Loading…
Factors Influencing Water Use Efficiency in Agriculture: A Case Study of Shaanxi, China
Enhancing agricultural water use efficiency can support Shaanxi Province’s transition to a sustainable agricultural economy. Using the data envelopment approach (DEA), we evaluated the water use efficiency in agriculture of various cities in the Shaanxi Province of China. Moran’s I and Dagum Gini co...
Saved in:
Published in: | Sustainability 2023-01, Vol.15 (3), p.2157 |
---|---|
Main Authors: | , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c368t-1d17d833eb270edbd364de0be800149d057336249fd667d47e4f5aa933cb14423 |
---|---|
cites | cdi_FETCH-LOGICAL-c368t-1d17d833eb270edbd364de0be800149d057336249fd667d47e4f5aa933cb14423 |
container_end_page | |
container_issue | 3 |
container_start_page | 2157 |
container_title | Sustainability |
container_volume | 15 |
creator | Wang, Wei Elahi, Ehsan Sun, Shiying Tong, Xiaoqing Zhang, Zhaosen Abro, Mohammad Ilyas |
description | Enhancing agricultural water use efficiency can support Shaanxi Province’s transition to a sustainable agricultural economy. Using the data envelopment approach (DEA), we evaluated the water use efficiency in agriculture of various cities in the Shaanxi Province of China. Moran’s I and Dagum Gini coefficients were used to reveal spatial and temporal characteristics of agricultural water use efficiency. Furthermore, the geographically and temporally weighted regression (GTWR) model was used to investigate the effects of the agricultural economy, level of water-saving irrigation, cropping structure, environmental factors, and water supply structure on agricultural water use efficiency. The findings demonstrate that the average agricultural water use efficiency from 2011 to 2020 is low (0.796) in Shaanxi Province. Spatially there is considerable variation in water use efficiency between cities, with some highly efficient and some with very low efficiency. There is a strong negative spatial correlation between cities, with high efficiency cities tending to be adjacent to low efficiency cities. Moreover, the spatial differences in agricultural water use efficiency have increased over time, with the most significant increase within the northern region and between the north and central areas. Each influencing factor has a different impact from year to year and from city to city. Overall, the level of water-saving, the level of agricultural economics, the structure of the water supply, and environmental factors primarily have a negative influence. In contrast, the planting structure primarily has a favorable function. Therefore, to support the coordinated growth of agricultural water use efficiency, Shaanxi Province should improve its city-to-city cooperation and exchange of water use technology and experience, as well as develop differentiated water use measures appropriately for the development of each city according to local conditions. |
doi_str_mv | 10.3390/su15032157 |
format | article |
fullrecord | <record><control><sourceid>gale_proqu</sourceid><recordid>TN_cdi_proquest_journals_2775029426</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A743433234</galeid><sourcerecordid>A743433234</sourcerecordid><originalsourceid>FETCH-LOGICAL-c368t-1d17d833eb270edbd364de0be800149d057336249fd667d47e4f5aa933cb14423</originalsourceid><addsrcrecordid>eNpVkU1LAzEQhoMoWKoXf0HAk-Jqksluut5KqVoQBGvpccnmY420WU2yYP-9kQrqDMwML8_MHF6Ezii5BqjJTRxoSYDRUhygESOCFpSU5PDPfIxOY3wjOQBoTasRWt9JlfoQ8cLbzWC8cr7Da5lMwKto8Nxap1yWd9h5PO2CU8MmDcHc4imeyUws06B3uLd4-Sql_3RXePbqvDxBR1Zuojn96WO0upu_zB6Kx6f7xWz6WCioJqmgmgo9ATAtE8ToVkPFtSGtmRBCea1JKQAqxmurq0poLgy3pZQ1gGop5wzG6Hx_9z30H4OJqXnrh-Dzy4YJURJWc1Zl6npPdXJjGudtn4JUObXZOtV7Y13Wp4IDB2C5jNHFv4XMJPOZOjnE2CyWz__Zyz2rQh9jMLZ5D24rw66hpPk2pvk1Br4Ap158iQ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2775029426</pqid></control><display><type>article</type><title>Factors Influencing Water Use Efficiency in Agriculture: A Case Study of Shaanxi, China</title><source>Publicly Available Content Database</source><creator>Wang, Wei ; Elahi, Ehsan ; Sun, Shiying ; Tong, Xiaoqing ; Zhang, Zhaosen ; Abro, Mohammad Ilyas</creator><creatorcontrib>Wang, Wei ; Elahi, Ehsan ; Sun, Shiying ; Tong, Xiaoqing ; Zhang, Zhaosen ; Abro, Mohammad Ilyas</creatorcontrib><description>Enhancing agricultural water use efficiency can support Shaanxi Province’s transition to a sustainable agricultural economy. Using