Assessment of climate change impact on Eastern Washington agriculture
An assessment of the potential impact of climate change and the concurrent increase of atmospheric CO₂ concentration on eastern Washington State agriculture was conducted. Climate projections from four selected general circulation models (GCM) were chosen, and the assessment included the crops with...
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Published in | Climatic change Vol. 102; no. 1-2; pp. 77 - 102 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Dordrecht
Dordrecht : Springer Netherlands
01.09.2010
Springer Netherlands Springer Nature B.V |
Subjects | |
Online Access | Get full text |
ISSN | 0165-0009 1573-1480 |
DOI | 10.1007/s10584-010-9851-4 |
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Abstract | An assessment of the potential impact of climate change and the concurrent increase of atmospheric CO₂ concentration on eastern Washington State agriculture was conducted. Climate projections from four selected general circulation models (GCM) were chosen, and the assessment included the crops with larger economic value for the state (apples, potatoes, and wheat). To evaluate crop performance, a cropping system simulation model (CropSyst) was utilized using historical and future climate sequences. Crops were assumed to receive adequate water (irrigated crops), nutrients, and control of weeds, pests and diseases. Results project that the impact of climate change on eastern Washington agriculture will be generally mild in the short term (i.e., next two decades), but increasingly detrimental with time (potential yield losses reaching 25% for some crops by the end of the century). However, CO₂ elevation is expected to provide significant mitigation, and in fact result in yield gains for some crops. The combination of increased CO₂ and adaptive management may result in yield benefits for all crops. One limitation of the study is that water supply was assumed sufficient for irrigated crops, but other studies suggest that it may decrease in many locations due to climate change. |
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AbstractList | An assessment of the potential impact of climate change and the concurrent increase of atmospheric CO sub(2) concentration on eastern Washington State agriculture was conducted. Climate projections from four selected general circulation models (GCM) were chosen, and the assessment included the crops with larger economic value for the state (apples, potatoes, and wheat). To evaluate crop performance, a cropping system simulation model (CropSyst) was utilized using historical and future climate sequences. Crops were assumed to receive adequate water (irrigated crops), nutrients, and control of weeds, pests and diseases. Results project that the impact of climate change on eastern Washington agriculture will be generally mild in the short term (i.e., next two decades), but increasingly detrimental with time (potential yield losses reaching 25% for some crops by the end of the century). However, CO sub(2) elevation is expected to provide significant mitigation, and in fact result in yield gains for some crops. The combination of increased CO sub(2) and adaptive management may result in yield benefits for all crops. One limitation of the study is that water supply was assumed sufficient for irrigated crops, but other studies suggest that it may decrease in many locations due to climate change. An assessment of the potential impact of climate change and the concurrent increase of atmospheric CO^sub 2^ concentration on eastern Washington State agriculture was conducted. Climate projections from four selected general circulation models (GCM) were chosen, and the assessment included the crops