Winter wheat with subsurface drip irrigation (SDI): Crop coefficients, water-use estimates, and effects of SDI on grain yield and water use efficiency
•Yield and WUE of winter wheat with subsurface drip irrigation was investigated.•The crop coefficient curve for winter wheat with SDI was developed.•Evapotranspiration of wheat was simulated with the dual crop coefficient procedure. Winter wheat (Triticum aestivum L.) production in the North China P...
Gespeichert in:
Veröffentlicht in: | Agricultural water management 2014-12, Vol.146, p.1-10 |
---|---|
Hauptverfasser: | , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 10 |
---|---|
container_issue | |
container_start_page | 1 |
container_title | Agricultural water management |
container_volume | 146 |
creator | Gao, Yang Yang, Linlin Shen, Xiaojun Li, Xinqiang Sun, Jingsheng Duan, Aiwang Wu, Laosheng |
description | •Yield and WUE of winter wheat with subsurface drip irrigation was investigated.•The crop coefficient curve for winter wheat with SDI was developed.•Evapotranspiration of wheat was simulated with the dual crop coefficient procedure.
Winter wheat (Triticum aestivum L.) production in the North China Plain (NCP) is threatened by insufficient water supply. Interest in microirrigation is increasing in the NCP, while data and guidance for microirrigation scheduling are lacking. An accurate estimation of actual crop evapotranspiration (ETa) is critical for appropriate water management. In this study, therefore, the SIMDualKc model was calibrated with the data from a three-season experiment, and ETa of winter wheat with subsurface drip irrigation (SDI) was estimated with the dual crop coefficient approach and stress adjustments described in the FAO-56 using the data of the other two treatments. The mean value of basal crop coefficient (Kcb) for the winter wheat at the initial-, mid-, and late-season growth stages over the three seasons was 0.25, 1.06, and 0.34, respectively. Over the three growing seasons, the ETa for subsurface drip-irrigated wheat with three irrigation treatments ranged from 393 to 449mm. The Kc-local (ETa/ETo) values for the winter wheat with SDI were 0.34–0.80, 0.91–1.11, and 0.41–0.98, respectively, at the initial-, mid-, and late-season growth stages. Results indicated that the procedure of the dual Kc approach and stress adjustments simulated ETa of the winter wheat reasonably well, with the average absolute error (AAE) of 0.36mmd−1, the root mean square error (RMSE) of 0.43mmd−1,the index of agreement (d) of 0.98, the Nash–Sutcliffe efficiency (NSE) of 0.91, and the RMSE-observations standard deviation ratio (RSR) of 0.31. Discrepancy between the simulated and measured data was mainly attributed to the assumption of a uniform distribution of soil water around an emitter. Irrigation rates have significant effects on ETa, grain yield and WUE. Based on effects of irrigation rates on grain yield and WUE, irrigation schedule for optimum yield and WUE was developed for winter wheat. It was estimated that grain yield and WUE of winter wheat with the optimum irrigation schedule was 7780kgha−1 and 1.83kgm−3, respectively. The simulated results can be used as a reference for irrigation schedule and water management for winter wheat in the NCP. |
doi_str_mv | 10.1016/j.agwat.2014.07.010 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1685770151</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0378377414002091</els_id><sourcerecordid>1685770151</sourcerecordid><originalsourceid>FETCH-LOGICAL-c399t-6f212379d7f056d1763f5e7e9af6d2e454ca2f6e0376b7a7c398e0693e8c0a6b3</originalsourceid><addsrcrecordid>eNqNkcFu1DAURS1EpQ5tv6Abb5CKRMJznNgOEgs0QFupEguKWFoe53nqUZoMtsNofoTvxZMZsUSsLFvnvvt8LyHXDEoGTLzblGa9M6msgNUlyBIYvCALpiQvqkrxl2QBXKqCS1mfk1cxbgCghlouyO8ffkgY6O4JTaI7n55onFZxCs5YpF3wW-pD8GuT_DjQm2-f7t-8p8swbqkd0TlvPQ4pvqXZHUMxRaQYk3_Ot_xoho5mCG2KdHQ0i2kesg7GD3Tvse9mYpbSWXoaaPeX5MyZPuLV6bwg3798flzeFQ9fb--XHx8Ky9s2FcJVrOKy7aSDRnRMCu4alNgaJ7oK66a2pnIC8-_FShqZVQpBtByVBSNW_ILcHOduw_hzyqvrZx8t9r0ZcJyiZkI1UgJr2H-g2b1RdSsyyo-oDWOMAZ3ehpxJ2GsG-lCY3ui5MH0oTIPUubCsen0yMNGa3gUzWB__SiulGsXFgftw5DAH88tj0HEODTsfctS6G_0_ff4Aj6KtaA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1676358496</pqid></control><display><type>article</type><title>Winter wheat with subsurface drip irrigation (SDI): Crop coefficients, water-use estimates, and effects of SDI on grain yield and water use efficiency</title><source>Elsevier ScienceDirect Journals</source><creator>Gao, Yang ; Yang, Linlin ; Shen, Xiaojun ; Li, Xinqiang ; Sun, Jingsheng ; Duan, Aiwang ; Wu, Laosheng</creator><creatorcontrib>Gao, Yang ; Yang, Linlin ; Shen, Xiaojun ; Li, Xinqiang ; Sun, Jingsheng ; Duan, Aiwang ; Wu, Laosheng</creatorcontrib><description>•Yield and WUE of winter wheat with subsurface drip irrigation was investigated.•The crop coefficient curve for winter wheat with SDI was developed.•Evapotranspiration of wheat was simulated with the dual crop coefficient procedure.