the data envelopment approach (DEA), we evaluated the water use efficiency in agriculture of various cities in the Shaanxi Province of China. Moran’s I and Dagum Gini coefficients were used to reveal spatial and temporal characteristics of agricultural water use efficiency. Furthermore, the geographically and temporally weighted regression (GTWR) model was used to investigate the effects of the agricultural economy, level of water-saving irrigation, cropping structure, environmental factors, and water supply structure on agricultural water use efficiency. The findings demonstrate that the average agricultural water use efficiency from 2011 to 2020 is low (0.796) in Shaanxi Province. Spatially there is considerable variation in water use efficiency between cities, with some highly efficient and some with very low efficiency. There is a strong negative spatial correlation between cities, with high efficiency cities tending to be adjacent to low efficiency cities. Moreover, the spatial differences in agricultural water use efficiency have increased over time, with the most significant increase within the northern region and between the north and central areas. Each influencing factor has a different impact from year to year and from city to city. Overall, the level of water-saving, the level of agricultural economics, the structure of the water supply, and environmental factors primarily have a negative influence. In contrast, the planting structure primarily has a favorable function. Therefore, to support the coordinated growth of agricultural water use efficiency, Shaanxi Province should improve its city-to-city cooperation and exchange of water use technology and experience, as well as develop differentiated water use measures appropriately for the development of each city according to local conditions.</description><identifier>ISSN: 2071-1050</identifier><identifier>EISSN: 2071-1050</identifier><identifier>DOI: 10.3390/su15032157</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Agricultural economics ; Agricultural industry ; Agricultural research ; Agriculture ; Analysis ; Case studies ; China ; Cities ; Disposable income ; Efficiency ; Environmental factors ; Fertilizers ; Irrigation ; Irrigation water ; Management ; Methods ; Research methodology ; Sample variance ; Sustainable agriculture ; Variables ; Water ; Water conservation ; Water in agriculture ; Water shortages ; Water supply ; Water use ; Water use efficiency ; Water-supply, Agricultural</subject><ispartof>Sustainability, 2023-01, Vol.15 (3), p.2157</ispartof><rights>COPYRIGHT 2023 MDPI AG</rights><rights>2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c368t-1d17d833eb270edbd364de0be800149d057336249fd667d47e4f5aa933cb14423</citedby><cites>FETCH-LOGICAL-c368t-1d17d833eb270edbd364de0be800149d057336249fd667d47e4f5aa933cb14423</cites><orcidid>0000-0002-2580-3622</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2775029426/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2775029426?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,25753,27924,27925,37012,44590,75126</link.rule.ids></links><search><creatorcontrib>Wang, Wei</creatorcontrib><creatorcontrib>Elahi, Ehsan</creatorcontrib><creatorcontrib>Sun, Shiying</creatorcontrib><creatorcontrib>Tong, Xiaoqing</creatorcontrib><creatorcontrib>Zhang, Zhaosen</creatorcontrib><creatorcontrib>Abro, Mohammad Ilyas</creatorcontrib><title>Factors Influencing Water Use Efficiency in Agriculture: A Case Study of Shaanxi, China</title><title>Sustainability</title><description>Enhancing agricultural water use efficiency can support Shaanxi Province’s transition to a sustainable agricultural economy. Using the data envelopment approach (DEA), we evaluated the water use efficiency in agriculture of various cities in the Shaanxi Province of China. Moran’s I and Dagum Gini coefficients were used to reveal spatial and temporal characteristics of agricultural water use efficiency. Furthermore, the geographically and temporally weighted regression (GTWR) model was used to investigate the effects of the agricultural economy, level of water-saving irrigation, cropping structure, environmental factors, and water supply structure on agricultural water use efficiency. The findings demonstrate that the average agricultural water use efficiency from 2011 to 2020 is low (0.796) in Shaanxi Province. Spatially there is considerable variation in water use efficiency