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Analysing the spatiotemporal variation and influencing factors of Lake Chaohu's CDOM over the past 40 years using machine learning 利用机器学习分析过去 40 年巢湖 CDOM 的时空变化及其影响因素
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-02-27 DOI: 10.1002/eco.2639
Zijie Zhang, Han Zhang, Yifan Jin, Hongwei Guo, Shang Tian, Jinhui Jeanne Huang, Xiaotong Zhu

Chromophoric dissolved organic matter (CDOM) in aquatic environments is an important component of the biogeochemical cycle and carbon cycle. The aim of this study is to investigate the long-term changes in CDOM in shallow and eutrophic Chaohu Lake, as well as its relationship with climate, environment and social factors. Using long time series Landsat image data and machine learning technology, the spatiotemporal evolution of Chaohu CDOM since 1987 was reconstructed. A total of 180 samples were collected, which were divided into three parts based on regional and hydrological characteristics. The results show that the water quality in different regions were significantly different, and TN may be the key factor driving the change of CDOM in Chaohu Lake. Machine learning algorithms including random forest (RF), support vector regression (SVR), neural network (NN), multimodal deep learning (MDL) model and Extreme Gradient Boosting (XGBoost) were used, among which XGBoost model performed best (R2 = 0.955, mean absolute error [MAE] = 0.024 mg/L, root mean square error [RMSE] = 0.036 mg/L, bias = 1.005) and was used for CDOM spatiotemporal variation retrieval. The change of CDOM was seasonal, highest in August (0.67 m−1) and lowest in December (0.48 m−1), and the western lake is the main source of CDOM. Annual variability of the CDOM indicates that it began to decline after the completion of water pollution control in 2000. Temperature changes were closely related to CDOM (P < 0.01) and agricultural non-point source pollution plays an important role in Chaohu Lake. This study will provide feasible methods and scientific basis for the long-term remote sensing supervision of CDOM.

水生环境中的色度溶解有机物(CDOM)是生物地球化学循环和碳循环的重要组成部分。本研究旨在探讨巢湖富营养化浅水区 CDOM 的长期变化及其与气候、环境和社会因素的关系。利用长时间序列Landsat影像数据和机器学习技术,重建了巢湖CDOM自1987年以来的时空演变过程。共采集了 180 个样本,并根据区域和水文特征将其分为三个部分。结果表明,不同区域的水质差异显著,TN可能是驱动巢湖CDOM变化的关键因素。采用随机森林(RF)、支持向量回归(SVR)、神经网络(NN)、多模态深度学习(MDL)模型和极梯度提升(XGBoost)等机器学习算法,其中XGBoost模型性能最佳(R2=0.955,平均绝对误差[MAE]=0.024 mg/L,均方根误差[RMSE]=0.036 mg/L,偏差=1.005),用于CDOM时空变化检索。CDOM的变化具有季节性,8月最高(0.67 m-1),12月最低(0.48 m-1),西部湖泊是CDOM的主要来源。CDOM 的年变化表明,2000 年水污染控制完成后,CDOM 开始下降。温度变化与CDOM密切相关(P <0.01),农业非点源污染在巢湖中起着重要作用。本研究将为CDOM的长期遥感监测提供可行的方法和科学依据。
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引用次数: 0
Impacts of vegetation dynamics on hydrological simulations under drought conditions in a humid river basin in Southern China 华南湿润流域干旱条件下植被动态对水文模拟的影响
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-02-26 DOI: 10.1002/eco.2630
Cancan Liu, Yongqin David Chen

Vegetation plays an essential role in the atmospheric and hydrological processes, and vegetation responds differently to climate change in various regions, especially in extreme climates. Therefore, the use of static prescribed vegetation information from past years in numerical models can be a source of biases in hydrological simulations. However, previous studies have mainly focused on the effects of vegetation dynamics on hydrological processes in arid and semi-arid regions. It remains unclear how static or dynamic vegetation affects hydrological simulations in humid regions, especially under drought conditions. In this study, the Weather Research and Forecasting (WRF) model coupled with Noah-MP was used to assess the impact of vegetation dynamics on hydrological simulations in the East River basin (ERb) of China, which is a major water source for several major cities in the Pearl River Delta. The model was run with prescribed and dynamic vegetation conditions, respectively. Our model validation based on observed 2-m temperature (T2) and Leaf Area Index (LAI) showed that the model performance was improved when vegetation dynamics were considered. Our simulations with static or dynamic vegetation showed the impacts of vegetation dynamics on hydrological simulations under droughts. The model with vegetation dynamics simulated a wetter condition with higher soil moisture and runoff and lower T2, compared with the simulations of static vegetation. The results suggested that ignoring vegetation dynamics may overestimate the severity of drought in this humid basin, unlike arid and semi-arid regions. Therefore, consideration of vegetation dynamics in this humid basin will deepen our research on different types of zones and serve as a reference for other humid regions.

