Assessing the impacts of climate change and tillage practices on stream flow, crop and sediment yields from the Mississippi River Basin
•Demonstrate methods to evaluate tillage/climate change impacts.•Up to 4.8°C increase in average maximum temperature due to future climate change.•No changes in crop yields due to climate change and tillage practices.•Reduced tillage prevent high sediment yields observed under conventional tillage....
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Veröffentlicht in: | Agricultural water management 2016-04, Vol.168, p.112-124 |
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creator | Parajuli, P.B. Jayakody, P. Sassenrath, G.F. Ouyang, Y. |
description | •Demonstrate methods to evaluate tillage/climate change impacts.•Up to 4.8°C increase in average maximum temperature due to future climate change.•No changes in crop yields due to climate change and tillage practices.•Reduced tillage prevent high sediment yields observed under conventional tillage.
This study evaluated climate change impacts on stream flow, crop and sediment yields from three different tillage systems (conventional, reduced 1–close to conservation, and reduced 2–close to no-till), in the Big Sunflower River Watershed (BSRW) in Mississippi. The Soil and Water Assessment Tool (SWAT) model was applied to the BSRW using observed stream flow and crop yields data. The model was calibrated and validated successfully using monthly stream flow data (2001–2011).
The model performances showed the regression coefficient (R2) from 0.72 to 0.82 and Nash–Sutcliffe efficiency index (NSE) from 0.70 to 0.81 for streamflow; R2 from 0.40 to 0.50 and NSE from 0.72 to 0.86 for corn yields; and R2 from 0.43 to 0.59 and NSE from 0.48 to 0.57 for soybeans yields. The Long Ashton Research Station Weather Generator (LARS-WG), was used to generate future climate scenarios. The SRES (Special Report on Emissions Scenarios) A1B, A2, and B1 climate change scenarios of the Intergovernmental Panel on Climate Change (IPCC) were simulated for the mid (2046–2065) and late (2080–2099) century. Model outputs showed slight differences among tillage practices for corn and soybean yields. However, model simulated sediment yield results indicated a large difference among the tillage practices from the corn and soybean crop fields. The simulated future average maximum temperature showed as high as 4.8°C increase in the BSRW. Monthly precipitation patterns will remain un-changed based on simulated future climate scenarios except for an increase in the frequency of extreme rainfall events occurring in the watershed. On average, the effect of climate change and tillage practice together did not show notable changes to the future crop yields. The reduced tillage 2 practices showed the highest responses of erosion control to climate change followed by the reduced tillage 1 and conventional tillage in this study. |
doi_str_mv | 10.1016/j.agwat.2016.02.005 |
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This study evaluated climate change impacts on stream flow, crop and sediment yields from three different tillage systems (conventional, reduced 1–close to conservation, and reduced 2–close to no-till), in the Big Sunflower River Watershed (BSRW) in Mississippi. The Soil and Water Assessment Tool (SWAT) model was applied to the BSRW using observed stream flow and crop yields data. The model was calibrated and validated successfully using monthly stream flow data (2001–2011).
The model performances showed the regression coefficient (R2) from 0.72 to 0.82 and Nash–Sutcliffe efficiency index (NSE) from 0.70 to 0.81 for streamflow; R2 from 0.40 to 0.50 and NSE from 0.72 to 0.86 for corn yields; and R2 from 0.43 to 0.59 and NSE from 0.48 to 0.57 for soybeans yields. The Long Ashton Research Station Weather Generator (LARS-WG), was used to generate future climate scenarios. The SRES (Special Report on Emissions Scenarios) A1B, A2, and B1 climate change scenarios of the Intergovernmental Panel on Climate Change (IPCC) were simulated for the mid (2046–2065) and late (2080–2099) century. Model outputs showed slight differences among tillage practices for corn and soybean yields. However, model simulated sediment yield results indicated a large difference among the tillage practices from the corn and soybean crop fields. The simulated future average maximum temperature showed as high as 4.8°C increase in the BSRW. Monthly precipitation patterns will remain un-changed based on simulated future climate scenarios except for an increase in the frequency of extreme rainfall events occurring in the watershed. On average, the effect of climate change and tillage practice together did not show notable changes to the future crop yields. The reduced tillage 2 practices showed the highest responses of erosion control to climate change followed by the reduced tillage 1 and conventional tillage in this study.