between cities, with some highly efficient and some with very low efficiency. There is a strong negative spatial correlation between cities, with high efficiency cities tending to be adjacent to low efficiency cities. Moreover, the spatial differences in agricultural water use efficiency have increased over time, with the most significant increase within the northern region and between the north and central areas. Each influencing factor has a different impact from year to year and from city to city. Overall, the level of water-saving, the level of agricultural economics, the structure of the water supply, and environmental factors primarily have a negative influence. In contrast, the planting structure primarily has a favorable function. Therefore, to support the coordinated growth of agricultural water use efficiency, Shaanxi Province should improve its city-to-city cooperation and exchange of water use technology and experience, as well as develop differentiated water use measures appropriately for the development of each city according to local conditions.</description><subject>Agricultural economics</subject><subject>Agricultural industry</subject><subject>Agricultural research</subject><subject>Agriculture</subject><subject>Analysis</subject><subject>Case studies</subject><subject>China</subject><subject>Cities</subject><subject>Disposable income</subject><subject>Efficiency</subject><subject>Environmental factors</subject><subject>Fertilizers</subject><subject>Irrigation</subject><subject>Irrigation water</subject><subject>Management</subject><subject>Methods</subject><subject>Research methodology</subject><subject>Sample variance</subject><subject>Sustainable agriculture</subject><subject>Variables</subject><subject>Water</subject><subject>Water conservation</subject><subject>Water in agriculture</subject><subject>Water shortages</subject><subject>Water supply</subject><subject>Water use</subject><subject>Water use efficiency</subject><subject>Water-supply, Agricultural</subject><issn>2071-1050</issn><issn>2071-1050</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNpVkU1LAzEQhoMoWKoXf0HAk-Jqksluut5KqVoQBGvpccnmY420WU2yYP-9kQrqDMwML8_MHF6Ezii5BqjJTRxoSYDRUhygESOCFpSU5PDPfIxOY3wjOQBoTasRWt9JlfoQ8cLbzWC8cr7Da5lMwKto8Nxap1yWd9h5PO2CU8MmDcHc4imeyUws06B3uLd4-Sql_3RXePbqvDxBR1Zuojn96WO0upu_zB6Kx6f7xWz6WCioJqmgmgo9ATAtE8ToVkPFtSGtmRBCea1JKQAqxmurq0poLgy3pZQ1gGop5wzG6Hx_9z30H4OJqXnrh-Dzy4YJURJWc1Zl6npPdXJjGudtn4JUObXZOtV7Y13Wp4IDB2C5jNHFv4XMJPOZOjnE2CyWz__Zyz2rQh9jMLZ5D24rw66hpPk2pvk1Br4Ap158iQ</recordid><startdate>20230101</startdate><enddate>20230101</enddate><creator>Wang, Wei</creator><creator>Elahi, Ehsan</creator><creator>Sun, Shiying</creator><creator>Tong, Xiaoqing</creator><creator>Zhang, Zhaosen</creator><creator>Abro, Mohammad Ilyas</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ISR</scope><scope>4U-</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><orcidid>https://orcid.org/0000-0002-2580-3622</orcidid></search><sort><creationdate>20230101</creationdate><title>Factors Influencing Water Use Efficiency in Agriculture: A Case Study of Shaanxi, China</title><author>Wang, Wei ; Elahi, Ehsan ; Sun, Shiying ; Tong, Xiaoqing ; Zhang, Zhaosen ; Abro, Mohammad Ilyas</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c368t-1d17d833eb270edbd364de0be800149d057336249fd667d47e4f5aa933cb14423</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Agricultural economics</topic><topic>Agricultural industry</topic><topic>Agricultural research</topic><topic>Agriculture</topic><topic>Analysis</topic><topic>Case studies</topic><topic>China</topic><topic>Cities</topic><topic>Disposable income</topic><topic>Efficiency</topic><topic>Environmental factors</topic><topic>Fertilizers</topic><topic>Irrigation</topic><topic>Irrigation water</topic><topic>Management</topic><topic>Methods</topic><topic>Research methodology</topic><topic>Sample variance</topic><topic>Sustainable agriculture</topic><topic>Variables</topic><topic>Water</topic><topic>Water conservation</topic><topic>Water in agriculture</topic><topic>Water shortages</topic><topic>Water supply</topic><topic>Water use</topic><topic>Water use efficiency</topic><topic>Water-supply, Agricultural</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Wei</creatorcontrib><creatorcontrib>Elahi, Ehsan</creatorcontrib><creatorcontrib>Sun, Shiying</creatorcontrib><creatorcontrib>Tong, Xiaoqing</creatorcontrib><creatorcontrib>Zhang, Zhaosen</creatorcontrib><creatorcontrib>Abro, Mohammad