植被在大气和水文过程中起着至关重要的作用,不同地区的植被对气候变化的反应不同,尤其是在极端气候下。因此,在数值模型中使用过去几年的静态规定植被信息可能会造成水文模拟的偏差。然而,以往的研究主要集中于植被动态对干旱和半干旱地区水文过程的影响。目前仍不清楚静态或动态植被如何影响湿润地区的水文模拟,尤其是在干旱条件下。本研究利用与 Noah-MP 相结合的天气研究和预报(WRF)模型,评估了植被动态对中国东江流域(ERb)水文模拟的影响,东江流域是珠江三角洲几个主要城市的主要水源地。模型分别在规定植被条件和动态植被条件下运行。我们根据观测到的 2 米温度(T2)和叶面积指数(LAI)对模型进行了验证,结果表明,考虑植被动态时,模型性能有所提高。我们利用静态或动态植被进行的模拟显示了植被动态对干旱下水文模拟的影响。与静态植被模拟相比,植被动态模型模拟的条件更潮湿,土壤水分和径流量更高,T2 更低。结果表明,与干旱和半干旱地区不同,忽略植被动态可能会高估这一湿润盆地的干旱严重程度。因此,考虑该湿润盆地的植被动态将深化我们对不同类型区的研究,并为其他湿润地区提供参考。
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引用次数: 0
Assessing impacts of ecological restoration project on water retention function in the Taihang Mountain area, China 中国太行山区生态修复工程对水源涵养功能的影响评估
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-02-26 DOI: 10.1002/eco.2638
Feng Wang, Jintong Liu, Wei Deng, Tonggang Fu, Hui Gao, Fei Qi

The ecological restoration (ER) project significantly affects the water retention function in the Taihang Mountain area. However, a comprehensive understanding of the water retention effects in different ER project areas still needs to be improved. In this study, we employed the integrated valuation of ecosystem services and trade-offs (InVEST) model to evaluate the differences in water retention among different ER project areas. Additionally, we used the structural equation model to explore the influence of various factors on water retention. The results showed the following: (1) The total amount of water retention in the Taihang Mountain area increased yearly from 2000 to 2020, with an 85.25% increase in 21 years. The water retention function showed a trend of transferring to a higher level. (2) The forest land restoration project showed the highest average water retention capacity, followed by the grassland restoration project, which together provided 61.12% of the water retention capacity in the ER areas. Forest land restoration project was found to have the most potential in improving water retention, while grassland restoration was more efficient. The water retention capacity of a 21-year-old artificial forest could only reach 70.92% of the natural forest. Cropland restoration mode increased the water retention by 22.85% compared with non-ecological engineering areas. (3) The enhancement of water retention function in the study area resulted from multiple factors, among which precipitation and root depth were the most critical variables. (4) According to the structural equation model, the impact of natural factors on water retention accounted for 74.33%, and ecological engineering had a greater impact on water retention in the hilly zone. The ER project significantly increased water retention capacity. The results provide scientific support for improving water retention function and optimizing ER projects in semi-arid areas of China.

