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Subsurface temperature change attributed to climate change at the northern latitude site of Kapuskasing, Canada 加拿大卡普斯卡辛北纬地区气候变化引起的地下温度变化
4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-11-13 DOI: 10.20937/atm.53211
Ivan L. Novara, Daniel B. Berdichevsky, Ruben D Piacentini
Subsurface temperatures have been measured in different regions of the world, usually near the surface up to a depth of about a hundred meters. In this work a forward model calculation for a Northern Hemisphere soil temperature site at Kapuskasing, Canada, is presented, employing the solution of the differential equation of heat conduction through a semi-infinite homogeneous solid, subject to surface boundary conditions determined by surface air temperature. In this way, a detailed analysis is made of the subsurface temperature as a function of ground depth and for the time interval ranging from 1970 to the future (including the next century), for different scenarios of climate change. From these results, it was possible to determine the following characteristic quantities: (a) the depth where the surface perturbation (practically) finishes (in the range of about 180-200 m); (b) the depth where the subsurface temperature changes its slope from negative to positive; (c) the temperature change at the surface for the years where data exist; (d) the thermal gradient at steady state in the starting year (1880); (e) the temperature differences extrapolated at surface and at a 20 m depth, this last value corresponding to the depth at which seasonal and diurnal temperature variations are negligible; (f) the heat flow at surface to the inner part of the soil attributed to climate change, and (g) the temperature changes at surface for the 100 years interval (1980-2080) and mainly for the next century (2080-2180), for each site and for each IPCC Representative Concentration Pathway (RCP) scenario. As an example, the impact of the change in mean annual soil temperature due to global warming in near-surface geothermal energy is described.
在世界上不同的地区,地下温度已经被测量过,通常是在地表附近,深达100米左右。在这项工作中,提出了一个正演模型计算在加拿大Kapuskasing的北半球土壤温度站点,采用热传导的微分方程的解,通过半无限均匀固体,受地表空气温度决定的表面边界条件。通过这种方式,详细分析了从1970年到未来(包括下一个世纪)不同气候变化情景的地下温度作为地下深度的函数。从这些结果中,可以确定以下特征量:(a)表面扰动(实际上)结束的深度(大约在180-200 m范围内);(b)地下温度斜率由负向正变化的深度;(c)有资料存在的年份的地表温度变化;(d)起始年份(1880年)的稳态热梯度;(e)地表和20米深度外推的温差,这最后一个值对应于季节和日温度变化可以忽略不计的深度;(f)气候变化导致的地表向土壤内部的热流,以及(g)每个站点和每个IPCC代表性浓度路径(RCP)情景100年间隔(1980-2080),主要是下一个世纪(2080-2180)的地表温度变化。以全球变暖对近地表地热能的年平均土壤温度变化的影响为例。
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引用次数: 0
Development of a CFD model to simulate the dispersion of atmospheric NH3 in a semi-open barn 建立了模拟半开放式谷仓中大气NH3扩散的CFD模型
4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-11-03 DOI: 10.20937/atm.53277
Guillermo Alfonso de la Torre-Gea
The dispersion of atmospheric NH3 constitutes the most common passive polluting system in cattle stables. Although the studies carried out through computational fluid dynamics (CFD) are focused on improving the environmental conditions in situ to increase the productivity of stables, they do not refer to determining the environmental impact of NH3 emissions into the atmosphere. This work evaluated the distribution of the NH3 flux inside a barn using CFD and its relationship with environmental conditions through probabilistic analysis by the K2 algorithm. The initial data on environmental conditions were wind speed and direction, maximum temperature, and humidity from the nearest weather station in a region characterized by hot weather conditions during summer. The vertical trajectory was used to analyze the impact of long-range transport on the spatial distribution, where 75% is between 0 and 5 m in height, and 25% is between 10 and 20 m outside the eaves. The work concluded that temperature is the main parameter of influence.
