Estimating the water use efficiency of spring barley using crop models
In the current study, simulations by five crop models (WOFOST, CERES-Barley, HERMES, DAISY and AQUACROP) were compared for 7–12 growing seasons of spring barley (Hordeum vulgare) at three sites in the Czech Republic. The aims were to compare how various process-based crop models with different calcu...
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Veröffentlicht in: | The Journal of agricultural science 2018-07, Vol.156 (5), p.628-644 |
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description | In the current study, simulations by five crop models (WOFOST, CERES-Barley, HERMES, DAISY and AQUACROP) were compared for 7–12 growing seasons of spring barley (Hordeum vulgare) at three sites in the Czech Republic. The aims were to compare how various process-based crop models with different calculation approaches simulate different values of transpiration (Ta) and evapotranspiration (ET) based on the same input data and compare the outputs of these simulations with reference data. From the outputs of each model, the water use efficiency (WUE) from Ta (WUETa) and from actual ET (WUEETa) was calculated for grain yields and above-ground biomass yield. The results of the first part of the study show that the model with the Penman approach for calculating ET simulates lower actual ET (ETa) sums, at an average of 250 mm during the growing season, than other models, which use the Penman–Monteith approach and simulate 330 mm on average during the growing season. In the second part of the current study, WUE reference values in the range 1.9–2.4 kg/m3 were calculated for spring barley and grain yield. Values of WUETa/WUEETa calculated from the outputs of individual models for grain yields and above-ground biomass yields ranged from 2.0/1.0 to 5.9/3.8 kg/m3 with an average value of 3.2/2.0 kg/m3 and from 3.9/2.1 to 10.5/6.8 kg/m3 with an average value of 6.5/4.0 kg/m3, respectively. The results confirm that the average values of all models are nearest to actual values. |
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C. ; Gobin, A. ; Trnka, M.</creator><creatorcontrib>Pohanková, E. ; Hlavinka, P. ; Orság, M. ; Takáč, J. ; Kersebaum, K. C. ; Gobin, A. ; Trnka, M.</creatorcontrib><description>In the current study, simulations by five crop models (WOFOST, CERES-Barley, HERMES, DAISY and AQUACROP) were compared for 7–12 growing seasons of spring barley (Hordeum vulgare) at three sites in the Czech Republic. The aims were to compare how various process-based crop models with different calculation approaches simulate different values of transpiration (Ta) and evapotranspiration (ET) based on the same input data and compare the outputs of these simulations with reference data. From the outputs of each model, the water use efficiency (WUE) from Ta (WUETa) and from actual ET (WUEETa) was calculated for grain yields and above-ground biomass yield. The results of the first part of the study show that the model with the Penman approach for calculating ET simulates lower actual ET (ETa) sums, at an average of 250 mm during the growing season, than other models, which use the Penman–Monteith approach and simulate 330 mm on average during the growing season. In the second part of the current study, WUE reference values in the range 1.9–2.4 kg/m3 were calculated for spring barley and grain yield. Values of WUETa/WUEETa calculated from the outputs of individual models for grain yields and above-ground biomass yields ranged from 2.0/1.0 to 5.9/3.8 kg/m3 with an average value of 3.2/2.0 kg/m3 and from 3.9/2.1 to 10.5/6.8 kg/m3 with an average value of 6.5/4.0 kg/m3, respectively. The results confirm that the average values of all models are nearest to actual values.