</description><identifier>ISSN: 0378-3774</identifier><identifier>EISSN: 1873-2283</identifier><identifier>DOI: 10.1016/j.agwat.2016.02.005</identifier><language>eng</language><publisher>Elsevier B.V</publisher><subject>Climate change ; Crop yield ; Freshwater ; Helianthus ; Modeling ; Stream flow ; Tillage practices</subject><ispartof>Agricultural water management, 2016-04, Vol.168, p.112-124</ispartof><rights>2016 Elsevier B.V.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c381t-dde92e79c7f7c452b0d1e2dbd250781a45ccc20f3fc93436de8fe87db0c755c63</citedby><cites>FETCH-LOGICAL-c381t-dde92e79c7f7c452b0d1e2dbd250781a45ccc20f3fc93436de8fe87db0c755c63</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.agwat.2016.02.005$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>Parajuli, P.B.</creatorcontrib><creatorcontrib>Jayakody, P.</creatorcontrib><creatorcontrib>Sassenrath, G.F.</creatorcontrib><creatorcontrib>Ouyang, Y.</creatorcontrib><title>Assessing the impacts of climate change and tillage practices on stream flow, crop and sediment yields from the Mississippi River Basin</title><title>Agricultural water management</title><description>•Demonstrate methods to evaluate tillage/climate change impacts.•Up to 4.8°C increase in average maximum temperature due to future climate change.•No changes in crop yields due to climate change and tillage practices.•Reduced tillage prevent high sediment yields observed under conventional tillage.
This study evaluated climate change impacts on stream flow, crop and sediment yields from three different tillage systems (conventional, reduced 1–close to conservation, and reduced 2–close to no-till), in the Big Sunflower River Watershed (BSRW) in Mississippi. The Soil and Water Assessment Tool (SWAT) model was applied to the BSRW using observed stream flow and crop yields data. The model was calibrated and validated successfully using monthly stream flow data (2001–2011).
The model performances showed the regression coefficient (R2) from 0.72 to 0.82 and Nash–Sutcliffe efficiency index (NSE) from 0.70 to 0.81 for streamflow; R2 from 0.40 to 0.50 and NSE from 0.72 to 0.86 for corn yields; and R2 from 0.43 to 0.59 and NSE from 0.48 to 0.57 for soybeans yields. The Long Ashton Research Station Weather Generator (LARS-WG), was used to generate future climate scenarios. The SRES (Special Report on Emissions Scenarios) A1B, A2, and B1 climate change scenarios of the Intergovernmental Panel on Climate Change (IPCC) were simulated for the mid (2046–2065) and late (2080–2099) century. Model outputs showed slight differences among tillage practices for corn and soybean yields. However, model simulated sediment yield results indicated a large difference among the tillage practices from the corn and soybean crop fields. The simulated future average maximum temperature showed as high as 4.8°C increase in the BSRW. Monthly precipitation patterns will remain un-changed based on simulated future climate scenarios except for an increase in the frequency of extreme rainfall events occurring in the watershed. On average, the effect of climate change and tillage practice together did not show notable changes to the future crop yields. The reduced tillage 2 practices showed the highest responses of erosion control to climate change followed by the reduced tillage 1 and conventional tillage in this study.</description><subject>Climate change</subject><subject>Crop yield</subject><subject>Freshwater</subject><subject>Helianthus</subject><subject>Modeling</subject><subject>Stream flow</subject><subject>Tillage practices</subject><issn>0378-3774</issn><issn>1873-2283</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNp9kM1OHDEQhC2USGxIniAXH3NgBv_MrGcPORCUBCQQEoKz5W23F6_mD7cB8QR5bby7OSNZardU1aX6GPsuRS2FXJ5ta7d5dblWZamFqoVoj9hCdkZXSnX6E1sIbbpKG9Mcsy9EWyFEIxqzYP_OiZAojhueH5HHYXaQiU-BQx8Hl5HDoxs3yN3oeY5978p_TkUUAYtu5JQTuoGHfno95ZCmeS8l9HHAMfO3iL0nHtI07BNuYkkrb54jv4svmPgvV-K_ss_B9YTf_s8T9vDn9_3FZXV9-_fq4vy6At3JXHmPK4VmBSYYaFq1Fl6i8muvWmE66ZoWAJQIOsBKN3rpsQvYGb8WYNoWlvqE_TjcndP09IyU7RAJsPQacXomK43RnWpWeifVB2kpRZQw2DkVJOnNSmF32O3W7rHbHXYrlC3Yi-vnwYWlxUvEZAkijlB4JIRs_RQ_9L8DGQ6PYQ</recordid><startdate>201604</startdate><enddate>201604</enddate><creator>Parajuli, P.B.</creator><creator>Jayakody, P.</creator><creator>Sassenrath, G.F.</creator><creator>Ouyang, Y.