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The way forward 前进之路
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-08-30 DOI: 10.1016/j.jaridenv.2024.105246
Lixin Wang
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引用次数: 0
Thinning relationships of woody encroachers in a US southwestern shrubland 美国西南部灌木林中林木侵占者的疏伐关系
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-08-30 DOI: 10.1016/j.jaridenv.2024.105245
Trevor Roberts, Niall P. Hanan

Woody plant encroachment degrades the economic and environmental potential of drylands by altering processes such as nutrient fluxes, ecohydrology, and ecosystem services. Though past research has investigated the encroachment process, relatively little is known about post-encroachment shrub community ecology. To better quantify dynamics within post-woody encroachment shrub communities, we combined USGS lidar height data and multispectral imagery to estimate shrub density, shrub height, shrub cover, and shrub volume across the Jornada Basin Long Term Ecological Research (JRN-LTER) site in southern New Mexico, USA. Structural estimates were analyzed in search of telltale signs of community competition, specifically, the presence of thinning relationships. Results demonstrated density-dependent thinning relationships in shrub communities of creosote and mesquite, indicating a large role for competition in arid shrub communities even at relatively low shrub densities and cover (∼35% cover). In addition, shrub volume estimates better modeled the expected thinning dynamics of shrub communities than shrub canopy cover measurements. Overall, our results indicate the utility of lidar data in extending two-dimensional descriptions of woody vegetation structure (i.e., woody canopy cover) into the critical third dimension (i.e., woody plant volume), as well as the relative importance of competition and demographic bottlenecks to vegetation structure in drylands.

木本植物侵占会改变养分通量、生态水文学和生态系统服务等过程,从而降低旱地的经济和环境潜力。虽然过去的研究对侵占过程进行了调查,但对侵占后灌木群落生态学的了解相对较少。为了更好地量化灌木侵占后灌木群落的动态变化,我们结合美国地质调查局激光雷达高度数据和多光谱图像,对美国新墨西哥州南部 Jornada 盆地长期生态研究 (JRN-LTER) 站点的灌木密度、灌木高度、灌木覆盖率和灌木体积进行了估算。分析结构估算值是为了寻找群落竞争的蛛丝马迹,特别是稀疏关系的存在。结果表明,在杂酚油和介壳虫灌木群落中,稀疏关系与密度有关,这表明即使在灌木密度和覆盖率相对较低(覆盖率在 35% 以下)的情况下,竞争在干旱灌木群落中也起着重要作用。此外,灌木体积估计值比灌木冠层覆盖测量值更好地模拟了灌木群落的预期稀疏动态。总之,我们的研究结果表明,激光雷达数据可将木本植被结构的二维描述(即木本冠层覆盖度)扩展到关键的三维描述(即木本植物体积),并表明竞争和人口瓶颈对旱地植被结构的相对重要性。
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引用次数: 0
Nitrogen and phosphorus uptake dynamics in anthropized and conserved Caatinga dry forests 人类活动和受保护的卡廷加干旱森林的氮和磷吸收动态
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-08-17 DOI: 10.1016/j.jaridenv.2024.105242
Elizabete Cristina Araújo Silva , Jakson Leite , Maria Claudjane Jerônimo Leite Alves , Claudiana Moura dos Santos , Luís Felipe Daibes , Paulo Ivan Fernandes-Júnior , Flávia de Barros Prado Moura , José Vieira Silva

Understanding human impacts on drylands is crucial in a global scenario of forest degradation and biodiversity loss. This study analyzed foliar concentrations of nitrogen (N) and phosphorous (P) in the Brazilian seasonally dry tropical forests (Caatinga). Foliar patterns of N, P, and the N/P ratio were assessed both within and among botanical families. To do this, 10 plots were established in an anthropized area and 10 in a conserved area. Within each plot, leaves from all tree species and soil samples from four random points were collected. Stoichiometric analyses were performed on the leaves of 136 trees from 14 botanical families. Significant differences were observed in soil P concentrations, organic matter content, and cation exchange capacity, with the highest values found in the conserved area. Foliar N and P concentrations and N/P were also higher in the conserved area for the F+ (nitrogen-fixing Fabaceae), F- (non-nitrogen-fixing Fabaceae), and NF (non-Fabaceae) groups, indicating greater efficiency in nutrient retention and cycling. When comparing species found in both areas, Aspidosperma pyrifolium (NF), Bauhinia forficata (F-), and Mimosa ophthalmocentra (F+) showed significant differences in foliar N concentrations and foliar P (for A. pyrifolium and B. forficata only). Degradation of the Caatinga directly impacts nutrient cycling.