</description><identifier>ISSN: 0021-8596</identifier><identifier>EISSN: 1469-5146</identifier><identifier>DOI: 10.1017/S0021859618000060</identifier><language>eng</language><publisher>Cambridge, UK: Cambridge University Press</publisher><subject>Agricultural production ; Barley ; Biomass ; Cereal crops ; Climate change ; Computer simulation ; Corn ; Crop yield ; Crops ; Crops and Soils Research Paper ; Drought ; Efficiency ; Evapotranspiration ; Grain ; Growing season ; Hydrology ; Mathematical models ; Precipitation ; Rain ; Sorghum ; Spring ; Transpiration ; Water shortages ; Water use ; Water use efficiency ; Wheat</subject><ispartof>The Journal of agricultural science, 2018-07, Vol.156 (5), p.628-644</ispartof><rights>Copyright © Cambridge University Press 2018</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c317t-58b45d88dd06df69615935f3d19d90e71eed7cba3c67d7b4dc3559c6669f576e3</citedby><cites>FETCH-LOGICAL-c317t-58b45d88dd06df69615935f3d19d90e71eed7cba3c67d7b4dc3559c6669f576e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.cambridge.org/core/product/identifier/S0021859618000060/type/journal_article$$EHTML$$P50$$Gcambridge$$H</linktohtml><link.rule.ids>164,315,782,786,27933,27934,55637</link.rule.ids></links><search><creatorcontrib>Pohanková, E.</creatorcontrib><creatorcontrib>Hlavinka, P.</creatorcontrib><creatorcontrib>Orság, M.</creatorcontrib><creatorcontrib>Takáč, J.</creatorcontrib><creatorcontrib>Kersebaum, K. C.</creatorcontrib><creatorcontrib>Gobin, A.</creatorcontrib><creatorcontrib>Trnka, M.</creatorcontrib><title>Estimating the water use efficiency of spring barley using crop models</title><title>The Journal of agricultural science</title><addtitle>J. Agric. Sci</addtitle><description>In the current study, simulations by five crop models (WOFOST, CERES-Barley, HERMES, DAISY and AQUACROP) were compared for 7–12 growing seasons of spring barley (Hordeum vulgare) at three sites in the Czech Republic. The aims were to compare how various process-based crop models with different calculation approaches simulate different values of transpiration (Ta) and evapotranspiration (ET) based on the same input data and compare the outputs of these simulations with reference data. From the outputs of each model, the water use efficiency (WUE) from Ta (WUETa) and from actual ET (WUEETa) was calculated for grain yields and above-ground biomass yield. The results of the first part of the study show that the model with the Penman approach for calculating ET simulates lower actual ET (ETa) sums, at an average of 250 mm during the growing season, than other models, which use the Penman–Monteith approach and simulate 330 mm on average during the growing season. In the second part of the current study, WUE reference values in the range 1.9–2.4 kg/m3 were calculated for spring barley and grain yield. Values of WUETa/WUEETa calculated from the outputs of individual models for grain yields and above-ground biomass yields ranged from 2.0/1.0 to 5.9/3.8 kg/m3 with an average value of 3.2/2.0 kg/m3 and from 3.9/2.1 to 10.5/6.8 kg/m3 with an average value of 6.5/4.0 kg/m3, respectively. The results confirm that the average values of all models are nearest to actual values.</description><subject>Agricultural production</subject><subject>Barley</subject><subject>Biomass</subject><subject>Cereal crops</subject><subject>Climate change</subject><subject>Computer simulation</subject><subject>Corn</subject><subject>Crop yield</subject><subject>Crops</subject><subject>Crops and Soils Research Paper</subject><subject>Drought</subject><subject>Efficiency</subject><subject>Evapotranspiration</subject><subject>Grain</subject><subject>Growing season</subject><subject>Hydrology</subject><subject>Mathematical models</subject><subject>Precipitation</subject><subject>Rain</subject><subject>Sorghum</subject><subject>Spring</subject><subject>Transpiration</subject><subject>Water shortages</subject><subject>Water use</subject><subject>Water use efficiency</subject><subject>Wheat</subject><issn>0021-8596</issn><issn>1469-5146</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNp1UN9LwzAQDqJgnf4BvgV8ruaWJmkeZWwqDHxQn0uaXGZHu86kRfbfm7KBD-I93HF8P-7jCLkFdg8M1MMbY3MohZZQslSSnZEMCqlzkfo5ySY4n_BLchXjNlEU02VGVss4NJ0Zmt2GDp9Iv82AgY4RKXrf2AZ39kB7T-M-TJTahBYPCZ8WG_o97XqHbbwmF960EW9Oc0Y-Vsv3xXO-fn16WTyuc8tBDbko60K4snSOSedlSis0F5470E4zVIDolK0Nt1I5VRfOciG0lVJqL5REPiN3R9996L9GjEO17cewSyerOcw5AyYkJBYcWSlhjAF9ldJ3JhwqYNX0rurPu5KGnzSmq0PjNvhr_b_qBwtSa6E</recordid><startdate>201807</startdate><enddate>201807</enddate><creator>Pohanková, E.