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Assessment of LST spatial and temporal changes in Jazmourian basin, southeast Iran 伊朗东南部Jazmourian盆地地表温度时空变化评价
IF 1.6 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2021-09-14 DOI: 10.1080/02723646.2021.1966981
B. Abad, B. Salahi, K. Raispour, M. de Luis, R. Serrano, M. Moradi
ABSTRACT Land surface temperature (LST) is an atmosphere-land interaction, which represents the first thermal reaction of the environmental changes occurring in the earth surface, being one of the most important factors used in the earth sciences. Jazmourian basin, in the southeast of Iran, is a fertile agricultural land with diverse topography and unique climatic conditions. Due to its significance as one of the most important agricultural poles of Iran, the LST variations are of great interest due to their high impact on the environmental processes, especially in the land cover. In recent years, Moderate Resolution Imaging Spectroradiometer images have been extensively used to estimate the LST due to their spatial and temporal homogeneity and freely available showing improved capabilities of climate analysis in the areas with scarce observation networks. We used a combination of MOD11C3 and MYD11C3 products of daytime and nighttime LST, covering the complete circadian cycle over Jazmourian basin, from 2003 to 2019. Results showed varied trends by months with a significantly positive increase in January. The spatial distribution revealed a generalized positive anomaly in the whole study area, with the highest values in central lowlands and lowest at eastern high elevations of the basin. The temporal and spatial analyses indicated high temperature differences between months and seasons as well as a wide range from −10°C to 65°C.
陆面温度(Land surface temperature, LST)是大气与陆地的相互作用,是地球表面环境变化的第一次热反应,是地球科学研究中最重要的因子之一。贾兹莫里盆地位于伊朗东南部,是一片肥沃的农业土地,地形多样,气候条件独特。由于其作为伊朗最重要的农业极点之一的重要性,地表温度的变化由于其对环境过程的高度影响而引起了极大的兴趣,特别是在土地覆盖方面。近年来,中分辨率成像光谱仪图像由于其时空均匀性和可获取性而被广泛用于估算地表温度,在观测网络稀缺的地区显示出更高的气候分析能力。我们使用MOD11C3和MYD11C3白天和夜间地表温度的组合产品,覆盖了2003年至2019年Jazmourian盆地的整个昼夜周期。结果显示,不同月份的趋势有所不同,1月份显著上升。空间分布上整体呈正异常,盆地中部低地最高,东部高海拔地区最低。时间和空间分析表明,月份和季节之间的温度差异很大,范围从- 10°C到65°C。
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引用次数: 1
Determination of the relationship among compound Topographic Index (CTI), soil properties and land-use in karst ecosystems 喀斯特生态系统复合地形指数(CTI)与土壤性质和土地利用关系的确定
IF 1.6 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2021-08-04 DOI: 10.1080/02723646.2021.1961361
T. Dindaroglu, V. Tunguz, E. Babur, O. Menshov, M. Battaglia
ABSTRACT Topography is a key factor that affects edaphic, climatic, and biotic factors directly or indirectly. Relationships between Compound Topographic Index (CTI) model and soil properties were investigated in order to determine the ecological potential of the area in order to plan the sustainability of the fertile lands and the rehabilitation of the degraded areas in the study area. Totally 84 soil samples (0–20 cm) collected from different land use types (forest, cropland, rangeland) in Karst Mountain, Andırın-Kahramanmaras, Turkey. The CTI distributions are generated from digital elevation data of 12 m resolution obtained from AlosPalsar Satellite images. Although CTI values changed to Forest> Cropland> Rangeland, the highest correlation was found between CTI and soil moisture content in rangeland (R2 = 0.81). Lower correlations were found with other land uses (R2 = 0.63 in Cropland and R2 = 0.31 in Forest). CEC and Clay content were found to have a significant (p < 0.01) positive correlation with Curvature. Despite a distinctive topographic structure of karst ecosystems, these correlations verified the influence of topography on soil properties. CTI, which has strong correlations with soil moisture content can be used in planning reclamation processes of degraded karst ecosystems.