Winter wheat (Triticum aestivum L.) production in the North China Plain (NCP) is threatened by insufficient water supply. Interest in microirrigation is increasing in the NCP, while data and guidance for microirrigation scheduling are lacking. An accurate estimation of actual crop evapotranspiration (ETa) is critical for appropriate water management. In this study, therefore, the SIMDualKc model was calibrated with the data from a three-season experiment, and ETa of winter wheat with subsurface drip irrigation (SDI) was estimated with the dual crop coefficient approach and stress adjustments described in the FAO-56 using the data of the other two treatments. The mean value of basal crop coefficient (Kcb) for the winter wheat at the initial-, mid-, and late-season growth stages over the three seasons was 0.25, 1.06, and 0.34, respectively. Over the three growing seasons, the ETa for subsurface drip-irrigated wheat with three irrigation treatments ranged from 393 to 449mm. The Kc-local (ETa/ETo) values for the winter wheat with SDI were 0.34–0.80, 0.91–1.11, and 0.41–0.98, respectively, at the initial-, mid-, and late-season growth stages. Results indicated that the procedure of the dual Kc approach and stress adjustments simulated ETa of the winter wheat reasonably well, with the average absolute error (AAE) of 0.36mmd−1, the root mean square error (RMSE) of 0.43mmd−1,the index of agreement (d) of 0.98, the Nash–Sutcliffe efficiency (NSE) of 0.91, and the RMSE-observations standard deviation ratio (RSR) of 0.31. Discrepancy between the simulated and measured data was mainly attributed to the assumption of a uniform distribution of soil water around an emitter. Irrigation rates have significant effects on ETa, grain yield and WUE. Based on effects of irrigation rates on grain yield and WUE, irrigation schedule for optimum yield and WUE was developed for winter wheat. It was estimated that grain yield and WUE of winter wheat with the optimum irrigation schedule was 7780kgha−1 and 1.83kgm−3, respectively. The simulated results can be used as a reference for irrigation schedule and water management for winter wheat in the NCP.</description><identifier>ISSN: 0378-3774</identifier><identifier>EISSN: 1873-2283</identifier><identifier>DOI: 10.1016/j.agwat.2014.07.010</identifier><identifier>CODEN: AWMADF</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Agricultural and forest climatology and meteorology. Irrigation. Drainage ; Agricultural and forest meteorology ; Agronomy. Soil science and plant productions ; Basal crop coefficient ; Biological and medical sciences ; Crops ; Evapotranspiration ; Fundamental and applied biological sciences. Psychology ; General agronomy. Plant production ; Grains ; Irrigation ; Irrigation schedule ; Mathematical models ; Physical properties ; Physics, chemistry, biochemistry and biology of agricultural and forest soils ; Schedules ; Simulation ; Soil science ; Soil water balance ; Triticum aestivum ; Water and solute dynamics ; Water balance and requirements. Evapotranspiration ; Water management ; Wheat ; Winter ; Yield</subject><ispartof>Agricultural water management, 2014-12, Vol.146, p.1-10</ispartof><rights>2014 Elsevier B.V.</rights><rights>2015 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c399t-6f212379d7f056d1763f5e7e9af6d2e454ca2f6e0376b7a7c398e0693e8c0a6b3</citedby><cites>FETCH-LOGICAL-c399t-6f212379d7f056d1763f5e7e9af6d2e454ca2f6e0376b7a7c398e0693e8c0a6b3</cites><orcidid>0000-0003-3816-6666</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.agwat.2014.07.010$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,777,781,3537,27905,27906,45976</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=28858360$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Gao, Yang</creatorcontrib><creatorcontrib>Yang, Linlin</creatorcontrib><creatorcontrib>Shen, Xiaojun</creatorcontrib><creatorcontrib>Li, Xinqiang</creatorcontrib><creatorcontrib>Sun, Jingsheng</creatorcontrib><creatorcontrib>Duan, Aiwang</creatorcontrib><creatorcontrib>Wu, Laosheng</creatorcontrib><title>Winter wheat with subsurface drip irrigation (SDI): Crop coefficients, water-use estimates, and effects of SDI on grain yield and water use efficiency</title><title>Agricultural water management</title><description>•Yield and WUE of winter wheat with subsurface drip irrigation was investigated.•The crop coefficient curve for winter wheat with SDI was developed.•Evapotranspiration of wheat was simulated with the dual crop coefficient procedure.