with larger economic value for the state (apples, potatoes, and wheat). To evaluate crop performance, a cropping system simulation model (CropSyst) was utilized using historical and future climate sequences. Crops were assumed to receive adequate water (irrigated crops), nutrients, and control of weeds, pests and diseases. Results project that the impact of climate change on eastern Washington agriculture will be generally mild in the short term (i.e., next two decades), but increasingly detrimental with time (potential yield losses reaching 25% for some crops by the end of the century). However, CO^sub 2^ elevation is expected to provide significant mitigation, and in fact result in yield gains for some crops. The combination of increased CO^sub 2^ and adaptive management may result in yield benefits for all crops. One limitation of the study is that water supply was assumed sufficient for irrigated crops, but other studies suggest that it may decrease in many locations due to climate change. [PUBLICATION ABSTRACT] An assessment of the potential impact of climate change and the concurrent increase of atmospheric CO₂ concentration on eastern Washington State agriculture was conducted. Climate projections from four selected general circulation models (GCM) were chosen, and the assessment included the crops with larger economic value for the state (apples, potatoes, and wheat). To evaluate crop performance, a cropping system simulation model (CropSyst) was utilized using historical and future climate sequences. Crops were assumed to receive adequate water (irrigated crops), nutrients, and control of weeds, pests and diseases. Results project that the impact of climate change on eastern Washington agriculture will be generally mild in the short term (i.e., next two decades), but increasingly detrimental with time (potential yield losses reaching 25% for some crops by the end of the century). However, CO₂ elevation is expected to provide significant mitigation, and in fact result in yield gains for some crops. The combination of increased CO₂ and adaptive management may result in yield benefits for all crops. One limitation of the study is that water supply was assumed sufficient for irrigated crops, but other studies suggest that it may decrease in many locations due to climate change. An assessment of the potential impact of climate change and the concurrent increase of atmospheric CO 2 concentration on eastern Washington State agriculture was conducted. Climate projections from four selected general circulation models (GCM) were chosen, and the assessment included the crops with larger economic value for the state (apples, potatoes, and wheat). To evaluate crop performance, a cropping system simulation model (CropSyst) was utilized using historical and future climate sequences. Crops were assumed to receive adequate water (irrigated crops), nutrients, and control of weeds, pests and diseases. Results project that the impact of climate change on eastern Washington agriculture will be generally mild in the short term (i.e., next two decades), but increasingly detrimental with time (potential yield losses reaching 25% for some crops by the end of the century). However, CO 2 elevation is expected to provide significant mitigation, and in fact result in yield gains for some crops. The combination of increased CO 2 and adaptive management may result in yield benefits for all crops. One limitation of the study is that water supply was assumed sufficient for irrigated crops, but other studies suggest that it may decrease in many locations due to climate change. |
Author | Higgins, Stewart Grove, Gary Nelson, Roger L Boydston, Rick Kruger, Chad Stöckle, Claudio O Brunner, Jay Whiting, Mathew |
