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Bridging accuracy and efficiency: advancing mean radiant temperature measurement in urban ecology 衔接精度与效率:推进城市生态平均辐射温度测量。
IF 2.6 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2025-10-16 DOI: 10.1007/s00484-025-03038-8
Aubrey Benson, Ben R. Crawford, John M. Frank, Ariane Middel, George P. Valentine, Travis Warziniack, Melissa R. McHale

Extreme summertime heat is an increasing challenge for cities, highlighting the need to measure and map temperature in ways that reflect human thermal experiences and inform land management decisions. Mean radiant temperature (({T}_{mrt})) is a key metric for assessing urban heat at hyper-local scales, yet its measurement remains technically challenging. In this study, we apply the six-directional gold standard method for measuring ({T}_{mrt}) alongside globe thermometer-based approaches across multiple levels of spatial aggregation and develop a novel machine learning model trained on field data. Data were collected in a semi-arid city in Colorado, USA, over two summers. Using measurements from residential parcels, we show that aggregated globe thermometer data—collected using a low-cost, accessible sensor—can capture thermal patterns across landscapes with reasonable accuracy. Our findings also indicate that machine learning, combining six-directional and globe thermometer data, has potential to improve both measurement accuracy and efficiency. This work advances practical methods using both low and high-cost micrometeorology instruments to address socio-ecological questions in cities.

夏季极端高温对城市来说是一个日益严峻的挑战,因此需要以反映人类热体验的方式测量和绘制温度地图,并为土地管理决策提供信息。平均辐射温度([公式:见文本])是评估超局部尺度城市热量的关键指标,但其测量在技术上仍然具有挑战性。在这项研究中,我们将六向金标准方法应用于测量[公式:见文本]以及基于全球温度计的方法,跨越多个空间聚集层,并开发了一种基于现场数据训练的新型机器学习模型。数据收集于美国科罗拉多州一个半干旱的城市,历时两个夏天。通过对住宅地块的测量,我们展示了使用低成本、易于使用的传感器收集的全球温度计数据,可以以合理的精度捕获景观中的热模式。我们的研究结果还表明,结合六方向和全球温度计数据的机器学习有可能提高测量精度和效率。这项工作推进了使用低成本和高成本微气象仪器解决城市社会生态问题的实用方法。
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引用次数: 0
Estimation of chill and heat requirements of Peach and nectarine cultivars under mild Climatic conditions in Morocco 摩洛哥温和气候条件下桃和油桃品种对冷热需求的估计。
IF 2.6 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2025-10-15 DOI: 10.1007/s00484-025-03048-6
Meryem Erami, Ossama Kodad, Houssam-eddine Boukhriss , Halima Hajjioui, Hakim Outghouliast, Jamal Charafi, Tarik Ainane, Sanaa Cherroud, Adnane El Yaacoubi

In the context of current and future climate change, determination of the agro-climatic requirements of fruit tree species represents a central issue in horticulture and are essential to highlight the potential effect of temperature variation on the tree phenology and the dormancy process. To reach this purpose, forcing tests were performed on 11 peach and 6 nectarine cultivars in Meknes region, Morocco over two years (2020/2021 and 2021/2022) in order to determine the potential date of the endodormancy release, as well as the endodormancy and ecodormancy phases. The objective was to estimate the chill and heat requirements for each cultivar. We also identified the effects of temperature variation on the flowering rate, the rate of fruit set and the rate of fruit drop in some cultivars. The results showed considerable differences in dormancy release date, floral phenology and agro-climatic requirements among all the studied cultivars, since these requirements have ranged around 225–578 Chill Hours (CH), 396–728 Chill Units (CU), 21.9–39.7 Chill Portions (CP) and 4 680 − 10 629 Growing Degree Hours (GDH) for peach, and around 269–482 CH, 375–710 CU, 22.1–37.8 CP and 6 172 -9 325 GDH for nectarine according to Chill Hours, Utah, Dynamic and GDH models respectively. The peach and nectarine cultivars were classified into three groups, ranged from early flowering cultivars (mid-February) that exhibited early dormancy release (end of December) and low chill requirements to late flowering cultivars (mid-March), requiring a longer dormancy period (until the first week of February) and high chill requirements. Unlike Honey Cascade, Summer Lady is less sensitive to bud and fruit drop during warm autumns and winter chill deficits, making it a promising genetic resource for breeding programs. In the face of climate change, opting for peach and nectarine cultivars with low to medium chill requirements is essential. This adaptation is crucial to ensure the sustainability of fruit production in the context of climate change.

