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Effects of tillage and application rate on atrazine transport to subsurface drainage: Evaluation of RZWQM using a six-year field study
•RZWQM assessed for atrazine transport in subsurface drainage.•RZWQM adequately predicted atrazine concentrations in drainage.•Six years of data show atrazine concentrations greater under no-till than till.•Atrazine in drainage sensitive to macropore flow and storm timing/intensity.•Atrazine in drai...
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Published in: | Agricultural water management 2014-01, Vol.132 (31), p.10-22 |
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description | •RZWQM assessed for atrazine transport in subsurface drainage.•RZWQM adequately predicted atrazine concentrations in drainage.•Six years of data show atrazine concentrations greater under no-till than till.•Atrazine in drainage sensitive to macropore flow and storm timing/intensity.•Atrazine in drainage also sensitive to its application rate and tillage.
Well tested agricultural system models can improve our understanding of the water quality effects of management practices under different conditions. The Root Zone Water Quality Model (RZWQM) has been tested under a variety of conditions. However, the current model's ability to simulate pesticide transport to subsurface drain flow over a long term period under different tillage systems and application rates is not clear. Therefore, we calibrated and tested RZWQM using six years of data from Nashua, Iowa. In this experiment, atrazine was spring applied at 2.8 (1990–1992) and 0.6kg/ha/yr (1993–1995) to two 0.4ha plots with different tillage (till and no-till). The observed and simulated average annual flow weighted atrazine concentrations (FWAC) in subsurface drain flow from the no-till plot were 3.7 and 3.2μg/L, respectively for the period with high atrazine application rates, and 0.8 and 0.9μg/L, respectively for the period with low application rates. The 1990–1992 observed average annual FWAC difference between the no-till and tilled plot was 2.4μg/L while the simulated difference was 2.1μg/L. These observed and simulated differences for 1993–1995 were 0.1 and 0.1μg/L, respectively. The Nash–Sutcliffe model performance statistic (EF) for cumulative atrazine flux to subsurface drain flow was 0.93 for the no-till plot testing years (1993–1995), which is comparable to other recent model tests. The value of EF is 1.0 when simulated data perfectly match observed data. The order of selected parameter sensitivity for RZWQM simulated FWAC was atrazine partition coefficient>number of macropores>atrazine half life in soil>soil hydraulic conductivity. Simulations from 1990 to 1995 with four different atrazine application rates applied at a constant rate throughout the simulation period showed concentrations in drain flow for the no-till plot to be twice those of the tilled plot. The differences were more pronounced in the early simulation period (1990–1992), partly because of the characteristics of macropore flow during large storms. The results suggest that RZWQM is a promising tool to study pesticide transport to |
doi_str_mv | 10.1016/j.agwat.2013.09.009 |
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Well tested agricultural system models can improve our understanding of the water quality effects of management practices under different conditions. The Root Zone Water Quality Model (RZWQM) has been tested under a variety of conditions. However, the current model's ability to simulate pesticide transport to subsurface drain flow over a long term period under different tillage systems and application rates is not clear. Therefore, we calibrated and tested RZWQM using six years of data from Nashua, Iowa. In this experiment, atrazine was spring applied at 2.8 (1990–1992) and 0.6kg/ha/yr (1993–1995) to two 0.4ha plots with different tillage (till and no-till). The observed and simulated average annual flow weighted atrazine concentrations (FWAC) in subsurface drain flow from the no-till plot were 3.7 and 3.2μg/L, respectively for the period with high atrazine application rates, and 0.8 and 0.9μg/L, respectively for the period with low application rates. The 1990–1992 observed average annual FWAC difference between the no-till and tilled plot was 2.4μg/L while the simulated difference was 2.1μg/L. These observed and simulated differences for 1993–1995 were 0.1 and 0.1μg/L, respectively. The Nash–Sutcliffe model performance statistic (EF) for cumulative atrazine flux to subsurface drain flow was 0.93 for the no-till plot testing years (1993–1995), which is comparable to other recent model tests. The value of EF is 1.0 when simulated data perfectly match observed data. The order of selected parameter sensitivity for RZWQM simulated FWAC was atrazine partition coefficient>number of macropores>atrazine half life in soil>soil hydraulic conductivity. Simulations from 1990 to 1995 with four different atrazine application rates applied at a constant rate throughout the simulation period showed concentrations in drain flow for the no-till plot to be twice those of the tilled plot. The differences were more pronounced in the early simulation period (1990–1992), partly because of the characteristics of macropore flow during large storms. The results suggest that RZWQM is a promising tool to study pesticide transport to subsurface drain flow under different tillage systems and application rates over several years, the concentrations of atrazine in drain flow can be higher with no-till than tilled soil over a range of atrazine application rates, and atrazine concentrations in drain flow are sensitive to the macropore flow characteristics under different tillage systems and rainfall timing and intensity.</description><identifier>ISSN: 0378-3774</identifier><identifier>EISSN: 1873-2283</identifier><identifier>DOI: 10.1016/j.agwat.2013.09.009</identifier><identifier>CODEN: AWMADF</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Agricultural and forest climatology and meteorology. Irrigation. Drainage ; Agronomy. Soil science and plant productions ; Artificial subsurface drainage ; Atrazine ; Biological and medical sciences ; Chemical control ; Computer simulation ; Drains ; Fundamental and applied biological sciences. Psychology ; General agronomy. Plant production ; Macroporosity ; Management effects ; Modeling ; Parasitic plants. Weeds ; Pesticide transport ; Pesticides ; Phytopathology. Animal pests. Plant and forest protection ; Preferential flow ; Simulation ; Tillage ; Transport ; Water quality ; Weeds</subject><ispartof>Agricultural water management, 2014-01, Vol.132 (31), p.10-22</ispartof><rights>2013</rights><rights>2015 INIST-CNRS</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c468t-7fa196248f47aa3fa24a602dd59f4a1622e2a69ef69aa7732742dbccd52855fd3</citedby><cites>FETCH-LOGICAL-c468t-7fa196248f47aa3fa24a602dd59f4a1622e2a69ef69aa7732742dbccd52855fd3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0378377413002503$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3547,27923,27924,45779</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=28006902$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Malone, R.W.</creatorcontrib><creatorcontrib>Nolan, B.T.</creatorcontrib><creatorcontrib>Ma, L.</creatorcontrib><creatorcontrib>Kanwar, R.S.</creatorcontrib><creatorcontrib>Pederson, C.</creatorcontrib><creatorcontrib>Heilman, P.</creatorcontrib><title>Effects of tillage and application rate on atrazine transport to subsurface drainage: Evaluation of RZWQM using a six-year field study</title><title>Agricultural water management</title><description>•RZWQM assessed for atrazine transport in subsurface drainage.•RZWQM adequately predicted atrazine concentrations in drainage.•Six years of data show atrazine concentrations greater under no-till than till.•Atrazine in drainage sensitive to macropore flow and storm timing/intensity.•Atrazine in drainage also sensitive to its application rate and tillage.
Well tested agricultural system models can improve our understanding of the water quality effects of management practices under different conditions. The Root Zone Water Quality Model (RZWQM) has been tested under a variety of conditions. However, the current model's ability to simulate pesticide transport to subsurface drain flow over a long term period under different tillage systems and application rates is not clear. Therefore, we calibrated and tested RZWQM using six years of data from Nashua, Iowa. In this experiment, atrazine was spring applied at 2.8 (1990–1992) and 0.6kg/ha/yr (1993–1995) to two 0.4ha plots with different tillage (till and no-till). The observed and simulated average annual flow weighted atrazine concentrations (FWAC) in subsurface drain flow from the no-till plot were 3.7 and 3.2μg/L, respectively for the period with high atrazine application rates, and 0.8 and 0.9μg/L, respectively for the period with low application rates. The 1990–1992 observed average annual FWAC difference between the no-till and tilled plot was 2.4μg/L while the simulated difference was 2.1μg/L. These observed and simulated differences for 1993–1995 were 0.1 and 0.1μg/L, respectively. The