相关实验视频
Updated: Jul 4, 2025

12:44
Watershed Planning within a Quantitative Scenario Analysis Framework
Published on: July 24, 2016
8.0K
水资源,环境和生态保护的深度学习:成就和挑战
Xiaohua Fu1, Jie Jiang1,2, Xie Wu3
1Ecological Environment Management and Assessment Center, Central South University of Forestry and Technology, Changsha, 410004, People's Republic of China.
Environmental science and pollution research international
|February 2, 2024
概括
深度学习 (DL) 为生态保护和水资源管理提供了强大的数据表示. 本综述探讨了DL在水科学中的应用,帮助可持续发展和环境保护.
科学领域:
- 环境科学 环境科学
- 水资源管理 水资源管理
- 人工智能的人工智能
背景情况:
- 经济发展对生态产生重大影响,特别是水污染.
- 可持续发展需要有效的水资源管理和生态保护.
- 深度学习 (DL) 在各个领域的数据表示方面表现出色.
研究的目的:
- 审查DL在水资源管理,环境保护和水生态学方面的发展和应用.
- 介绍DL概念,建模步骤和算法评估.
- 分析DL算法,并为水科学应用提供建议.
主要方法:
- 关于DL在水科学中的应用的综合文献综述.
- 介绍DL概念:数据准备,算法选择,模型评估.
- 对常见DL算法的优缺点进行分析.
主要成果:
- 在解决与水有关的挑战方面,DL显示出巨大的潜力.
- DL提供了对生态和资源管理至关重要的更丰富的数据表示.
- 分析了特定的DL算法,以确定它们在不同水科学研究中的适用性.
结论:
- DL是推动水科学和智能水资源管理的一个有前途的工具.
- 有效的DL应用需要仔细的算法选择和模型评估.
- 本综述为未来在水科学和环境保护领域的DL开发提供了洞察力.
相关概念视频
Design Example: Analyzing Capacity Contours for Flood Risk Assessment
47
Flood risk assessment involves careful planning and analysis to ensure the safety of communities near water retention structures. Capacity contours are a vital tool in this process, as they illustrate the potential spread of water at specific levels in a given area. In the context of building a bund across a small valley, these contours play a critical role in evaluating the safety of nearby residential areas.In this example, the bund is intended to store stormwater in the valley. The engineers...
47
What is an Ecosystem?
39.6K
Overview
39.6K
Responses to Drought and Flooding
10.7K
Water plays a significant role in the life cycle of plants. However, insufficient or excess of water can be detrimental and pose a serious threat to plants.
10.7K
Sustainable Development
13.3K
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.
13.3K
Hydraulic Jump: Problem Solving
61
To analyze a hydraulic jump in a rectangular channel with a flow speed of 6 meters per second, follow these steps:Calculate Effective Upstream Velocity:When the downstream gate closes, a hydraulic jump forms, traveling upstream at 2 meters per second. This wave speed combines with the initial channel flow velocity, creating an effective upstream velocity.Identify Flow Velocities Before and After the Hydraulic Jump:Upstream of the hydraulic jump, the effective flow velocity includes both the...
61
Gradually Varying Flow
51
Gradually varying flow (GVF) in open channels describes situations where water depth changes slowly along the channel due to factors like non-uniform bed slope, channel shape variations, or obstructions. This flow type occurs when the depth adjusts gradually to balance gravitational forces, shear forces, and energy requirements, resulting in a low rate of depth change.Characteristics of Gradually Varying FlowGVF is commonly observed in natural streams, rivers, and canals, where flow depth...
51