在当前和未来气候变化的背景下,确定果树物种的农业气候需求是园艺的核心问题,对于突出温度变化对树木物候和休眠过程的潜在影响至关重要。为了达到这一目的,在摩洛哥梅克内斯地区对11个桃子和6个油桃品种进行了两年(2020/2021年和2021/2022年)的强制试验,以确定内休眠释放的潜在日期,以及内休眠和生态休眠阶段。目的是估计每个品种对冷和热的需求。我们还确定了温度变化对部分品种开花率、坐果率和落果率的影响。结果表明,各品种在休眠释放日期、花物候和农业气候需求方面存在较大差异,根据Chill Hours、Utah、Dynamic和GDH模型,桃树的休眠释放时间、花物候和农业气候需求分别为225 ~ 578冷时(CH)、396 ~ 728冷单位(CU)、21.9 ~ 39.7冷份(CP)和4 680 ~ 10 629生长度小时(GDH),油桃为269 ~ 482冷时、375 ~ 710冷单位(CU)、22.1 ~ 37.8 CP和6 172 ~ 9 325生长度小时。桃和油桃品种分为早花品种(2月中旬)和晚花品种(3月中旬),前者休眠时间早(12月底),需要量低,而前者休眠时间长(至2月第一周),需要量高。与蜜级瀑布不同,在温暖的秋天和寒冷的冬天,夏瓢虫对芽和果实掉落不那么敏感,这使它成为育种计划中有前途的遗传资源。面对气候变化,选择低到中等低温要求的桃和油桃品种是必不可少的。这种适应对于确保在气候变化背景下水果生产的可持续性至关重要。
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引用次数: 0
Shifts in phenological phase of global terrestrial vegetation during the past three decades 近30年来全球陆地植被物候期的变化。
IF 2.6 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2025-10-14 DOI: 10.1007/s00484-025-03053-9
Lei Jin, Hongfang Zhao, Ling Huang, Quanbo Zhao, Siji Xu, Shiyu Qu, Xuhui Wang

Dynamic shifts in plant phenology significantly influence global carbon cycles, biodiversity, and ecosystem resilience. While conventional phenological methods primarily focus on discrete events such as the start or end of growing seasons, they often fail to capture the continuous and interconnected nature of plant growth. In this study, we address these challenges by employing the phase method——dynamic time warping, a novel framework inspired by the concept of phase in physics, to characterize phenological dynamics as a continuous process. Leveraging satellite-derived normalized difference vegetation index (NDVI) data and model simulated leaf area index (LAI) datasets, we extracted the global phenological phase shifts from 1982 to 2016. Our results revealed well-simulated spring phenological phase advances and subtle autumn phenological phase shifts in mid-to-high latitudes. However, models exhibited limited accuracy in capturing the delayed phases of the growing season in tropical regions and the advanced growing season phases in arid regions. Therefore, these findings provide new insights into vegetation dynamic responses to climate change, underscoring the long-term and global ecological impacts. They also highlight the necessity of integrating phenological phase responses into climate models to enhance predictive accuracy.

植物物候的动态变化显著影响全球碳循环、生物多样性和生态系统恢复力。虽然传统的物候方法主要关注生长季节的开始或结束等离散事件,但它们往往无法捕捉到植物生长的连续和相互联系的本质。在本研究中,我们通过采用相位方法-动态时间扭曲来解决这些挑战,这是一种受物理学中相位概念启发的新框架,将物候动力学表征为连续过程。利用卫星导出的归一化植被指数(NDVI)数据和模型模拟的叶面积指数(LAI)数据,提取了1982 - 2016年全球物候相移。我们的研究结果显示,在中高纬度地区,春季物候期的推进和秋季物候期的微妙变化得到了很好的模拟。然而,模式在捕捉热带地区生长季节的延迟阶段和干旱地区生长季节的提前阶段方面表现出有限的准确性。因此,这些发现为植被对气候变化的动态响应提供了新的见解,强调了长期和全球的生态影响。他们还强调了将物候相响应整合到气候模型中以提高预测准确性的必要性。
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引用次数: 0
Bioclimate analogue regions - finding present day examples for future bioclimatic conditions 生物气候模拟区域-为未来的生物气候条件寻找当前的例子。
IF 2.6 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2025-10-14 DOI: 10.1007/s00484-025-03052-w
Niels Döscher, Julia Mietz, Alexander Graf, Pablo Fernández de Arróyabe Hernáez, Michael Leuchner