在全球森林退化和生物多样性丧失的情况下,了解人类对旱地的影响至关重要。本研究分析了巴西季节性干旱热带森林(Caatinga)中叶片的氮(N)和磷(P)浓度。研究评估了植物科内和植物科间氮、磷的叶面模式以及氮磷比。为此,在人类活动区和保护区各建立了 10 个小区。在每个小区内,收集了所有树种的叶片和四个随机点的土壤样本。对 14 个植物科 136 棵树的叶子进行了化学计量分析。结果表明,土壤中的磷浓度、有机质含量和阳离子交换容量存在显著差异,其中保护区的数值最高。在保护区,F+(固氮豆科植物)、F-(非固氮豆科植物)和 NF(非豆科植物)组的叶面氮和磷浓度以及氮/磷比例也更高,这表明保护区的养分保持和循环效率更高。在比较两个地区发现的物种时,Aspidosperma pyrifolium(NF)、Bauhinia forficata(F-)和 Mimosa ophthalmocentra(F+)的叶面氮浓度和叶面磷浓度(仅 A. pyrifolium 和 B. forficata)存在显著差异。Caatinga 的退化直接影响养分循环。
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引用次数: 0
Increasing drought frequency in the central Zagros Mountains of western Iran over the past two centuries 过去两个世纪中,伊朗西部扎格罗斯山脉中部的干旱频率不断增加
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-08-17 DOI: 10.1016/j.jaridenv.2024.105240
Samira Beiranvand , Vilma Bayramzadeh , Pedram Attarod , Kambiz Pourtahmasi , Thomas G. Pypker , Achim Bräuning , Mahdi Nadi

The Zagros region in western Iran has experienced prolonged drought, significantly impacting water resource and forest ecosystems over the past few centuries. Understanding historical prolonged drought is crucial for making precise forecasts of shifts in regional drought in the Zagros region. Due to the lack of comprehensive historical records, the use of proxy records is considered a valuable tool for reconstructing past drought variations. We aimed to construct a tree-ring chronology of Juniper (Juniperus polycarpus) in the central Zagros region to comprehend its growth response to climate variables. We cored 25 J. polycarpus trees from the Keygooran forest reserve in western Iran and developed the tree ring chronology (1802–2022) using dplR. The relationships between tree growth and climate variables of monthly mean temperature, precipitation, PDSI (Palmer Drought Severity Index), and SPEI (Standardized Precipitation Evapotranspiration Index) were examined. The analysis revealed a strong positive correlation between tree growth and SPEI March-September of 1990–2018 on a 48-month timescale with a 2-year lag (r = 0.61, p < 0.05) which was included in the transfer model. Consequently, the SPEI-48 March-September was reconstructed for the period 1802–2022. On this reconstruction, several extremely dry years in 1832, 1867, and 1876 and extremely wet years in 1807, 1814, 1838, 1850, 1907, and 1908 years were identified, some of them aligning with historical records in Iran. Furthermore, there was a relationship between SPEI-48 March-September and teleconnection events suggesting that certain drought occurrences in the area were associated with the El Niño-Southern Oscillation (ENSO). Consequently, this reconstruction can serve as a reliable proxy for large-scale drought variability in the Zagros region of western Iran. Moreover, our research underscores the utility of SPEI in reconstructing the history of semi-arid climate conditions.

