期刊名称：IOP Conference Series: Earth and Environmental Science
印刷版ISSN：1755-1307
电子版ISSN：1755-1315
出版年度：2020
卷号：474
期号：7
DOI：10.1088/1755-1315/474/7/072001
语种：English
出版社：IOP Publishing
摘要：In our paper, we find data of 178 states and then establish a series of models to identify and predict the influences of climate change on states' fragility. First, we select representative indexes. Then we employ K-means Clustering Analysis method to classify the state's fragility. Next we conducted collinearity test and parallelism test. Lastly, we made improvements to the model to enhance the impact of climate change on vulnerability.
