美国大陆地区住宅空调普及情况的综合数据集
Yoonjung Ahn1, Christopher K Uejio2
1Department of Geography & Atmospheric Science, University of Kansas, Lawrence, KS, USA. yjahn@ku.edu.
Scientific data
|November 1, 2025
概括
本研究提供了美国住宅空调 (AC) 接入的最详细的地图. 这些发现对于理解热的脆弱性和促进能源公平至关重要.
科学领域:
- 环境科学 环境科学
- 公共卫生 公共卫生
- 数据科学数据科学数据科学
背景情况:
- 美国对住宅空调 (AC) 普及程度的了解有限.
- 在AC接入的地理和人口差异没有被充分记录.
- 对公共卫生,气候适应和能源公平来说,交流电的接入至关重要.
研究的目的:
- 为了创建最全面的住宅AC流行率在美国大陆的估计.
- 提供全国覆盖范围和人口普查区,邮政编码和大都市级别的空间分辨率的数据.
- 为了解决了解AC接入差异的差距.
主要方法:
- 利用Dewey数据库中超过1.03亿个住房单位的财产级数据.
- 采用XGBoost模型来归因和分类四种交流类型:中央,其他,蒸发式冷却器和没有.
- 纳入住房特征,社会经济指标和环境条件 (例如,冷却度日,高度) 进行预测.
主要成果:
- 开发了一个全面的数据集,估计了全国范围内的住宅AC流行率.
- 对中央和非AC类别的美国住房调查数据实现了强大的模型验证.
- 数据提供全国覆盖范围,在人口普查区,邮政编码和大都市层面提供空间分辨率.
结论:
- 该数据集解决了了解AC接入差异的关键差距.
- 对于公共卫生研究,气候适应战略和能源公平倡议至关重要.
- 能够集成到流行病学建模,弹性规划和热脆弱性评估的政策分析中.
相关概念视频
Refrigerators and Heat Pumps
3.0K
Refrigerators or heat pumps are heat engines operating in a reverse direction. For a refrigerator, the focus is on removing heat from a specific area, whereas, for a heat pump, the focus is on dumping heat into one particular area. A refrigerator (or heat pump) absorbs heat Qc from the cold reservoir at Kelvin temperature Tc and discards heat Qh to the hot reservoir at Kelvin temperature Th, while work W is done on the engine’s working substance.
A household refrigerator removes heat from...
A household refrigerator removes heat from...
3.0K
Heating and Cooling Curves
26.5K
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...
26.5K
Assessment of Ventilation I: Respiratory Rate
1.9K
Assessment of Ventilation
A Ventilation assessment is critical for monitoring a patient's health status. Respiration, one of the most accessible vital signs, provides insights into the function of numerous body systems and can indicate serious health issues, such as brainstem injuries from head trauma.
Critical Guidelines for Assessing Ventilation:
A Ventilation assessment is critical for monitoring a patient's health status. Respiration, one of the most accessible vital signs, provides insights into the function of numerous body systems and can indicate serious health issues, such as brainstem injuries from head trauma.
Critical Guidelines for Assessing Ventilation:
1.9K
Temperature Measurement Sites
3.1K
A thermometer measures body temperature. The common sites for measuring body temperature are the oral cavity, axillary region, temporal artery, and skin surface, such as the forehead, abdomen, and axilla. True core body temperature is assessed in the rectum, tympanic membrane, pulmonary artery, esophagus, and urinary bladder.
Oral: When assessing oral temperature, the thermometer tip should be placed under the tongue in the posterior sublingual pocket. It offers accurate readings and can be...
Oral: When assessing oral temperature, the thermometer tip should be placed under the tongue in the posterior sublingual pocket. It offers accurate readings and can be...
3.1K
Measurement of Air Content in Concrete
575
Air content measurement in concrete is critical for ensuring structural integrity and durability of concrete structures, especially in environments prone to severe weather conditions. Accurate air content analysis optimizes concrete's resistance to freeze-thaw cycles and enhances its workability and strength. Several methods are standardized under ASTM guidelines to measure the air content in fresh concrete, each suitable for different concrete types and conditions.
The pressure method,...
The pressure method,...
575
AC Sources
3.9K
Direct current is a flow of electric charge in only one direction and has a steady state of constant voltage in the circuit. Rectifiers, batteries, commutator-equipped generators, and fuel cells are some examples of devices that generate direct current. Nowadays, most applications use a time-varying voltage source. Alternating current is a flow of electric charge that periodically reverses direction. An alternating current is produced by an alternating emf that is generated in a power plant. If...
3.9K


