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Open access Aug 2026

Observation-based mine-level methane emission factors uncover inventory biases and constrain emissions from Shanxi’s Coal Mines

Bottom-up coal mine methane (CMM) inventories rely on static or empirically derived emission factors (EFs), and therefore mine-level emissions are poorly constrained, limiting the use of these inventories for implementing detailed mitigation strategies. Here, we compiled 1418 satellite-detected methane plumes (2019–202...

Shu-Hui Fu, Xin Tong, Fei Li et al. · 0 citations
2026

Seamless Daily XCO2 Mapping Across China From OCO-3 Observations via a Hybrid Framework of Transformer and Geo-Implicit Neural Representation

The reconstruction of spatiotemporally continuous XCO2 is essential for the evaluation of regional carbon neutrality. However, the inherent sparsity and irregularity of carbon satellite observations restrict seamless daily mapping. Addressing the challenge of modeling complex spatiotemporal dependencies from such data,...

Jun-Han Luo, Dao-Yong Zhu, Ge Han et al. · 0 citations

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