大气NH3的扩散构成了牛棚最常见的被动污染系统。虽然通过计算流体动力学(CFD)进行的研究侧重于改善原地环境条件以提高马厩的生产力,但它们并不涉及确定NH3排放到大气中的环境影响。利用CFD计算了粮仓内NH3通量的分布,并利用K2算法对其与环境条件的关系进行了概率分析。环境条件的初始数据是风速和风向、最高温度和湿度,来自最近的气象站,这些气象站在夏季以炎热的天气条件为特征。采用垂直轨迹分析远程输运对空间分布的影响,其中75%的输运高度在0 ~ 5 m之间,25%的输运高度在屋檐外10 ~ 20 m之间。研究表明,温度是主要的影响参数。
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引用次数: 0
Using a hybrid approach for wind power forecasting in Northwestern Mexico 在墨西哥西北部使用混合方法进行风力预测
4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-10-30 DOI: 10.20937/atm.53258
Yanet Diaz-Esteban, Carlos Alberto López-Villalobos, Carlos Abraham Ochoa Moya, Rosario Romero-Centeno, Ignacio Arturo Quintanar
Wind energy is an important renewable source that has been considerably developed recently. In order to obtain successful 24-h lead-time wind power forecasts for operational and commercial uses, a combination of physical and statistical models is desirable. In this paper, a hybrid methodology that employs a numerical weather prediction model (Weather Research and Forecasting) and a neural network (NN) algorithm is proposed and assessed. The methodology is applied to a wind farm in northwestern Mexico, a region with high wind potential where complex geography adds large uncertainty to wind energy forecasts. The energy forecasts are then evaluated against actual on-site power generation over one year and compared with two reference models: decision trees (DT) and support vector regression (SVR). The proposed method exhibits a better performance with respect to the reference methods, showing an hourly normalized mean absolute percentage error of 6.97%, which represents 6 and 13 percentage points less error in wind power forecasts than with DT and SVR methods, respectively. Under strong synoptic forcing, the NN wind power forecast is not very accurate, and novel approaches such as hierarchical algorithms should be employed instead. Overall, the proposed model is capable of producing high-quality wind power forecasts for most weather conditions prevailing in this region and demonstrates a good performance with respect to similar models for medium-term wind power forecasts.
风能是一种重要的可再生能源,近年来得到了很大的发展。为了获得成功的用于运营和商业用途的24小时提前期风电预测,需要将物理模型和统计模型结合起来。本文提出并评估了一种采用数值天气预报模型(weather Research and Forecasting)和神经网络(NN)算法的混合方法。该方法应用于墨西哥西北部的一个风力发电场,该地区风力潜力巨大,复杂的地理位置为风能预测增加了很大的不确定性。然后根据一年的实际现场发电量对能源预测进行评估,并与两种参考模型进行比较:决策树(DT)和支持向量回归(SVR)。与参考方法相比,本文方法具有更好的性能,每小时归一化平均绝对百分比误差为6.97%,与DT和SVR方法相比,误差分别减小了6和13个百分点。在强天气强迫下,神经网络风电预测精度不高,需要采用分层算法等新方法进行预测。总的来说,建议的模型能够为该地区的大多数天气条件提供高质量的风力预测,并且与类似的中期风力预测模型相比表现良好。
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引用次数: 0
Threats to tropical wetlands: Medio Queso Wetland as a case of degraded system 热带湿地的威胁:以退化系统为例的Medio Queso湿地
4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-10-11 DOI: 10.20937/atm.53338
Mayela Monge Muñoz, Ana Gabriela Pérez Castillo, Ana María Durán Quesada
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引用次数: 0
Performance evaluation of the WRF model under different physical schemes for air quality purposes in Buenos Aires, Argentina 阿根廷布宜诺斯艾利斯不同物理方案下WRF模式的空气质素表现评估
4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-10-05 DOI: 10.20937/atm.53255
Solange E. Luque, Lluís Fita, Andrea L. Pineda Rojas
This work presents the performance evaluation of the Weather Research and Forecasting (WRF) model to estimate surface wind speed and direction, air temperature, and water vapor mixing ratio considering 22 configurations at high spatial resolution (1 km) during one week in winter and one week in spring, in order to determine the best-performing schemes for air quality purposes in the Metropolitan Area of Buenos Aires, Argentina. Results show that the use of urban schemes mostly affects wind speed and temperature. The single-layer urban canopy model (UCM) coupled with the Boulac planetary boundary layer (PBL) scheme exhibits the best results for wind speed. Wind direction and water vapor mixing ratio are more sensitive to the land surface model scheme, with results slightly improving with the Noah-MP land surface model. Wind speed and direction errors are larger when the former is lower. When removing from the analysis wind speed values below 2.6 m s–1 for the winter week and 3.1 m s–1 for the spring week, the root mean square errors for wind direction decreased between 50 and 72% of the original value, depending on the configuration and week. Overall, under the studied conditions, configurations including Noah-Mp land surface model or the combination of a simple UCM with BouLac PBL are suitable for air quality applications, as they reproduce both temperature and water vapor mixing ratio relatively well, with errors below 10% and Correlation values above 0.7, and are the best performing configurations for wind direction and speed, respectively.
