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The analysis of the elemental composition of sediments provides valuable information about input sources, paleoredox conditions, or paleoproductivity. In this study, 1498 rock samples from six wells within the Triassic Montney Formation in Central Alberta, Western Canada, were analyzed using energy-dispersive X-ray fluorescence (ED-XRF). Wavelength dispersive X-ray fluorescence measurements were used to build and validate a Montney-specific calibration to interpret elemental concentrations from the ED-XRF dataset. The calibration accounted for heterogeneities, matrix variations and unique elemental associations that may be present within the Montney Formation. Sediment input sources are interpreted based on cross-plots of proxy elements to be terrigenous, carbonates and biogenic in origins. Analysis of multiple paleoredox proxies indicated the environment of deposition to be mainly oxic. The ratios of potassium (K) to rubidium (Rb) were used as a paleoclimate proxy. Results suggest the predominance of low chemical weathering attributed to a hot and arid paleoclimate during deposition of Montney Formation sediments. Phosphorous concentrations were determined to be strongly associated with Ca, as such it was interpreted to be inorganically sourced, thereby precluding it from being used to assess paleoproductivity. Excess Si interpreted to be biogenically sourced was used in interpreting moderate and high paleoproductivity for the Montney formation. This work demonstrates the versality of matrix-specific calibrated ED-XRF measurements as a valuable, cost efficient, standalone technique in geochemical analysis for characterizing geological formations. • We developed a matrix-specific calibration to interpret ED-XRF measurements of 1498 Montney formation rock samples. • The Montney formation inputs are from terrigenous, carbonates, detrital organic,biogenic silica and volcaniclastics sources. • Various paleoredox proxies such as V EF , U EF , Mo EF , V/Cr, and Ni/Co indicate a predominant oxic paleodepositional environment. • We report K/Rb ratios demonstrating low chemical weathering, and arid conditions during the Montney formation deposition. • We demonstrate the versality of matrix-specific calibrated ED-XRF as a reliable stand-alone analytical technique. [ABSTRACT FROM AUTHOR]