAO7XWWMn0SRYcaDvA8SqQ_lQqgVBkUBV1p6ngKOnz1H-gQXeYz9-u6PFx8_6eoRBDw_VY8stBXeu4APbA7AvwmATisKT-itwOdSeK4Yi6UW1CuyXUjYDyWjHMnfpQNaHTXyalilr18OVypVW4icoTbwTwnn80txCnFaOcGgE5fJJSd9c2NtrF4hPR9eXCWP6rXD48PPT5-PlbKt7_WN1cb68p9fy9mP3WzvY71WOz761vi0nct2fjb3d5u_D-pfVppf17PVGt6xb6xsNTbXGtv710jpLMx-nfSm86m5QXIIsgQ4ShuDvkXiBSBhkEiJSktDqPrJQMcEZTdBF8pdOPWTQWeW7lNrQWatbX3Izf-PHyIXCqXZmfLMZHH6Frloh7WXaAZI7-Lbd-Y2ipbFZNBBI0fKZwzGv3JfDAY | 
    
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=%E5%9F%BA%E4%BA%8ESWAT%E6%A8%A1%E5%9E%8B%E7%9A%84%E9%BB%84%E6%B2%B3%E6%B5%81%E5%9F%9F%E4%BD%9C%E7%89%A9%E6%B0%B4%E8%B6%B3%E8%BF%B9%E5%8F%8A%E8%99%9A%E6%8B%9F%E6%B0%B4%E6%B5%81%E5%8A%A8%E7%A0%94%E7%A9%B6&rft.jtitle=%E7%81%8C%E6%BA%89%E6%8E%92%E6%B0%B4%E5%AD%A6%E6%8A%A5&rft.au=%E8%B5%84%E6%B7%BB%E6%B7%BB&rft.au=%E5%88%98%E9%9D%99&rft.au=%E5%AE%A3%E6%9F%AF%E7%82%80&rft.date=2025&rft.pub=%E6%B2%B3%E6%B5%B7%E5%A4%A7%E5%AD%A6+%E6%B0%B4%E6%96%87%E6%B0%B4%E8%B5%84%E6%BA%90%E5%AD%A6%E9%99%A2%2C%E5%8D%97%E4%BA%AC+210024%25%E6%B2%B3%E6%B5%B7%E5%A4%A7%E5%AD%A6+%E6%B0%B4%E7%81%BE%E5%AE%B3%E9%98%B2%E5%BE%A1%E5%85%A8%E5%9B%BD%E9%87%8D%E7%82%B9%E5%AE%9E%E9%AA%8C%E5%AE%A4%2C%E5%8D%97%E4%BA%AC+210024&rft.issn=1672-3317&rft.volume=44&rft.issue=2&rft.spage=19&rft.epage=26&rft_id=info:doi/10.13522%2Fj.cnki.ggps.2024311&rft.externalDocID=ggps202502004 | 
    
| thumbnail_s | http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=http%3A%2F%2Fwww.wanfangdata.com.cn%2Fimages%2FPeriodicalImages%2Fggps%2Fggps.jpg |