Nash–Sutcliffe model performance statistic (EF) for cumulative atrazine flux to subsurface drain flow was 0.93 for the no-till plot testing years (1993–1995), which is comparable to other recent model tests. The value of EF is 1.0 when simulated data perfectly match observed data. The order of selected parameter sensitivity for RZWQM simulated FWAC was atrazine partition coefficient>number of macropores>atrazine half life in soil>soil hydraulic conductivity. Simulations from 1990 to 1995 with four different atrazine application rates applied at a constant rate throughout the simulation period showed concentrations in drain flow for the no-till plot to be twice those of the tilled plot. The differences were more pronounced in the early simulation period (1990–1992), partly because of the characteristics of macropore flow during large storms. The results suggest that RZWQM is a promising tool to study pesticide transport to subsurface drain flow under different tillage systems and application rates over several years, the concentrations of atrazine in drain flow can be higher with no-till than tilled soil over a range of atrazine application rates, and atrazine concentrations in drain flow are sensitive to the macropore flow characteristics under different tillage systems and rainfall timing and intensity.</description><subject>Agricultural and forest climatology and meteorology. Irrigation. Drainage</subject><subject>Agronomy. Soil science and plant productions</subject><subject>Artificial subsurface drainage</subject><subject>Atrazine</subject><subject>Biological and medical sciences</subject><subject>Chemical control</subject><subject>Computer simulation</subject><subject>Drains</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>General agronomy. Plant production</subject><subject>Macroporosity</subject><subject>Management effects</subject><subject>Modeling</subject><subject>Parasitic plants. Weeds</subject><subject>Pesticide transport</subject><subject>Pesticides</subject><subject>Phytopathology. Animal pests. Plant and forest protection</subject><subject>Preferential flow</subject><subject>Simulation</subject><subject>Tillage</subject><subject>Transport</subject><subject>Water quality</subject><subject>Weeds</subject><issn>0378-3774</issn><issn>1873-2283</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNqNkUtv1DAUhSMEEkPhF7DAGyQ2Sa_txI6RWKBqCkhFiEeFxMa69WPkUZoE2ykMP4DfjaepWCJWZ_Odcx-nqp5SaChQcbpvcPcDc8OA8gZUA6DuVRvaS14z1vP71Qa47GsuZfuwepTSHgBaaOWm-r313pmcyORJDsOAO0dwtATneQgGc5hGEjE7UhRzxF9hdKTomOYpZpInkpartESPxhEbMYwl4SXZ3uCwrO4S_Onb14_vyZLCuCNIUvhZHxxG4oMbLEl5sYfH1QOPQ3JP7vSkujzffjl7W198ePPu7PVFbVrR51p6pEqwtvetROQeWYsCmLWd8i1SwZhjKJTzQiFKyZlsmb0yxnas7zpv-Un1Ys2d4_R9cSnr65CMK3ePblqSplICk10v1H-gvFO077ksKF9RE6eUovN6juEa40FT0MeC9F7fFqSPBWlQuhRUXM_vBmAyOPjyVBPSXyvrAYQCVrhnK-dxKjGxMJefS5AAoLJTcJz_aiVced1NcFEnE9xonA2xlKvtFP65yR8mg7IC</recordid><startdate>20140101</startdate><enddate>20140101</enddate><creator>Malone, R.W.</creator><creator>Nolan, B.T.</creator><creator>Ma, L.</creator><creator>Kanwar, R.S.</creator><creator>Pederson, C.</creator><creator>Heilman, P.</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>FBQ</scope><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></search><sort><creationdate>20140101</creationdate><title>Effects of tillage and application rate on atrazine transport to subsurface drainage: Evaluation of RZWQM using a six-year field study</title><author>Malone, R.W. ; Nolan, B.T. ; Ma, L. ; Kanwar, R.S. ; Pederson, C. ; Heilman, P.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c468t-7fa196248f47aa3fa24a602dd59f4a1622e2a69ef69aa7732742dbccd52855fd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Agricultural and forest climatology and meteorology. Irrigation. Drainage</topic><topic>Agronomy. Soil science and plant productions</topic><topic>Artificial subsurface drainage</topic><topic>Atrazine</topic><topic>Biological and medical sciences</topic><topic>Chemical control</topic><topic>Computer simulation</topic><topic>Drains</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>General agronomy. Plant production</topic><topic>Macroporosity</topic><topic>Management effects</topic><topic>Modeling</topic><topic>Parasitic plants. Weeds</topic><topic>Pesticide transport</topic><topic>Pesticides</topic><topic>Phytopathology. Animal pests. Plant and forest protection</topic><topic>Preferential flow</topic><topic>Simulation</topic><topic>Tillage</topic><topic>Transport</topic><topic>Water quality</topic><topic>Weeds</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Malone, R.W.</creatorcontrib><creatorcontrib>Nolan, B.T.