UNRAVELLING CROP WATER PRODUCTIVITY OF TEF (ERAGROSTIS TEF (ZUCC.) TROTTER) THROUGH AQUACROP IN NORTHERN ETHIOPIA
At various locations in North Ethiopia (Tigray), field experiments were conducted from 2006 to 2009 to assess the crop response to water stress of tef (Eragrostis tef (Zucc.) Trotter) under rainfed, fully irrigated and deficit irrigation conditions. Observed soil water content (SWC), canopy cover (C...
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creator | TSEGAY, ALEMTSEHAY RAES, DIRK GEERTS, SAM VANUYTRECHT, ELINE ABRAHA, BERHANU DECKERS, JOZEF BAUER, HANS GEBREHIWOT, KINDEYA |
description | At various locations in North Ethiopia (Tigray), field experiments were conducted from 2006 to 2009 to assess the crop response to water stress of tef (Eragrostis tef (Zucc.) Trotter) under rainfed, fully irrigated and deficit irrigation conditions. Observed soil water content (SWC), canopy cover (CC), biomass production (B) and final grain yield (Y) were used to calibrate and validate AquaCrop for tef. Data from an experiment in a controlled environment in 2008 were also considered in the calibration process. Simulations of SWC, CC, B and Y were evaluated by determining the index of agreement, the root mean square error, the coefficient of determination and the Nash–Sutcliffe efficiency. The statistical parameters showed an adequate fit between observations and simulations. The model was able to simulate for tef growing under rainfed condition the observed fast drop in SWC and CC when the rains ceased. The overall goodness of fit between the observed and simulated CC and SWC indicated that the thresholds for root zone depletion at which water stress (i) affects canopy development, (ii) induces stomata closure and (iii) triggers early canopy senescence were well selected. The normalised biomass water productivity (WP*) for tef was 14 g m−2 for the local variety and 21 g m−2 for the improved variety, which is a lot smaller than the WP* expected for C4 plants (30–35 g m−2). The results revealed an increase of 27% in reference harvest index (HIo) of tef in response to mild water stress during the yield formation of up to 33%. However, severe water stress causing stomata closure had a negative effect on HIo. Once it is properly calibrated, AquaCrop can provide room to improve the water productivity of tef by developing guidelines for good agricultural management strategies. |
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TROTTER) THROUGH AQUACROP IN NORTHERN ETHIOPIA</title><source>Cambridge University Press Journals Complete</source><creator>TSEGAY, ALEMTSEHAY ; RAES, DIRK ; GEERTS, SAM ; VANUYTRECHT, ELINE ; ABRAHA, BERHANU ; DECKERS, JOZEF ; BAUER, HANS ; GEBREHIWOT, KINDEYA</creator><creatorcontrib>TSEGAY, ALEMTSEHAY ; RAES, DIRK ; GEERTS, SAM ; VANUYTRECHT, ELINE ; ABRAHA, BERHANU ; DECKERS, JOZEF ; BAUER, HANS ; GEBREHIWOT, KINDEYA</creatorcontrib><description>At various locations in North Ethiopia (Tigray), field experiments were conducted from 2006 to 2009 to assess the crop response to water stress of tef (Eragrostis tef (Zucc.) Trotter) under rainfed, fully irrigated and deficit irrigation conditions. Observed soil water content (SWC), canopy cover (CC), biomass production (B) and final grain yield (Y) were used to calibrate and validate AquaCrop for tef. Data from an experiment in a controlled environment in 2008 were also considered in the calibration process. Simulations of SWC, CC, B and Y were evaluated by determining the index of agreement, the root mean square error, the coefficient of determination and the Nash–Sutcliffe efficiency. The statistical parameters showed an adequate fit between observations and simulations. The model was able to simulate for tef growing under rainfed condition the observed fast drop in SWC and CC when the rains ceased. The overall goodness of fit between the observed and simulated CC and SWC indicated that the thresholds for root zone depletion at which water stress (i) affects canopy development, (ii) induces stomata closure and (iii) triggers early canopy senescence were well selected. The normalised biomass water productivity (WP*) for tef was 14 g m−2 for the local variety and 21 g m−2 for the improved variety, which is a lot smaller than the WP* expected for C4 plants (30–35 g m−2). The results revealed an increase of 27% in reference harvest index (HIo) of tef in response to mild water stress during the yield formation of up to 33%. However, severe water stress causing stomata closure had a negative effect on HIo. Once it is properly calibrated, AquaCrop can provide room to improve the water productivity of tef by developing guidelines for good agricultural management strategies.