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Environment: Anaconda for Python 2.7; Package requirements: NumPy, SciPy, pandas, matplotlib, netCDF4 and GDAL.

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Fig1_GIMMS_SOS_EOS_trend_version2.py: Codes used to plot Figure 1 in the manuscript.

Fig2_FLX_phen_spaghetti.py: Codes used to plot Figure 2 in the manuscript.

Fig3_envir_control_SOS_EOS_boxplot.py: Codes used to plot Figure 3 in the manuscript.

Fig4_Temp_spr_aut.py: Codes used to plot Figure 4 in the manuscript.

Fig5_carbon_flux_trend_result_from_phenology_trend.py: Codes used to plot Figure 5 in the manuscript.

Supplementary_Fig_2_Plot_phen_avg_std_20190401_latitude_sort.py: Codes used to plot Supplementary Figure 2 in the Supplementary Information.

Supplementary_Fig_3_Plot_trends_as_bar_plot_NT_latitude_sort_unsignificant.py: Codes used to plot Supplementary Figure 3 in the Supplementary Information.

Supplementary_Fig_5&6_Plot_R2_for_phen_&meteo_season_latitude_sorted_no_display_nosig.py: Codes used to plot Supplementary Figure 5 and 6 in the Supplementary Information.

Supplementary_Fig_7_plot_partial_correlation_boxplot.py: Codes used to plot Supplementary Figure 7 in the Supplementary Information.

Supplementary_Fig_10&11_Plot_R2_for_phen_&carbon_flux_latitude_sorted_display_sig.py: Codes used to plot Supplementary Figure 10 and 11in the Supplementary Information.

Supplementary_Fig_14_FLX_sites_GIMMS_SOS_EOS_trend.py: Codes used to plot Supplementary Figure 14 in the Supplementary Information.

Supplementary_Fig_16_plot_correlation_of_2groups.py: Codes used to plot Supplementary Figure 16 in the Supplementary Information.

Supplementary_Fig_19_Get_GPP_threshold_for_phen_extract.py: Codes used to plot Supplementary Figure 19 in the Supplementary Information.

MK_trend.pyc: function to perform Mann-Kendall trend analysis. (source code for this fucntion can be accessed at https://github.com/mps9506/Mann-Kendall-Trend)

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For more detailed codes or any problems about the codes, please contact Xufeng Wang([email protected]).

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