This study combines the method of climate analogue regions with a bioclimatic approach. Bioclimate analogue regions were determined for the Rhenish lignite mining area in western Germany, which will face a major structural change in the following decades. These analogue regions currently experience a similar number of days with heat stress compared to the projected future (RCP8.5) at the end of the century in the investigation area. The method is based on the Universal Thermal Climate Index (UTCI) parameters temperature, solar radiation, wind and relative humidity in 3-h temporal resolution while taking day- and night-time values into account. The analogues were calculated for an ensemble of 15 GCM-RCM model combinations from EURO-CORDEX data. The results suggest that analogue regions of the Rhenish lignite mining area are most likely to be found in southern Europe. The highest similarities for the whole ensemble can be found around the Gulf du Lion in southern France. However, some other regions, e.g. around the Black Sea, north of the Balkan Mountains or south of Bordeaux are good fits in some individual model results. While some of these regions are in accordance with previous studies on climate analogue regions, some others were unexpected. The study further shows advantages of using full-coverage instead of punctual data for climate analogue determination, as the results in this study exhibit a high level of spatial detail. For areas facing major structural changes, knowledge of possible climate futures and their present examples can be key aspects for regional planning.

本研究将气候模拟区方法与生物气候学方法相结合。在德国西部的莱茵褐煤矿区确定了生物气候模拟区域,该地区将在未来几十年内面临重大的结构变化。与本世纪末调查区域预测的未来(RCP8.5)相比,这些模拟区域目前经历的热应激天数相似。该方法基于通用热气候指数(UTCI)参数,温度、太阳辐射、风和相对湿度在3小时的时间分辨率,同时考虑了白天和夜间的值。从EURO-CORDEX数据中计算了15个GCM-RCM模型组合的类似物。结果表明,类似莱茵褐煤矿区的地区最有可能在南欧发现。在法国南部的狮子湾周围,可以发现整个群落的相似性最高。然而,其他一些地区,例如黑海周围、巴尔干山脉北部或波尔多南部,在某些单独的模型结果中很适合。虽然其中一些区域与以前对气候模拟区域的研究一致,但其他一些区域则出乎意料。该研究进一步显示了使用全覆盖数据而不是准时数据进行气候模拟测定的优势,因为本研究的结果显示了高水平的空间细节。对于面临重大结构变化的地区,了解未来可能发生的气候变化及其目前的例子可能是区域规划的关键方面。
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引用次数: 0
The evaluation of medical mud pack treatment from the patient’s perspective in different musculoskeletal disorders- A prospective study 从患者角度评价医用泥包治疗不同肌肉骨骼疾病的前瞻性研究
IF 2.6 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2025-10-14 DOI: 10.1007/s00484-025-03044-w
Fatih Karaarslan, Fulya Demircioğlu Güneri, Hülya Özen, Ersin Odabaşı

This study evaluated patient satisfaction and expectation levels in individuals with chronic low back pain (LBP), myofascial pain syndrome (MPS), and knee osteoarthritis (KOA) who received mud pack therapy (MPT). It also investigated the relationship between these conditions and pain levels, global assessment results, and side effects. We assessed 250 patients (n = 74 for LBP, n = 75 for MPS, n = 101 for KOA) who underwent twelve sessions of MPT at 43 °C, lasting 30 min each. Patients continued their routine care and completed surveys on satisfaction and expectations, as well as measures of pain (VAS-pain), global assessment (VAS-PGA), and acceptable symptom state (PASS). Satisfaction levels were reported as “satisfied” or “definitely satisfied” by 93.1% to 96% of patients. Expectations were met by 86.7% to 89.2% of patients. Both VAS-pain and VAS-PGA showed statistically significant improvements after treatment (p < 0.001), though there were no differences between groups (p = 0.794 for VAS-pain, p = 0.234 for VAS-PGA). The PASS evaluation showed no significant group differences (p = 0.274). No serious side effects were reported, except for mild, short-term increases in pain. MPT is an effective treatment providing significant pain relief for LBP, MPS, and KOA patients, with high satisfaction and expectation fulfillment among participants.