生态修复(ER)工程对太行山地区的水源涵养功能产生了重大影响。然而,对不同生态修复工程区域水源涵养效果的全面认识仍有待提高。在本研究中,我们采用生态系统服务与权衡综合评价模型(InVEST)来评估不同生态修复项目区在水源涵养方面的差异。此外,我们还利用结构方程模型探讨了各种因素对保水率的影响。结果显示如下(1)2000 年至 2020 年,太行山区保水总量逐年增加,21 年间增加了 85.25%。水源涵养功能呈向更高层次转移的趋势。(2)林地恢复工程的平均水源涵养量最高,其次是草地恢复工程,两者合计提供的水源涵养量占 ER 区水源涵养量的 61.12%。研究发现,林地恢复工程在提高水源涵养能力方面最具潜力,而草地恢复工程的效率更高。有 21 年树龄的人工林的保水能力只能达到天然林的 70.92%。与非生态工程区相比,耕地恢复模式的保水性提高了 22.85%。(3)研究区水源涵养功能的提高是多因素作用的结果,其中降水和根系深度是最关键的变量。(4) 根据结构方程模型,自然因素对保水功能的影响占 74.33%,生态工程对丘陵地带的保水功能影响更大。生态工程明显提高了水源涵养能力。研究结果为中国半干旱地区提高水源涵养功能、优化 ER 工程提供了科学依据。
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引用次数: 0
Nitrogen rather than water availability limits aboveground primary productivity in an arid ecosystem: Substantial differences between grasses and shrubs 在干旱生态系统中,限制地上初级生产力的因素是氮而不是水:禾本科植物和灌木之间的巨大差异
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-02-25 DOI: 10.1002/eco.2636
Luisina Carbonell-Silletta, Fabian Gustavo Scholz, Antonella Burek, Virginia Diaz Villa, Agustin Cavallaro, Javier Oscar Askenazi, Nadia Soledad Arias, Guang-You Hao, Guillermo Goldstein, Sandra Janet Bucci

Changes in water and nitrogen availability can affect the structure and function of arid ecosystems. How these resources affect aboveground primary productivity (ANPP) remains far from clear. We examined the N and water limitation of ANPP from the species to the community level and the response of ANPP to annual precipitation in a Patagonian steppe. We conducted a 7-year field experiment with water addition (+W), nitrogen addition (+N) and +NW. Destructive methods for grasses and allometric relationships for shrubs were used to assess ANPP and vegetation indices (NDVI and MSAVI2) to estimate community ANPP. An increase in ANPP of one grass species (Papposstipa humilis) and a decrease of the grass Poa ligularis under +N were observed. Some shrub species exhibited mortality under nitrogen addition. Nitrogen exerted a positive effect on grass ANPP and amplified the sensitivity of grass ANPP to annual precipitation. However, +N had not effects on the shrub ANPP and shrub ANPP-precipitation relationship. Water addition by itself had no effect on ANPP for either shrubs or grasses. However, shrubs responded positively to an unusually wet year regardless of treatment and were also more sensitive to changes in annual precipitation than grasses. Total ANPP increased significantly in +N relative to the C and +W but without changes in the sensitivity to annual precipitation. The results suggest that the responses of grasses and shrubs to water inputs are driven by soil moisture redistribution and rooting depth and that grass and community ANPP are more limited by N than by water.

水和氮供应量的变化会影响干旱生态系统的结构和功能。这些资源如何影响地上初级生产力(ANPP),目前还不清楚。我们研究了巴塔哥尼亚大草原从物种到群落层面的氮和水对地面初级生产力的限制,以及地面初级生产力对年降水量的响应。我们进行了为期 7 年的田间试验,采用了加水(+W)、加氮(+N)和+NW 的方法。采用禾本科植物的破坏性方法和灌木的异速关系来评估ANPP,并采用植被指数(NDVI和MSAVI2)来估算群落ANPP。在+N条件下,观察到一种草(Papposstipa humilis)的ANPP增加,一种草(Poa ligularis)的ANPP减少。一些灌木物种在氮添加条件下死亡。氮对禾本科植物的ANPP有积极影响,并提高了禾本科植物的ANPP对年降水量的敏感性。然而,+氮对灌木的ANPP和灌木ANPP与降水量的关系没有影响。加水本身对灌木或禾本科植物的ANPP都没有影响。不过,灌木对异常潮湿年份的反应是积极的,与禾本科植物相比,灌木对年降水量的变化更为敏感。与 C 和 +W 相比,+N 的总 ANPP 明显增加,但对年降水量的敏感性没有变化。结果表明,禾本科植物和灌木对水分输入的反应受土壤水分再分布和根系深度的驱动,禾本科植物和群落的ANPP受氮的限制大于受水的限制。
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引用次数: 0
Estimation of actual evapotranspiration from different ecosystems on the Tibetan Plateau based on a generalized complementary evapotranspiration theory model 基于广义互补蒸散理论模型的青藏高原不同生态系统实际蒸散量估算
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-02-22 DOI: 10.1002/eco.2635
Yanyu Dai, Fan Lu, Jintao Liu, Benqing Ruan

