Water management of canola under tile drainage in the Canadian Prairies

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dc.contributor.authorNDULUE, EMEKA
dc.contributor.examiningcommitteeNazim, Cicek (Biosystems Engineering)en_US
dc.contributor.examiningcommitteeCattani, Douglas (Plant Science)en_US
dc.contributor.examiningcommitteeTrooien, Todd (Agricultural and Biosystems Engineering, South Dakota State University)en_US
dc.contributor.supervisorSri Ranjan, Ramanathan
dc.date.accessioned2022-09-01T19:52:32Z
dc.date.available2022-09-01T19:52:32Z
dc.date.copyright2022-08-31
dc.date.issued2022-08-22
dc.date.submitted2022-08-22T18:00:06Zen_US
dc.date.submitted2022-08-31T21:35:41Zen_US
dc.degree.disciplineBiosystems Engineeringen_US
dc.degree.levelDoctor of Philosophy (Ph.D.)en_US
dc.description.abstractAn effective water management system is necessary to address global food shortages, water scarcity, and increasing climate extremes. Southern Manitoba is a major crop production area with highly productive soils, flat topography, and seasonally high water table. The objectives of this research were to (i) determine the impacts of controlled drainage (CD), free drainage (FD), and no drainage (ND) on canola yield and quality, (ii) simulate water table depth (WTD) under canola production using the DRAINMOD model, (iii) evaluate the potential impacts of climate change on the hydrology and canola yield using the DRAINMOD model and (iv) assess the performance of the standard ET model under limiting conditions and fourteen empirical ET models in the region. The result shows large differences in yield between the years, suggesting that canola yield is significantly influenced by weather variables. In 2019 with normal average temperature and rainfall close to the long-term average, CD plots consistently yielded higher yields than FD and ND, with a significant difference with FD. As rainfall decreased and temperature increased in the following years, the impact of drainage, especially CD, becomes diminished, with no significant differences between the treatments. Also, the prevailing weather may have masked the oil quality parameters and nutrient dynamics across the soil profile, as there were no significant differences between the treatments. The WTD collected from the PESAI (Prairies East Sustainable Agriculture Initiative) site in Arborg was used to test the ability of the DRAINMOD model to predict WTD using the 2019 and 2020 canola growing seasons. Statistical analysis and graphical plots showed close agreement between the measured and simulated WTD. Economic analysis using the simulation results suggests that the 10 m drain spacing maximized the return on investment. The parameterized DRAINMOD model was thereafter run with downscaled climate model projections from CANESM2 for historical (1981-2010), midcentury (2041-2070), and late-century (2071-2100) periods under three representative concentration pathways (RCP2.6, RCP4.5, and RCP 8.5). Results showed an overall decrease in average relative canola yield under FD and CD in the future. The ET (evapotranspiration) is an essential input to hydrologic models. However, the weather variables required to compute the recommended ET model (FAO PM) equation are not readily available. The results showed that the FAO-PM model decreased with increased missing data, yielding average to poor results. The best performing models were Valiantzas-1, Valiantzas-3, Irmak, Valiantzas-2, and Priestly-Taylor models. New empirical coefficients were also developed to improve selected empirical ET models. Overall, this research is important for developing optimal drainage design variables for increased crop yield.en_US
dc.description.noteOctober 2022en_US
dc.description.sponsorshipUMGF (University of Manitoba graduate award) GETS (Graduate Enhancement of Tri-Council Stipends) award, Mitacs, the Canadian Agricultural Partnerships Program, Manitoba Agriculture and Resource Development, the Manitoba Crop Alliance, Barley and Canola growers association, and Grant A. Harris Fellowship.en_US
dc.identifier.urihttp://hdl.handle.net/1993/36848
dc.language.isoengen_US
dc.rightsopen accessen_US
dc.subjectsubsurface drainageen_US
dc.subjectmodelingen_US
dc.subjectCanadian prairiesen_US
dc.subjectrapeseeden_US
dc.subjectsouthern Manitobaen_US
dc.subjectground water tableen_US
dc.subjectsimulationen_US
dc.titleWater management of canola under tile drainage in the Canadian Prairiesen_US
dc.typedoctoral thesisen_US
local.subject.manitobayesen_US
oaire.awardNumber5006178en_US
oaire.awardTitleOptimizing water management for sustainable use of agricultural lands and wateren_US
oaire.awardURIhttps://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=665749en_US
project.funder.identifierhttps://doi.org/10.13039/501100000038en_US
project.funder.nameNatural Sciences and Engineering Research Council of Canadaen_US
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