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Contrasting responses of carbon fluxes to hydrothermal drivers in dry grassland and wet meadow ecosystems of the temperate steppe 温带草原干草地和湿草甸生态系统碳通量对热液驱动因素的响应对比
IF 7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2026-01-26 DOI: 10.1016/j.ecolind.2026.114662
Jiakang Fu , Yixuan Wang , Tingxi Liu , Limin Duan , Guixin Zhang , Jianguo Ji , Jianwei Liu
This study focused on dry grassland and wet meadow ecosystems, two dominant ecosystem types within the temperate steppe. CO2 flux dynamics and key hydrothermal drivers were comparatively analyzed using eddy covariance observations, with a view to revealing their threshold effects and lag responses. Results revealed that the wet meadow ecosystem (WME) acted as a significantly stronger CO2 sink with greater flux variability compared to the dry grassland ecosystem (DGE). While both ecosystems shared similar seasonal trends, they operated under fundamentally different regulatory mechanisms. In the DGE, net ecosystem exchange (NEE) was primarily regulated by latent heat flux (LE) and net radiation (Rn), leading to the system being energy-limited and prone to saturation. Net CO₂ uptake increased rapidly only under low-energy conditions, but a clear physiological saturation threshold was identified (LE > 74.7 W m−2 and Rn > 146.8 W m−2), suggesting that limited soil moisture restricted the ability of DGE to utilize excess energy for photosynthesis. In contrast, the WME, benefiting from abundant soil moisture, experienced a continuous intensification of net CO₂ uptake with increasing LE, Rn, and VPD. This response pattern successfully surpassed the energy saturation limits observed in the DGE. Nevertheless, a hydraulic limitation mechanism emerged under extreme atmospheric dryness, where CO₂ uptake plateaued when VPD exceeded 39.50 hPa, indicating stomatal closure to prevent water loss. At the diurnal scale, CO₂ fluxes closely tracked energy-related drivers, showing minimal lag effects. In the DGE, lag relationships with hydrothermal factors remained stable throughout the growing season, while they fluctuated significantly in the WME, particularly with soil temperature and VPD. These results offer key insights for assessing CO₂ sink potential and inform ecosystem conservation strategies.
本研究以温带草原的两种主要生态系统类型干草地和湿草甸为研究对象。利用涡动相关观测对比分析了CO2通量动力学和关键热液驱动因素,揭示了它们的阈值效应和滞后响应。结果表明,湿草甸生态系统(WME)的CO2汇能力显著强于干草地生态系统(DGE),且通量变异较大。虽然这两个生态系统具有相似的季节性趋势,但它们在根本不同的监管机制下运作。在DGE中,净生态系统交换(NEE)主要受潜热通量(LE)和净辐射(Rn)的调节,导致系统能量有限,容易饱和。净CO₂吸收量仅在低能量条件下快速增加,但确定了明确的生理饱和阈值(LE >; 74.7 W m−2和Rn >; 146.8 W m−2),表明有限的土壤水分限制了DGE利用多余能量进行光合作用的能力。相比之下,WME得益于丰富的土壤水分,随着LE、Rn和VPD的增加,净CO₂吸收量持续增强。这种响应模式成功地超越了DGE中观察到的能量饱和极限。然而,在极端干燥的大气条件下,出现了水力限制机制,当VPD超过39.50 hPa时,CO 2吸收趋于稳定,表明气孔关闭以防止水分流失。在日尺度上,CO₂通量密切跟踪与能源相关的驱动因素,显示出最小的滞后效应。在DGE中,与热液因子的滞后关系在整个生长季节保持稳定,而在WME中,与土壤温度和VPD的滞后关系波动较大。这些结果为评估CO₂汇潜力和生态系统保护策略提供了关键见解。
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引用次数: 0
Soil properties rather than climate dominate the variation of leaf trait network structure in desert ecosystems: a case study from the Hexi Corridor, Northwestern China 荒漠生态系统叶片性状网络结构变化的主导因素是土壤性质而非气候——以河西走廊为例
IF 7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2026-01-29 DOI: 10.1016/j.ecolind.2026.114644
Shanjia Li , Xinyi Zhou , Lidong Lu , Zhaoxiang Zhang , James F. White , Haifeng Liu , Yingxiang Miao , Lu Yang , Bin Du , Zhikang Wang
