Who am I

I am Guankui Liu, a postdoctoral fellow at the College of Marine Living Resource Sciences and Management, Shanghai Ocean University. My research integrates remote sensing, ecology, and Earth sciences with advanced statistical and machine learning techniques to tackle complex fisheries challenges.

Below is a word cloud representation of my research, based on the titles and abstracts of my publications prior to 2025.

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import jieba.analyse
import numpy as np
import matplotlib.pyplot as plt
from PIL import Image
from wordcloud import WordCloud, ImageColorGenerator

plt.rcParams["figure.dpi"] = 1200

with open('Mypaper_abstract.txt', encoding='utf-8') as f:
    text = f.read()
    
freq = jieba.analyse.extract_tags(text, topK=100, withWeight=True)
freq = {i[0]: i[1] for i in freq}

mask = np.array(Image.open("./Shark_color_mask.png"))
wc = WordCloud(mask=mask, font_path='./Hiragino.ttf', mode='RGBA',
               background_color=None).generate_from_frequencies(freq)

image_colors = ImageColorGenerator(mask)
wc.recolor(color_func=image_colors)

plt.imshow(wc)
plt.axis("off")
plt.show()