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Copyright | Springer Science+Business Media B.V. 2010 |
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Keywords | Winter Wheat Production Volunteer Potato Winter Wheat Climate Change Impact Powdery Mildew |
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Modification of the EPIC model for climate change analysisAgric Syst19923822523810.1016/0308-521X(92)90067-X CampbellGSAn introduction to environmental biophysics1977New YorkSpringer-Verlag159 StinsonKABazzazFACO2 enrichment reduces reproductive dominance in competing stands of Ambrosia artemisiifolia (common ragweed)Oecologia200614715516310.1007/s00442-005-0250-x MasleJDoussinaultGSunBResponses of wheat genotypes to temperature and photoperiod in natural conditionsCrop Sci19892971272110.2135/cropsci1989.0011183X002900030036x WelchSMCroftBABrunnerJFMichelsMFPETE: an extension phenology modeling system for management of multi-species pest complexEnviron Entomol19787482494 Favis-MortlockDTEvansRBoardmanJHarrisTMClimate change, winter-wheat yield and soil-erosion on the English south downsAgric Syst19913741543310.1016/0308-521X(91)90062-F Steiner CM, Newberry G, Boydston R, Yenish J, Thornton R (2005) Volunteer potato management in the Pacific Northwest rotational crops. WSU Ext Bull EB1993 BrownRARosenbergNJClimate change impacts on the potential productivity of corn and winter wheat in their primary United States growing regionsClim Change1999417310710.1023/A:1005449132633 TimlinDLutfor RahmanSMBakerJReddyVRFleisherDQuebedeauxBWhole plant photosynthesis, development, and carbon partitioning in potato as a function of temperatureAgron J2006981195120310.2134/agronj2005.0260 GreerDHWunscheJNHalliganEAInfluence of postharvest temperatures on leaf gas exchange, carbohydrate reserves and allocations, subsequent budbreak, and fruit yield of Braeburn apple (Malus domestica) treesNZ J Crop Hortic Sci20023017518610.1080/01140671.2002.9514213 StöckleCODonatelliMNelsonRCropSyst, a cropping systems simulation modelEur J Agron20031828930710.1016/S1161-0301(02)00109-0 CotrufoMFInesonPScottYElevated CO2 reduces the nitrogen concentration of plant tissuesGlob Chang Biol19984435410.1046/j.1365-2486.1998.00101.x PimentalDLLachLZunigaRMorrisonDEnvironmental and economic costs associated with non-indigenous species in the Untied StatesBioscience200050536510.1641/0006-3568(2000)050[0053:EAECON]2.3.CO;2 RosenzweigCPhillipsJGoldbergRCarrollJHodgesTPotential impacts of climate change on citrus and potato production in the USAgric Syst19965245547910.1016/0308-521X(95)00059-E CastellviFStöckleCOComparing the performance of WGEN and ClimGen in the generation of temperature and solar radiationTrans ASAE20014416831687 TubielloFNRosenzweigCGoldbergRAJagtapSJonesJWEffects of climate change on US crop production: Simulation results using two different GCM scenarios. Part I: Wheat, potato, maize, and citrusClim Res20022025927010.3354/cr020259 BoydstonRAManaging volunteer potato (Solanum tuberosum) in field corn (Zea mays) with carfentrazone-ethyl and dicambaWeed Technol200418838710.1614/WT-03-21R Kemanian AR (2003) Radiation-based and transpiration-based modeling of barley and wheat growth. Ph.D. Dissertation, Washington State University Rosenzweig C, Iglesias A, Yang XB, Epstein P, Chivian E (2000) Climate change and U.S. agriculture: the impacts of warming and extreme weather events on productivity, plant diseases, and pests. Center for Health and the Global Environment, Harvard Medical School, Boston DuchêneESchneiderCGrapevine and climatic changes: a glance at the situation in AlsaceAgron Sustain Dev200525939910.1051/agro:2004057 ScottMJVailLWJakschJAStöckleCOKemanianARWater exchanges: tools to beat El Niño climate variability in irrigated agricultureJ Am Water Resour