Actual evapotranspiration constitutes a vital component of the exchange of energy and water vapour between the soil-vegetation and atmospheric systems on terrestrial terrain. Nevertheless, the Tibetan Plateau, owing to its austere environmental conditions, harbours a scarcity of terrestrial monitoring stations. This circumstance presents a formidable challenge in attaining precise estimations of actual evapotranspiration. The complementary relationship method is a potential approach because it requires only routine meteorological data to estimate actual evapotranspiration on a regional or global scale. However, the suitability of the complementary relationship model across diverse ecosystems on the Tibetan Plateau necessitates further investigation. In this study, we scrutinized the simulation of daily and monthly actual evapotranspiration across 18 observation sites spanning eight distinct land use categories on the Tibetan Plateau. We employed the polynomial generalized complementary function introduced by Brutsaert (B2015), alongside its enhanced rendition proposed by Szilagyi (S2017) and Crago (C2018). The outcomes reveal that all three models adeptly replicate the fluctuations in actual evapotranspiration, irrespective of land use category or temporal scale—whether daily or monthly. This is true regardless of whether original or calibrated parameter values are applied. However, there exist significant variations in the performance of these models. In general, the C2018 model demonstrates superior performance across most ecosystems when original parameters are employed. Following parameter calibration, the simulation efficacy of the models experienced marked enhancement. Post parameter calibration, the B2015 model outperforms the other two models notably in desert and wetland environments. Furthermore, the simulation outputs from all three models display heightened sensitivity to parameter α, particularly in the context of the C2018 and S2017 models. These findings suggest that accurate estimation of parameter values is critical to improving the accuracy of estimating actual evapotranspiration. Calibrated parameter values, contingent on a fusion of vegetation, meteorology and surface roughness, exhibit variability across diverse ecosystems.

实际蒸散量是陆地土壤-植被和大气系统之间能量和水蒸气交换的重要组成部分。然而,青藏高原由于其恶劣的环境条件,地面监测站非常稀少。这种情况给精确估算实际蒸散量带来了巨大挑战。互补关系法是一种可行的方法,因为它只需要常规气象数据就能估算出区域或全球范围内的实际蒸散量。然而,互补关系模型在青藏高原不同生态系统中的适用性还有待进一步研究。在本研究中,我们仔细研究了青藏高原八个不同土地利用类别的 18 个观测点的日和月实际蒸散量模拟。我们采用了 Brutsaert(B2015)提出的多项式广义互补函数,以及 Szilagyi(S2017)和 Crago(C2018)提出的增强型互补函数。研究结果表明,无论土地利用类别或时间尺度如何,无论是按日还是按月,这三个模型都能很好地复制实际蒸散量的波动。无论采用原始参数值还是校准参数值,情况都是如此。不过,这些模型的性能存在很大差异。总体而言,在采用原始参数时,C2018 模型在大多数生态系统中表现出更优越的性能。参数校准后,模型的模拟效果明显增强。参数校准后,B2015 模型在沙漠和湿地环境中的表现明显优于其他两个模型。此外,三个模型的模拟输出对参数α的敏感性都有所提高,尤其是 C2018 和 S2017 模型。这些发现表明,参数值的准确估算对于提高实际蒸散量估算的准确性至关重要。校准参数值取决于植被、气象和地表粗糙度的融合,在不同的生态系统中表现出差异性。
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引用次数: 0
Linking optical data and nitrates in the Lower Mississippi River to enable satellite-based monitoring of nutrient reduction goals 将密西西比河下游的光学数据和硝酸盐联系起来,以便对减少营养目标进行卫星监测
IF 2.5 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-02-18 DOI: 10.1002/eco.2631
Nicholas Tufillaro, Bryan P. Piazza, Sheila Reddy, Joseph Baustian, Dan Sousa, Philipp Grötsch, Ivan Lalović, Sara De Moitié, Omar Zurita