本文介绍了天气研究与预报(WRF)模型的性能评估,该模型在冬季一周和春季一周的高空间分辨率(1公里)下考虑22种配置,以估计地面风速和风向、气温和水蒸气混合比,以确定阿根廷布宜诺斯艾利斯市区空气质量目的的最佳方案。结果表明,城市方案的使用主要影响风速和温度。单层城市冠层模型(UCM)与Boulac行星边界层(PBL)方案的风速模拟效果最好。风向和水汽混合比对陆面模式方案更为敏感,Noah-MP陆面模式的结果略有改善。当前者较低时,风速和风向误差较大。当从分析中去除冬季周低于2.6 m s-1和春季周低于3.1 m s-1的风速值时,风向的均方根误差在原始值的50%到72%之间下降,具体取决于配置和周。总体而言,在研究条件下,Noah-Mp陆地表面模型或简单UCM与BouLac PBL的组合配置适合于空气质量应用,因为它们可以较好地再现温度和水汽混合比,误差小于10%,相关值大于0.7,并且分别是风向和风速的最佳配置。
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引用次数: 0
El Niño-Southern Oscillation diversity and its relationship with the North Atlantic Oscillation – Atmospheric anomalies response over the North Atlantic and the Pacific El Niño-Southern涛动多样性及其与北大西洋涛动的关系——北大西洋和太平洋的大气异常响应
4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-09-25 DOI: 10.20937/atm.53226
Gabriel Santiago Gutiérrez-Cárdenas, Diana Cristina Díaz
To explore the impacts of El Niño-Southern Oscillation (ENSO) on the North Atlantic Oscillation (NAO), the linear correlation among the indices of each oscillation was investigated. The indices Niño 1+2, Niño 3, Niño 3.4, Niño 4, ONI, SOI, BEST, TNI and MEI were used to represent the ENSO, besides the NAO index. The analysis considers the ENSO diversity in its spatial structure. The results show that when years with Eastern Pacific (EP) La Niña events were omitted, the linear correlation increased concerning other scenarios. This means that NAO responses for the Central Pacific (CP) ENSO tend to be linear, but seemingly they are not so for EP ENSO, which explains why the ENSO/NAO relationship has been difficult to identify and predict. The TNI-NAO relationship had the highest correlation values, followed by NAO-El Niño 4, whilst NAO/El Niño 1+2 and NAO/El Niño 3 showed the lowest coefficients. The results also confirmed that the atmospheric dynamics over the North Atlantic have a more linear teleconnection to the West and Central Pacific than to the Eastern Pacific. Changes in deep convection, atmospheric circulation, and vorticity are discussed like possible mechanisms that trigger the changes in impacts over the North Atlantic and other locations. The composite anomalies map also showed the contrast in the effects of both events and the importance of considering those differences when modeling ocean dynamics.
为了探讨El Niño-Southern涛动(ENSO)对北大西洋涛动(NAO)的影响,研究了各涛动指数之间的线性相关关系。除NAO指数外,还采用Niño 1+2、Niño 3、Niño 3.4、Niño 4指数、ONI、SOI、BEST、TNI和MEI指数代表ENSO。分析考虑了ENSO在空间结构上的多样性。结果表明,当忽略东太平洋La Niña事件年份时,其他情景的线性相关性增加。这意味着NAO对中太平洋ENSO的响应倾向于线性,但对东太平洋ENSO的响应似乎不是线性的,这解释了ENSO/NAO关系难以识别和预测的原因。TNI-NAO关系的相关值最高,其次是NAO-El Niño 4, NAO/El Niño 1+2和NAO/El Niño 3的相关系数最低。结果还证实,北大西洋上空的大气动力学与西太平洋和中太平洋的远相关比与东太平洋的远相关更为线性。深对流、大气环流和涡度的变化被讨论为触发北大西洋和其他地区影响变化的可能机制。复合异常图还显示了这两个事件影响的对比,以及在模拟海洋动力学时考虑这些差异的重要性。
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引用次数: 0
Structural change points of NDVI in Mexico driven by climate oscillatio 气候振荡驱动下墨西哥NDVI的结构变化点
4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-09-25 DOI: 10.20937/atm.53201
Oscar O. Díaz, Graciela B. Raga, Arturo I. Quintanar, John F. Mejía
Based on the climatology of air temperature, precipitation, and the normalized vegetation index (NDVI), a regionalization of Mexico for the rainy season is presented through a non-parametric clustering algorithm known as DBSCAN. Thirty years of data, spanning from 1984 to 2013, are used to detect structural change points with the Mann-Kendall and Pettitt non-parametric tests applied on the NDVI, mean daily precipitation, 99th percentile precipitation, and mean daily air temperature. The relative predictive importance of the parameters examined was estimated using a Machine-Learning Random Forest algorithm that allows establishing a connection between changes in the NDVI and changes in air temperature, average precipitation, and extreme precipitation for some regions. Modulation by large-scale climate phenomena, such as the Atlantic Multidecadal Oscillation (AMO) and the Pacific Decadal Oscillation (PDO), as well as interannual modulation by El Niño/Southern Oscillation (ENSO) are explored. Structural change points in the series appear to be modulated mainly by the phase shift of the AMO and those of the ENSO and PDO in 1997.