</description><identifier>ISSN: 0014-4797</identifier><identifier>ISSN: 1469-4441</identifier><identifier>EISSN: 1469-4441</identifier><identifier>DOI: 10.1017/S0014479711001153</identifier><identifier>CODEN: EXAGAL</identifier><language>eng</language><publisher>Cambridge, UK: Cambridge University Press</publisher><subject>Abiotic stress ; adverse effects ; Agricultural management ; Agronomy ; Biomass ; biomass production ; C4 plants ; Canopies ; canopy ; cultivars ; deficit irrigation ; Drought ; Eragrostis tef ; field experimentation ; Field tests ; grain yield ; guidelines ; harvest index ; Irrigation ; irrigation rates ; Irrigation water ; Moisture content ; Rain ; rhizosphere ; Root zone ; Soil water ; soil water content ; Stomata ; Water content ; Water stress</subject><ispartof>Experimental agriculture, 2012-04, Vol.48 (2), p.222-237</ispartof><rights>Copyright © Cambridge University Press 2011</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c373t-752eef8b53dd9c8816d54b6eff0aba930b1b847b11135b7703b2b3d2b1f1dc5d3</citedby><cites>FETCH-LOGICAL-c373t-752eef8b53dd9c8816d54b6eff0aba930b1b847b11135b7703b2b3d2b1f1dc5d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.cambridge.org/core/product/identifier/S0014479711001153/type/journal_article$$EHTML$$P50$$Gcambridge$$H</linktohtml><link.rule.ids>164,314,776,780,27903,27904,55606</link.rule.ids></links><search><creatorcontrib>TSEGAY, ALEMTSEHAY</creatorcontrib><creatorcontrib>RAES, DIRK</creatorcontrib><creatorcontrib>GEERTS, SAM</creatorcontrib><creatorcontrib>VANUYTRECHT, ELINE</creatorcontrib><creatorcontrib>ABRAHA, BERHANU</creatorcontrib><creatorcontrib>DECKERS, JOZEF</creatorcontrib><creatorcontrib>BAUER, HANS</creatorcontrib><creatorcontrib>GEBREHIWOT, KINDEYA</creatorcontrib><title>UNRAVELLING CROP WATER PRODUCTIVITY OF TEF (ERAGROSTIS TEF (ZUCC.) TROTTER) THROUGH AQUACROP IN NORTHERN ETHIOPIA</title><title>Experimental agriculture</title><description>At various locations in North Ethiopia (Tigray), field experiments were conducted from 2006 to 2009 to assess the crop response to water stress of tef (Eragrostis tef (Zucc.) Trotter) under rainfed, fully irrigated and deficit irrigation conditions. Observed soil water content (SWC), canopy cover (CC), biomass production (B) and final grain yield (Y) were used to calibrate and validate AquaCrop for tef. Data from an experiment in a controlled environment in 2008 were also considered in the calibration process. Simulations of SWC, CC, B and Y were evaluated by determining the index of agreement, the root mean square error, the coefficient of determination and the Nash–Sutcliffe efficiency. The statistical parameters showed an adequate fit between observations and simulations. The model was able to simulate for tef growing under rainfed condition the observed fast drop in SWC and CC when the rains ceased. The overall goodness of fit between the observed and simulated CC and SWC indicated that the thresholds for root zone depletion at which water stress (i) affects canopy development, (ii) induces stomata closure and (iii) triggers early canopy senescence were well selected. The normalised biomass water productivity (WP*) for tef was 14 g m−2 for the local variety and 21 g m−2 for the improved variety, which is a lot smaller than the WP* expected for C4 plants (30–35 g m−2). The results revealed an increase of 27% in reference harvest index (HIo) of tef in response to mild water stress during the yield formation of up to 33%. However, severe water stress causing stomata closure had a negative effect on HIo. Once it is properly calibrated, AquaCrop can provide room to improve the water productivity of tef by developing guidelines for good agricultural management strategies.