Hypoxic zones and associated nitrate pollution from farms, cities and industrial facilities is driving declines in water quality that affect ecosystems, economies and human health in major rivers and coastal areas worldwide. In the Mississippi River, the United States Environmental Protection Agency set a goal of reducing nitrogen loading 20% by 2025, but estimating progress towards this goal is difficult because data from in-stream gauges and laboratory samples are too sparse. Satellites have the potential to provide sufficient data across the Mississippi River, if a key methodological challenge can be overcome. Satellites provide data from visible light, but nitrates are only observable with ultraviolet light. We address this methodological challenge by using a two-step surrogate modelling procedure to link optical data and nitrates in the Lower Mississippi River. First, we correlate in situ nitrate measurements to common water quality parameters, particularly turbidity and chlorophyll, using data from water sensors installed at Baton Rouge, Louisiana, USA, and a long-term dataset from Louisiana State University. Second, we correlate these water quality data to satellite estimates of water quality parameters. We found a correlation between these water quality parameters and nitrate concentrations, as indicated by a coefficient of determination, when the relationship was viewed in nonlinear parameter space. The spatial extent of the correlation was tested with an upstream nitrate sensor 140 km north of the estimation location. These results provide proof of concept that we can develop models that use satellite data to provide large-scale monitoring of nitrates across the Mississippi River Basin and other impaired rivers, globally.

缺氧区以及来自农场、城市和工业设施的相关硝酸盐污染导致水质下降,影响了全球主要河流和沿海地区的生态系统、经济和人类健康。在密西西比河,美国环境保护局设定了到 2025 年将氮负荷减少 20% 的目标,但由于来自河内测量仪和实验室样本的数据过于稀少,因此很难估算实现这一目标的进展情况。如果能克服一个关键的方法难题,卫星有可能为密西西比河提供充足的数据。卫星可提供可见光数据,但硝酸盐只能用紫外线观测。我们采用两步替代建模程序将密西西比河下游的光学数据与硝酸盐联系起来,从而解决了这一方法上的难题。首先,我们利用安装在美国路易斯安那州巴吞鲁日的水传感器数据和路易斯安那州立大学的长期数据集,将现场硝酸盐测量值与常见水质参数(尤其是浊度和叶绿素)相关联。其次,我们将这些水质数据与卫星估算的水质参数相关联。我们发现这些水质参数与硝酸盐浓度之间存在相关性,在非线性参数空间中观察这种关系时,其判定系数表明了这一点。相关性的空间范围通过估算地点以北 140 公里处的上游硝酸盐传感器进行了测试。这些结果证明,我们可以开发出利用卫星数据对密西西比河流域和全球其他受损河流的硝酸盐进行大规模监测的模型。
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引用次数: 0
Spatiotemporal variability of evapotranspiration in Alpine grasslands and its biotic and abiotic drivers 阿尔卑斯草原蒸散量的时空变化及其生物和非生物驱动因素
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-02-15 DOI: 10.1002/eco.2633
Lisa Ambrosi, Vanessa Berger, Georg Rainer, Nikolaus Obojes, Ulrike Tappeiner, Erich Tasser, Georg Leitinger

To gain a deeper understanding of the water balances of Alpine grassland ecosystems, it is crucial to know the abiotic and biotic drivers of evapotranspiration. The abiotic drivers are very heterogeneous in mountain regions because elevation, slope and aspect control incoming Rs, and atmospheric layering affect air temperature, humidity and wind distribution. In a study with 24 lysimeter plots distributed over a study area of approx. 300 km2 in the Eastern Alps, we covered a wide range of topographic conditions. We investigated the effects of abiotic drivers on evapotranspiration by measuring evaporation from a free-water body (Ew). For the biological modulation of crop evapotranspiration (ETc), we analysed two different grassland types (at peak biomass and at low biomass) and calculated the respective crop coefficients (Kc). Results showed that primarily physical drivers such as the accumulated solar radiation from sunrise to measurement (Rs_acc), followed by atmospheric pressure (P), wind speed (u) and vapour pressure deficit (VPD) influence both Ew and ETc. Moreover, ETc is also significantly influenced by standing biomass and the grassland type (i.e., resource use strategies of the vegetation types) and by the geographic location along the valley (i.e., entrance, middle and head of the valley). We suppose plant stress and/or ground winds to be the underlying factor for the significance of the geographic location, yet further research is needed. The current study helps towards a better understanding of the water balance in alpine grassland ecosystems, but we also show that some spatial drivers cannot yet be adequately addressed.