摘要地形是直接或间接影响土壤、气候和生物因素的关键因素。研究了复合地形指数(CTI)模型与土壤特性之间的关系,以确定该地区的生态潜力,从而规划研究区肥沃土地的可持续性和退化地区的恢复。从土耳其Andırın-Kahramanmaras喀斯特山的不同土地利用类型(森林、农田、牧场)采集了84个土壤样本(0-20 cm)。CTI分布是从AlosParsar卫星图像中获得的12m分辨率的数字高程数据生成的。虽然CTI值变化为森林>农田>牧场,但牧场CTI与土壤水分含量的相关性最高(R2=0.81),与其他土地利用的相关性较低(农田R2=0.63,森林R2=0.31)。CEC和粘土含量与曲率呈显著正相关(p<0.01)。尽管喀斯特生态系统具有独特的地形结构,但这些相关性验证了地形对土壤性质的影响。CTI与土壤含水量具有很强的相关性,可用于规划退化岩溶生态系统的复垦过程。
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引用次数: 7
Regional piedmont incision during base-level rise in the northeastern Sonoran Desert, Arizona, USA 美国亚利桑那州索诺兰沙漠东北部基准面上升期间的区域山前切口
IF 1.6 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2021-07-29 DOI: 10.1080/02723646.2021.1934964
Christian González, M. Kelley, M. Marvin, Norma López-Castañeda, R. Dorn, M. Schmeeckle
ABSTRACT Ephemeral channels incise into the piedmonts (both alluvial fans and pediments) of the northeastern Sonoran Desert, USA. Located around metropolitan Phoenix, this tectonically quiescent region experienced only aggradation in endorheic structural basins throughout the Pliocene. A wave of aggradation then followed Salt and Gila river integration at the start of the Pleistocene. Aggradation of piedmont base levels continued throughout the rest of the Quaternary. This paper explores two hypotheses to explain piedmont incision despite rising base levels. The classic explanation is that incision is part of the evolution of desert mountain ranges as they decrease in size. A new alternative we propose here involves a lateral shift in base level from Pliocene endorheic basin playas to positions kilometers closer to range fronts in response to river integration. We present a thought exercise of modeling a pediment longitudinal profile as a 1D diffusive system, and we also analyze incision into alluvial fans of the Sierra Estrella range. While our 1D modeling results for pediments are consistent with both explanations for range-front incision, Sierra Estrella bajada incision is best explained by the sudden relocation of the base level to the toe of desert piedmonts.
摘要短暂河道切入美国索诺兰沙漠东北部的山前地带(冲积扇和山麓)。该构造静止区位于凤凰城周围,在整个上新世,仅经历了内陆构造盆地的加积。更新世初期,盐河和吉拉河整合后出现了一波沉积。在整个第四纪的剩余时间里,山前基准面的不断增加。本文探讨了两个假设来解释尽管基准面上升,山前切口。经典的解释是,切口是沙漠山脉随着规模缩小而演变的一部分。我们在这里提出的一个新的替代方案涉及基准面从上新世-内陆海盆地向距离山脉前缘近公里的位置的横向移动,以应对河流整合。我们提出了一个将三角洲纵剖面建模为1D扩散系统的思想练习,我们还分析了Sierra Estrella山脉冲积扇的切口。虽然我们对山麓的1D建模结果与对范围前沿切口的两种解释一致,但Sierra Estrella bajada切口最好通过基准面突然迁移到沙漠山前坡脚来解释。
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引用次数: 2
Novel insights for streamflow forecasting based on deep learning models combined the evolutionary optimization algorithm 基于深度学习模型结合进化优化算法的流量预测新见解
IF 1.6 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2021-07-27 DOI: 10.1080/02723646.2021.1943126
Mousaab Zakhrouf, B. Hamid, Sungwon Kim, Stamboul Madani
ABSTRACT Various hybrid approaches combined the different deep learning and machine learning models with evolutionary optimization algorithms and have improved the accuracy of streamflow forecasting problem. In this article, three deep learning models were investigated for streamflow forecasting with various lag times at both stations (i.e. Sidi Aich and Ponteba Defluent), Algeria. Also, a machine learning [i.e. feedforward neural network (FFNN)] model was implemented to compare the forecasting accuracy of deep learning models. The particle swarm optimization algorithm was combined to determine the hyperparameters (i.e. model structure) automatically based on adaptive moment estimation algorithm. The addressed two-stage hybrid models were assessed and evaluated by root mean square error (RMSE), signal-to-noise ratio (SNR), and Nash–Sutcliffe efficiency (NSE) statistical indices. Evaluating all models explained that the GRU II two-stage hybrid model (RMSE = 35.241 m3/s, SNR = 0.5159, and NSE = 0.7337 at Sidi Aich and RMSE = 11.074 m3/s, SNR = 0.3600, and NSE = 0.8703 at Ponteba Defluent) was found to produce more accurate results compared to the Elman recurrent neural network, long short-term memory, and FFNN two-stage hybrid models during testing phase for forecasting streamflow.