Assoc200440153110.1111/j.1752-1688.2004.tb01006.x SutherstRWImpact of climate change on pests and diseases in AustraliaSearch199021230232 HarrisonPAButterfieldREEffects of climate change on Europe-wide winter wheat and sunflower productivityClim Res1996722524110.3354/cr007225 Hatfield J, Boote K, Fay P, Hahn L, Izaurralde C, Kimball BA, Mader T, Morgan J, Ort D, Polley W, Thomson A, Wolfe D (2008) Agriculture. In: The effects of climate change on agriculture, land resources, water resources, and biodiversity. A Report by the U.S. Climate Change Science Program and the Subcommittee on Global Change Research. Washington, DC, USA, 362 pp KimHYLiefferingMMiuraSKobayashiKOkadaNGrowth and nitrogen uptake of CO2 enriched rice under field conditionsNew Phytol200115022322910.1046/j.1469-8137.2001.00111.x ZiskaLHEvaluation of yield loss in field sorghum from a C3 and C4 weed with increasing CO2Weed Sci20035191491810.1614/WS-03-002R Schlenker W, Roberts M (2008) Estimating the impact of climate change on crop yields: the importance of nonlinear temperature effects. Working Paper 13799, National Bureau of Economic Research, Cambridge http://www.nber.org./papers/w13799 Marcos J (1997) Corn production under dryland conditions in eastern Washington. M.S. Thesis, Washington State University NASS (2006) Agricultural chemical usage 2005 fruit and nut summary. USDA/NASS/ERS StöckleCOMartinSCampbellGSCropSyst, a cropping systems model: water/nitrogen budgets and crop yieldAgric Syst19944633535910.1016/0308-521X(94)90006-2 ThomsonAMBrownRARosenbergNJIzaurraldeRCBensonVClimate change impacts for the conterminous USA: an integrated assessment Part 3 dryland production of grain and forage cropsClim Change200569436510.1007/s10584-005-3612-9 IdsoSBKimballBACO2 enrichment of sour orange trees: 13 years and countingEnv Exp Bot20014614715310.1016/S0098-8472(01)00093-4 Bridges DC (1992) Crop losses due to weeds in the United States. Weed Sci Soc Am, Champaign, IL, USA, 403 pp GroveGGPerennation of Uncinula necator in vineyards of Eastern WashingtonPlant Dis20048824224710.1094/PDIS.2004.88.3.242 KemanianARStöckleCOHugginsDRViegaLMA simple method to estimate harvest index in grain cropsField Crops Res200710320821610.1016/j.fcr.2007.06.007 DahlstenDLGarciaREradication of exotic pests: analysis with case histories1989New HavenYale University Press296 MonteithJLClimate and crop efficiency of crop production in BritainPhil Trans Res Soc London Ser B197728127732910.1098/rstb.1977.0140 Sievers FJ, Holtz HF (1922) The silt loam soils of eastern Washington and their management. State College of Washington Agricultural Experiment Station, Bulletin # 166 Gent DH, Barbour JD, Grove GG, Mahaffee WF, Nelson ME, Ocamb CM, Peetz A, Turechek WW (2008) A decade of hop powdery mildew in the Pacific Northwest. Online. Plant Health Progress VanoJAScottMVoisinNStöckleCOHamletAFMickelsonKEBElsnerMMLettenmaierDPClimate change impacts on water management and irrigated agriculture in the Yakima River Basin, Washington, USAClim Change2010 Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration: guidelines for computing crop water requirements. Irrig Drain Paper 56. FAO, Rome ParryMLRosenzweigCIglesiasALivermoreMFischerGEffects of climate change on global food production under SRES emissions and socio-economic scenariosGlob Environ Change200414536710.1016/j.gloenvcha.2003.10.008 Washington State Department of Agriculture (2008) Agr Pub 120–126 (R/1/08) MotePWSalathéEPJrFuture climate in the Pacific NorthwestClim Change2010 FerrisREllisRHWheelerTRHadleyPEffect of high temperature stress at anthesis on grain yield and biomass of field-grown crops of wheatAnn Bot19988263163910.1006/anbo.1998.0740 LongSPAinsworthEARogersAOrtDRRising atmospheric carbon dioxide: Plants FACE