要深入了解高山草地生态系统的水分平衡,了解蒸散的非生物和生物驱动因素至关重要。高山地区的非生物驱动因素非常复杂,因为海拔、坡度和坡向控制着降水量,大气分层影响着气温、湿度和风的分布。在东阿尔卑斯山约 300 平方公里的研究区域内分布着 24 个温度计地块,涵盖了广泛的地形条件。我们通过测量自由水体(Ew)的蒸发量,研究了非生物驱动因素对蒸散量的影响。对于作物蒸散量(ETc)的生物调节作用,我们分析了两种不同的草地类型(生物量高峰期和生物量低谷期),并计算了各自的作物系数(Kc)。结果表明,影响 Ew 和 ETc 的主要物理驱动因素是日出至测量期间累积的太阳辐射(Rs_acc),其次是大气压力(P)、风速(u)和蒸汽压力损失(VPD)。此外,立地生物量和草地类型(即植被类型的资源利用策略)以及沿山谷的地理位置(即谷口、谷中和谷底)也对蒸散发有显著影响。我们认为植物胁迫和/或地面风是地理位置重要性的根本因素,但这还需要进一步研究。目前的研究有助于更好地理解高寒草地生态系统的水分平衡,但我们也发现一些空间驱动因素尚未得到充分解决。
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引用次数: 0
The ecological–hydrological regime of the Han River basin under changing conditions: The coupled influence of human activities and climate change 变化条件下的汉江流域生态-水文系统:人类活动与气候变化的耦合影响
IF 2.5 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-02-14 DOI: 10.1002/eco.2632
Hongxiang Wang, Weiqi Yuan, Huan Yang, Fengtian Hong, Kefei Yang, Wenxian Guo

Because of the confluence of human activities and climate change, the hydrological regime in the Han River basin has substantially evolved, necessitating a multi-faceted, quantitative analysis of the causative factors. Employing cross-wavelet analysis, we examined nonlinear relationships between runoff and meteorological variables. Additionally, we assessed hydrological indicators via the IHA index and RVA, then quantified the drivers of runoff variations across different time scales using the Budyko hypothesis and a Generalized Regression Neural Network (GRNN) model. The findings reveal the presence of sustained resonance periods within the climate-runoff system, notably concentrated in 9- to 15-month intervals during the years 1985–1994, 1995–2012, and 2014–2018, with a confidence level of 95%. Overall, the basin exhibited moderate change (41.66%), with 15 indicators displaying varying degrees of moderate to high transformation. These shifts underscore significant ecosystem transformations. The influence of driving factors on runoff varies across temporal scales. On an annual scale, human activities predominantly shape runoff changes (52.35%), while meteorological factors contribute significantly (47.65%). Conversely, at the monthly scale, climate change emerges as the dominant influence on runoff patterns in June and September, with human activities maintaining a principal role in other months, notably exceeding 90% even in November.

由于人类活动和气候变化的共同作用,汉江流域的水文机制发生了重大变化,因此有必要对其成因进行多方面的定量分析。通过交叉小波分析,我们研究了径流与气象变量之间的非线性关系。此外,我们还通过 IHA 指数和 RVA 评估了水文指标,然后利用布迪科假说和广义回归神经网络 (GRNN) 模型量化了不同时间尺度上径流变化的驱动因素。研究结果表明,气候-径流系统中存在持续的共振期,主要集中在1985-1994年、1995-2012年和2014-2018年的9至15个月内,置信度为95%。总体而言,流域呈现出中度变化(41.66%),15 项指标显示出不同程度的中度到高度转变。这些变化凸显了生态系统的重大转变。不同时间尺度的驱动因素对径流的影响各不相同。在年尺度上,径流变化主要受人类活动的影响(52.35%),气象因素的影响也很大(47.65%)。相反,在月尺度上,气候变化在 6 月和 9 月成为径流模式的主要影响因素,而人类活动在其他月份仍起主要作用,甚至在 11 月也明显超过 90%。
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引用次数: 0
Blanket bogs exhibit significant alterations to physical properties as a result of temporary track removal or abandonment 由于临时拆除或废弃轨道,毯状沼泽的物理性质发生了重大变化
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-02-02 DOI: 10.1002/eco.2623
Jessica Williams-Mounsey, Alistair Crowle, Richard Grayson, Richard Lindsay, Joseph Holden

