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Role of Initial Conditions and Meteorological Drought in Soil Moisture Drought Propagation: An Event-Based Causal Analysis Over South Asia 初始条件和气象干旱在土壤水分干旱传播中的作用:南亚上空基于事件的因果分析
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-20 DOI: 10.1029/2024EF004674
Amitesh Gupta, L. Karthikeyan

The role of meteorological droughts and initial conditions (land and atmosphere) in soil moisture drought (SMD) propagation are not yet fully understood. This work uses a drought event-based causal framework to investigate the relative importance of meteorological drought (MD) duration and intensity and initial conditions that result in surface and rootzone SMD, considering their event-level propagation time (PT) over South Asia. Initially, spatial variability of drought propagation is assessed by the Propagation Ratio (PR) computed based on MD counts that trigger SMD at various lags. PR depicts 2–3 months slower rootzone propagation than at surface. The gradual decrease in PR with increasing regional aridity indicates faster propagation over humid regions. The causal impact of initial conditions and MD parameters on propagating SMD are evaluated using normalized mutual information and a newly proposed normalized conditional mutual information. We found greater importance of triggering MD parameters followed by initial soil moisture condition on propagating SMD. This behavior is more evident for the surface layer propagation at shorter PT. There is a confounding effect of initial atmospheric conditions on drought propagation through initial soil moisture, depicting the significance of land-atmosphere interactions prior to propagation. In the rootzone propagation, initial soil moisture has a greater influence on propagation, especially at longer PT, indicating the significance of soil moisture persistence. Stronger causal links obtained through the joint influence of MD parameters on SMD suggest the importance of accounting for MD duration and intensity simultaneously, which are not considered in drought index-based propagation studies.

气象干旱和初始条件(土地和大气)在土壤水分干旱(SMD)传播中的作用尚未完全明了。本研究采用基于干旱事件的因果框架,研究气象干旱(MD)持续时间和强度以及初始条件的相对重要性,考虑到它们在南亚地区的事件级传播时间(PT),这些因素导致地表和根区土壤水分干旱。首先,根据在不同滞后期触发 SMD 的气象干旱计数计算出的传播比 (PR),评估干旱传播的空间变异性。PR 表明根区的传播速度比地表慢 2-3 个月。随着区域干旱程度的增加,干旱传播比逐渐降低,这表明干旱在潮湿区域的传播速度更快。利用归一化互信息和新提出的归一化条件互信息评估了初始条件和 MD 参数对 SMD 传播的因果影响。我们发现,在传播 SMD 的过程中,触发 MD 参数的重要性更大,其次是土壤水分初始条件。这种行为在较短 PT 的表层传播中更为明显。通过初始土壤水分,初始大气条件对干旱传播有混杂效应,这说明了传播前土地-大气相互作用的重要性。在根区传播中,初始土壤水分对传播的影响更大,尤其是在较长的传播时间内,这表明土壤水分的持久性非常重要。通过MD参数对SMD的共同影响而获得的更强因果联系表明,同时考虑MD持续时间和强度非常重要,而基于干旱指数的传播研究并未考虑这一点。
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引用次数: 0
High Resolution (30 m) Burned Area Product Improves the Ability for Carbon Emission Estimation in Africa 高分辨率(30 米)烧毁面积产品提高了非洲碳排放估算能力
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-19 DOI: 10.1029/2024EF005051
Baoye Qi, Zhaoming Zhang, Tengfei Long, Guojin He, Guizhou Wang, Yan Peng, Zekun Xu

Fire significantly contributes to greenhouse gas emissions. The current global burned area (BA) products mainly have coarse native spatial resolution, which leads to underestimation of global BA and carbon emissions from biomass burning. Performances of BA products in Africa from GABAM (30 m), MCD64A1 (500 m), GFED4s (0.25°), FireCCI51 (250 m), and GFED5 (0.25°) were compared. From 2014 to 2020, GFED5 detected the most BA, 1.58 times more than GABAM during the same period. GABAM detected 0.09 Mkm2 more burned area than FireCCI51 on average. From 2014 to 2016, GABAM detected an average of 2.99 Mkm2 of BA in Africa, which was 1.03 times more than GFED4s. From 2014 to 2021, the average African BA derived from GABAM was 2.89 Mkm2, 1.22 times more than MCD64A1. The increase in BA will inevitably lead to an increase in the estimation of carbon emissions from biomass burning. Based on GABAM products and GFED framework, we estimated the average vegetation burning carbon emissions in Africa from 2014 to 2021 to be 1113.25 Tg, which is higher than GFED4s' carbon emissions in the same time period. This shows that the use of high-resolution (30 m) burned area products to estimate carbon emissions can effectively avoid the underestimation of overall fire carbon emissions.