Leaf trait networks (LTNs) can reveal complex relationships among multiple traits, and their topological structure reflects plant adaptation to the environment. However, the main environmental drivers and underlying mechanisms of spatial variation in LTN structure remain insufficiently studied, particularly in desert ecosystems. To this end, this study selected 15 typical desert sites along the southeast to northwest of the Hexi Corridor, constructed LTNs based on 20 leaf functional traits, and used geography, climate, soil, and plant diversity as environmental factors to assess their relationships with the network structure. The results showed that LTN structure varied greatly among sites, exhibiting significant spatial heterogeneity. Moreover, for different plant life forms, the network topology of herbaceous species was more tightly connected than that of shrubs, suggesting that herbs rely more on multi-trait coordination to improve resource-use efficiency. Among all environmental factors, soil properties had the greatest influence on LTN variation, with higher soil nutrients significantly enhancing network connectivity and complexity, while geographic and climatic factors had weaker direct effects. Partial least squares path modeling further revealed that soil properties had significant direct effects on LTN structure, whereas climate and geography influenced it indirectly through plant diversity. This study highlights the key role of soil properties in regulating LTNs in desert ecosystems and provides insights into how multi-trait trade-offs are reshaped and optimized in resource-heterogeneous communities.
叶片性状网络能够揭示多个性状之间的复杂关系,其拓扑结构反映了植物对环境的适应性。然而,对LTN结构空间变化的主要环境驱动因素和潜在机制的研究仍然不够充分,特别是在沙漠生态系统中。为此,本研究选取河西走廊东南至西北15个典型荒漠样地,基于20个叶片功能性状构建ltn,并以地理、气候、土壤和植物多样性为环境因子,评价其与网络结构的关系。结果表明:不同立地间LTN结构差异较大,表现出明显的空间异质性。此外,在不同的植物生命形式中,草本物种的网络拓扑结构比灌木更紧密,表明草本物种更多地依靠多性状协调来提高资源利用效率。在所有环境因子中,土壤性质对LTN变化的影响最大,土壤养分的增加显著增强了网络的连通性和复杂性,而地理和气候因子的直接影响较弱。偏最小二乘路径模型进一步揭示了土壤性质对LTN结构的直接影响,而气候和地理通过植物多样性间接影响LTN结构。该研究强调了土壤特性在调节荒漠生态系统ltn中的关键作用,并为资源异质群落中多性状权衡如何重塑和优化提供了见解。
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引用次数: 0
Carbon sequestration service flow assessment and threshold-based key factors controlling supply–demand balance in the Middle and Lower Yangtze River Plain 基于阈值的长江中下游平原固碳服务流量评价及供需平衡控制关键因素
IF 7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2026-02-18 DOI: 10.1016/j.ecolind.2026.114705
Yiwen Sun , Qingyuan Yang
Carbon sequestration services are crucial for climate regulation, yet current assessments predominantly focus on static carbon storage while overlooking dynamic spatial flows and management thresholds in rapidly urbanizing regions. This study developed an integrated framework combining multi-scale spatial analysis with XGBoost-SHAP modeling to evaluate CSS flows and identify thresholds across the Middle and Lower Yangtze River Plain from 2002 to 2022. The findings reveal: (1) A widening supply-demand gap, with the supply-demand ratio declining from 1.18:1 to 0.40:1 as carbon supply decreased from 8.33 × 108 t to 8.25 × 108 t while demand surged to 20.48 × 108 t; (2) Intensifying spatial heterogeneity from provincial to grid scales, with carbon deficits concentrated in northeastern industrialized areas; (3) A fundamental shift from natural to anthropogenic control, with land use intensity becoming the dominant predictive factor by 2012 (SHAP = 0.137, intensifying to 0.180 by 2022), revealing critical thresholds of population density (109.17 persons/km2), land use intensity (2.44), elevation (187.72 m), and temperature (17.72 °C); (4) Eight priority management zones covering 24,297.77 km2 (2.64% of study area), concentrated in topographically complex regions and vital for regional carbon balance. The irreversibility of threshold transitions renders immediate protection of these areas an urgent policy imperative for achieving carbon neutrality goals.