</creatorcontrib><creatorcontrib>Ma, L.</creatorcontrib><creatorcontrib>Kanwar, R.S.</creatorcontrib><creatorcontrib>Pederson, C.</creatorcontrib><creatorcontrib>Heilman, P.</creatorcontrib><collection>AGRIS</collection><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>Malone, R.W.</au><au>Nolan, B.T.</au><au>Ma, L.</au><au>Kanwar, R.S.</au><au>Pederson, C.</au><au>Heilman, P.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Effects of tillage and application rate on atrazine transport to subsurface drainage: Evaluation of RZWQM using a six-year field study</atitle><jtitle>Agricultural water management</jtitle><date>2014-01-01</date><risdate>2014</risdate><volume>132</volume><issue>31</issue><spage>10</spage><epage>22</epage><pages>10-22</pages><issn>0378-3774</issn><eissn>1873-2283</eissn><coden>AWMADF</coden><abstract>•RZWQM assessed for atrazine transport in subsurface drainage.•RZWQM adequately predicted atrazine concentrations in drainage.•Six years of data show atrazine concentrations greater under no-till than till.•Atrazine in drainage sensitive to macropore flow and storm timing/intensity.•Atrazine in drainage also sensitive to its application rate and tillage.
Well tested agricultural system models can improve our understanding of the water quality effects of management practices under different conditions. The Root Zone Water Quality Model (RZWQM) has been tested under a variety of conditions. However, the current model's ability to simulate pesticide transport to subsurface drain flow over a long term period under different tillage systems and application rates is not clear. Therefore, we calibrated and tested RZWQM using six years of data from Nashua, Iowa. In this experiment, atrazine was spring applied at 2.8 (1990–1992) and 0.6kg/ha/yr (1993–1995) to two 0.4ha plots with different tillage (till and no-till). The observed and simulated average annual flow weighted atrazine concentrations (FWAC) in subsurface drain flow from the no-till plot were 3.7 and 3.2μg/L, respectively for the period with high atrazine application rates, and 0.8 and 0.9μg/L, respectively for the period with low application rates. The 1990–1992 observed average annual FWAC difference between the no-till and tilled plot was 2.4μg/L while the simulated difference was 2.1μg/L. These observed and simulated differences for 1993–1995 were 0.1 and 0.1μg/L, respectively. The Nash–Sutcliffe model performance statistic (EF) for cumulative atrazine flux to subsurface drain flow was 0.93 for the no-till plot testing years (1993–1995), which is comparable to other recent model tests. The value of EF is 1.0 when simulated data perfectly match observed data. The order of selected parameter sensitivity for RZWQM simulated FWAC was atrazine partition coefficient>number of macropores>atrazine half life in soil>soil hydraulic conductivity. Simulations from 1990 to 1995 with four different atrazine application rates applied at a constant rate throughout the simulation period showed concentrations in drain flow for the no-till plot to be twice those of the tilled plot. The differences were more pronounced in the early simulation period (1990–1992), partly because of the characteristics of macropore flow during large storms. The results suggest that RZWQM is a promising tool to study pesticide transport to subsurface drain flow under different tillage systems and application rates over several years, the concentrations of atrazine in drain flow can be higher with no-till than tilled soil over a range of atrazine application rates, and atrazine concentrations in drain flow are sensitive to the macropore flow characteristics under different tillage systems and rainfall timing and intensity.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.agwat.2013.09.009</doi><tpages>13</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Agricultural and forest climatology and meteorology. Irrigation. Drainage Agronomy. Soil science and plant productions Artificial subsurface drainage Atrazine Biological and medical sciences Chemical control Computer simulation Drains Fundamental and applied biological sciences. Psychology General agronomy. Plant production Macroporosity Management effects Modeling Parasitic plants. Weeds Pesticide transport Pesticides Phytopathology. Animal pests. Plant and forest protection Preferential flow Simulation Tillage Transport Water quality Weeds |
title | Effects of tillage and application rate on atrazine transport to subsurface drainage: Evaluation of RZWQM using a six-year field study |
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