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    The population structure and habitat use of resident of Mandarin Duck (Aix galericulata) in Wu River (Southwest China) by Canshi Hu

    Published 2025-02-01
    “…This study provided the first report on the structure of the resident population and the habitat used during the post-breeding period at a tributary of the Wu River in Guizhou Province, Southwest China, which was one of the recently identified breeding sites within the traditional wintering range. …”
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    Predicting carbon peak at the provincial level using deep learning by Xiaoyan Tang, Kunsheng Fang

    Published 2025-01-01
    “…The framework involves identifying the critical emission sources and their primary contribution sectors using the LASSO regression method, predicting the CO _2 emissions of critical sources using recurrent neural networks, and exploring mitigation schemes using scenario analysis. This study uses Guizhou Province as an example and analyzes the CO _2 emissions of 17 energy consumption types and one production process in 47 socio-economic sectors and discovers that: ① Between 1997 and 2005, the most critical sources of CO _2 emissions were the consumption of Raw Coal; ② Between 2006 and 2021, the critical sources of emissions were the consumption of Raw Coal, Other Washed Coal (OWC), and Diesel Oil, and one industry process (Cement Production Process, CPP); ③ Between 2006 and 2021, the primary contribution sector for Raw Coal and OWC emissions is the Production and Supply of Electric Power, Steam, and Hot Water (PSEPSHW) sector. …”
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