固碳服务对气候调节至关重要,但目前的评估主要侧重于静态碳储存,而忽视了快速城市化地区的动态空间流动和管理阈值。利用多尺度空间分析与XGBoost-SHAP模型相结合的综合框架,对2002 - 2022年长江中下游平原地区的CSS流进行了评价,并确定了阈值。结果表明:(1)供需缺口不断扩大,供需比从1.18:1下降到0.40:1,碳供应从8.33 × 108 t下降到8.25 × 108 t,而需求激增到20.48 × 108 t;②从省到网的空间异质性加剧,碳赤字主要集中在东北工业地区;(3)从自然控制向人为控制发生根本性转变,到2012年,土地利用强度成为主导预测因子(SHAP = 0.137,到2022年增强至0.180),揭示了人口密度(109.17人/km2)、土地利用强度(2.44)、海拔(187.72 m)和温度(17.72℃)的临界阈值;(4) 8个优先管理区面积24297.77 km2(占研究面积的2.64%),集中在地形复杂的区域,对区域碳平衡至关重要。阈值转换的不可逆性使得立即保护这些地区成为实现碳中和目标的迫切政策。
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引用次数: 0
eDNA-based monitoring metrics for migratory and resident fish following full and partial removal of river barriers 基于edna的河流屏障全部或部分移除后洄游和常驻鱼类监测指标
IF 7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2026-02-13 DOI: 10.1016/j.ecolind.2026.114694
Benjamin Overland , Millicent V. Parks , Carlos Garcia de Leaniz , Sofia Consuegra
The fragmentation of river systems by artificial barriers is contributing to the global decline of migratory fish species. In response, many barriers are now being considered for removal or mitigation to restore connectivity, but the effectiveness of such interventions is unclear due to a lack of monitoring before and after mitigation. We used two complementary monitoring methods based on environmental DNA (eDNA) analysis, detection (determined by number of positive qPCRs) and abundance (based on the analysis of copy numbers), to assess the response of two migratory fish (the European eel, Anguilla anguilla, and the Atlantic salmon Salmo salar) as well as the (predominantly) potadromous brown trout (Salmo trutta) to the partial or full removal of twelve barriers in five Welsh rivers. We observed species-specific responses, and differences based on the assessment method (detection or abundance) and mitigation type (easement or removal). Trout detection and abundance increased following barrier mitigation, while salmon and eel detection declined, with salmon abundance remaining the same. Analysis using the number of copies offered higher resolution than relying on qPCR positives alone, indicating that eDNA monitoring which relies solely on detection may obscure subtle changes in populations following barrier mitigation. Our abundance estimates comparing the removal and easement of small weirs indicate that full barrier removal leads to an increase in trout abundance one year after mitigation when compared to easement, but even small mitigation interventions of in-stream barriers influence both migratory and resident fish populations, which may benefit from increasing habitat availability and connectivity.