the futureAnnu Rev Plant Biol20045559162810.1146/annurev.arplant.55.031903.141610 PannkukCDStöckleCOPapendickRIValidation of CropSyst for winter and spring wheat under different tillage and residue management practices in a wheat-fallow regionAgric Syst19985712113410.1016/S0308-521X(97)00076-0 TannerCBSinclairTRTaylorHMJordanWRSinclairTREfficient water use in crop production: research or research?Limitations to efficient water use in crop production1983Madison, WIAmer Soc Agron KimballBAKobayashiKBindiMResponses of agricultural crops to free-air CO2 enrichmentAdv Agron20027729336810.1016/S0065-2113(02)77017-X BeersEHBrunnerJFWillettMWarnerGOrchard pest management: a resource book for the Pacific Northwest1993YakimaThe Good Fruit Grower BindiMFibbiLMigliettaFFree air CO2 enrichment (FACE) of grapevine (Vitis vinifera L.): II. Growth and quality of grape and wine in response to elevated CO2 concentrationsEur J Agron20011414515510.101 CD Pannkuk (9851_CR39) 1998; 57 GS Campbell (9851_CR9) 1977 (9851_CR12) 1989 AK Alva (9851_CR2) 2002; 33 JM Peralta (9851_CR41) 2002; 88 J Jara (9851_CR24) 1999; 91 SB Idso (9851_CR22) 2001; 46 9851_CR61 9851_CR1 RA Boydston (9851_CR6) 2004; 18 9851_CR21 9851_CR23 JA Vano (9851_CR60) 2010 9851_CR26 GG Grove (9851_CR19) 1991; 81 AM Thomson (9851_CR57) 2005; 69 MF Cotrufo (9851_CR11) 1998; 4 D Timlin (9851_CR58) 2006; 98 LH Ziska (9851_CR64) 2003; 51 M Bindi (9851_CR5) 2001; 14 CO Stöckle (9851_CR55) 2004; 23 C Rosenzweig (9851_CR45) 1996; 52 H Riedl (9851_CR44) 1976; 108 9851_CR7 BA Kimball (9851_CR29) 2002; 77 DL Pimental (9851_CR42) 2000; 50 9851_CR50 EH Beers (9851_CR3) 1992; 27 EH Beers (9851_CR4) 1993 F Castellvi (9851_CR10) 2001; 44 R Ferris (9851_CR15) 1998; 82 JT Raese (9851_CR43) 1978; 103 9851_CR16 MJ Scott (9851_CR48) 2004; 40 CO Stöckle (9851_CR53) 1994; 46 DT Favis-Mortlock (9851_CR14) 1991; 37 S Nonhebel (9851_CR36) 1996; 34 E Duchêne (9851_CR13) 2005; 25 ML Parry (9851_CR40) 2004; 14 FN Tubiello (9851_CR59) 2002; 20 DH Greer (9851_CR17) 2002; 30 PA Harrison (9851_CR20) 1996; 7 9851_CR46 CO Stöckle (9851_CR54) 2003; 18 RA Brown (9851_CR8) 1999; 41 9851_CR47 HY Kim (9851_CR28) 2001; 150 9851_CR49 CO Stöckle (9851_CR52) 1992; 38 WC Oechel (9851_CR37) 1994; 371 GG Grove (9851_CR18) 2004; 88 GV Jones (9851_CR25) 2005; 689 J Masle (9851_CR33) 1989; 29 JE Olesen (9851_CR38) 2002; 16 SP Long (9851_CR30) 2004; 55 KA Stinson (9851_CR51) 2006; 147 PW Mote (9851_CR34) 2010 SM Welch (9851_CR62) 1978; 7 9851_CR31 9851_CR32 DW Wolfe (9851_CR63) 2005; 49 9851_CR35 JL Monteith (9851_CR65) 1977; 281 AR Kemanian (9851_CR27) 2007; 103 RW Sutherst (9851_CR56) 1990; 21 CB Tanner (9851_CR66) 1983 |
References_xml | – reference: RosenzweigCPhillipsJGoldbergRCarrollJHodgesTPotential impacts of climate change on citrus and potato production in the USAgric Syst19965245547910.1016/0308-521X(95)00059-E – reference: Marcos J (1997) Corn production under dryland conditions in eastern Washington. M.S. Thesis, Washington State University – reference: IdsoSBKimballBACO2 enrichment of sour orange trees: 13 years and countingEnv Exp Bot20014614715310.1016/S0098-8472(01)00093-4 – reference: PannkukCDStöckleCOPapendickRIValidation of CropSyst for winter and spring wheat under different tillage and residue management practices in a wheat-fallow regionAgric Syst19985712113410.1016/S0308-521X(97)00076-0 – reference: WolfeDWSchwartzMDLaksoANOtsukiYPoolRMShaulisNJClimate change and shifts in spring phenology of three horticultural woody perennials in northeastern USAInt J Biometeorol20054930330910.1007/s00484-004-0248-9 – reference: DuchêneESchneiderCGrapevine and climatic changes: a glance at the situation in AlsaceAgron Sustain Dev200525939910.1051/agro:2004057 – reference: Marcos J (2000) Simulation-based assessment