在过去几个世纪里,伊朗西部的扎格罗斯地区经历了长期干旱,对水资源和森林生态系统造成了严重影响。了解历史上的长期干旱对准确预测扎格罗斯地区的区域干旱变化至关重要。由于缺乏全面的历史记录,使用代用记录被认为是重建过去干旱变化的重要工具。我们的目的是构建扎格罗斯中部地区瞻博树的树环年表,以了解其生长对气候变量的反应。我们对伊朗西部 Keygooran 森林保护区的 25 棵瞻博树进行了取样,并利用 dplR 建立了树环年表(1802-2022 年)。研究了树木生长与月平均温度、降水量、PDSI(帕尔默干旱严重程度指数)和 SPEI(标准化降水蒸散指数)等气候变量之间的关系。分析表明,树木生长与 1990-2018 年 3 月至 9 月的 SPEI 在 48 个月的时间尺度上存在较强的正相关性,且滞后 2 年(r = 0.61,p < 0.05)。因此,SPEI-48 3 月-9 月被重建为 1802-2022 年。重建结果表明,1832 年、1867 年和 1876 年为极端干旱年份,1807 年、1814 年、1838 年、1850 年、1907 年和 1908 年为极端湿润年份,其中一些年份与伊朗的历史记录一致。此外,SPEI-48 3 月至 9 月与远程连接事件之间的关系表明,该地区发生的某些干旱与厄尔尼诺-南方涛动(ENSO)有关。因此,这种重建可以作为伊朗西部扎格罗斯地区大规模干旱变化的可靠替代。此外,我们的研究强调了 SPEI 在重建半干旱气候条件历史方面的实用性。
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引用次数: 0
Petroglyphs as a paleobiogeographic guide for Arabian ostrich ecology and reintroduction 岩画是阿拉伯鸵鸟生态学和重新引入的古生物地理指南
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-08-13 DOI: 10.1016/j.jaridenv.2024.105222
Lior Schwimer , Dan Malkinson , Liora Kolska Horwitz

The Arabian ostrich (Struthio camelus syriacus) was an integral element in the wildlife of the Middle East until its extinction in the mid-20th century. Here we discuss the historic and archaeological record that provides baseline information on the past distribution of ostriches in the Negev Desert (Israel). Specifically, we focus on survey data of ancient petroglyph depictions of ostriches and examine their spatial distribution. Through the application of models of optimal habitat reconstruction using data on the houbara bustard as a proxy species for the ostrich, correlated with the spatial distribution of the ostrich petroglyphs and ecological data on the region, we identified the optimal areas that the Syrian ostrich could have inhabited in the past. Finally, we applied our model to examine reintroduction programs of a closely related ostrich subspecies, S. c. camelus, that have been carried out in the Negev to date.

阿拉伯鸵鸟(Struthio camelus syriacus)在 20 世纪中期灭绝之前一直是中东地区野生动物中不可或缺的一员。在此,我们讨论了历史和考古记录,这些记录提供了鸵鸟过去在内盖夫沙漠(以色列)分布的基本信息。具体而言,我们将重点放在对鸵鸟古代岩画描绘的调查数据上,并研究它们的空间分布。通过应用最佳栖息地重建模型,使用胡巴拉大鸨作为鸵鸟的替代物种,并与鸵鸟岩画的空间分布和该地区的生态数据相关联,我们确定了叙利亚鸵鸟过去可能栖息的最佳区域。最后,我们应用我们的模型对迄今为止在内盖夫实施的近亲鸵鸟亚种 S. c. camelus 的重引进计划进行了研究。
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引用次数: 0
Seed hydration memory in the invasive alien species Leucaena leucocephala (Lam.) de Wit (Fabaceae) in the Caatinga 卡廷加地区外来入侵物种 Leucaena leucocephala (Lam.) de Wit(豆科)的种子水合记忆
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-08-12 DOI: 10.1016/j.jaridenv.2024.105238
Raphaela Aguiar de Castro , Bárbara França Dantas , Marcos Vinicius Meiado

Seed hydration memory is an adaptive strategy for plants in semiarid environments where water availability is irregular and unpredictable. Species native to these environments that have memory benefit from discontinuous hydration during their germination process and acquire tolerance to environmental stresses. The guiding question of this study is "does an alien species that invades a semiarid ecosystem also have seed hydration memory and benefit from discontinuous hydration?" To answer this question, we collected seeds of Leucaena leucocephala (Lam.) de Wit, an alien species that invades a Brazilian Tropical Dry Forest. We subjected the seeds to 0, 1, 2 and 3 hydration/dehydration cycles (HD cycles) at three different time intervals and, subsequently, to water, saline and thermal stresses. In addition, we used modeling to define the osmotic and thermal limits for occurrence of L. leucocephala and evaluated whether these limits increase after discontinuous hydration of seeds. The cycles of HD positively influenced the germination of seeds submitted to all stresses evaluated, increasing seed tolerance to treatments of water, saline, and thermal stresses. Discontinuous hydration increased the osmotic limits of salinity and thermal tolerance, although not increasing the osmotic limit of water deficit. Our results show that HD cycles also change the patterns of germinative responses of an invasive species to the environmental stresses of the invaded ecosystem.