人工屏障使河流系统破碎,导致全球洄游鱼类数量减少。为此,目前正在考虑消除或缓解许多障碍,以恢复连通性,但由于缺乏缓解前后的监测,这些干预措施的有效性尚不清楚。我们使用了基于环境DNA (eDNA)分析、检测(由阳性qpcr数量决定)和丰度(基于拷贝数分析)的两种互补监测方法,来评估两种洄游鱼类(欧洲鳗、安圭拉鳗和大西洋鲑鱼Salmo salar)以及(主要)褐鳟(Salmo trutta)对威尔士五条河流中12个屏障的部分或全部移除的反应。我们观察到物种特有的反应,以及基于评估方法(检测或丰度)和缓解类型(缓解或移除)的差异。在屏障减少后,鳟鱼的检测数量和丰度增加,而鲑鱼和鳗鱼的检测数量下降,鲑鱼的丰度保持不变。使用拷贝数的分析比单独依赖qPCR阳性提供更高的分辨率,这表明仅依赖检测的eDNA监测可能会掩盖屏障缓解后种群的微妙变化。我们对小堰的移除和缓解进行了丰度估算,结果表明,与缓解相比,完全移除屏障会导致缓解一年后鳟鱼丰度增加,但即使是对河内屏障进行小规模的缓解干预,也会影响洄游鱼类和居住鱼类种群,这可能会从栖息地可用性和连通性的增加中受益。
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引用次数: 0
Decoupling of structural and functional forest recovery: heterogeneity in post-fire normalized difference vegetation index (NDVI) and net primary productivity (NPP) trajectories across China (2000–2015) 森林结构与功能恢复的解耦:2000-2015年中国火灾后归一化植被指数(NDVI)和净初级生产力(NPP)变化轨迹的异质性
IF 7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2026-02-09 DOI: 10.1016/j.ecolind.2026.114684
Qiwei Li , Huiqing Zhang , Juan Gui , Shiqin Xu , Qin Shen , Simei Lin , Huaguo Huang
Forest fires are major disturbances that reshape ecosystem structure and function, yet post-fire trajectories of vegetation greenness and productivity often diverge. The spatial patterns and drivers of this structural–functional decoupling remain insufficiently understood. Here, we quantified differences between normalized recovery trends of normalized difference vegetation index (NDVI) and net primary productivity (NPP) in China's forests during the first five years following single-burn events (2001–2015) using a metric termed ΔnSlope (defined as the difference between normalized NDVI and NPP recovery slopes). By applying a sensitivity threshold of 0.5 standard deviations to distinguish significant decoupling from background noise, we found that 53.93% of the burned areas exhibited significant structural–functional decoupling. Specifically, functional recovery (NPP) significantly outpaced structural recovery (NDVI) in 29.60% of the total burned area. Spatially, NPP‑lead decoupling was most pronounced in northeastern forests and the North China–Inner Mongolia ecotone, while synchronous or NDVI‑lead patterns occurred in southwestern regions. Using a random forest model on the continuous dataset, we identified that fire-year precipitation was the strongest positive driver of synchrony, whereas post-fire drought stress amplified divergence. Topography and soil properties further modulated heterogeneity, with higher elevation, steeper slopes, and sandy soils increasing decoupling by constraining resource availability. These findings reveal substantial spatial variability in post-fire ecosystem recovery across China and highlight the dominant role of water availability in shaping structural–functional dynamics. The results provide a scientific basis for region-specific forest restoration and resilience management under a changing climate.
