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基于2012—2022年中国省级森林火灾和消防无人机产业数据,运用双重固定效应模型研究森林火灾对消防无人机产业发展的影响机制。研究发现:森林火灾的发生不仅驱动了消防无人机整体产业的发展,而且能促进消防无人机高新技术企业的发展;政府公共安全支出和低空产业集聚是森林火灾正向影响消防无人机产业发展的核心机制;森林火灾的发生对消防无人机产业发展的促进作用存在明显的区域异质性,其中东、西部省份较为显著,而中部省份则不显著;东部省份的公共安全支出和低空产业集聚机制均显著,西部省份则只有公共安全支出机制显著。由此提出应在政策设计中考虑森林火灾不确定性、加强智慧消防采购规划、构建产业生态圈和低空产业链区域协同等方面的对策建议。

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森林火灾对消防无人机产业发展的影响机制
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杨超 1 , 吴鸿轩 2,1 , 陈俊宇 1 , 杨熠 1 , 刘雅琪 1
科技和产业 | 2026,26(11): 20-30
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科技和产业 2026 , 26 (11) : 20 -30
森林火灾对消防无人机产业发展的影响机制
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杨超1 , 吴鸿轩2,1 , 陈俊宇1 , 杨熠1 , 刘雅琪1
作者信息
  • 1. 中国矿业大学公共管理学院(应急管理学院),徐州221116
  • 2. 厦门大学教育研究院,厦门361005
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出版时间: 2026-06-10
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基于2012—2022年中国省级森林火灾和消防无人机产业数据,运用双重固定效应模型研究森林火灾对消防无人机产业发展的影响机制。研究发现:森林火灾的发生不仅驱动了消防无人机整体产业的发展,而且能促进消防无人机高新技术企业的发展;政府公共安全支出和低空产业集聚是森林火灾正向影响消防无人机产业发展的核心机制;森林火灾的发生对消防无人机产业发展的促进作用存在明显的区域异质性,其中东、西部省份较为显著,而中部省份则不显著;东部省份的公共安全支出和低空产业集聚机制均显著,西部省份则只有公共安全支出机制显著。由此提出应在政策设计中考虑森林火灾不确定性、加强智慧消防采购规划、构建产业生态圈和低空产业链区域协同等方面的对策建议。

森林火灾  /  无人机  /  消防无人机  /  低空经济  /  公共安全支出
杨超, 吴鸿轩, 陈俊宇, 杨熠, 刘雅琪. 森林火灾对消防无人机产业发展的影响机制. 科技和产业, 2026 , 26 (11) : 20 -30 .
  • 国家自然科学基金项目
  • 中国矿业大学国家级大学生创新创业训练计划项目
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  • 接收时间:2026-03-05
  • 首发时间:2026-10-27
  • 出版时间:2026-06-10
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  • 收稿日期:2026-03-05
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国家自然科学基金项目
中国矿业大学国家级大学生创新创业训练计划项目
作者信息
    1. 中国矿业大学公共管理学院(应急管理学院),徐州221116
    2. 厦门大学教育研究院,厦门361005
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2种不同金属材料的力学参数
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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