各种混合方法将不同的深度学习和机器学习模型与进化优化算法相结合,提高了流量预测问题的准确性。在本文中,研究了阿尔及利亚两个站点(即Sidi Aich和Ponteba Defluent)的三个深度学习模型,用于不同滞后时间的流量预测。此外,还实现了机器学习[即前馈神经网络(FFNN)]模型,以比较深度学习模型的预测精度。在自适应矩估计算法的基础上,结合粒子群优化算法自动确定超参数(即模型结构)。通过均方根误差(RMSE)、信噪比(SNR)和Nash–Sutcliffe效率(NSE)统计指数对所处理的两阶段混合模型进行评估。评估所有模型解释说,与Elman递归神经网络、长短期记忆、,以及在测试阶段用于预测流量的FFNN两阶段混合模型。
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引用次数: 6
Influence of cold fronts on microscale atmospheric conditions within the complex terrain of Watkins Glen Gorge, New York 冷锋对纽约沃特金斯格伦峡谷复杂地形内微尺度大气条件的影响
IF 1.6 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2021-07-08 DOI: 10.1080/02723646.2021.1938923
Chad W. Hecht, Neil F Laird
ABSTRACT This study investigates the influence of synoptic-scale cold fronts on microclimatic conditions within the complex terrain of Watkins Glen gorge, New York. Temperature and dewpoint temperature measurements were collected by three microclimate stations both within (two stations) and just outside (one station) of the gorge during the months of September and November. A total of nine cold fronts passed over the gorge at different times of day (i.e., daytime, nighttime, and transitional) during the eight-week measurement period. During the prefrontal time periods, the two sites within the gorge were similar in both temperature and moisture content: colder and greater moisture content compared to the outside-gorge site. A stable inversion layer was present at the rim height of the gorge a large percentage of time resulting in limited mixing and a separation of the outside-gorge and inside-gorge atmospheres. Following the passage of cold fronts, there was a robust transition to a large-scale colder atmospheric air mass across the central New York region and introduction of less stable conditions that allowed intrusion and mixing of outside-gorge air within the complex terrain of Watkins Glen gorge, especially during nighttime and transitional cold fronts.