森林火灾是重塑生态系统结构和功能的主要干扰因素,但火灾后植被绿化率和生产力的变化轨迹往往存在差异。这种结构-功能脱钩的空间模式和驱动因素仍然没有得到充分的了解。在此,我们使用ΔnSlope(定义为归一化植被指数和NPP恢复斜率之间的差值)量化了中国森林在单次燃烧事件后的前五年(2001-2015)归一化植被指数(NDVI)和净初级生产力(NPP)的归一化恢复趋势之间的差异。采用0.5个标准差的灵敏度阈值来区分背景噪声中的显著解耦,发现53.93%的烧伤区域表现出显著的结构-功能解耦。具体而言,29.60%的烧伤面积中,功能恢复(NPP)明显超过结构恢复(NDVI)。在空间上,东北森林和华北—内蒙交错带的NPP -铅解耦最为明显,而西南地区则呈现同步或NDVI -铅解耦模式。利用连续数据集上的随机森林模型,我们发现5年降水是同步的最强正驱动因素,而火灾后的干旱胁迫则放大了差异。地形和土壤性质进一步调节了异质性,高海拔、陡坡和沙质土壤通过限制资源可用性增加了去耦性。这些发现揭示了中国火灾后生态系统恢复的显著空间变异性,并强调了水分有效性在形成结构-功能动态中的主导作用。研究结果为气候变化条件下的区域森林恢复和恢复力管理提供了科学依据。
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引用次数: 0
Assessing the impact of afforestation on forest vegetation structure using fraction of vegetation cover and leaf area index indicators from harmonized Landsat and Sentinel-2 imagery 利用Landsat和Sentinel-2统一影像的植被覆盖度和叶面积指数评估造林对森林植被结构的影响
IF 7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2026-02-04 DOI: 10.1016/j.ecolind.2026.114661
Richard Fernandes , Mitchell Bonney , Val Deziel , Gang Hong , Andrea Nestoly , Aidan O'Brien , Lixin Sun , Piotr Tompalski
Reliable regional monitoring of afforested sites is hampered by the cost of in-situ surveys and limitations of land-cover mapping for assessing canopy condition. The SL2P-CCRS neural network algorithms were applied to harmonized Landsat and Sentinel-2 imagery to derive annual maximum leaf area index (LAI) and fraction of vegetation cover (FCOVER) for 994 afforested sites across a 168,241 km2 region in southern Canada, between 2013 and 2023. Indicators were defined as ratios of annual maximum LAI or FCOVER between each site and reference forests to control for variability due to climate, species and soils.
LAI and FCOVER estimates met Global Climate Observing System uncertainty requirements for over 90% of 94 in-situ validation plots. Indicators gradually (<20% on average) increased in LAI and FCOVER prior to 10 years after planting with LAI continuing to increase (>30% on average) between 10 years and 16 years. Mixedwood sites generally reached reference FCOVER and LAI after 10 years while softwood sites exceeded reference levels by >20% on average. Weak correlations between indicators and climate or site attributes confirm that the reference-based approach effectively normalizes for environmental gradients. Sites with persistently low indicator values were associated with low forest cover due to disturbance or low crown cover due to land degradation, while high-indicator sites represented the upper tail of natural variability rather than discrete anomalies. These findings demonstrate that FCOVER and LAI time series from medium-resolution satellite imagery enable cost-effective, spatially consistent monitoring of afforestation dynamics and identification of poorly regenerating or disturbed sites.
由于原位调查的成本和评估冠层状况的土地覆盖测绘的局限性,对造林地点进行可靠的区域监测受到阻碍。将SL2P-CCRS神经网络算法应用于统一的Landsat和Sentinel-2图像,得到了2013年至2023年间加拿大南部168,241 km2地区994个造林点的年最大叶面积指数(LAI)和植被覆盖分数(FCOVER)。指标被定义为每个样地与参考林之间的年最大LAI或FCOVER的比值,以控制因气候、物种和土壤引起的变异。LAI和FCOVER估算值在94个原位验证地块中超过90%满足全球气候观测系统的不确定性要求。LAI和FCOVER指标在种植前10年逐渐(平均20%)增加,10 - 16年LAI继续增加(平均30%)。混交木样地在10年后总体达到参考FCOVER和LAI,而软木样地平均超过参考水平20%。指标与气候或站点属性之间的弱相关性证实了基于参考的方法有效地标准化了环境梯度。指标值持续较低的地点与干扰导致的低森林覆盖率或土地退化导致的低树冠覆盖率相关,而高指标值的地点代表自然变率的上尾,而不是离散的异常。这些发现表明,来自中分辨率卫星图像的FCOVER和LAI时间序列能够经济有效地监测造林动态,并识别再生能力差或受干扰的地点。
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引用次数: 0
Microtopography modulates stochastic plant community assembly: links to soil resource heterogeneity and landscape connectivity 微地形调节随机植物群落组装:与土壤资源异质性和景观连通性的联系
IF 7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2026-02-09 DOI: 10.1016/j.ecolind.2026.114682
Zihao Li , Zhuofan Li , Guangyu Hong , Xiaowei Gao , Guanzhi Liu , Haifeng Yang , Lei Liu , Chenming Liu , Zheng Wang , Long Hai , Runhong Gao