种子水合记忆是半干旱环境中植物的一种适应策略,这种环境中的水供应不规则且不可预测。在这些环境中原生的物种如果具有记忆,就能在发芽过程中受益于不连续的水合作用,并获得对环境压力的耐受力。本研究的指导性问题是:"入侵半干旱生态系统的外来物种是否也具有种子水合记忆并从非连续水合中获益?为了回答这个问题,我们收集了入侵巴西热带干旱森林的外来物种 Leucaena leucocephala (Lam.) de Wit 的种子。我们以三个不同的时间间隔对种子进行了 0、1、2 和 3 次水合/脱水循环(HD 循环),随后又对种子进行了水、盐和热应力试验。此外,我们还通过建模确定了白花蛇舌草发生的渗透和热极限,并评估了这些极限在种子不连续水合后是否会增加。高密度水合循环对所有受评估胁迫的种子的萌发都有积极影响,提高了种子对水、盐和热胁迫的耐受性。不连续水合增加了耐盐碱和耐热的渗透极限,但没有增加耐缺水的渗透极限。我们的研究结果表明,高密度水分循环也会改变入侵物种对入侵生态系统环境压力的萌发反应模式。
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引用次数: 0
Subterranean termite nests in residential and open crop fields in central Ethiopia: Knowledge and perception of farmers on causes and effects 埃塞俄比亚中部住宅区和露天农田中的地下白蚁巢穴:农民对原因和影响的认识和看法
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-08-12 DOI: 10.1016/j.jaridenv.2024.105237
Mathewos Temesgen Kebede , Senessa Daba Urga

This study aimed to assess subterranean termite nests in residential and open crop fields in Central Ethiopia: knowledge and perception of farmers on causes and effects. A descriptive research design was used for primary data collection from the selected district of central Ethiopia. Termite nests were counted from each kebele after clustered into local division called Gox. A total of 72 sampling frames with a 1 km2 were used for termite nests count. In addition, 190 household heads were selected at random from each kebele for questionnaires survey. Termite nests were abundant in Warabo (7.251.71 per 1000 m2), but scarce in Warke Walensu Kebele (2.250.50 per 1000 m2). Teff (49.5%) and wheat (32.6%) were the crops most severely affected by termites. The mean annual hectares of land and quintals of teff and wheat damaged per household were higher in Warabo Kebele (p = 0.000) and lowest in Warke Walensu Kebele. The annual economic loss from crops loss due to termite's effect was greater in Warabo Kebele (4722.23 ± 869.67 ETB and 4396.43 ± 852.65 ETB from teff and wheat per household, respectively). Agroecology, deforestation, grazing, and crop type were the factors that determine termite abundance and its impact on farmers' livelihoods. Mound opening and smoking were the traditional management methods used, but there was no government support. Therefore, integrated and effective termite pest management is critical for long-term food security in the study area.