</description><subject>Abiotic stress</subject><subject>adverse effects</subject><subject>Agricultural management</subject><subject>Agronomy</subject><subject>Biomass</subject><subject>biomass production</subject><subject>C4 plants</subject><subject>Canopies</subject><subject>canopy</subject><subject>cultivars</subject><subject>deficit irrigation</subject><subject>Drought</subject><subject>Eragrostis tef</subject><subject>field experimentation</subject><subject>Field tests</subject><subject>grain yield</subject><subject>guidelines</subject><subject>harvest index</subject><subject>Irrigation</subject><subject>irrigation rates</subject><subject>Irrigation water</subject><subject>Moisture content</subject><subject>Rain</subject><subject>rhizosphere</subject><subject>Root zone</subject><subject>Soil water</subject><subject>soil water content</subject><subject>Stomata</subject><subject>Water content</subject><subject>Water stress</subject><issn>0014-4797</issn><issn>1469-4441</issn><issn>1469-4441</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</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>eNp1kU9r2zAYxsXYYFm7D7DTxE7dwa1eS7bso_Gc2BCsVJE7touwbLmkJHVrNYd9-8lNYdDRy_uH5_c8ErwIfQFyCQT41ZYQYIynHMBPENF3aAEsTgPGGLxHi1kOZv0j-uTcnV8pSegCPTa1zG6K9bqqVziXYoN_ZqqQeCPFjyZX1U2lfmGxxKpY4otCZisptqranvbfTZ5ffsdKCuU9fiilaFYlzq6b7DmrqnEtpCoLWeNClZXYVNk5-jC0e2c_v_Qz1CwLlZfBWqyqPFsHHeX0KeBRaO2QmIj2fdolCcR9xExsh4G0pk0pMWASxg0A0MhwTqgJDe1DAwP0XdTTM3Rxyn2YxsejdU_6sHOd3e_bezsenQaWhnHoC3j02yv0bjxO9_532jNRnMR0huAEddPo3GQH_TDtDu30RwPR8w30fzfwnq8nz9COur2ddk4325BA7PWEx-FM0JfU9mCmXX9r_739du5fv0SHLQ</recordid><startdate>20120401</startdate><enddate>20120401</enddate><creator>TSEGAY, ALEMTSEHAY</creator><creator>RAES, DIRK</creator><creator>GEERTS, SAM</creator><creator>VANUYTRECHT, ELINE</creator><creator>ABRAHA, BERHANU</creator><creator>DECKERS, JOZEF</creator><creator>BAUER, HANS</creator><creator>GEBREHIWOT, KINDEYA</creator><general>Cambridge University Press</general><scope>FBQ</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7ST</scope><scope>7X2</scope><scope>7XB</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FK</scope><scope>8G5</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M0K</scope><scope>M2O</scope><scope>M7S</scope><scope>MBDVC</scope><scope>PATMY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>Q9U</scope><scope>SOI</scope><scope>7QH</scope><scope>7U6</scope><scope>7UA</scope><scope>F1W</scope><scope>H96</scope><scope>L.G</scope></search><sort><creationdate>20120401</creationdate><title>UNRAVELLING CROP WATER PRODUCTIVITY OF TEF (ERAGROSTIS TEF (ZUCC.) TROTTER) THROUGH AQUACROP IN NORTHERN ETHIOPIA</title><author>TSEGAY, ALEMTSEHAY ; RAES, DIRK ; GEERTS, SAM ; VANUYTRECHT, ELINE ; ABRAHA, BERHANU ; DECKERS, JOZEF ; BAUER, HANS ; GEBREHIWOT, KINDEYA</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c373t-752eef8b53dd9c8816d54b6eff0aba930b1b847b11135b7703b2b3d2b1f1dc5d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Abiotic stress</topic><topic>adverse effects</topic><topic>Agricultural management</topic><topic>Agronomy</topic><topic>Biomass</topic><topic>biomass production</topic><topic>C4 plants</topic><topic>Canopies</topic><topic>canopy</topic><topic>cultivars</topic><topic>deficit irrigation</topic><topic>Drought</topic><topic>Eragrostis tef</topic><topic>field experimentation</topic><topic>Field tests</topic><topic>grain yield</topic><topic>guidelines</topic><topic>harvest index</topic><topic>Irrigation</topic><topic>irrigation rates</topic><topic>Irrigation water</topic><topic>Moisture content</topic><topic>Rain</topic><topic>rhizosphere</topic><topic>Root zone</topic><topic>Soil water</topic><topic>soil water content</topic><topic>Stomata</topic><topic>Water content</topic><topic>Water stress</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>TSEGAY, ALEMTSEHAY</creatorcontrib><creatorcontrib>RAES, DIRK</creatorcontrib><creatorcontrib>GEERTS, SAM</creatorcontrib><creatorcontrib>VANUYTRECHT, ELINE</creatorcontrib><creatorcontrib>ABRAHA, BERHANU</creatorcontrib><creatorcontrib>DECKERS, JOZEF</creatorcontrib><creatorcontrib>BAUER, HANS</creatorcontrib><creatorcontrib>GEBREHIWOT, KINDEYA</creatorcontrib><collection>AGRIS</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Environment