of alternative crops in the dryland Pacific Northwest. Ph.D. Dissertation, Washington State University – reference: BeersEHBrunnerJFImplementation of the codling moth model on apples in Washington State, USAActa Phytopathol Entomol Hung19922797102 – reference: GroveGGBoalRJOverwinter survival of Podosphaera clandestina in eastern WashingtonPhytopathology19918138539110.1094/Phyto-81-385 – reference: GreerDHWunscheJNHalliganEAInfluence of postharvest temperatures on leaf gas exchange, carbohydrate reserves and allocations, subsequent budbreak, and fruit yield of Braeburn apple (Malus domestica) treesNZ J Crop Hortic Sci20023017518610.1080/01140671.2002.9514213 – reference: Washington State Department of Agriculture (2008) Agr Pub 120–126 (R/1/08) – reference: Favis-MortlockDTEvansRBoardmanJHarrisTMClimate change, winter-wheat yield and soil-erosion on the English south downsAgric Syst19913741543310.1016/0308-521X(91)90062-F – reference: OechelWCCowlesSGrulkeNHastingsSJLawrenceBPrudhommeTRiechersGStrainBTissueDVourlitisGTransient nature of CO2 fertilization in arctic tundraNature199437150050310.1038/371500a0 – reference: FerrisREllisRHWheelerTRHadleyPEffect of high temperature stress at anthesis on grain yield and biomass of field-grown crops of wheatAnn Bot19988263163910.1006/anbo.1998.0740 – reference: StöckleCOMartinSCampbellGSCropSyst, a cropping systems model: water/nitrogen budgets and crop yieldAgric Syst19944633535910.1016/0308-521X(94)90006-2 – reference: ParryMLRosenzweigCIglesiasALivermoreMFischerGEffects of climate change on global food production under SRES emissions and socio-economic scenariosGlob Environ Change200414536710.1016/j.gloenvcha.2003.10.008 – reference: PimentalDLLachLZunigaRMorrisonDEnvironmental and economic costs associated with non-indigenous species in the Untied StatesBioscience200050536510.1641/0006-3568(2000)050[0053:EAECON]2.3.CO;2 – reference: KemanianARStöckleCOHugginsDRViegaLMA simple method to estimate harvest index in grain cropsField Crops Res200710320821610.1016/j.fcr.2007.06.007 – reference: OlesenJEBindibMConsequences of climate change for European agricultural productivity, land use and policyEur J Agron20021623926210.1016/S1161-0301(02)00004-7 – reference: GroveGGPerennation of Uncinula necator in vineyards of Eastern WashingtonPlant Dis20048824224710.1094/PDIS.2004.88.3.242 – reference: MonteithJLClimate and crop efficiency of crop production in BritainPhil Trans Res Soc London Ser B197728127732910.1098/rstb.1977.0140 – reference: RiedlHCroftBAHowittAJForecasting codling moth (Carpocapsa pomonella) phenology based on pheromone trap catches and physiological-time modelsCan Entomol197610844946010.4039/Ent108449-5 – reference: StöckleCOKjelgaardJBellocchiGEvaluation of estimated weather data for calculating Penman- reference crop evapotranspirationIrrig Sci200423394610.1007/s00271-004-0091-0 – reference: MasleJDoussinaultGSunBResponses of wheat genotypes to temperature and photoperiod in natural conditionsCrop Sci19892971272110.2135/cropsci1989.0011183X002900030036x – reference: BeersEHBrunnerJFWillettMWarnerGOrchard pest management: a resource book for the Pacific Northwest1993YakimaThe Good Fruit Grower – reference: Kemanian AR (2003) Radiation-based and transpiration-based modeling of barley and wheat growth. Ph.D. Dissertation, Washington State University – reference: DahlstenDLGarciaREradication of exotic pests: analysis with case histories1989New HavenYale University Press296 – reference: HarrisonPAButterfieldREEffects of climate change on Europe-wide winter wheat and sunflower productivityClim Res1996722524110.3354/cr007225 – reference: VanoJAScottMVoisinNStöckleCOHamletAFMickelsonKEBElsnerMMLettenmaierDPClimate change impacts on water management and irrigated agriculture