Temporarily consented tracks made from high-density polyethylene (HDPE) mesh have been used to mitigate both the physical and ecological impacts on peatlands from low-frequency vehicle usage. However, the impacts of mesh track removal or abandonment at the end of the consented period remain poorly understood. Over a 2-year period, we studied replicate sections of abandoned mesh track which, at the start of the experiment, had been unused for approximately 5 years, on a UK blanket bog. Some sections were removed (using two treatment methods – vegetation mown and unprepared), whereas others were left in situ. Metrics were compared both between treatments and to undisturbed reference areas. Significant differences in surface soil moisture were found between abandoned and removed tracks depending on season. Control areas had higher volumetric soil moisture than track locations. Compaction was significantly higher across all track locations in comparison to controls (p < 0.001), but rarefaction was not recorded post-removal, suggesting long-term deformation. Overland flow events were recorded in rut sections for a mean of 16% of the time, compared to <1% in control areas. Sediment traps on the tracks collected 0.406 kg compared to 0.0048 kg from the control traps, equating to a per trap value of 7.3 g from track samplers and 0.17 g from control samplers. Erosion and desiccation features occurred on both removed and abandoned track sections. Both abandonment and removal of mesh tracks have a wide range of impacts on the physical properties of peatlands, suggesting that only where access is a necessity should such a track be installed.

由高密度聚乙烯 (HDPE) 网制成的临时同意轨道已被用于减轻车辆低频使用对泥炭地造成的物理和生态影响。然而,人们对同意期结束后拆除或废弃网状轨道的影响仍然知之甚少。在为期两年的时间里,我们对英国毯状沼泽中废弃网状轨道的重复路段进行了研究,这些路段在实验开始时已经闲置了大约 5 年。其中一些路段被移除(采用两种处理方法--植被刈割和无准备),而其他路段则留在原地。对不同处理方法之间的指标进行了比较,并与未受干扰的参照区域进行了比较。根据季节的不同,废弃和移除的路轨之间的地表土壤湿度存在显著差异。对照区的土壤容积湿度高于铁轨位置。与对照组相比,所有轨道位置的压实度都明显更高(p < 0.001),但在移除后没有记录到稀释现象,这表明存在长期变形。在车辙断面上平均有 16% 的时间记录到了陆地流动事件,而在对照区则为 1%。车辙上的沉积物收集器收集了 0.406 千克沉积物,而对照组的沉积物收集器收集了 0.0048 千克沉积物。在移除和废弃的轨道部分都出现了腐蚀和干燥特征。废弃和移除网道都会对泥炭地的物理特性产生广泛的影响,这表明只有在必须进入泥炭地的情况下才应该安装网道。
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引用次数: 0
Construction and optimization of ecological network based on morphological spatial pattern analysis and minimum cumulative resistance models in Haihe River basin 基于形态空间模式分析和最小累积阻力模型的海河流域生态网络构建与优化
IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-02-01 DOI: 10.1002/eco.2620
Fawen Li, Yuyao Zhao, Yong Zhao

In recent years, landscape fragmentation has become increasingly serious due to the impact of human activities. The ecological network can ensure the ecological function of the region through linearly connecting ecological corridors and effectively solving the problem of landscape fragmentation that occurs in the evolution of landscape patterns. Based on MSPA and MCR models, the article analyses the distribution and changes of landscape types in the Haihe River basin and constructs an ecological network in the study area by combining the local ecological characteristics of the basin. The network structure is optimized in the end by selecting three large stepping stones, constructing 69 internal ecological stepping stones, identifying 212 fracture points, and adding seven ecological corridors to build a point–line surface network structure with an internal and external double-loop structure. The connectivity of the network structure is evaluated by using complex network method. It is calculated that the network connectivity performance is improved by 13.95% after optimization, which means the species exchange in the study area is closer.

近年来,由于人类活动的影响,景观破碎化问题日益严重。生态网络可以通过线性连接生态廊道,保证区域的生态功能,有效解决景观格局演变过程中出现的景观破碎化问题。文章基于 MSPA 和 MCR 模型,分析了海河流域景观类型的分布与变化,并结合流域当地的生态特征,构建了研究区域的生态网络。通过选取 3 个大型踏脚石,构建 69 个内部生态踏脚石,识别 212 个断裂点,增加 7 个生态廊道,最终优化了网络结构,构建了内外双环的点线面网络结构。采用复杂网络法对网络结构的连通性进行了评估。经计算,优化后的网络连通性提高了 13.95%,这意味着研究区域的物种交流更加密切。
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引用次数: 0
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Ecohydrology
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