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基于 Copula 函数的游泳蟹温度和盐度指数保险研究。

Research on the insurance of swimming crab temperature and salinity index insurance based on Copula function.

机构信息

Department of Geography and Spatial Information Techniques, Ningbo University, Ningbo, China.

Business School of Ningbo Universities, Ningbo Universities, Ningbo, China.

出版信息

PLoS One. 2022 Aug 15;17(8):e0272940. doi: 10.1371/journal.pone.0272940. eCollection 2022.

Abstract

Under climate change, the sea surface temperature and salinity change greatly, which poses a considerable threat to sustainable food security. Sea surface temperature and salinity (SST/SSS) are selected to examine the annual output of swimming crab in 24 cities along the eastern China. The Copula-based function was used to construct the probability distribution model of the swimming crab yield with SST and SSS. The pure premium rate of the swimming crab production in these 24 cities are also examined. The results show that 1) There is significant positive correlations between the yield of swimming crab with temperature and salinity over the study area. The only exception is that the correlation between yield of swimming crab and salinity is not significant in the south of study area. 2) The span of the pure insurance premium rate of swimming crab in 24 cities increases rapidly with the increase of the protection level, the maximum span up to 2.04%, and the minimum span is only 1.6%. 3) The distribution of the swimming crab insurance premium rate is various in space. The insurance premium rate of 8 cities in the south of Taizhou is low with the highest premium rate at 5.6%. The insurance premium rate of 16 cities in north of Taizhou is relatively high with the rate between 6%-22%. The research can provide a theoretical basis for the pricing of insurance products for swimming crab in 24 cities in the typical aquaculture areas in eastern China.

摘要

在气候变化下,海水表面温度和盐度会发生巨大变化,这对可持续粮食安全构成了相当大的威胁。本研究选择海水表面温度和盐度(SST/SSS)来检验中国东部 24 个沿海城市养殖对虾的年产量。采用基于 Copula 的函数构建了养殖对虾产量与 SST 和 SSS 的概率分布模型。同时,还检验了这 24 个城市养殖对虾的纯保险费率。结果表明:1)研究区域内,对虾产量与温度和盐度之间存在显著的正相关关系。唯一的例外是在研究区域南部,对虾产量与盐度之间的相关性不显著。2)24 个城市养殖对虾的纯保险费率跨度随保护水平的增加而迅速增大,最大跨度可达 2.04%,最小跨度仅为 1.6%。3)养殖对虾保险费率的空间分布差异较大。台州南部 8 个城市的保险费率较低,最高保险费率为 5.6%。台州北部 16 个城市的保险费率相对较高,费率在 6%-22%之间。本研究可为中国东部典型养殖区 24 个沿海城市养殖对虾保险产品的定价提供理论依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a222/9377581/1f8aee2a8ab5/pone.0272940.g001.jpg

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