本研究旨在评估埃塞俄比亚中部住宅区和露天农田中的地下白蚁巢穴:农民对原因和影响的了解和看法。研究采用描述性研究设计,从埃塞俄比亚中部选定的地区收集原始数据。白蚁巢穴按当地称为 "Gox "的分区分组后,在每个 kebele 进行计数。白蚁巢穴计数共使用了 72 个 1 平方公里的抽样框。此外,还从每个区随机抽取了 190 位户主进行问卷调查。瓦拉博(Warabo)的白蚁巢穴数量较多(每 1000 平方米 7.251.71 个),而瓦伦苏(Warke Walensu Kebele)的白蚁巢穴数量较少(每 1000 平方米 2.250.50 个)。受白蚁危害最严重的作物是柚子(49.5%)和小麦(32.6%)。瓦拉博乡每户每年平均受损的土地公顷数和茶叶与小麦的公担数较高 (p = 0.000),而瓦莱苏乡最低。Warabo Kebele 地区因白蚁影响而造成的农作物年经济损失更大(每户的茶叶和小麦损失分别为 4722.23 ± 869.67 ETB 和 4396.43 ± 852.65 ETB)。农业生态、森林砍伐、放牧和作物种类是决定白蚁数量及其对农民生计影响的因素。开土堆和熏制是传统的管理方法,但没有得到政府的支持。因此,综合有效的白蚁虫害治理对研究地区的长期粮食安全至关重要。
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引用次数: 0
Identifying areas of conservation importance based on spatial patterns of evolutionary diversity for non-volant small mammals in the Andean Puna 根据安第斯普纳地区非野生小型哺乳动物进化多样性的空间模式确定具有重要保护意义的地区
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-08-09 DOI: 10.1016/j.jaridenv.2024.105230
Susana G. Revollo-Cadima , Jorge Salazar-Bravo

Ecosystems around the world face a variety of threats from anthropogenic activities and drylands are among the most affected due to their unique environmental characteristics. To maintain phylogenetic history and ecological functionality in these areas, it is imperative to preserve community structure and composition by identifying and protecting key conservation areas. Various methods have been used to define these areas in need of protection; in this study, we used patterns of taxonomic and phylogenetic diversity in the arid lands of the Altiplano-Puna Bioregion of South America, using non-volant small mammal communities as a model system. Based on detailed records of species presence in the study area we estimated indices of species richness and phylogenetic redundancy. The geographic distribution of these indices was then compared to the distribution of protected areas in the region. These analyses identified areas around Lake Titicaca as being of exceptional conservation importance and in need of protection efforts. We propose a network of interconnected areas that together would provide high conservation value while allowing genetic exchange and facilitating ecological processes across landscapes.

世界各地的生态系统面临着人类活动带来的各种威胁,而旱地因其独特的环境特征而成为受影响最严重的地区之一。为了保持这些地区的系统发育历史和生态功能,必须通过识别和保护重点保护区域来保护群落结构和组成。在这项研究中,我们使用南美洲阿尔蒂普拉诺-普纳生物区干旱地区的分类和系统发育多样性模式,以非侵占性小型哺乳动物群落为模型系统。根据研究地区物种存在的详细记录,我们估算了物种丰富度和系统发育冗余度指数。然后将这些指数的地理分布与该地区的保护区分布进行比较。通过这些分析,我们确定的的喀喀湖周边地区具有特殊的保护重要性,需要努力加以保护。我们建议建立一个由相互连接的区域组成的网络,这些区域将共同提供高保护价值,同时允许基因交流并促进跨地貌的生态过程。
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引用次数: 0
Geographical and ecological allopatry effects on niche change in two sister species pairs of hummingbirds in western North America 北美西部两个蜂鸟姊妹物种对生态位变化的地理和生态异配效应
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-07-31 DOI: 10.1016/j.jaridenv.2024.105236
Constanza Danaee Jiménez-Guevara , Ricardo Rodríguez-Estrella , Enrique Martínez-Meyer , Adolfo G. Navarro-Sigüenza , Juan Francisco Ornelas , Pedro P. Garcillán

Here, we explored how variations in the allopatric speciation scenario, specifically ecological vs. vicariant allopatry, relate to climatic niche change in sister species. We selected two sister species pairs of North American hummingbirds (Calypte anna, C. costae, Basilinna leucotis, B. xantusii) that diverged 2.5 and 3.6 million years ago, under ecological (arid climate tendency during Pliocene) and vicariant (Baja California peninsula separation) allopatric processes, respectively. We constructed the climatic niche of each species using occurrence records and estimated the distance, similarity, and unique fraction of climatic niche between sister species. Calypte species showed moderate niche divergence (Euclidean distance between centroids = 1.94, Sørensen index of similarity = 0.080, unique fraction of hypervolume in C. costae = 0.57, and C. anna = 0.95). However, contrary to expectations, Basilinna species, which diverged under a vicariant scenario, displayed clear niche divergence (Euclidean distance between centroids = 3.78, Sørensen index of similarity = 0.0001, and unique fraction of hypervolume in B. xantusii = 0.98, and B. leucotis = 0.99). We explained dissimilarity in climatic niches between Basilinna species by the ecological divergence between habitats of disjunct populations, which would have also been associated with increased aridity during the Pliocene.