</creator><creator>Hlavinka, P.</creator><creator>Orság, M.</creator><creator>Takáč, J.</creator><creator>Kersebaum, K. 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C. ; Gobin, A. ; Trnka, M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c317t-58b45d88dd06df69615935f3d19d90e71eed7cba3c67d7b4dc3559c6669f576e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Agricultural production</topic><topic>Barley</topic><topic>Biomass</topic><topic>Cereal crops</topic><topic>Climate change</topic><topic>Computer simulation</topic><topic>Corn</topic><topic>Crop yield</topic><topic>Crops</topic><topic>Crops and Soils Research Paper</topic><topic>Drought</topic><topic>Efficiency</topic><topic>Evapotranspiration</topic><topic>Grain</topic><topic>Growing season</topic><topic>Hydrology</topic><topic>Mathematical models</topic><topic>Precipitation</topic><topic>Rain</topic><topic>Sorghum</topic><topic>Spring</topic><topic>Transpiration</topic><topic>Water shortages</topic><topic>Water use</topic><topic>Water use efficiency</topic><topic>Wheat</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pohanková, E.</creatorcontrib><creatorcontrib>Hlavinka, P.</creatorcontrib><creatorcontrib>Orság, M.</creatorcontrib><creatorcontrib>Takáč, J.</creatorcontrib><creatorcontrib>Kersebaum, K. 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C.</au><au>Gobin, A.</au><au>Trnka, M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Estimating the water use efficiency of spring barley using crop models</atitle><jtitle>The Journal of agricultural science</jtitle><addtitle>J. Agric. Sci</addtitle><date>2018-07</date><risdate>2018</risdate><volume>156</volume><issue>5</issue><spage>628</spage><epage>644</epage><pages>628-644</pages><issn>0021-8596</issn><eissn>1469-5146</eissn><abstract>In the current study, simulations by five crop models (WOFOST, CERES-Barley, HERMES, DAISY and AQUACROP) were compared for 7–12 growing seasons of spring barley (Hordeum vulgare) at three sites in the Czech Republic. The aims were to compare how various process-based crop models with different calculation approaches simulate different values of transpiration (Ta) and evapotranspiration (ET) based on the same input data and compare the outputs of these simulations with reference data. From the outputs of each model, the water use efficiency (WUE) from Ta (WUETa) and from actual ET (WUEETa) was calculated for grain yields and above-ground biomass yield. The results of the first part of the study show that the model with the Penman approach for calculating ET simulates lower actual ET (ETa) sums, at an average of 250 mm during the growing season, than other models, which use the Penman–Monteith approach and simulate 330 mm on average during the growing season. In the second part of the current study, WUE reference values in the range 1.9–2.4 kg/m3 were calculated for spring barley and grain yield. Values of WUETa/WUEETa calculated from the outputs of individual models for grain yields and above-ground biomass yields ranged from 2.0/1.0 to 5.9/3.8 kg/m3 with an average value of 3.2/2.0 kg/m3 and from 3.9/2.1 to 10.5/6.8 kg/m3 with an average value of 6.5/4.0 kg/m3, respectively. The results confirm that the average values of all models are nearest to actual values.</abstract><cop>Cambridge, UK</cop><pub>Cambridge University Press</pub><doi>10.1017/S0021859618000060</doi><tpages>17</tpages></addata></record> |
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subjects | Agricultural production Barley Biomass Cereal crops Climate change Computer simulation Corn Crop yield Crops Crops and Soils Research Paper Drought Efficiency Evapotranspiration Grain Growing season Hydrology Mathematical models Precipitation Rain Sorghum Spring Transpiration Water shortages Water use Water use efficiency Wheat |
title | Estimating the water use efficiency of spring barley using crop models |
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