本文研究了天气尺度冷锋对纽约沃特金斯峡谷复杂地形内小气候条件的影响。9月和11月,在峡谷内(2个站)和峡谷外(1个站)的3个小气候站采集了温度和露点温度。在为期八周的测量期间,共有九次冷锋在一天中的不同时间(即白天、夜间和过渡时间)经过峡谷。在前额叶时期,峡谷内的两个地点在温度和水分含量方面相似:与峡谷外的地点相比,温度更低,水分含量更高。在很大比例的时间内,峡谷边缘高度存在一个稳定的逆温层,导致有限的混合和峡谷内外大气的分离。随着冷锋的通过,纽约中部地区出现了一个强大的转变,形成了一个大范围的冷气团,并引入了不太稳定的条件,使得沃特金斯格伦峡谷复杂地形内的峡谷外空气得以侵入和混合,尤其是在夜间和过渡冷锋期间。
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引用次数: 0
Geomorphology and dynamics of a coastal transgressive dune system, central California 加利福尼亚州中部海岸海侵沙丘系统的地貌和动力学
IF 1.6 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2021-07-01 DOI: 10.1080/02723646.2021.1944462
P. Barrineau, V. P. Tchakerian
ABSTRACT The Callendar dunes are located within the Santa Maria dune complex in south-central California and have been studied repeatedly since the pioneering work of Bowen and Inman in the 1960's. Previous conceptual models of the system’s Holocene evolution relate variations in dune morphologies to changes in sediment supply and sea level. In the years since their studies, conceptual frameworks of coastal and continental transgressive dune systems provide useful avenues for re-visiting the morphodynamic history of the Callendar dunes. Our study presents grain size and dune spacing data collected by Tchakerian and Mulligan in 1981, while working under Orme as graduate assistants. These data, when considered in light of the more recent conceptual frameworks mentioned above, suggest that the Callendar dunes may exhibit some elements of self-organization. With this in mind, we apply a conceptual model of coastal transgressive dune systems to help elucidate some of the historical morphodynamics influencing the modern arrangement of morphologies at the Callendar dunes.
卡伦达沙丘位于加州中南部的圣玛丽亚沙丘群内,自20世纪60年代鲍恩和因曼的开创性工作以来,人们对它进行了多次研究。以前关于该系统全新世演化的概念模型将沙丘形态的变化与沉积物供应和海平面的变化联系起来。自他们的研究以来,海岸和大陆海侵沙丘系统的概念框架为重新审视卡伦达沙丘的形态动力学历史提供了有用的途径。我们的研究采用了Tchakerian和Mulligan在1981年作为研究生助理在Orme手下工作时收集的粒度和沙丘间距数据。这些数据,当考虑到以上提到的最新概念框架时,表明Callendar沙丘可能表现出一些自组织的元素。考虑到这一点,我们应用海岸海侵沙丘系统的概念模型来帮助阐明影响卡伦达沙丘现代形态排列的一些历史形态动力学。
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引用次数: 4
Climatic implications of late Holocene loess and intervening paleosols, Southern Zanskar range, northwestern Himalaya 喜马拉雅西北部赞斯卡山脉南部晚全新世黄土和中间古土壤的气候意义
IF 1.6 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2021-06-30 DOI: 10.1080/02723646.2021.1938501
A. Lone, Shubhra Sharma, H. Achyuthan, A. Shukla, R. Shah, S. Sangode, F. A. A.
ABSTRACT The loess-paleosol proxy records from mid-latitude Asia have been instrumental in the reconstruction of regional paleoclimate evolution and its relationship with global climatic changes. The present study explores the discrete occurrence of a loess and paleosol sequence (LPS) in the Southern Zanskar Range (SZR), NW Himalaya. Stratigraphic variations in sediment texture, supplemented with geochemical, organic and magnetic proxies, indicate two broad phases of loess accretion (L-1) and paleosol formation (PS-1). The older phase of loess accretion (L-1) is dated between 2.5 ± 0.3 ka and >2.0 ka, whereas the L-2, which fully transformed into the modern soil (MS) probably deposited during the Little Ice Age (LIA) phase. The textural attributes (high sand content) of loess indicate source proximal deposition, whereas the geochemical and magnetic proxies point towards the pre-depositional weathering (in the source area). The PS-1 dated to 2189 ± 296 cal yr BP indicates improved moisture conditions, whereas the MS is assigned to post LIA warm phase. These findings provide an important step towards better understanding the sensitivity of loess accretion and paleosol formation in the SZR linked to late Holocene climate variability.
