基于滑动窗的耕地输入强度和输出强度的结合分析
Jiayi Jiang1, Sijing Ye1,2, Peichao Gao1,2
1Faculty of Geographical Science, Beijing Normal University, Beijing, 100875, China.
MethodsX
|August 22, 2024
概括
农业的可持续强化 (SI) 现在包括一种新的方法来分析土地投入和产出之间的复杂关系. 这种方法有助于了解农业强度如何影响农业生产率和生态系统健康.
科学领域:
- 农业科学 农业科学
- 生态生态学 生态生态学
- 系统分析 系统分析
背景情况:
- 可持续强化 (SI) 旨在增加粮食生产,同时保持生态系统的健康.
- 现有的SI框架往往忽视了农业投入和产出之间的复杂联系.
- 了解这些联系对于优化土地利用和粮食安全至关重要.
研究的目的:
- 提出一种新的方法,用于对耕地投入和产出强度的结合分析.
- 开发一个用于估计SI的框架,以考虑复杂的相互作用.
- 为分析复杂系统中的驾驶和依赖变量提供一个工具.
主要方法:
- 采用移动窗口方法来分析输入和输出强度.
- 计算了相关系数和部分相关系数以确定关系.
- 开发了一个基于Python的框架来实施拟议的方法.
主要成果:
- 该方法揭示了相变和输入强度对输出强度的影响.
- 对中国的应用表明了省级输入和输出强度之间的相互作用.
- 该研究量化了农业系统中的合关系.
结论:
- 新方法为SI估计提供了更全面的方法.
- 它提供了关于农业输入-输出关系的动态的见解.
- 研究人员可以利用这个框架来分析复杂的合系统.
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