本研究评估了慢性腰痛(LBP)、肌筋膜疼痛综合征(MPS)和膝关节骨关节炎(KOA)患者接受泥敷治疗(MPT)的满意度和期望水平。它还调查了这些情况与疼痛程度、总体评估结果和副作用之间的关系。我们评估了250例患者(LBP患者74例,MPS患者75例,KOA患者101例),他们在43°C下接受了12次MPT,每次持续30分钟。患者继续接受常规护理,并完成满意度和期望调查,以及疼痛测量(VAS-pain)、整体评估(VAS-PGA)和可接受症状状态(PASS)。93.1%至96%的患者报告满意度为“满意”或“绝对满意”。86.7% ~ 89.2%的患者达到预期。治疗后VAS-pain和VAS-PGA均有统计学意义的改善(p
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引用次数: 0
Effects of repeated balneotherapy on skin hydration and psychophysiological stress: findings from a 16-week korean spa trial 反复按摩疗法对皮肤水合作用和心理生理压力的影响:来自16周韩国水疗试验的结果。
IF 2.6 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2025-10-13 DOI: 10.1007/s00484-025-03034-y
Hana Yu, Jinyoung Kwak, Sunhee Lee, Chang-Mok Lee, Jong-Min Woo

Balneotherapy has traditionally been associated with skin health and psychological well-being. However, few studies have assessed its effects during extended use in real-world, community-based settings. This study aimed to evaluate the effects of repeated balneotherapy on skin barrier function and psychological stress regulation in middle-aged women. A 16-week quasi-experimental trial was conducted in Asan, Republic of Korea, involving 58 community-dwelling women aged 40–64 years. Participants were assigned to either an intervention group (n = 29), which received biweekly 20-minute immersion sessions in naturally mineralized hot spring water, or a control group (n = 29) with no spa exposure. Primary outcomes included corneometry-based skin hydration and transepidermal water loss (TEWL). Secondary outcomes were assessed using the Stress Response Inventory (SRI), salivary cortisol, heart rate variability (HRV), and the Patient Global Impression of Change (PGIC). Significant in-group improvements were observed in the intervention group for skin hydration (p < 0.001), TEWL (p < 0.001), and SRI scores (p = 0.043). Between-group comparisons at week 16 showed significant differences for skin hydration, TEWL, SRI, and PGIC (all p < 0.05), whereas no significant differences were found for salivary cortisol or HRV. Repeated balneotherapy over 16 weeks improved skin barrier function and reduced psychological stress in middle-aged women. These findings support the feasibility of thermal bathing as a non-pharmacologic, community-based intervention for preventive wellness and highlight the need for larger randomized trials with long-term follow-up.

传统上,按摩疗法与皮肤健康和心理健康有关。然而,很少有研究评估其在现实世界、社区环境中长期使用的影响。本研究旨在评估反复按摩疗法对中年妇女皮肤屏障功能和心理应激调节的影响。在大韩民国牙山进行了一项为期16周的准实验性试验,涉及58名年龄在40-64岁之间的社区妇女。参与者被分为干预组(n = 29)和对照组(n = 29),干预组每两周一次接受20分钟的天然矿物化温泉水浸泡。主要结果包括基于角膜测量的皮肤水化和经皮失水(TEWL)。使用应激反应量表(SRI)、唾液皮质醇、心率变异性(HRV)和患者总体变化印象(PGIC)评估次要结果。干预组皮肤水合作用显著改善(p
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引用次数: 0
African biometeorology: foreword to the special issue 非洲生物气象学:特刊前言。
IF 2.6 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2025-10-13 DOI: 10.1007/s00484-025-03054-8
Jennifer Fitchett
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引用次数: 0
Preview risk assessment of climatic factors on dengue prevalence in Lahore, Pakistan 气候因素对巴基斯坦拉合尔登革热流行的风险评估预览。
IF 2.6 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2025-10-13 DOI: 10.1007/s00484-025-03035-x
Syed Ali Asad Naqvi, Bulbul Jan, Nasir Abbas, Amaury de Souza