亚洲中纬度地区的黄土-古土壤代用记录有助于重建区域古气候演变及其与全球气候变化的关系。本研究探讨了西北喜马拉雅赞斯卡尔山脉南部黄土-古土壤序列(LPS)的离散产状。沉积物结构的地层变化,加上地球化学、有机和磁性指标,表明黄土增生(L-1)和古土壤形成(PS-1)两大阶段。古黄土(L-1)沉积期在2.5±0.3 ka ~ >2.0 ka之间,而完全转变为现代土壤(MS)的黄土(L-2)沉积期可能在小冰期(LIA)。黄土的结构特征(含砂量高)表明其源近端沉积,而地球化学和磁性指标则表明其沉积前风化作用(在源区)。PS-1测定值为2189±296 calyr BP,表明水汽条件有所改善,而MS测定值为LIA后暖相。这些发现为更好地理解SZR黄土增生和古土壤形成与晚全新世气候变率的敏感性提供了重要的一步。
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引用次数: 0
Evolution and management of Atlantic Canadian coastal dunes over the next century 下个世纪加拿大大西洋沿岸沙丘的演变和管理
IF 1.6 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2021-06-20 DOI: 10.1080/02723646.2021.1936790
J. Ollerhead, R. Davidson-Arnott
ABSTRACT Dune systems in Atlantic Canada are relatively small given a relatively low sediment supply. The dunes are built primarily of reworked sediments as relative sea level (RSL) has risen. The foredune (at least) is reworked several times a decade by extreme weather events and many are transgressing on a decadal scale as a result of normal geomorphic processes. The key drivers shaping the dunes are, however, changing over time with climate change.The rate of RSL rise is accelerating, which will almost certainly mean an acceleration of dune transgression rates. As well, there is some evidence that storms are becoming more frequent and sea ice is diminishing, meaning more frequent reactivation. Predicting how dunes will respond to changes in the key controlling variables on an annual or decadal scale is challenging. Examination of how the dunes evolve on a decadal to century scale, however, suggests that the dunes in Atlantic Canada should continue to exist. Thus, we advocate using a dune management approach that focuses on minimizing human impacts and allowing natural processes to continue unimpeded. The highest priority for managing our coastal dunes should be to provide them with sufficient accommodation space into which they can transgress naturally.
摘要加拿大大西洋的沙丘系统相对较小,沉积物供应量相对较低。随着相对海平面(RSL)的上升,沙丘主要由改造后的沉积物建造。前沙丘(至少)每十年被极端天气事件改造几次,由于正常的地貌过程,许多都在十年尺度上越界。然而,形成沙丘的主要驱动因素随着气候变化而变化。RSL的上升速度正在加快,这几乎肯定意味着沙丘海侵速度的加快。此外,有一些证据表明,风暴越来越频繁,海冰也在减少,这意味着更频繁的重新激活。预测沙丘将如何在年度或十年尺度上对关键控制变量的变化做出反应是具有挑战性的。然而,对沙丘如何在十年到世纪尺度上进化的研究表明,加拿大大西洋的沙丘应该继续存在。因此,我们主张使用沙丘管理方法,重点是最大限度地减少人类影响,并允许自然过程继续不受阻碍。管理我们海岸沙丘的最高优先事项应该是为它们提供足够的住宿空间,让它们可以自然侵入。
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引用次数: 1
Modeling seasonal sediment yields for a medium-scale temperate forest/agricultural watershed 中等规模温带森林/农业流域的季节性沉积物产量建模
IF 1.6 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2021-06-07 DOI: 10.1080/02723646.2021.1934957
C. Day, J. Liebman
ABSTRACT As vegetation cover senesces across temperate watersheds, the potential for soil erosion and subsequent sediment yields increases. Despite the importance of vegetation dynamics and evapotranspiration towards influencing watershed-scale hydrological processes, limited research has fully included these variables in modeling sediment yields, relying on surface runoff records alone. Focusing on the Upper Floyds Fork watershed, Kentucky, we applied a multi-objective approach utilizing MODIS-derived estimations of vegetation and evapotranspiration (ET) to calibrate the Soil and Water Assessment Tool (SWAT) towards modeling seasonal sediment yields May 2019-April 2020. Results generated satisfactory error measures across all four variables (vegetation cover, ET, runoff, sediment). Above average precipitation and elevated erosive storm activity generated significant sediment yields even during months of greater vegetation coverage. Conversely, below average precipitation during Aug–Sep resulted in minimal sediment yields despite diminishing vegetation coverage. While precipitation acted as the dominant process controlling sediment yields, higher yields were also predicted in sub-watersheds as a function of steeper slopes, higher soil erodibilities and increased agricultural land cover during the dormant winter period. These findings may help identify when to expect increased sediment loads towards targeting specific sub-watersheds in managing future soil erosion, and defining and establishing best management practices in the future.