Abstracts</collection><collection>Agricultural Science Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection (ProQuest)</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Agricultural Science Database</collection><collection>Research Library</collection><collection>Engineering Database</collection><collection>Research Library (Corporate)</collection><collection>Environmental Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Engineering Collection</collection><collection>Environmental Science Collection</collection><collection>ProQuest Central Basic</collection><collection>Environment Abstracts</collection><collection>Aqualine</collection><collection>Sustainability Science Abstracts</collection><collection>Water Resources Abstracts</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) Professional</collection><jtitle>Experimental agriculture</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>TSEGAY, ALEMTSEHAY</au><au>RAES, DIRK</au><au>GEERTS, SAM</au><au>VANUYTRECHT, ELINE</au><au>ABRAHA, BERHANU</au><au>DECKERS, JOZEF</au><au>BAUER, HANS</au><au>GEBREHIWOT, KINDEYA</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>UNRAVELLING CROP WATER PRODUCTIVITY OF TEF (ERAGROSTIS TEF (ZUCC.) TROTTER) THROUGH AQUACROP IN NORTHERN ETHIOPIA</atitle><jtitle>Experimental agriculture</jtitle><date>2012-04-01</date><risdate>2012</risdate><volume>48</volume><issue>2</issue><spage>222</spage><epage>237</epage><pages>222-237</pages><issn>0014-4797</issn><issn>1469-4441</issn><eissn>1469-4441</eissn><coden>EXAGAL</coden><abstract>At various locations in North Ethiopia (Tigray), field experiments were conducted from 2006 to 2009 to assess the crop response to water stress of tef (Eragrostis tef (Zucc.) Trotter) under rainfed, fully irrigated and deficit irrigation conditions. Observed soil water content (SWC), canopy cover (CC), biomass production (B) and final grain yield (Y) were used to calibrate and validate AquaCrop for tef. Data from an experiment in a controlled environment in 2008 were also considered in the calibration process. Simulations of SWC, CC, B and Y were evaluated by determining the index of agreement, the root mean square error, the coefficient of determination and the Nash–Sutcliffe efficiency. The statistical parameters showed an adequate fit between observations and simulations. The model was able to simulate for tef growing under rainfed condition the observed fast drop in SWC and CC when the rains ceased. The overall goodness of fit between the observed and simulated CC and SWC indicated that the thresholds for root zone depletion at which water stress (i) affects canopy development, (ii) induces stomata closure and (iii) triggers early canopy senescence were well selected. The normalised biomass water productivity (WP*) for tef was 14 g m−2 for the local variety and 21 g m−2 for the improved variety, which is a lot smaller than the WP* expected for C4 plants (30–35 g m−2). The results revealed an increase of 27% in reference harvest index (HIo) of tef in response to mild water stress during the yield formation of up to 33%. However, severe water stress causing stomata closure had a negative effect on HIo. Once it is properly calibrated, AquaCrop can provide room to improve the water productivity of tef by developing guidelines for good agricultural management strategies.</abstract><cop>Cambridge, UK</cop><pub>Cambridge University Press</pub><doi>10.1017/S0014479711001153</doi><tpages>16</tpages></addata></record> |
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subjects | Abiotic stress adverse effects Agricultural management Agronomy Biomass biomass production C4 plants Canopies canopy cultivars deficit irrigation Drought Eragrostis tef field experimentation Field tests grain yield guidelines harvest index Irrigation irrigation rates Irrigation water Moisture content Rain rhizosphere Root zone Soil water soil water content Stomata Water content Water stress |
title | UNRAVELLING CROP WATER PRODUCTIVITY OF TEF (ERAGROSTIS TEF (ZUCC.) TROTTER) THROUGH AQUACROP IN NORTHERN ETHIOPIA |
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