台风
威布尔分布
农业
农业生产力
地理
农作物产量
分布(数学)
作物
风险评估
环境科学
气象学
林业
统计
数学
计算机科学
数学分析
考古
计算机安全
出处
期刊:Atlantis Press eBooks
[Atlantis Press]
日期:2016-01-01
卷期号:: 207-213
标识
DOI:10.2991/978-94-6239-177-2_21
摘要
This paper evaluates agricultural catastrophe risk in Guangdong province based on the approach of agricultural catastrophe risk assessment, which can be shown as the process of crop loss collection, Monte Carlo simulation, the generalized extreme value distribution (GEV) fitting, and risk calculation. The Type III Extreme distribution (Weibull) has a weighted advantage of modeling agricultural catastrophe risk for crop production. The impact of typhoon catastrophe to crop production in Guangdong province was serious. Given the scenario of suffering once-in-a-century typhoon disaster in Guangdong province, the probability of 10 % reduction in crop production reached more than 14.168 %. In addition, the risk of drought and flood catastrophe in Guangdong province was not very serious.
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