Ilyas</creatorcontrib><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>University Readers</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><jtitle>Sustainability</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Wei</au><au>Elahi, Ehsan</au><au>Sun, Shiying</au><au>Tong, Xiaoqing</au><au>Zhang, Zhaosen</au><au>Abro, Mohammad Ilyas</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Factors Influencing Water Use Efficiency in Agriculture: A Case Study of Shaanxi, China</atitle><jtitle>Sustainability</jtitle><date>2023-01-01</date><risdate>2023</risdate><volume>15</volume><issue>3</issue><spage>2157</spage><pages>2157-</pages><issn>2071-1050</issn><eissn>2071-1050</eissn><abstract>Enhancing agricultural water use efficiency can support Shaanxi Province’s transition to a sustainable agricultural economy. Using the data envelopment approach (DEA), we evaluated the water use efficiency in agriculture of various cities in the Shaanxi Province of China. Moran’s I and Dagum Gini coefficients were used to reveal spatial and temporal characteristics of agricultural water use efficiency. Furthermore, the geographically and temporally weighted regression (GTWR) model was used to investigate the effects of the agricultural economy, level of water-saving irrigation, cropping structure, environmental factors, and water supply structure on agricultural water use efficiency. The findings demonstrate that the average agricultural water use efficiency from 2011 to 2020 is low (0.796) in Shaanxi Province. Spatially there is considerable variation in water use efficiency between cities, with some highly efficient and some with very low efficiency. There is a strong negative spatial correlation between cities, with high efficiency cities tending to be adjacent to low efficiency cities. Moreover, the spatial differences in agricultural water use efficiency have increased over time, with the most significant increase within the northern region and between the north and central areas. Each influencing factor has a different impact from year to year and from city to city. Overall, the level of water-saving, the level of agricultural economics, the structure of the water supply, and environmental factors primarily have a negative influence. In contrast, the planting structure primarily has a favorable function. Therefore, to support the coordinated growth of agricultural water use efficiency, Shaanxi Province should improve its city-to-city cooperation and exchange of water use technology and experience, as well as develop differentiated water use measures appropriately for the development of each city according to local conditions.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/su15032157</doi><orcidid>https://orcid.org/0000-0002-2580-3622</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2071-1050 |
ispartof | Sustainability, 2023-01, Vol.15 (3), p.2157 |
issn | 2071-1050 2071-1050 |
language | eng |
recordid | cdi_proquest_journals_2775029426 |
source | Publicly Available Content Database |
subjects | Agricultural economics Agricultural industry Agricultural research Agriculture Analysis Case studies China Cities Disposable income Efficiency Environmental factors Fertilizers Irrigation Irrigation water Management Methods Research methodology Sample variance Sustainable agriculture Variables Water Water conservation Water in agriculture Water shortages Water supply Water use Water use efficiency Water-supply, Agricultural |
title | Factors Influencing Water Use Efficiency in Agriculture: A Case Study of Shaanxi, China |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-06T23%3A44%3A22IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_proqu&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Factors%20Influencing%20Water%20Use%20Efficiency%20in%20Agriculture:%20A%20Case%20Study%20of%20Shaanxi,%20China&rft.jtitle=Sustainability&rft.au=Wang,%20Wei&rft.date=2023-01-01&rft.volume=15&rft.issue=3&rft.spage=2157&rft.pages=2157-&rft.issn=2071-1050&rft.eissn=2071-1050&rft_id=info:doi/10.3390/su15032157&rft_dat=%3Cgale_proqu%3EA743433234%3C/gale_proqu%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c368t-1d17d833eb270edbd364de0be800149d057336249fd667d47e4f5aa933cb14423%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2775029426&rft_id=info:pmid/&rft_galeid=A743433234&rfr_iscdi=true |