Winter wheat (Triticum aestivum L.) production in the North China Plain (NCP) is threatened by insufficient water supply. Interest in microirrigation is increasing in the NCP, while data and guidance for microirrigation scheduling are lacking. An accurate estimation of actual crop evapotranspiration (ETa) is critical for appropriate water management. In this study, therefore, the SIMDualKc model was calibrated with the data from a three-season experiment, and ETa of winter wheat with subsurface drip irrigation (SDI) was estimated with the dual crop coefficient approach and stress adjustments described in the FAO-56 using the data of the other two treatments. The mean value of basal crop coefficient (Kcb) for the winter wheat at the initial-, mid-, and late-season growth stages over the three seasons was 0.25, 1.06, and 0.34, respectively. Over the three growing seasons, the ETa for subsurface drip-irrigated wheat with three irrigation treatments ranged from 393 to 449mm. The Kc-local (ETa/ETo) values for the winter wheat with SDI were 0.34–0.80, 0.91–1.11, and 0.41–0.98, respectively, at the initial-, mid-, and late-season growth stages. Results indicated that the procedure of the dual Kc approach and stress adjustments simulated ETa of the winter wheat reasonably well, with the average absolute error (AAE) of 0.36mmd−1, the root mean square error (RMSE) of 0.43mmd−1,the index of agreement (d) of 0.98, the Nash–Sutcliffe efficiency (NSE) of 0.91, and the RMSE-observations standard deviation ratio (RSR) of 0.31. Discrepancy between the simulated and measured data was mainly attributed to the assumption of a uniform distribution of soil water around an emitter. Irrigation rates have significant effects on ETa, grain yield and WUE. Based on effects of irrigation rates on grain yield and WUE, irrigation schedule for optimum yield and WUE was developed for winter wheat. It was estimated that grain yield and WUE of winter wheat with the optimum irrigation schedule was 7780kgha−1 and 1.83kgm−3, respectively. The simulated results can be used as a reference for irrigation schedule and water management for winter wheat in the NCP.</description><subject>Agricultural and forest climatology and meteorology. Irrigation. Drainage</subject><subject>Agricultural and forest meteorology</subject><subject>Agronomy. Soil science and plant productions</subject><subject>Basal crop coefficient</subject><subject>Biological and medical sciences</subject><subject>Crops</subject><subject>Evapotranspiration</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>General agronomy. Plant production</subject><subject>Grains</subject><subject>Irrigation</subject><subject>Irrigation schedule</subject><subject>Mathematical models</subject><subject>Physical properties</subject><subject>Physics, chemistry, biochemistry and biology of agricultural and forest soils</subject><subject>Schedules</subject><subject>Simulation</subject><subject>Soil science</subject><subject>Soil water balance</subject><subject>Triticum aestivum</subject><subject>Water and solute dynamics</subject><subject>Water balance and requirements. Evapotranspiration</subject><subject>Water management</subject><subject>Wheat</subject><subject>Winter</subject><subject>Yield</subject><issn>0378-3774</issn><issn>1873-2283</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNqNkcFu1DAURS1EpQ5tv6Abb5CKRMJznNgOEgs0QFupEguKWFoe53nqUZoMtsNofoTvxZMZsUSsLFvnvvt8LyHXDEoGTLzblGa9M6msgNUlyBIYvCALpiQvqkrxl2QBXKqCS1mfk1cxbgCghlouyO8ffkgY6O4JTaI7n55onFZxCs5YpF3wW-pD8GuT_DjQm2-f7t-8p8swbqkd0TlvPQ4pvqXZHUMxRaQYk3_Ot_xoho5mCG2KdHQ0i2kesg7GD3Tvse9mYpbSWXoaaPeX5MyZPuLV6bwg3798flzeFQ9fb--XHx8Ky9s2FcJVrOKy7aSDRnRMCu4alNgaJ7oK66a2pnIC8-_FShqZVQpBtByVBSNW_ILcHOduw_hzyqvrZx8t9r0ZcJyiZkI1UgJr2H-g2b1RdSsyyo-oDWOMAZ3ehpxJ2GsG-lCY3ui5MH0oTIPUubCsen0yMNGa3gUzWB__SiulGsXFgftw5DAH88tj0HEODTsfctS6G_0_ff4Aj6KtaA</recordid><startdate>20141201</startdate><enddate>20141201</enddate><creator>Gao, Yang</creator><creator>Yang, Linlin</creator><creator>Shen, Xiaojun</creator><creator>Li, Xinqiang</creator><creator>Sun, Jingsheng</creator><creator>Duan, Aiwang</creator><creator>Wu, Laosheng</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7SN</scope><scope>7ST</scope><scope>7U6</scope><scope>7UA</scope><scope>C1K</scope><scope>F1W</scope><scope>H96</scope><scope>H97</scope><scope>L.G</scope><scope>SOI</scope><scope>8FD</scope><scope>FR3</scope><scope>KR7</scope><orcidid>https://orcid.org/0000-0003-3816-6666</orcidid></search><sort><creationdate>20141201</creationdate><title>Winter wheat with subsurface drip irrigation (SDI): Crop coefficients, water-use estimates, and effects of SDI on grain yield and water use efficiency</title><author>Gao, Yang ; Yang, Linlin ; Shen, Xiaojun ; Li, Xinqiang ; Sun, Jingsheng ; Duan, Aiwang ; Wu, Laosheng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c399t-6f212379d7f056d1763f5e7e9af6d2e454ca2f6e0376b7a7c398e0693e8c0a6b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Agricultural and forest climatology and meteorology. Irrigation. Drainage</topic><topic>Agricultural and forest meteorology</topic><topic>Agronomy. Soil science and plant productions</topic><topic>Basal crop coefficient</topic><topic>Biological and medical sciences</topic><topic>Crops</topic><topic>Evapotranspiration</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>General agronomy. Plant production</topic><topic>Grains</topic><topic>Irrigation</topic><topic>Irrigation schedule</topic><topic>Mathematical models</topic><topic>Physical properties</topic><topic>Physics, chemistry, biochemistry and biology of agricultural and forest soils</topic><topic>Schedules</topic><topic>Simulation</topic><topic>Soil science</topic><topic>Soil water balance</topic><topic>Triticum aestivum</topic><topic>Water and solute dynamics</topic><topic>Water balance and requirements. Evapotranspiration</topic><topic>Water management</topic><topic>Wheat</topic><topic>Winter</topic><topic>Yield</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gao, Yang</creatorcontrib><creatorcontrib>Yang, Linlin</creatorcontrib><creatorcontrib>Shen, Xiaojun</creatorcontrib><creatorcontrib>Li, Xinqiang</creatorcontrib><creatorcontrib>Sun, Jingsheng</creatorcontrib><creatorcontrib>Duan, Aiwang</creatorcontrib><creatorcontrib>Wu, Laosheng</creatorcontrib><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>Aqualine</collection><collection>Ecology Abstracts</collection><collection>Environment Abstracts</collection><collection>Sustainability Science Abstracts</collection><collection>Water Resources Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Environment Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><jtitle>Agricultural water management</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gao, Yang</au><au>Yang, Linlin</au><au>Shen, Xiaojun</au><au>Li, Xinqiang</au><au>Sun, Jingsheng</au><au>Duan, Aiwang</au><au>Wu, Laosheng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Winter wheat with subsurface drip irrigation (SDI): Crop coefficients, water-use estimates, and effects of SDI on grain yield and water use efficiency</atitle><jtitle>Agricultural water management</jtitle><date>2014-12-01</date><risdate>2014</risdate><volume>146</volume><spage>1</spage><epage>10</epage><pages>1-10</pages><issn>0378-3774</issn><eissn>1873-2283</eissn><coden>AWMADF</coden><abstract>•Yield and WUE of winter wheat with subsurface drip irrigation was investigated.•The crop coefficient curve for winter wheat with SDI was developed.•Evapotranspiration of wheat was simulated with the dual crop coefficient procedure.