在此,我们探讨了异源物种变异情景的变化,特别是生态异源变异与邻近异源变异,与姊妹物种的气候生态位变化之间的关系。我们选取了北美蜂鸟的两对姊妹物种(, ),它们分别在250万年前和360万年前的生态(上新世期间的干旱气候趋势)和邻近(下加利福尼亚半岛的分离)异配过程中分化。我们利用出现记录构建了每个物种的气候生态位,并估算了姊妹物种之间气候生态位的距离、相似性和独特性。物种之间的生态位差异适中(中心点之间的欧氏距离 = 1.94,索伦森相似性指数 = 0.080,......中超体积的独特性 = 0.57,...... = 0.95)。然而,与预期相反的是,在代居情景下发生分化的物种表现出明显的生态位分化(中心点之间的欧氏距离 = 3.78,索伦森相似性指数 = 0.0001,......的超体积的独特分数 = 0.98,......的超体积的独特分数 = 0.99)。我们通过不同种群栖息地之间的生态差异来解释物种之间气候生态位的差异,这种差异也与上新世期间干旱加剧有关。
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引用次数: 0
Topographic shielding and funneling for dust events associated with the North American Monsoon in the Sonoran Desert, central Arizona, USA 美国亚利桑那州中部索诺兰沙漠与北美季风相关的沙尘事件的地形屏蔽和漏斗效应
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-07-30 DOI: 10.1016/j.jaridenv.2024.105233
Joshua R. White, Robert C. Balling, Randall S. Cerveny

Dust storms are linked to large scale accidents and fatalities in the Central Sonoran Desert, specifically in the central Gila River Valley of the United States during the North American Monsoon. This study analyzes three events where the underlying topography impacts large summertime dust storms and their movement. All three examples demonstrate the shielding or, conversely, funneling effects associated the underlying terrain. The funneling between isolated mountain complexes, such as White Tank Mountains, the Sierra Estrella, the Sacaton Mountains, the San Tan Mountains, and the South Mountain Complex can combine to create substantially higher dust concentrations. Conversely, dust flow into these isolated mountain complexes can also lead to shielding, or blocking, of the dust such that area behind the topographic features experiences less dust while the windward side of the barriers have accented dust concentrations. These dust storm/topography studies provide a first opportunity to identify topographic influences on central Arizona dust storms.

Significance statement

The purpose of this study is to identify Topographic elements of the central Sonoran Desert located in the Arizona region of the Southwestern United States that impact the movement of dust storms. Using IDW interpolation to analyze PM10 concentration levels and wind speeds, we find that stand-alone mountain complexes can provide significant dust shielding and funneling that effect the overall trajectory of a dust storm in this region.

沙尘暴与中部索诺兰沙漠的大规模事故和死亡有关,特别是在北美季风期间的美国中部吉拉河谷。本研究分析了底层地形对夏季大型沙尘暴及其移动产生影响的三个事件。所有三个例子都显示了与底层地形相关的屏蔽或反向漏斗效应。白坦克山、埃斯特拉山脉、萨卡顿山脉、圣坦山脉和南山群等孤立山脉群之间的漏斗效应会共同造成更高的沙尘浓度。反之,沙尘流进入这些孤立的山地复合体也会导致沙尘的屏蔽或阻挡,使地形特征后面的地区沙尘较少,而屏障的迎风面则沙尘浓度较高。这些沙尘暴/地形研究为确定地形对亚利桑那州中部沙尘暴的影响提供了首次机会。本研究的目的是确定美国西南部亚利桑那州中部索诺兰沙漠影响沙尘暴移动的地形要素。通过使用 IDW 插值法分析 PM10 浓度水平和风速,我们发现独立的山地复合体可以提供显著的沙尘屏蔽和漏斗效应,从而影响该地区沙尘暴的整体轨迹。
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引用次数: 0
期刊
Journal of Arid Environments
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