世界季节:一个季节分类系统,在一年内插入生物群分类,以便在气候科学中更好地进行时间聚合
Chris Littleboy1, Jens-Arne Subke2, Nils Bunnefeld2
1Biological & Environmental Sciences, Faculty of Natural Sciences, University of Stirling, Stirling, United Kingdom. chris.littleboy@stir.ac.uk.
Scientific data
|August 27, 2024
概括
这项研究引入了一个新的季节分类系统,以更好地分析气候数据. 它将地球划分为四个气候区,使季节变化及其影响能够更准确地跟踪.
科学领域:
- 气候科学 气候科学
- 环境科学 环境科学
- 数据科学数据科学数据科学
背景情况:
- 当前的科学分析通常每年汇总数据,掩盖季风和干旱等现象中的季节性模式.
- 这种时间聚合导致冗余数据,掩盖了重要的跨时间和空间趋势.
研究的目的:
- 开发一个季节性分类系统,以改善比较科学分析中的时间框架.
- 为了使更多针对性地研究季节性气候变化及其影响.
主要方法:
- 全球陆地分为四个主要气候区:沙漠,北极和高山,热带和温带.
- 使用特定区域变量和权重来定义基于气候数据的离散月度季节的集群分析.
- 利用气候数据可用性和人工智能方面的进步.
主要成果:
- 在定义的气候区内将月份分为离散的季节的新系统.
- 该系统有助于回答有关气候变化的具体全球比较问题.
- 有潜力解决有关冬季冰面变化,旱季野火频率和季风洪水严重性的问题.
结论:
- 拟议的季节性分类系统为了解气候动态提供了更细致的方法.
- 它增强了对季节性现象进行全球比较分析的能力.
- 代表生物组概念的现代延伸,由数据和人工智能进步驱动.
相关概念视频
Global Climate Change
24.3K
Throughout its ~4.5 billion year history, the Earth has experienced periods of warming and cooling. However, the current drastic increase in global temperatures is well outside of the Earth’s cyclic norms, and evidence for human-caused global climate change is compelling. Paleoclimatology, the study of ancient climate conditions, provides ample evidence for human-caused global climate change by comparing recent conditions with those in the past.
24.3K
What is Climate?
18.4K
Climate refers to the prevailing weather conditions in a specific area over an extended period. As the saying goes, “Climate is what you expect. Weather is what you get.” Climate is influenced by geographic factors, such as latitude, terrain, and proximity to bodies of water.
18.4K
Aggregates Classification
310
Aggregate classification is generally based on its size, petrographic characteristics, weight, and source. Size classification ranges from coarse to fine aggregates, defined by the size of the particles. Coarse aggregates are particles that do not pass through ASTM sieve No. 4, and aggregates that pass through the sieve are fine aggregates.
Petrographic classification groups aggregates based on common mineralogical characteristics. Some of the common mineral groups found in aggregates are...
Petrographic classification groups aggregates based on common mineralogical characteristics. Some of the common mineral groups found in aggregates are...
310
Classification of Systems-I
177
Linearity is a system property characterized by a direct input-output relationship, combining homogeneity and additivity.
Homogeneity dictates that if an input x(t) is multiplied by a constant c, the output y(t) is multiplied by the same constant. Mathematically, this is expressed as:
Homogeneity dictates that if an input x(t) is multiplied by a constant c, the output y(t) is multiplied by the same constant. Mathematically, this is expressed as:
177
Biological Clocks and Seasonal Responses
34.6K
The circadian—or biological—clock is an intrinsic, timekeeping, molecular mechanism that allows plants to coordinate physiological activities over 24-hour cycles called circadian rhythms. Photoperiodism is a collective term for the biological responses of plants to variations in the relative lengths of dark and light periods. The period of light-exposure is called the photoperiod.
34.6K
Classification of Systems-II
137
Continuous-time systems have continuous input and output signals, with time measured continuously. These systems are generally defined by differential or algebraic equations. For instance, in an RC circuit, the relationship between input and output voltage is expressed through a differential equation derived from Ohm's law and the capacitor relation,
137


