Water · 2019 · 42 citations · 32 references
Natural SciencesEarth SciencesEnvironmental SciencesAtmospheric ScienceClimate ScienceClimatologyCarbon CycleCarbon Cycle VariabilityClimate ChangeClimate VariabilityVegetation IndicesVegetation MonitoringAtmospheric Carbon DioxideCarbon DioxideCarbon Dioxide MonitoringClimate Time Series AnalysisSeasonal Carbon Dioxide CycleTime Series Trend AnalysisVegetation CoverVegetation Cover Mapping
Recognition of the carbon dioxide (CO2) concentration variations over time is critical for tracing the future changes in climate both globally and regionally. In this study, a time series analysis of atmospheric CO2 concentration and its relationship with precipitation, relative humidity (RH), and vegetation is investigated over Oman. The daily XCO2 data from OCO-2 satellite was obtained from September 2014 to March 2019. The daily RH and precipitation data were also collected from the ground weather stations, and the Normalized Difference Vegetation Index was obtained from MODIS. Oman was studied in four distinct regions where the main emphasis was on the Monsoon Region in the far south. The CO2 concentration time series indicated a significant upward trend over different regions for the study period, with annual cycles being the same for all regions except the Monsoon Region. This is indicative of RH, precipitation, and consequently vegetation cover impact on atmospheric CO2 concentration, resulting in an overall lower annual growth in the Monsoon Region. Simple and multiple correlation analyses of CO2 concentration with mentioned parameters were performed in zero to three-month lags over Oman. They showed high correlations mainly during the rainfall period in the Monsoon Region.
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Nonparametric Tests Against Trend
Henry B. Mann · Econometrica · 1945 · 16.7K citations
David Crisp, Robert Rosenberg, Lars Chapsky et al. · Atmospheric measurement techniques · 2017 · 513 citations · Full text