秦岭—大巴山高分辨率气温和降水格点数据集的建立及其对区域气候的指示
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陆福志,鹿化煜
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A high-resolution grid dataset of air temperature and precipitation for Qinling-Daba Mountains in central China and its implications for regional climate
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LU Fuzhi,LU Huayu
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表2 本文交叉验证结果及其与WorldClim 2.0数据集的比较
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Tab. 2 Cross-validation results in this study and comparison with WorldClim 2.0 dataset
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气候参数 | QB-2018 | | WorldClim 2.0 | 单位 | R | MAE | RMSE | MRE(%) | R | MAE | RMSE | MRE(%) | T1 | 0.985 | 0.46 | 0.68 | NA | | 0.951 | 0.65 | 1.22 | NA | ℃ | T2 | 0.981 | 0.44 | 0.67 | NA | | 0.930 | 0.74 | 1.38 | NA | ℃ | T3 | 0.976 | 0.45 | 0.66 | NA | | 0.905 | 0.78 | 1.41 | NA | ℃ | T4 | 0.978 | 0.40 | 0.56 | NA | | 0.892 | 0.73 | 1.35 | NA | ℃ | T5 | 0.981 | 0.37 | 0.53 | NA | | 0.893 | 0.74 | 1.39 | NA | ℃ | T6 | 0.985 | 0.32 | 0.48 | NA | | 0.888 | 0.78 | 1.46 | NA | ℃ | T7 | 0.986 | 0.32 | 0.45 | NA | | 0.887 | 0.73 | 1.43 | NA | ℃ | T8 | 0.987 | 0.34 | 0.46 | NA | | 0.899 | 0.86 | 1.43 | NA | ℃ | T9 | 0.987 | 0.34 | 0.48 | NA | | 0.915 | 0.68 | 1.35 | NA | ℃ | T10 | 0.987 | 0.35 | 0.51 | NA | | 0.930 | 0.65 | 1.25 | NA | ℃ | T11 | 0.986 | 0.43 | 0.63 | NA | | 0.949 | 0.63 | 1.19 | NA | ℃ | T12 | 0.985 | 0.46 | 0.66 | NA | | 0.957 | 0.66 | 1.15 | NA | ℃ | Tspr | 0.979 | 0.39 | 0.57 | NA | | 0.897 | 0.73 | 1.36 | NA | ℃ | Tsum | 0.986 | 0.31 | 0.45 | NA | | 0.892 | 0.75 | 1.42 | NA | ℃ | Taut | 0.988 | 0.35 | 0.52 | NA | | 0.933 | 0.63 | 1.24 | NA | ℃ | Twin | 0.985 | 0.44 | 0.65 | NA | | 0.948 | 0.63 | 1.22 | NA | ℃ | Tann | 0.985 | 0.35 | 0.52 | NA | | 0.921 | 0.63 | 1.28 | NA | ℃ | P1 | 0.976 | 1.5 | 2.2 | 12.6 | | 0.928 | 2.7 | 4.1 | 23.0 | mm | P2 | 0.983 | 1.7 | 2.5 | 10.1 | | 0.959 | 2.9 | 4.3 | 17.1 | mm | P3 | 0.975 | 2.7 | 3.8 | 8.6 | | 0.954 | 4.4 | 6.0 | 13.9 | mm | P4 | 0.987 | 3.5 | 5.1 | 6.5 | | 0.951 | 12.2 | 14.1 | 22.6 | mm | P5 | 0.983 | 5.2 | 7.2 | 6.0 | | 0.953 | 10.3 | 12.7 | 11.9 | mm | P6 | 0.976 | 7.0 | 10.1 | 6.6 | | 0.958 | 9.8 | 13.6 | 9.2 | mm | P7 | 0.925 | 13.2 | 20.1 | 8.4 | | 0.808 | 24.1 | 31.6 | 15.4 | mm | P8 | 0.887 | 10.8 | 16.2 | 8.1 | | 0.802 | 16.8 | 24.0 | 12.6 | mm | P9 | 0.921 | 7.5 | 11.5 | 7.7 | | 0.835 | 21.0 | 26.2 | 21.6 | mm | P10 | 0.969 | 4.0 | 5.4 | 6.6 | | 0.923 | 7.6 | 9.9 | 12.8 | mm | P11 | 0.982 | 2.1 | 3.0 | 7.8 | | 0.950 | 5.1 | 6.3 | 19.2 | mm | P12 | 0.976 | 1.2 | 1.7 | 10.8 | | 0.939 | 2.0 | 2.8 | 18.8 | mm | Pspr | 0.987 | 9.5 | 13.7 | 5.5 | | 0.965 | 22.2 | 27.9 | 12.8 | mm | Psum | 0.945 | 26.0 | 40.2 | 6.6 | | 0.878 | 42.8 | 60.1 | 10.8 | mm | Paut | 0.954 | 11.8 | 16.9 | 6.4 | | 0.899 | 31.6 | 38.8 | 17.2 | mm | Pwin | 0.981 | 4.1 | 6.0 | 10.4 | | 0.956 | 6.8 | 9.6 | 17.3 | mm | Pann | 0.971 | 43.0 | 64.3 | 5.4 | | 0.936 | 78.5 | 104.5 | 9.9 | mm |
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