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dc.contributor.authorBui, L.K.
dc.contributor.authorAwange, Joseph
dc.contributor.authorVu, D.T.
dc.date.accessioned2022-07-16T10:02:30Z
dc.date.available2022-07-16T10:02:30Z
dc.date.issued2022
dc.identifier.citationBui, L.K. and Awange, J. and Vu, D.T. 2022. Precipitation and Soil Moisture Spatio-Temporal Variability and Extremes over Vietnam (1981-2019): Understanding Their Links to Rice Yield. Sensors (Basel, Switzerland). 22 (5): Article No. 1906.
dc.identifier.urihttp://hdl.handle.net/20.500.11937/88917
dc.identifier.doi10.3390/s22051906
dc.description.abstract

Vietnam, one of the three leading rice producers globally, has recently seen an increased threat to its rice production emanating from climate extremes (floods and droughts). Understanding spatio-temporal variability in precipitation and soil moisture is essential for policy formulations to adapt and cope with the impacts of climate extremes on rice production in Vietnam. Adopting a higher-order statistical method of independent component analysis (ICA), this study explores the spatio-temporal variability in the Climate Hazards Group InfraRed Precipitation Station's (CHIRPS) precipitation and the Global Land Data Assimilation System's (GLDAS) soil moisture products. The results indicate an agreement between monthly CHIRPS precipitation and monthly GLDAS soil moisture with the wetter period over the southern and South Central Coast areas that is latter than that over the northern and North Central Coast areas. However, the spatial patterns of annual mean precipitation and soil moisture disagree, likely due to factors other than precipitation affecting the amount of moisture in the soil layers, e.g., temperature, irrigation, and drainage systems, which are inconsistent between areas. The CHIRPS Standardized Precipitation Index (SPI) is useful in capturing climate extremes, and the GLDAS Standardized Soil Moisture Index (SSI) is useful in identifying the influences of climate extremes on rice production in Vietnam. During the 2016-2018 period, there existed a reduction in the residual rice yield that was consistent with a decrease in soil moisture during the same time period.

dc.languageEnglish
dc.publisherMDPI
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectScience & Technology
dc.subjectPhysical Sciences
dc.subjectTechnology
dc.subjectChemistry, Analytical
dc.subjectEngineering, Electrical & Electronic
dc.subjectInstruments & Instrumentation
dc.subjectChemistry
dc.subjectEngineering
dc.subjectclimate change
dc.subjectclimate extremes
dc.subjectCHIRPS
dc.subjectTRMM
dc.subjectGLDAS
dc.subjectMERRA
dc.subjectVietnam
dc.subjectrice yield
dc.subjectINDEPENDENT COMPONENT ANALYSIS
dc.subjectMEASURING MISSION TRMM
dc.subjectLAKE VICTORIA
dc.subjectINTERANNUAL VARIATION
dc.subjectFALL RAINFALL
dc.subjectRIVER-BASIN
dc.subjectDROUGHT
dc.subjectCLIMATE
dc.subjectLAND
dc.subjectWATER
dc.titlePrecipitation and Soil Moisture Spatio-Temporal Variability and Extremes over Vietnam (1981-2019): Understanding Their Links to Rice Yield
dc.typeJournal Article
dcterms.source.volume22
dcterms.source.number5
dcterms.source.issn1424-8220
dcterms.source.titleSensors (Basel, Switzerland)
dc.date.updated2022-07-16T10:02:22Z
curtin.departmentSchool of Earth and Planetary Sciences (EPS)
curtin.accessStatusOpen access
curtin.facultyFaculty of Science and Engineering
curtin.contributor.orcidAwange, Joseph [0000-0003-3533-613X]
curtin.contributor.researcheridAwange, Joseph [A-3998-2008]
curtin.identifier.article-numberARTN 1906
dcterms.source.eissn1424-8220
curtin.contributor.scopusauthoridAwange, Joseph [6603092635]


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