in the Yakima River Basin, Washington, USAClim Change2010 – reference: CastellviFStöckleCOComparing the performance of WGEN and ClimGen in the generation of temperature and solar radiationTrans ASAE20014416831687 – reference: ScottMJVailLWJakschJAStöckleCOKemanianARWater exchanges: tools to beat El Niño climate variability in irrigated agricultureJ Am Water Resour Assoc200440153110.1111/j.1752-1688.2004.tb01006.x – reference: ThomsonAMBrownRARosenbergNJIzaurraldeRCBensonVClimate change impacts for the conterminous USA: an integrated assessment Part 3 dryland production of grain and forage cropsClim Change200569436510.1007/s10584-005-3612-9 – reference: ZiskaLHEvaluation of yield loss in field sorghum from a C3 and C4 weed with increasing CO2Weed Sci20035191491810.1614/WS-03-002R – reference: TubielloFNRosenzweigCGoldbergRAJagtapSJonesJWEffects of climate change on US crop production: Simulation results using two different GCM scenarios. Part I: Wheat, potato, maize, and citrusClim Res20022025927010.3354/cr020259 – reference: CotrufoMFInesonPScottYElevated CO2 reduces the nitrogen concentration of plant tissuesGlob Chang Biol19984435410.1046/j.1365-2486.1998.00101.x – reference: Sievers FJ, Holtz HF (1922) The silt loam soils of eastern Washington and their management. State College of Washington Agricultural Experiment Station, Bulletin # 166 – reference: StöckleCODonatelliMNelsonRCropSyst, a cropping systems simulation modelEur J Agron20031828930710.1016/S1161-0301(02)00109-0 – reference: TimlinDLutfor RahmanSMBakerJReddyVRFleisherDQuebedeauxBWhole plant photosynthesis, development, and carbon partitioning in potato as a function of temperatureAgron J2006981195120310.2134/agronj2005.0260 – reference: Bridges DC (1992) Crop losses due to weeds in the United States. Weed Sci Soc Am, Champaign, IL, USA, 403 pp – reference: KimHYLiefferingMMiuraSKobayashiKOkadaNGrowth and nitrogen uptake of CO2 enriched rice under field conditionsNew Phytol200115022322910.1046/j.1469-8137.2001.00111.x – reference: Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration: guidelines for computing crop water requirements. Irrig Drain Paper 56. FAO, Rome – reference: NonhebelSEffects of temperature rise and increase in CO2 concentration on simulated wheat yields in EuropeClim Change199634739010.1007/BF00139254 – reference: SutherstRWImpact of climate change on pests and diseases in AustraliaSearch199021230232 – reference: AlvaAKHodgesTBoydstonRACollinsHPEffects of irrigation and tillage practices on yield of potato under high production conditions in the Pacific NorthwestCommun Soil Sci Plant Anal2002331451146010.1081/CSS-120004293 – reference: JonesGVClimate change in the western United States grape growing regionsActa Hortic20056894159 – reference: Hatfield J, Boote K, Fay P, Hahn L, Izaurralde C, Kimball BA, Mader T, Morgan J, Ort D, Polley W, Thomson A, Wolfe D (2008) Agriculture. In: The effects of climate change on agriculture, land resources, water resources, and biodiversity. A Report by the U.S. Climate Change Science Program and the Subcommittee on Global Change Research. Washington, DC, USA, 362 pp – reference: MotePWSalathéEPJrFuture climate in the Pacific NorthwestClim Change2010 – reference: WelchSMCroftBABrunnerJFMichelsMFPETE: an extension phenology modeling system for management of multi-species pest complexEnviron Entomol19787482494 – reference: LongSPAinsworthEARogersAOrtDRRising atmospheric carbon dioxide: Plants FACE the futureAnnu Rev Plant Biol20045559162810.1146/annurev.arplant.55.031903.141610 – reference: BrownRARosenbergNJClimate change impacts on the potential productivity of corn and winter wheat in their primary United States growing regionsClim Change1999417310710.1023/A:1005449132633 – reference: Rosenzweig C, Iglesias A, Yang XB, Epstein P, Chivian E (2000) Climate change and U.S. agriculture: the impacts of warming and extreme weather events on productivity, plant diseases, and pests. Center for Health and the Global Environment, Harvard Medical School, Boston – reference: CampbellGSAn introduction to environmental biophysics1977New YorkSpringer-Verlag159 – reference: TannerCBSinclairTRTaylorHMJordanWRSinclairTREfficient water use in crop production: research or research?Limitations to efficient water use in crop production1983Madison, WIAmer Soc Agron – reference: PeraltaJMStöckleCONitrate from an irrigated crop rotation at the Pasco-Quincy area (Washington, USA) available for groundwater contamination: a long-term simulation studyAgric Ecosyst Environ200288232410.1016/S0167-8809(01)00157-8 – reference: RaeseJTWilliamsMWBillingsleyHDCold hardiness, sorbitol, and sugar levels of apple shoots as influenced by controlled temperature and seasonJ Am Soc Hortic Sci1978103796801 – reference: JaraJStockleCOSimulation of corn water uptake using models with different levels of process detailAgron J19999125626510.2134/agronj1999.00021962009100020013x – reference: BoydstonRAManaging volunteer potato (Solanum tuberosum) in field corn (Zea mays) with carfentrazone-ethyl and dicambaWeed Technol200418838710.1614/WT-03-21R – reference: IPCC (2007) Climate change 2007: synthesis report. Intergovernmental panel for climate change, fourth assessment report – reference: KimballBAKobayashiKBindiMResponses of agricultural crops to free-air CO2 enrichmentAdv Agron20027729336810.1016/S0065-2113(02)77017-X – reference: NASS (2006) Agricultural chemical usage 2005 fruit and nut summary. USDA/NASS/ERS – reference: Schlenker W, Roberts M (2008) Estimating the impact of climate change on crop yields: the importance of nonlinear temperature effects. Working Paper 13799, National Bureau of Economic Research, Cambridge http://www.nber.org./papers/w13799 – reference: Steiner CM, Newberry G, Boydston R, Yenish J, Thornton R (2005) Volunteer potato management in the Pacific Northwest rotational crops. WSU Ext Bull EB1993 – reference: BindiMFibbiLMigliettaFFree air CO2 enrichment (FACE) of grapevine (Vitis vinifera L.): II. Growth and quality of grape and wine in response to elevated CO2 concentrationsEur J Agron20011414515510.1016/S1161-0301(00)00093-9 – reference: Gent DH, Barbour JD, Grove GG, Mahaffee WF, Nelson ME, Ocamb CM, Peetz A, Turechek WW (2008) A decade of hop powdery mildew in the Pacific Northwest. Online. Plant Health Progress – reference: StöckleCOWilliamsJRRosenbergNJJonesCAA method for estimating the direct and climatic effects of rising atmospheric carbon dioxide on growth and yield of crops: part I. Modification of the EPIC model for climate change analysisAgric Syst19923822523810.1016/0308-521X(92)90067-X – reference: StinsonKABazzazFACO2 enrichment reduces reproductive dominance in competing stands of Ambrosia artemisiifolia (common ragweed)Oecologia200614715516310.1007/s00442-005-0250-x – ident: 9851_CR50 – volume: 77 start-page: 293 year: 2002 ident: 9851_CR29 publication-title: Adv Agron doi: 10.1016/S0065-2113(02)77017-X – volume-title: Orchard pest management: a resource book for the Pacific Northwest year: 1993 ident: 9851_CR4 – volume: 7 start-page: 225 year: 1996 ident: 9851_CR20 publication-title: Clim Res doi: 10.3354/cr007225 – volume: 108 start-page: 449 year: 1976 ident: 9851_CR44 publication-title: Can Entomol doi: 10.4039/Ent108449-5 – volume: 14 start-page: 53 year: 2004 ident: 9851_CR40 publication-title: Glob Environ Change doi: 10.1016/j.gloenvcha.2003.10.008 – ident: 9851_CR35 – ident: 9851_CR31 – volume: 7 start-page: 482 year: 1978 ident: 9851_CR62 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