相关实验视频
Updated: Jul 3, 2025

06:10
Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
961
从1986年到2020年,为美国大陆的当地气候区绘制城市形式的地图
Meng Qi1, Chunxue Xu2, Wenwen Zhang3
1School of Public and International Affairs, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24060, USA.
Scientific data
|February 13, 2024
概括
本研究介绍了美国大陆首个高分辨率的纵向局部气候区 (LCZ) 地图,对于了解城市化对微型气候和公共卫生的影响至关重要.
科学领域:
- 城市气候学 城市气候学
- 地理信息系统 (GIS) 是指地理信息系统.
- 环境科学环境科学
背景情况:
- 城市化显著改变了土地表面的特性,影响了微气候,人类活动和健康.
- 城市形式的纵向测量对于量化这些关系至关重要.
- 现有的局部气候区 (LCZ) 地图缺乏大规模的纵向数据.
研究的目的:
- 开发一种用于绘制美国大陆纵向LCZ的新方法.
- 从1986年到2020年创建高分辨率 (100米) 的LCZ地图.
- 提供适用于其他地区的可扩展方法.
主要方法:
- 开发了轻量级的上下文随机森林模型.
- 利用混合模型开发管道,结合众包和专家标签.
- 采用云启用建模用于大规模数据处理.
主要成果:
- 在LCZ分类中获得了0.76的整体准确性.
- 各班级的F1分数在0.55到0.96.6之间.
- 产生了美国大陆的第一个高分辨率的纵向LCZ数据集.
结论:
- 开发的方法可以创建可扩展的,纵向的LCZ地图.
- 这一数据集对于地球系统科学,城市规划和公共卫生研究具有价值.
- 该方法可以将其推广到其他国家和大陆.
相关概念视频
Global Climate Change
24.4K
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.
24.4K
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 Climate?
18.5K
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.
18.5K
Selected Data About Geographic Locations
27
Geographic Information Systems (GIS) rely on two core types of data: spatial data and attribute data.Spatial DataSpatial data defines the physical location of features within a coordinate system, typically expressed in terms of latitude and longitude. It provides precise positioning for elements like roads, rivers, or buildings.Attribute DataAttribute data complements spatial data by adding descriptive information about these features. For example, a road's spatial data includes its start and...
27
Hybrid Zones
17.0K
Hybrid zones are narrow regions where two closely related species interact, mate, and produce hybrids. Relative to either parent species, hybrids may possess distinct phenotypic or genetic differences that impact their survival and reproductive success. The genetic variances introduced by hybridization influence species diversity and speciation processes within the hybrid zone.
17.0K
Heating and Cooling Curves
22.8K
When a substance—isolated from its environment—is subjected to heat changes, corresponding changes in temperature and phase of the substance is observed; this is graphically represented by heating and cooling curves.
For instance, the addition of heat raises the temperature of a solid; the amount of heat absorbed depends on the heat capacity of the solid (q = mcsolidΔT). According to thermochemistry, the relation between the amount of heat absorbed or released by a substance, q, and its...
For instance, the addition of heat raises the temperature of a solid; the amount of heat absorbed depends on the heat capacity of the solid (q = mcsolidΔT). According to thermochemistry, the relation between the amount of heat absorbed or released by a substance, q, and its...
22.8K