基于气温、降水和归一化植被指数(NDVI)的气候学,通过一种称为DBSCAN的非参数聚类算法给出了墨西哥雨季的分区。利用1984 - 2013年30年的数据,利用Mann-Kendall和Pettitt对NDVI、平均日降水量、第99百分位降水量和平均日气温进行非参数检验,检测结构变化点。使用机器学习随机森林算法估计了所检查参数的相对预测重要性,该算法允许在NDVI变化与某些地区的气温、平均降水和极端降水变化之间建立联系。探讨了大尺度气候现象的调制,如大西洋多年代际振荡(AMO)和太平洋年代际振荡(PDO),以及厄尔Niño/南方涛动(ENSO)的年际调制。在1997年,该序列的结构变化点主要是由AMO和ENSO和PDO的相移调制的。
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引用次数: 0
Urban atmospheric humidity excesses and deficits in two Mexican metropolises: Guadalajara and Puebla 两个墨西哥大都市:瓜达拉哈拉和普埃布拉的城市大气湿度过剩和不足
4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-09-25 DOI: 10.20937/atm.53252
Adalberto Tejeda-Martínez, Gabriel Balderas, Luz Moreyra, Omar Castro
Comparative studies of atmospheric humidity between urban and suburban and urban-rural environments are scarce, and their results are very scattered and inconclusive. In this paper, we compare differences in atmospheric temperature, relative humidity and absolute humidity measured at the limits between the urban canopy and the boundary layer in two elevated metropolises in Mexico: Guadalajara and Puebla. Results show that variations in relative humidity contrasts between different environments have an inverse relationship with the temperature variations. In Guadalajara, the urban excesses of absolute humidity are predominant from May to September. In Puebla the urban-suburban contrasts are lower than in Guadalajara, following a daily cycle and being negative between noon and 18:00 LT. From March to September urban-rural differences in Puebla are positive between 10:00 and 18:00 LT, and weak during the nocturnal period.
大气湿度在城市与郊区、城乡环境之间的比较研究较少,研究结果非常零散,不具有结论性。本文比较了墨西哥两个高架大都市瓜达拉哈拉和普埃布拉在城市冠层和边界层界限处测量的大气温度、相对湿度和绝对湿度的差异。结果表明,不同环境间相对湿度的变化与温度的变化呈反比关系。在瓜达拉哈拉,5月到9月,城市绝对湿度过高是主要的。在普埃布拉,城乡差异低于瓜达拉哈拉,遵循每日周期,在中午至18:00之间为负。从3月到9月,普埃布拉的城乡差异在10:00至18:00之间为正,在夜间较弱。
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引用次数: 0
Distribution changes of the toxic mushroom Amanita phalloides under climate change scenarios and its potential risk over indigenous communities in Mexico 气候变化情景下毒蘑菇毒伞菌的分布变化及其对墨西哥土著社区的潜在风险
4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-09-25 DOI: 10.20937/atm.53244
Abril Villagrán-Vázquez, Roberto Garibay-Orijel, Carolina Ureta
Amanita phalloides is a native European deathly ectomycorrhizal mushroom that was introduced to North America and has been expanding its distribution during the last decades. This species is morphologically similar to wild edible mushrooms and if its distribution expands to Mexico, it could represent a risk in terms of food security for local communities. The aim of this study was to evaluate the potential climatic suitability that exists for A. phalloides in North America and overlay it with the distribution of mycophilic communities in Mexico under a baseline climatic scenario and climate change scenarios. To find climatic suitability we modeled its potential distribution with the algorithm that had the best predictive power after pilot test (MaxEnt) using species presences and eight climatic variables chosen with biological and statistical criteria. We worked with CanESM5 because it is one of the best models to simulate climate in North America and SSP5-8.5 scenario in order to be consistent with the precautionary principle. Our results suggest that even when the species has not yet been registered in Mexico, when using European records to model, this country presents 33.61% of climatic suitability for this species under the baseline scenario, potentially affecting about 70% of indigenous communities which are the main consumers of edible mushrooms. Under climate change scenarios, an increase in climatic suitability is expected in Mexico, while decreases are expected in United States and Canada. When using North American records to model, almost no climatic suitability is found in Mexico; however, the implementation of warning campaigns in Mexico is still needed.