Indeed, dengue is known as the most widely distributed and rapidly transmitted mosquito-borne infection in the world. Climate change plays a significant role in both the temporal and spatial distribution of vector-borne diseases. The main objective of this investigation was to examine the impact of seasonal factors and the relationship between climate and dengue risk in the vicinity of Lahore, Pakistan, from 2007 to 2018. This study employed the generalized linear model (GLM) approach in combination with negative Poisson and binomial distributions. Hotspot areas were identified using ArcGIS, which may have the potential for a high concentration of reported dengue cases in the Lahore area. Based on the results, it has been confirmed that there was a seasonal fluctuation in the number of dengue cases per month, which correlated with the seasonality of climatic variables. Furthermore, the best-fitting model included average temperature (< 22°C) and precipitation—both lagged by one month and controlled by year. According to this model, each 1°C increase in a month’s average temperature was associated with a 12% decrease in dengue cases, whereas each 10 mm increase in precipitation was associated with a 5% increase in dengue cases in the following month. Many factors, including the climate, contribute to the incidence of dengue cases, yet their role remains incompletely understood. Understanding climate is essential for analyzing epidemic risk and improving protective measures. This study highlights the need to improve dengue surveillance, epidemiology, and community health structure to safeguard and control future dengue outbreaks.

事实上,登革热是世界上分布最广泛、传播最迅速的蚊媒传染病。气候变化对病媒传播疾病的时空分布都起着重要作用。本调查的主要目的是研究2007年至2018年巴基斯坦拉合尔地区季节性因素的影响以及气候与登革热风险之间的关系。本研究采用广义线性模型(GLM)方法,结合负泊松分布和二项分布。利用ArcGIS确定了热点地区,这些地区可能是拉合尔地区报告登革热病例高度集中的地区。根据调查结果,已证实每月登革热病例数存在季节性波动,这与气候变量的季节性有关。此外,最佳拟合模型包括平均温度(
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引用次数: 0
Load-cooling strategy and associated heat stress in piglets transported by road in semiarid climates 半干旱气候条件下公路运输仔猪的负荷冷却策略及相关热应激。
IF 2.6 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2025-10-13 DOI: 10.1007/s00484-025-03049-5
João José de Mesquita Sales, José Antonio Delfino Barbosa Filho, Nítalo André Farias Machado, Maria Simone Mendes Peixoto, Luiza Diniz Macêdo, Carla Caroline de Sousa Vasconcelos

Load-cooling methods are commonly used to mitigate heat stress in piglets during road transport. This study aimed to evaluate the efficacy of pre-transport Load-Cooling Through Showering (LCTS) and associated heat stress in piglets transported by road in semiarid climate. Environmental (e.g., temperature and relative humidity) and physiological (e.g., respiratory rate and salivary cortisol concentration) parameters were recorded during fourteen 68 km commercial piglet transports in Ceará, Brazil, involving 168 piglets (12 per journey). The study revealed increases of 13% in relative humidity and 8.74 kJ/kg in trailer enthalpy values for piglets subjected to the LCTS protocol. Additionally, these piglets exhibited significantly higher salivary cortisol levels and higher respiratory rates. In the experimental conditions of the research, the LCTS protocol. proved to be ineffective and adverse, worsening heat stress rather than alleviating it, and causing unnecessary waste in semiarid regions. Producers in these areas should adopt alternatives such as shaded holding areas, ventilation, or evaporative cooling systems, which promote piglet welfare and sustainable water use.