摘要:随着温带流域植被的衰老,土壤侵蚀和随后沉积物产量的可能性增加。尽管植被动力学和蒸散对影响流域尺度水文过程很重要,但有限的研究仅依靠地表径流记录,就将这些变量完全纳入了泥沙产量建模中。以肯塔基州Floyds Fork上游流域为重点,我们应用了一种多目标方法,利用MODIS得出的植被和蒸散量(ET)估计值来校准土壤和水评估工具(SWAT),以模拟2019年5月至2020年4月的季节性沉积物产量。结果在所有四个变量(植被覆盖、ET、径流、沉积物)中产生了令人满意的误差测量。即使在植被覆盖率较高的几个月里,高于平均水平的降水量和侵蚀性风暴活动的增加也产生了显著的沉积物产量。相反,尽管植被覆盖率下降,但8月至9月的降水量低于平均水平,导致沉积物产量最低。虽然降水是控制沉积物产量的主要过程,但在休眠的冬季,由于坡度更陡、土壤可侵蚀性更高和农业土地覆盖率增加,预测子流域的产量也会更高。这些发现可能有助于确定在管理未来土壤侵蚀以及确定和建立未来最佳管理实践时,何时预计会增加针对特定子流域的泥沙量。
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引用次数: 0
Spatiotemporal variability and trends of drought episode in southeastern Ethiopia 埃塞俄比亚东南部干旱事件的时空变异和趋势
IF 1.6 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2021-06-07 DOI: 10.1080/02723646.2021.1930654
Mekonnen Adnew Degefu, Yonas T. Tadesse, W. Bewket
ABSTRACT There is a need for scientific knowledge on the spatiotemporal variability of drought episodes to establish robust drought mitigation and adaptation strategies. This study evaluates the spatiotemporal variability of drought episodes in southeastern Ethiopia at multiple time scales (3-, 6-, 12- and 24-month and three spatially different wet seasons; March–May, June–September and September–November). Drought indices were generated for 34 stations using the standardized precipitation index (SPI). The results show that the frequency and magnitude of drought episodes do not have a clear spatial pattern among nearby stations. The 12- and 24-month SPI confirm that there has not been a year without drought (SPI≤ −1) between 1970 and 2015 at some stations in the study area. The trend tests show that drought magnitude, duration and geographical coverage are increasing. The increasing trends in drought magnitude at the annual, 24-month and during the March–May season were statistically significant at 0.05 level. Drought duration at 3-month time scale also showed a statistically significant increase. The results of this study provide relevant drought information at multiple time scales that is useful for supporting drought management in the southeastern Ethiopia.
摘要:需要了解干旱事件的时空变异性,以制定强有力的抗旱和适应策略。本研究评估了埃塞俄比亚东南部干旱事件在多个时间尺度上的时空变异性(3个月、6个月、12个月和24个月,以及三个空间不同的雨季;3月至5月、6月至9月和9月至11月)。使用标准化降水指数(SPI)生成了34个站点的干旱指数。结果表明,干旱发生的频率和程度在邻近站点之间没有明确的空间格局。12个月和24个月的SPI证实,在1970年至2015年期间,研究区域的一些站点没有一年没有干旱(SPI≤−1)。趋势测试表明,干旱程度、持续时间和地理覆盖范围都在增加。全年、24个月和3-5月干旱程度的增加趋势在0.05水平上具有统计学意义。3个月时间尺度上的干旱持续时间也显示出统计学上的显著增加。这项研究的结果提供了多个时间尺度的相关干旱信息,有助于支持埃塞俄比亚东南部的干旱管理。
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引用次数: 4
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