In arid ecosystems, environmental filtering is typically assumed to drive community assembly, yet the interplay between local microtopographic heterogeneity and landscape connectivity remains unclear. Here, we evaluated taxonomic, functional, and phylogenetic diversity and applied a functional β-diversity-based null model framework across windward slopes, interdune lowlands, and leeward slopes in the Mu Us Desert. We found that significant spatial variation in soil resources was accompanied by distinct patterns in multidimensional diversity. Nevertheless, stochastic processes consistently dominated community assembly (> 88%) across all microhabitats, primarily driven by homogenizing dispersal (56%–91%), which formed a shared backbone of compositional similarity across the landscape. Specifically, plants in interdune lowlands and leeward slopes were structured largely by dispersal processes, whereas windward slopes retained distinct deterministic signatures (11% homogeneous selection) and elevated contributions from undominated processes (29%). These patterns suggest that, even under environmentally stressful conditions, the observed stochastic dominance is likely supported by the combined influence of resource heterogeneity and landscape connectivity, rather than being driven solely by local filtering. Our results refine the stress-dominance hypothesis by implying that, in high-connectivity landscapes, mass effects can mask local selection pressures, providing ecological insights for integrating connectivity into dryland restoration strategies.
在干旱生态系统中,环境过滤通常被认为是驱动群落聚集的因素,但局部微地形异质性与景观连通性之间的相互作用尚不清楚。在此,我们评估了毛乌素沙漠迎风坡、丘间低地和背风坡的分类、功能和系统发育多样性,并应用了基于功能β多样性的零模型框架。研究发现,土壤资源在空间上存在显著差异,但在多维多样性上存在明显差异。然而,在所有微生境中,随机过程始终主导着群落组合(> 88%),这主要是由均匀化扩散(56%-91%)驱动的,这形成了整个景观中组成相似性的共同主干。具体而言,沙丘间低地和背风坡的植物主要由分散过程构成,而上风坡保留了明显的确定性特征(11%均质选择)和非支配过程的高贡献(29%)。这些模式表明,即使在环境压力条件下,观察到的随机优势也可能受到资源异质性和景观连通性的综合影响,而不是仅仅由局部过滤驱动。我们的研究结果完善了压力优势假说,表明在高连通性景观中,质量效应可以掩盖局部选择压力,为将连通性整合到旱地恢复策略中提供了生态学见解。
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引用次数: 0
Assessing seasonal river-wetland connectivity using remote sensing-based monitoring in tropical environments 基于遥感监测的热带环境季节性河流-湿地连通性评估
IF 7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2026-01-19 DOI: 10.1016/j.ecolind.2026.114624
Dylan J. Irvine , Kaline de Mello , Porni Mollick
Understanding the timing of river-floodplain wetland connection is critical for anticipating ecological risks, including aquatic fauna strandings. In the wet–dry tropics of northern Australia, these risks may intensify due to climate change and water extraction. We combined Sentinel-2-derived modified normalised difference water index (MNDWI), river stage, and rainfall data to monitor inundation dynamics and connectivity between the Daly River (Australia) and three permanent wetlands that act as refugia for aquatic species. We assess annual flood frequency (2018–2025), monthly inundated area, and their relationships with rainfall and river stage. Data gaps due to cloud cover were gap-filled using a random walk model with Kalman filtering and smoothing. Gap-filled MNDWI enabled the detection of spatiotemporal wetness patterns along transects connecting the wetland to the river. Results reveal large interannual variability in inundation, with 2018–2019 and 2019–2020 exhibiting low persistence and extent of flooding, while 2023–2024 showed widespread and prolonged inundation. Connectivity duration differed among transects (6–112 days). We identify stage thresholds (m) for disconnection as an indicator of river-wetland connectivity, with first disconnection dates varying between February–July, depending on the transect. We also derive three pixel-based hydrological indicators: first wetting day, last drying day, and seasonal duration of wet conditions (days yr−1). The strength of relationships between inundation and predictors supports the use of these readily available datasets for forecasting disconnection timing. We provide a practical approach to inform aquatic biodiversity conservation planning measures that can be readily adapted to other floodplain systems.