Winter wheat (Triticum aestivum L.) production in the North China Plain (NCP) is threatened by insufficient water supply. Interest in microirrigation is increasing in the NCP, while data and guidance for microirrigation scheduling are lacking. An accurate estimation of actual crop evapotranspiration (ETa) is critical for appropriate water management. In this study, therefore, the SIMDualKc model was calibrated with the data from a three-season experiment, and ETa of winter wheat with subsurface drip irrigation (SDI) was estimated with the dual crop coefficient approach and stress adjustments described in the FAO-56 using the data of the other two treatments. The mean value of basal crop coefficient (Kcb) for the winter wheat at the initial-, mid-, and late-season growth stages over the three seasons was 0.25, 1.06, and 0.34, respectively. Over the three growing seasons, the ETa for subsurface drip-irrigated wheat with three irrigation treatments ranged from 393 to 449mm. The Kc-local (ETa/ETo) values for the winter wheat with SDI were 0.34–0.80, 0.91–1.11, and 0.41–0.98, respectively, at the initial-, mid-, and late-season growth stages. Results indicated that the procedure of the dual Kc approach and stress adjustments simulated ETa of the winter wheat reasonably well, with the average absolute error (AAE) of 0.36mmd−1, the root mean square error (RMSE) of 0.43mmd−1,the index of agreement (d) of 0.98, the Nash–Sutcliffe efficiency (NSE) of 0.91, and the RMSE-observations standard deviation ratio (RSR) of 0.31. Discrepancy between the simulated and measured data was mainly attributed to the assumption of a uniform distribution of soil water around an emitter. Irrigation rates have significant effects on ETa, grain yield and WUE. Based on effects of irrigation rates on grain yield and WUE, irrigation schedule for optimum yield and WUE was developed for winter wheat. It was estimated that grain yield and WUE of winter wheat with the optimum irrigation schedule was 7780kgha−1 and 1.83kgm−3, respectively. The simulated results can be used as a reference for irrigation schedule and water management for winter wheat in the NCP.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.agwat.2014.07.010</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0003-3816-6666</orcidid></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0378-3774 |
ispartof | Agricultural water management, 2014-12, Vol.146, p.1-10 |
issn | 0378-3774 1873-2283 |
language | eng |
recordid | cdi_proquest_miscellaneous_1685770151 |
source | Elsevier ScienceDirect Journals |
subjects | Agricultural and forest climatology and meteorology. Irrigation. Drainage Agricultural and forest meteorology Agronomy. Soil science and plant productions Basal crop coefficient Biological and medical sciences Crops Evapotranspiration Fundamental and applied biological sciences. Psychology General agronomy. Plant production Grains Irrigation Irrigation schedule Mathematical models Physical properties Physics, chemistry, biochemistry and biology of agricultural and forest soils Schedules Simulation Soil science Soil water balance Triticum aestivum Water and solute dynamics Water balance and requirements. Evapotranspiration Water management Wheat Winter Yield |
title | Winter wheat with subsurface drip irrigation (SDI): Crop coefficients, water-use estimates, and effects of SDI on grain yield and water use efficiency |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-19T05%3A45%3A48IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Winter%20wheat%20with%20subsurface%20drip%20irrigation%20(SDI):%20Crop%20coefficients,%20water-use%20estimates,%20and%20effects%20of%20SDI%20on%20grain%20yield%20and%20water%20use%20efficiency&rft.jtitle=Agricultural%20water%20management&rft.au=Gao,%20Yang&rft.date=2014-12-01&rft.volume=146&rft.spage=1&rft.epage=10&rft.pages=1-10&rft.issn=0378-3774&rft.eissn=1873-2283&rft.coden=AWMADF&rft_id=info:doi/10.1016/j.agwat.2014.07.010&rft_dat=%3Cproquest_cross%3E1685770151%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1676358496&rft_id=info:pmid/&rft_els_id=S0378377414002091&rfr_iscdi=true |