负载冷却方法通常用于减轻公路运输过程中仔猪的热应激。本研究旨在评估半干旱气候条件下公路运输仔猪运输前负荷-淋浴降温(LCTS)及其相关热应激的效果。在巴西塞埃尔进行的14次68公里商业仔猪运输中,记录了环境(如温度和相对湿度)和生理(如呼吸速率和唾液皮质醇浓度)参数,涉及168头仔猪(每次运输12头)。研究表明,在LCTS方案下,仔猪的相对湿度增加了13%,拖车焓值增加了8.74 kJ/kg。此外,这些仔猪的唾液皮质醇水平显著升高,呼吸频率也显著升高。在实验条件下的研究,采用LCTS协议。被证明是无效和不利的,加剧而不是缓解热应激,并在半干旱地区造成不必要的浪费。这些地区的养殖者应采用替代方案,如阴凉的饲养区、通风或蒸发冷却系统,以促进仔猪福利和可持续用水。
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引用次数: 0
Geographical specific association between heatwave intensity and the risk of new-onset hypertension among middle-aged and elderly adults 热浪强度与中老年人群新发高血压风险的地理特异性关联
IF 2.6 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2025-10-10 DOI: 10.1007/s00484-025-03020-4
Honglong Chen, Lingxin Bao, Tingyan Wang, Xiaojie Liu, Wenqin Cai, Yuexian Yao, Zhongming Teng, Xiaowei Zhang

Global warming has significantly increased the frequency and intensity of heatwaves, posing serious threats to the health of middle-aged and elderly adults. Hypertension is a common chronic disease that is profoundly affected by extreme heat. However, spatial variations in its relationship with heatwave exposure remain insufficiently studied. This study aims to evaluate the impact of heatwaves on hypertension and investigate its spatial heterogeneity. Utilizing data from the China Health and Retirement Longitudinal Study (CHARLS) from the baseline year (2015) to follow-up year (2018), we included 7152 participants aged 45 and older. Average heatwave intensity was employed as the exposure metric. Global logistic regression (GLR) models assessed the association between heatwave exposure and hypertension risk. Geographically weighted logistic regression (GWLR) models were utilized to examine the spatial variations in this relationship. The results show that heatwave exposure increased hypertension risk by 9.7% (odds ratio (OR) = 1.097, 95% CI = 1.016–1.185, P = 0.018). The GWLR models revealed significantly higher hypertension risk in southern China compared to northern regions, with OR values ranging from 1.027 to 1.120. Key risk factors for hypertension include marital status (excluding married/cohabiting, OR: 0.993–1.105), uneducated individuals (OR: 1.083–1.138), overweight/obese individuals (OR: 1.293–1.420), and fasting blood glucose (OR: 1.071–1.114). Conversely, a higher estimated glomerular filtration rate (eGFR) is considered to be a protective factor (OR: 0.848–0.987). No significant geographic correlations were found between hypertension risk and gender, residence, smoking, or drinking. This study found a significant spatial heterogeneity association between heatwave exposure and increased hypertension risk among middle-aged and older adults in China. Our findings underscore the need for targeted public health interventions, especially for high-risk populations during heatwaves.

全球变暖显著增加了热浪的频率和强度,对中老年人的健康构成严重威胁。高血压是一种常见的慢性疾病,极易受到极端高温的影响。然而,其与热浪暴露之间的空间变化关系仍未得到充分研究。本研究旨在评估热浪对高血压的影响,并探讨其空间异质性。利用中国健康与退休纵向研究(CHARLS)从基线年(2015年)到随访年(2018年)的数据,我们纳入了7152名年龄在45岁及以上的参与者。暴露度量采用平均热浪强度。全球logistic回归(GLR)模型评估了热浪暴露与高血压风险之间的关系。使用地理加权逻辑回归(GWLR)模型来检验这种关系的空间变化。结果显示,热浪暴露使高血压风险增加9.7%(优势比(OR) = 1.097, 95% CI = 1.016-1.185, P = 0.018)。GWLR模型显示,中国南方地区的高血压风险明显高于北方地区,OR值在1.027 ~ 1.120之间。高血压的主要危险因素包括婚姻状况(不包括已婚/同居,OR: 0.993-1.105)、未受教育个体(OR: 1.083-1.138)、超重/肥胖个体(OR: 1.293-1.420)和空腹血糖(OR: 1.071-1.114)。相反,较高的估计肾小球滤过率(eGFR)被认为是一个保护因素(OR: 0.848-0.987)。没有发现高血压风险与性别、居住地、吸烟或饮酒之间存在显著的地理相关性。本研究发现,热浪暴露与中国中老年人高血压风险增加之间存在显著的空间异质性关联。我们的研究结果强调了有针对性的公共卫生干预的必要性,特别是对热浪期间的高危人群。
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International Journal of Biometeorology
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