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Nature 期刊图复现|Python 实现双轴高维直方图与重叠分布图

  • 2026-07-02 12:54:54
Nature 期刊图复现|Python 实现双轴高维直方图与重叠分布图

来源论文

论文地址:

https://www.nature.com/articles/s41586-023-06391-z

论文题目:

Tropical forests are approaching critical temperature thresholds

复现图片

图 1 气候变暖温度频数重叠直方图:该图展示了极端气候变暖前后温度分布的频数变化特征。横坐标为观测温度(Temp),左侧蓝色纵坐标对应常温对照组(ambient)的频数计数,右侧橙色纵坐标对应增温处理组(warmed)的频数计数。通过双坐标轴与半透明条形图的重叠对比,可以清晰直观地观察到增温后整体温度分布的右移趋势。此外,图表右上角嵌套了两个极端高温区间的嵌入子图(Insets),分别用于精准放大展示常温组在 42.8°C及增温组在 50.9°C附近的极端高温频数细节。图注(Caption)图 1 变暖背景下温度频数分布特征及极端高温区间嵌套图。

配色方案

COLOR_SCHEMES = {    1:  ['#5B9BD5''#ED7D31'],  # 经典蓝橙 (原图复现)    2:  ['#3B528B''#5DC870'],  # Viridis 科技绿调    3:  ['#00A087''#3C5488'],  # Lancet 风格 (青绿与深蓝)    4:  ['#4DBBD5''#E64B35'],  # Nature 风格 (明朗红蓝)    5:  ['#00468B''#ED0000'],  # Science 风格 (高对比深蓝红)    6:  ['#1A365D''#D69E2E'],  # 经典商务蓝金    7:  ['#008080''#FF6347'],  # 现代青色与番茄红    8:  ['#4A5568''#CBD5E0'],  # 工业高级黑灰阶    9:  ['#704214''#F5F5DC'],  # 地球大地色系    10: ['#2C3E50''#E74C3C'],  # Flat UI 优雅深灰红    11: ['#3F51B5''#FF4081'],  # Material Design 靛蓝粉红    12: ['#1ABC9C''#2ECC71'],  # 薄荷绿与翡翠绿 (清新风格)    13: ['#673AB7''#FF9800'],  # 神秘深紫与生动橙    14: ['#34495E''#BDC3C7'],  # 银灰与深海蓝 (冷调学术)    15: ['#8E44AD''#3498DB'],  # 罗兰紫与天空蓝    16: ['#27AE60''#F1C40F'],  # 邮政绿与向日葵黄    17: ['#D35400''#2980B9'],  # 南瓜橙与冷艳蓝 (高反差)    18: ['#16A085''#E67E22'],  # 青松绿与落叶橙    19: ['#7F8C8D''#95A5A6'],  # 双重中性灰阶    20: ['#000080''#800000']   # 传统海军蓝与深红}