毒伞是一种欧洲本土的致命外生菌根蘑菇,在过去的几十年里被引入北美,并不断扩大其分布。这一物种在形态上与野生食用蘑菇相似,如果它的分布扩展到墨西哥,可能会对当地社区的粮食安全构成威胁。本研究的目的是在基线气候情景和气候变化情景下,评估北美褐黄杆菌存在的潜在气候适宜性,并将其与墨西哥嗜霉群落的分布进行覆盖。为了寻找气候适宜性,我们利用物种存在和8个气候变量,根据生物和统计标准选择,使用中试后预测能力最强的算法(MaxEnt)对其潜在分布进行了建模。我们使用CanESM5是因为它是模拟北美气候和SSP5-8.5情景的最佳模式之一,以便与预防原则保持一致。我们的研究结果表明,即使该物种尚未在墨西哥登记,当使用欧洲记录建模时,该国在基线情景下对该物种的气候适应性为33.61%,可能影响约70%的土著社区,这些社区是食用菌的主要消费者。在气候变化情景下,墨西哥的气候适宜性预计会增加,而美国和加拿大的气候适宜性预计会减少。当使用北美的记录来建模时,墨西哥几乎没有发现气候适宜性;但是,仍然需要在墨西哥开展警告运动。
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引用次数: 0
Atlantic and Pacific sea surface temperature correlations with precipitation over northern Mexico 大西洋和太平洋海面温度与墨西哥北部降水的相关性
4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-09-25 DOI: 10.20937/atm.53257
Regina Mijares-Fajardo, René Lobato-Sánchez, Carlos Patiño-Gómez, David Eduardo Guevara-Polo
Three main sea surface temperature (SST) oscillations in the Atlantic and Pacific oceans have shown to play a key role in modulating rainfall variability over northern Mexico. Nevertheless, only a few studies have explored these teleconnections under a climate classification approach. In this study, the effects of the Pacific Decadal Oscillation (PDO), the Oceanic El Niño Index (ONI) and the Atlantic Multidecadal Oscillation (AMO), over precipitation in dry and semi-dry areas of the Baja California peninsula and the state of Tamaulipas are analyzed for the period 1951-2021. Pearson and Spearman correlations are compared and proven to have equivalent results despite the different physical conditions of the two territories. The results show several statistically significant correlations indicating that for the study regions, the correlation is negative throughout the year between the Standardized Precipitation Index (SPI) and AMO in latitudes above 28º N, while it is negative (positive) during the months of January-April (October-November) in lower latitudes. Simultaneously, the correlation is positive between SPI and ONI/PDO in eastern and western regions of northern Mexico, and it is negative between SPI-ONI and SPI-PDO in the months of August-September over the eastern side. The information generated throughout this study, in conjunction with the understanding of regional climate dynamics, can help to comprehend with greater certainty the effects of these teleconnections.
大西洋和太平洋的三个主要海表温度(SST)振荡已显示在调节墨西哥北部的降雨变率方面发挥了关键作用。然而,只有少数研究在气候分类方法下探讨了这些遥相关。本文分析了1951-2021年太平洋年代际涛动(PDO)、海洋El Niño指数(ONI)和大西洋多年代际涛动(AMO)对下加利福尼亚半岛和塔毛利帕斯州干旱和半干旱地区降水的影响。皮尔逊和斯皮尔曼相关性进行了比较,并证明了具有等效的结果,尽管两个地区的物理条件不同。结果表明,标准化降水指数(SPI)与AMO在28ºN以上纬度呈全年负相关,在低纬度为1 - 4月(10 - 11月)呈负(正)相关。同时,墨西哥北部东西部SPI与ONI/PDO呈显著正相关,东部8 - 9月SPI-ONI与SPI-PDO呈显著负相关。在整个研究过程中产生的信息,结合对区域气候动力学的理解,可以帮助更确定地理解这些遥相关的影响。
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引用次数: 0
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Atmosfera
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