Global warming, driven by excessive greenhouse gas emissions, constitutes one of the most critical environmental challenges of our time. Carbon dioxide (CO
2) and methane (CH
4) serve as the primary contributors, accounting for approximately 71.6% and 21% of total emissions, respectively
[1−2]. As climate impacts intensify, there is an urgent imperative to shift toward need to transition towards sustainable energy frameworks by converting these greenhouse gases into high-value fuels and chemicals
[3−4]. Dry reforming of methane (DRM) represents a promising strategy for carbon recycling, as it simultaneously converts CH
4 and CO
2 into economically valuable syngas with a unity H
2/CO ratio. Consequently, DRM has attracted considerable attention for its potential applications in sustainable energy and chemical synthesis
[5−7].
However, the highly endothermic nature of DRM requires elevated operating temperatures (typically exceeding 700 °C) to drive the reaction
[8−9]. Under these harsh conditions, catalysts are prone to rapid deactivation
via carbon deposition (coking) and sintering, presenting a major bottleneck for industrial implementation
[10−11]. While non-noble metal catalysts, particularly nickel-based systems, exhibit reasonable considerable initial activity, they suffer from severe instability due to coking and sintering at high temperatures
[12−14]. In contrast, noble metals such as platinum (Pt) offer superior activity, stability and selectivity, attributed to their unique electronic structures and adsorption properties
[15−17]. Although the application of Pt is constrained by its high cost and limited abundance, cost-effective Pt-based catalysts can be engineered by maximizing atomic utilization, stabilizing active sites, enhancing metal-support interactions (MSI), and effectively suppressing carbon deposition. Notably, Jones et al.
[18] demonstrated that Pt atoms can be trapped by CeO
2, yielding a Pt/CeO
2 catalyst stable up to 800 °C during CO oxidation. This finding provides a critical foundation for designing Pt/CeO
2 catalysts capable of withstanding the rigorous thermal demands of DRM.
Metal-organic frameworks (MOFs), a class of emerging crystalline porous materials, have attracted widespread attention for DRM applications due to their abundant active sites, high specific surface areas, and tunable pore architectures
[19−21]. Among these, the UiO-66 series is particularly notable for its exceptional thermal and chemical stability, as well as its robust framework, which facilitates efficient gas adsorption and dissociation
[22−25]. For instance, Shao et al.
[26] utilized Zr-UiO-66 as a precursor to synthesize Ni@ZrO
2 catalysts
via a controlled preparation strategy. Their Ni/ZrO
2-B variant exhibited superior DRM performance, which was attributed to the high dispersion of Ni species and strong metal-support interactions (SMSI). Concurrently, Ceria (CeO
2), an abundant and cost-effective rare-earth material with a cubic fluorite structure, is widely used in catalysis. Its rich surface oxygen vacancies play a critical role in promoting CO
2 activation
[27−29]. Leveraging MOF chemistry, Lammert et al.
[30] successfully synthesized Ce-based UiO-66 with an octahedral cage structure
via a solvothermal method, achieving excellent thermal and chemical stability. However, pure CeO
2 is prone to tends to sintering under high-temperature or reducing conditions, leading to surface area loss and catalytic deactivation
[31]. To address this, zirconium (Zr) doping has been proven effective due to the high compatibility between Ce and Zr
[32]. Zhou et al.
[33] demonstrated that substituting Ce
4+ (0.092 nm) with the smaller Zr
4+ ion (0.084 nm) creates a CeO
2-ZrO
2 solid solution, significantly enhancing thermal stability, redox properties, and oxygen storage capacity. Damyanova et al.
[34] further showed that pretreatment temperature and CeO
2 concentration significantly influence strongly affect Pt morphology. While their Pt/6CeO
2-ZrO
2 catalyst exhibited high Pt dispersion and favorable reducibility, it required a prolonged induction period to stabilize activity, indicating considerable potential for further performance optimization. Consequently, this study utilizes UiO-66 as a precursor to engineer Pt-based catalysts. A series of Pt/CeO
2-ZrO
2 catalysts were synthesized
via impregnation, utilizing supports with varying Ce/Zr ratios prepared through a hydrothermal method. By systematically modulating the Ce/Zr ratio, this work aims to enhance thermal stability, harness the redox properties of the support, and optimize defect concentrations. Ultimately, these findings provide valuable experimental insights for the rational design and optimization of Pt-based catalysts for DRM applications.