完整代码

import osimport pandas as pdimport matplotlib.pyplot as pltSELECTED_SCHEME = 1COLOR_SCHEMES = {    1:  ['#5B9BD5''#ED7D31'],  # 经典蓝橙 (原图复现)    2:  ['#3B528B''#5DC870'],  # Viridis 科技绿调    3:  ['#00A087''#3C5488'],  # Lancet 风格 (青绿与深蓝)    4:  ['#4DBBD5''#E64B35'],  # Nature 风格 (明朗红蓝)    5:  ['#00468B''#ED0000'],  # Science 风格 (高对比深蓝红)    6:  ['#1A365D''#D69E2E'],  # 经典商务蓝金    7:  ['#008080''#FF6347'],  # 现代青色与番茄红    8:  ['#4A5568''#CBD5E0'],  # 工业高级黑灰阶    9:  ['#704214''#F5F5DC'],  # 地球大地色系    10: ['#2C3E50''#E74C3C'],  # Flat UI 优雅深灰红    11: ['#3F51B5''#FF4081'],  # Material Design 靛蓝粉红    12: ['#1ABC9C''#2ECC71'],  # 薄荷绿与翡翠绿 (清新风格)    13: ['#673AB7''#FF9800'],  # 神秘深紫与生动橙    14: ['#34495E''#BDC3C7'],  # 银灰与深海蓝 (冷调学术)    15: ['#8E44AD''#3498DB'],  # 罗兰紫与天空蓝    16: ['#27AE60''#F1C40F'],  # 邮政绿与向日葵黄    17: ['#D35400''#2980B9'],  # 南瓜橙与冷艳蓝 (高反差)    18: ['#16A085''#E67E22'],  # 青松绿与落叶橙    19: ['#7F8C8D''#95A5A6'],  # 双重中性灰阶    20: ['#000080''#800000']   # 传统海军蓝与深红}selected_colors = COLOR_SCHEMES.get(SELECTED_SCHEME, COLOR_SCHEMES[1])color_amb = selected_colors[0]color_warm = selected_colors[1]output_dir = "图表"os.makedirs(output_dir, exist_ok=True)excel_file = "data.xlsx"if not os.path.exists(excel_file):    raise FileNotFoundError(f"未在当前目录下找到 {excel_file} 文件。")df_main = pd.read_excel(excel_file, sheet_name="Main Histogram Data")df_sub = pd.read_excel(excel_file, sheet_name="Subplot Data")bin_centers = df_main["Bin Center (°C)"].valuesamb_counts = df_main["Ambient Count (Left Axis)"].valueswarm_counts_scaled = df_main["Warmed Count (Right Axis)"].valuesbin_width = 0.5sub_amb_df = df_sub[["Amb Subplot Bin Center (°C)""Amb Subplot Count"]].dropna()sub_heated_df = df_sub[["Heated Subplot Bin Center (°C)""Heated Subplot Count"]].dropna()fig, ax1 = plt.subplots(figsize=(104.5), dpi=300)bars1 = ax1.bar(bin_centers, amb_counts, width=bin_width, color=color_amb,                edgecolor='black', linewidth=0.4, alpha=0.8, label='ambient')ax1.set_xlabel('Temp (°C)', fontsize=12)ax1.set_ylabel('count', color=color_amb, fontsize=12)ax1.tick_params(axis='y', colors=color_amb)ax1.spines['left'].set_color(color_amb)ax1.set_xlim(2045)ax1.set_ylim(02500)ax2 = ax1.twinx()bars2 = ax2.bar(bin_centers, warm_counts_scaled, width=bin_width, color=color_warm,                edgecolor='black', linewidth=0.4, alpha=0.5, label='warmed')ax2.set_ylabel('count', color=color_warm, fontsize=12)ax2.tick_params(axis='y', colors=color_warm)ax2.spines['right'].set_color(color_warm)ax2.spines['left'].set_color(color_amb)ax2.set_ylim(010000)plt.title('Brazil km83 + 2°C warming', fontsize=13, fontweight='bold', pad=10)lines = [bars1, bars2]labels = [b.get_label() for b in lines]ax1.legend(lines, labels, loc='lower right', bbox_to_anchor=(0.90.25),           frameon=True, facecolor='white', edgecolor='grey')ax_ins1 = fig.add_axes([0.580.580.120.24])ax_ins1.bar(sub_amb_df["Amb Subplot Bin Center (°C)"], sub_amb_df["Amb Subplot Count"],            width=0.5, color=color_amb, edgecolor='black', linewidth=0.4)ax_ins1.set_title('Amb 42.8°C', fontsize=10, pad=2)ax_ins1.set_xlabel('Temp (°C)', fontsize=8, labelpad=2)ax_ins1.set_ylabel('count', fontsize=8, labelpad=2)ax_ins1.set_xlim(3742)ax_ins1.set_ylim(050)ax_ins1.tick_params(axis='both', labelsize=8)ax_ins2 = fig.add_axes([0.760.580.120.24])ax_ins2.bar(sub_heated_df["Heated Subplot Bin Center (°C)"], sub_heated_df["Heated Subplot Count"],            width=0.5, color=color_amb, edgecolor='black', linewidth=0.4)ax_ins2.set_title('Heated 50.9°C', fontsize=10, pad=2)ax_ins2.set_xlabel('Temp (°C)', fontsize=8, labelpad=2)ax_ins2.set_ylabel('count', fontsize=8, labelpad=2)ax_ins2.set_xlim(4246)ax_ins2.set_ylim(0200)ax_ins2.tick_params(axis='both', labelsize=8)output_image_path = os.path.join(output_dir, "brazil_warming_plot.png")plt.savefig(output_image_path, bbox_inches='tight')plt.close()print(f"Plot successfully saved to: {output_image_path}")

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  1. CONNECT:[ UseTime:0.000461s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000756s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.009822s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000325s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000600s ]
  6. SELECT * FROM `set` [ RunTime:0.000238s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000679s ]
  8. SELECT * FROM `article` WHERE `id` = 497283 LIMIT 1 [ RunTime:0.006220s ]
  9. UPDATE `article` SET `lasttime` = 1783037628 WHERE `id` = 497283 [ RunTime:0.011143s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000298s ]
  11. SELECT * FROM `article` WHERE `id` < 497283 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000506s ]
  12. SELECT * FROM `article` WHERE `id` > 497283 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.069332s ]
  13. SELECT * FROM `article` WHERE `id` < 497283 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.059572s ]
  14. SELECT * FROM `article` WHERE `id` < 497283 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.031805s ]
  15. SELECT * FROM `article` WHERE `id` < 497283 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.059338s ]
0.367069s