了解河流与洪泛平原湿地连接的时间对于预测生态风险(包括水生动物搁浅)至关重要。在澳大利亚北部干湿热带地区,由于气候变化和水资源开采,这些风险可能会加剧。我们将sentinel -2衍生的修正归一化差水指数(MNDWI)、河流阶段和降雨数据结合起来,监测澳大利亚戴利河(Daly river)和三个作为水生物种避难所的永久湿地之间的淹没动态和连通性。我们评估了年洪水频率(2018-2025)、月淹没面积及其与降雨量和河流阶段的关系。利用卡尔曼滤波和平滑的随机游走模型来填补由于云层覆盖造成的数据缺口。空白填充的MNDWI能够检测连接湿地和河流的横断面的时空湿度模式。结果表明,洪水年际变化较大,2018-2019年和2019-2020年洪水持续时间和程度较低,而2023-2024年洪水持续时间较长。不同样带的连通性持续时间不同(6 ~ 112天)。我们确定了断流阶段阈值(m)作为河流-湿地连通性的指标,根据样带的不同,第一次断流日期在2月至7月之间变化。我们还得出了三个基于像素的水文指标:第一次湿润日、最后干燥日和潮湿条件的季节性持续时间(年- 1天)。洪水和预测者之间关系的强度支持使用这些现成的数据集来预测断流时间。我们提供了一种实用的方法,为水生生物多样性保护规划措施提供信息,这些措施可以很容易地适应其他洪泛平原系统。
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引用次数: 0
Flying above fragility: Remote sensing and field samplings unveil microcrustacean patterns in ephemeral ponds 在脆弱之上飞行:遥感和实地取样揭示了短暂池塘中的微甲壳类动物模式
IF 7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2026-01-23 DOI: 10.1016/j.ecolind.2026.114655
Livia Benedini , Giulia Cesarini , Davide Taurozzi , Virginia Iorio-Merlo , Francesco Simone Mensa , Massimiliano Scalici
Temporary ponds (TPs) are ephemeral freshwater habitats that undergo seasonal drying, creating harsh and highly dynamic environments. Microcrustaceans are key biological components of TPs since they play a crucial role in ecosystem dynamics. The main objective of this study is to test an innovative approach that combines field sampling with modern remote sensing technologies to: (i) investigate the temporal variation of microcrustacean communities and the influence of hydroperiod length and pond area in three coastal temporary ponds (TpA, TpB, TpC) and (ii) assess the hydroperiod length using unmanned aerial vehicles (UAVs). Overall, eight microcrustacean families were identified. In TpA, five families were recorded, whereas six families were documented in both TpB and TpC exhibiting diverse feeding strategies. Our observations suggest that the presence and relative abundance of taxa in the ponds significantly changed over time. We observed statistically significant similarities in TpB and TpC communities, with a Jaccard similarity coefficient of 0.833 in January, whereas the comparison between these communities and TpA did not show the same level of similarity. We also found a positive correlation between pond size and Shannon diversity index (Spearman: rho = 0.607, p < 0.01), indicating that an increase in pond area corresponded to greater microcrustacean diversity. Furthermore, our analyses revealed that temporal variability plays a more prominent role than spatial heterogeneity (transect and sub-transect) in explaining the observed biodiversity patterns. Our findings highlight the effectiveness of analyzing temporary environments through a multi-methodological approach that can be replicated over time and internationally adopted.
