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相关概念视频

Sustainable Development01:43

Sustainable Development

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As the human population continues to grow and use resources, we must be mindful of our planet’s natural limits. Sustainable development provides a pathway to maintain and improve human life now while also ensuring that future generations will have the resources that they need. The long-term success of sustainability efforts rests on understanding the interplay between human actions and ecological systems.
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Modeling and Similitude01:12

Modeling and Similitude

284
Scaled modeling is a fundamental technique in engineering, enabling the study of large and complex systems by creating smaller, manageable replicas that recreate critical characteristics of the original. In hydrology and civil infrastructure, for example, scaled models of dams help analyze water flow, turbulence, and pressure. This method allows for accurate predictions of real-world behavior within a controlled environment, significantly reducing the cost and time involved in full-scale...
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Mechanistic Models: Compartment Models in Individual and Population Analysis01:23

Mechanistic Models: Compartment Models in Individual and Population Analysis

64
Mechanistic models are utilized in individual analysis using single-source data, but imperfections arise due to data collection errors, preventing perfect prediction of observed data. The mathematical equation involves known values (Xi), observed concentrations (Ci), measurement errors (εi), model parameters (ϕj), and the related function (ƒi) for i number of values. Different least-squares metrics quantify differences between predicted and observed values. The ordinary least...
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Mechanistic Models: Overview of Compartment Models01:21

Mechanistic Models: Overview of Compartment Models

104
Mechanistic models, a category encompassing both physiological and compartmental modeling, differ from empirical models' approaches to incorporating known factors about the systems being modeled. Empirical models describe data with minimal assumptions, while mechanistic models aim to provide a robust description of available data by specifying assumptions and integrating known factors about the system. Compartmental analysis is a key example of a mechanistic model in pharmacokinetics and...
104
Typical Model Studies01:30

Typical Model Studies

376
Fluid mechanics model studies often utilize scaled-down systems to predict fluid behavior in full-scale environments, such as river flows, dam spillways, and structures interacting with open surfaces. Maintaining Froude number similarity in river models is crucial, as it replicates surface flow features like wave patterns and velocities.
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One-Degree-of-Freedom System01:24

One-Degree-of-Freedom System

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In mechanical engineering, one-degree-of-freedom systems form the basis of a wide range of electrical and mechanical components. Using these models, engineers can predict the behavior of various parts in a larger system, which gives them insight into how different forces interact with each other.
A one-degree-of-freedom system is defined by an independent variable that determines its state and behavior. One example of a one-degree-of-freedom system is a simple harmonic oscillator, such as a...
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相关实验视频

Updated: Jul 15, 2025

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
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Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm

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在为可持续发展建模动态系统方面取得的进展.

Noelle E Selin1,2, Amanda Giang3,4, William C Clark5

  • 1Institute for Data, Systems, and Society, Massachusetts Institute of Technology, Cambridge, MA 02139.

Proceedings of the National Academy of Sciences of the United States of America
|September 26, 2023
PubMed
概括
此摘要是机器生成的。

动态建模的近期进展增强了对可持续发展的自然社会系统的理解. 进步解决了将模型应用于现实世界问题的挑战,改善了为人类福祉做出决策.

关键词:
用于可持续发展的建模.基于地点的方法.基于部门的方法以部门为基础的方法.理论构建方法的方法.理论测试方法的理论测试方法.

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科学领域:

  • 可持续性科学 可持续性科学
  • 复杂系统建模 复杂系统建模
  • 自然与社会的互动.

背景情况:

  • 可持续发展面临的挑战是整合复杂的自然社会系统.
  • 传统的建模方法往往难以解决现实世界的可持续性问题.
  • 动态建模的最新进展为理解这些系统提供了新的途径.

研究的目的:

  • 评估近期在为可持续发展建模自然社会系统方面取得的进展.
  • 突出动态建模方法及其在应对可持续发展挑战中的应用.
  • 讨论这些方法如何推进理论,并为可持续发展科学中的行动提供信息.

主要方法:

  • 对自然社会系统应用的动态建模方法的审查.
  • 分析建模实践的四个关键阶段的进展:目的定义,组件选择,相互作用分析和干预评估.
  • 具体行业和地方应用的例子,证明了更好的理解和行动.

主要成果:

  • 动态建模的进步已经开始解决可持续发展的长期挑战.
  • 方法改善了对定义目的,选择组件,分析相互作用和评估干预措施的理解和明智行动.
  • 在特定行业和地点的应用突出了对人类福祉和可持续性时间表更广泛影响的潜力.

结论:

  • 新兴的建模方法对于推进自然社会系统理论和实践至关重要.
  • 进一步利用这些方法可以加强框架的采用,澄清概念,并帮助发展假设.
  • 持续开发和应用动态模型对于有效的可持续发展战略至关重要.