</creator><general>Elsevier B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7SN</scope><scope>7ST</scope><scope>7TG</scope><scope>7U6</scope><scope>7UA</scope><scope>C1K</scope><scope>F1W</scope><scope>H96</scope><scope>H97</scope><scope>KL.</scope><scope>L.G</scope><scope>SOI</scope></search><sort><creationdate>201604</creationdate><title>Assessing the impacts of climate change and tillage practices on stream flow, crop and sediment yields from the Mississippi River Basin</title><author>Parajuli, P.B. ; Jayakody, P. ; Sassenrath, G.F. ; Ouyang, Y.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c381t-dde92e79c7f7c452b0d1e2dbd250781a45ccc20f3fc93436de8fe87db0c755c63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Climate change</topic><topic>Crop yield</topic><topic>Freshwater</topic><topic>Helianthus</topic><topic>Modeling</topic><topic>Stream flow</topic><topic>Tillage practices</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Parajuli, P.B.</creatorcontrib><creatorcontrib>Jayakody, P.</creatorcontrib><creatorcontrib>Sassenrath, G.F.</creatorcontrib><creatorcontrib>Ouyang, Y.</creatorcontrib><collection>CrossRef</collection><collection>Aqualine</collection><collection>Ecology Abstracts</collection><collection>Environment Abstracts</collection><collection>Meteorological & Geoastrophysical 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>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Environment Abstracts</collection><jtitle>Agricultural water management</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Parajuli, P.B.</au><au>Jayakody, P.</au><au>Sassenrath, G.F.</au><au>Ouyang, Y.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Assessing the impacts of climate change and tillage practices on stream flow, crop and sediment yields from the Mississippi River Basin</atitle><jtitle>Agricultural water management</jtitle><date>2016-04</date><risdate>2016</risdate><volume>168</volume><spage>112</spage><epage>124</epage><pages>112-124</pages><issn>0378-3774</issn><eissn>1873-2283</eissn><abstract>•Demonstrate methods to evaluate tillage/climate change impacts.•Up to 4.8°C increase in average maximum temperature due to future climate change.•No changes in crop yields due to climate change and tillage practices.•Reduced tillage prevent high sediment yields observed under conventional tillage.
This study evaluated climate change impacts on stream flow, crop and sediment yields from three different tillage systems (conventional, reduced 1–close to conservation, and reduced 2–close to no-till), in the Big Sunflower River Watershed (BSRW) in Mississippi. The Soil and Water Assessment Tool (SWAT) model was applied to the BSRW using observed stream flow and crop yields data. The model was calibrated and validated successfully using monthly stream flow data (2001–2011).
The model performances showed the regression coefficient (R2) from 0.72 to 0.82 and Nash–Sutcliffe efficiency index (NSE) from 0.70 to 0.81 for streamflow; R2 from 0.40 to 0.50 and NSE from 0.72 to 0.86 for corn yields; and R2 from 0.43 to 0.59 and NSE from 0.48 to 0.57 for soybeans yields. The Long Ashton Research Station Weather Generator (LARS-WG), was used to generate future climate scenarios. The SRES (Special Report on Emissions Scenarios) A1B, A2, and B1 climate change scenarios of the Intergovernmental Panel on Climate Change (IPCC) were simulated for the mid (2046–2065) and late (2080–2099) century. Model outputs showed slight differences among tillage practices for corn and soybean yields. However, model simulated sediment yield results indicated a large difference among the tillage practices from the corn and soybean crop fields. The simulated future average maximum temperature showed as high as 4.8°C increase in the BSRW. Monthly precipitation patterns will remain un-changed based on simulated future climate scenarios except for an increase in the frequency of extreme rainfall events occurring in the watershed. On average, the effect of climate change and tillage practice together did not show notable changes to the future crop yields. The reduced tillage 2 practices showed the highest responses of erosion control to climate change followed by the reduced tillage 1 and conventional tillage in this study.</abstract><pub>Elsevier B.V</pub><doi>10.1016/j.agwat.2016.02.005</doi><tpages>13</tpages><oa>free_for_read</oa></addata></record> |
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title | Assessing the impacts of climate change and tillage practices on stream flow, crop and sediment yields from the Mississippi River Basin |
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