临时池塘(TPs)是短暂的淡水栖息地,经历季节性干燥,创造了严酷和高度动态的环境。微甲壳类动物在生态系统动力学中起着至关重要的作用,是TPs的关键生物组成部分。本研究的主要目的是测试一种将野外采样与现代遥感技术相结合的创新方法,以:(i)调查三个沿海临时池塘(TpA, TpB, TpC)的微甲壳类动物群落的时间变化以及水期长度和池塘面积的影响;(ii)利用无人机(uav)评估水期长度。总共鉴定出8个微甲壳类动物科。在TpA中记录了5个科,而在TpB和TpC中记录了6个科,表现出不同的摄食策略。我们的观察表明,随着时间的推移,池塘中分类群的存在和相对丰度发生了显著变化。1月份,TpB和TpC群落的Jaccard相似系数为0.833,而TpA与TpB群落的相似性不高。我们还发现池塘大小与Shannon多样性指数呈正相关(Spearman: rho = 0.607, p < 0.01),表明池塘面积的增加对应着更大的微甲壳类生物多样性。此外,我们的分析表明,在解释观察到的生物多样性格局方面,时间变异比空间异质性(样带和亚样带)更为突出。我们的研究结果强调了通过多方法方法分析临时环境的有效性,这种方法可以随着时间的推移而被复制并在国际上采用。
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引用次数: 0
A stacked machine learning approach for mapping grazing pressure on the Qinghai-Tibet Plateau: implications for sustainable pasture management 青藏高原放牧压力映射的堆叠机器学习方法:对可持续牧场管理的启示
IF 7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2026-01-22 DOI: 10.1016/j.ecolind.2026.114631
Jianjun Chen , Qinyi Huang , Yi Sun , Yu Qin , Xinhong Li , Hucheng Li , Jiayuan Yin , Qingmin Cheng , Xiaowen Han , Haotian You , Shuhua Yi
Livestock grazing is one of the primary pressures on the vegetation ecology of the Qinghai-Tibet Plateau (QTP). However, its spatial distribution is highly heterogeneous due to multiple drivers, leading to localized overuse and ecological degradation. This spatial complexity underscores the urgent need for long-term grazing pressure monitoring to support sustainable pasture management. This study developed a spatiotemporal simulation framework for relative grazing pressure (RGP) using a Stacked Generalization Machine Learning (Stacking-ML) model. By integrating county-level actual livestock carrying capacity (ALCC) data with multisource variables (including terrain, vegetation indices, and human footprint indices), we quantified RGP trends in the QTP region over 20 years and evaluated their implications for grazing sustainability. The results showed that: 1) the Stacking-ML model (R2 = 0.770, RMSE = 0.0015) outperformed single-algorithm models in RGP simulation, achieving high temporal consistency and spatial resolution; 2) RGP exhibited an east-west gradient, with significantly higher growth rates in the eastern QTP (p < 0.05); 3) policy interventions (e.g., grazing bans in degraded areas) effectively mitigated pressure hotspots in eastern regions. Our framework provides a scalable tool for evidence-based grassland governance, emphasizing the synergy between machine learning and policy-driven sustainability.
放牧是青藏高原植被生态的主要压力之一。但由于多种驱动因素的影响,其空间分布具有高度的异质性,导致局部性过度利用和生态退化。这种空间复杂性强调了长期放牧压力监测的迫切需要,以支持可持续的牧场管理。本研究利用堆叠泛化机器学习(Stacking-ML)模型开发了一个相对放牧压力(RGP)的时空模拟框架。通过将县域实际牲畜承载能力(ALCC)数据与多源变量(包括地形、植被指数和人类足迹指数)相结合,量化了QTP地区20年来的RGP趋势,并评估了其对放牧可持续性的影响。结果表明:1)在RGP模拟中,stack - ml模型(R2 = 0.770, RMSE = 0.0015)优于单算法模型,具有较高的时间一致性和空间分辨率;2) RGP呈东西梯度,东部地区的生长速率显著高于东部地区(p < 0.05);3)政策干预(如在退化地区封牧)有效缓解了东部地区的压力热点。我们的框架为基于证据的草原治理提供了一个可扩展的工具,强调了机器学习和政策驱动的可持续性之间的协同作用。
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引用次数: 0
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Ecological Indicators
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