火灾是温室气体排放的重要来源。目前的全球燃烧面积(BA)产品主要具有较粗的本地空间分辨率,这导致低估了生物质燃烧产生的全球燃烧面积和碳排放量。我们比较了来自 GABAM(30 米)、MCD64A1(500 米)、GFED4s(0.25°)、FireCCI51(250 米)和 GFED5(0.25°)的非洲燃烧面积产品的性能。从 2014 年到 2020 年,GFED5 检测到的 BA 最多,是同期 GABAM 的 1.58 倍。GABAM 平均比 FireCCI51 多探测到 0.09 平方公里的烧毁面积。从 2014 年到 2016 年,GABAM 在非洲平均探测到 2.99 平方公里的 BA,是 GFED4 的 1.03 倍。从 2014 年到 2021 年,GABAM 得出的非洲平均 BA 为 2.89 Mkm2,是 MCD64A1 的 1.22 倍。生物质燃烧量的增加必然会导致生物质燃烧碳排放量估算的增加。基于 GABAM 产品和 GFED 框架,我们估算出 2014 至 2021 年非洲植被燃烧的平均碳排放量为 1113.25 Tg,高于 GFED4 的同期碳排放量。这表明,使用高分辨率(30 米)燃烧面积产品估算碳排放量可有效避免低估整体火灾碳排放量。
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引用次数: 0
Projecting Large Fires in the Western US With an Interpretable and Accurate Hybrid Machine Learning Method 用可解释且准确的混合机器学习方法预测美国西部的大型火灾
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-19 DOI: 10.1029/2024EF004588
Fa Li, Qing Zhu, Kunxiaojia Yuan, Fujiang Ji, Arindam Paul, Peng Lee, Volker C. Radeloff, Min Chen

More frequent and widespread large fires are occurring in the western United States (US), yet reliable methods for predicting these fires, particularly with extended lead times and a high spatial resolution, remain challenging. In this study, we proposed an interpretable and accurate hybrid machine learning (ML) model, that explicitly represented the controls of fuel flammability, fuel availability, and human suppression effects on fires. The model demonstrated notable accuracy with a F1-score of 0.846 ± 0.012, surpassing process-driven fire danger indices and four commonly used ML models by up to 40% and 9%, respectively. More importantly, the ML model showed remarkably higher interpretability relative to other ML models. Specifically, by demystifying the “black box” of each ML model using the explainable AI techniques, we identified substantial structural differences across ML fire models, even among those with similar accuracy. The relationships between fires and their drivers, identified by our model, were aligned closer with established fire physical principles. The ML structural discrepancy led to diverse fire predictions and our model predictions exhibited greater consistency with actual fire occurrence. With the highly interpretable and accurate model, we revealed the strong compound effects from multiple climate variables related to evaporative demand, energy release component, temperature, and wind speed, on the dynamics of large fires and megafires in the western US. Our findings highlight the importance of assessing the structural integrity of models in addition to their accuracy. They also underscore the critical need to address the rise in compound climate extremes linked to large wildfires.

美国西部发生的大火越来越频繁,范围也越来越广,但预测这些大火的可靠方法,尤其是在较长的准备时间和较高的空间分辨率下预测这些大火的方法,仍然具有挑战性。在这项研究中,我们提出了一种可解释且准确的混合机器学习(ML)模型,该模型明确表示了燃料可燃性、燃料可用性和人类对火灾的抑制作用等控制因素。该模型的准确性显著提高,F1 分数为 0.846 ± 0.012,分别比过程驱动的火灾危险指数和四种常用的 ML 模型高出 40% 和 9%。更重要的是,与其他 ML 模型相比,该 ML 模型显示出更高的可解释性。具体来说,通过使用可解释人工智能技术来揭开每个 ML 模型的 "黑盒子",我们发现了不同 ML 火灾模型之间的实质性结构差异,即使在准确性相似的模型之间也是如此。我们的模型所确定的火灾及其驱动因素之间的关系更符合既定的火灾物理原理。ML 结构上的差异导致了不同的火灾预测结果,而我们的模型预测结果与实际火灾发生情况的一致性更高。通过可解释性高且精确的模型,我们揭示了与蒸发需求、能量释放成分、温度和风速有关的多个气候变量对美国西部大型火灾和特大火灾动态的强烈复合效应。我们的研究结果突出表明,除了评估模型的准确性外,还必须评估模型的结构完整性。这些发现还强调了解决与大型野火有关的复合极端气候上升问题的迫切需要。
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引用次数: 0
The Critical Role of Hydrological Distance in Shaping Nutrient Dynamics Along the Watershed-Lake Continuum 水文距离在影响流域-湖泊连续性营养动态中的关键作用
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-16 DOI: 10.1029/2024EF004860
Jiacong Huang, George B. Arhonditsis, Yinjun Zhang, Shuai Zhang, Yulai Ji, Hans W. Paerl, Erik Jeppesen, Junfeng Gao

Terrestrial hydrological and nutrient cycles are subjected to major disturbances by agricultural operations and urbanization that profoundly influence freshwater resources. Non-point source pollution is one of the primary causes for water quality deterioration, and thus an emerging imperative in limnology is establishing empirical models that connect watershed attributes and hydrological drivers with lake nutrient dynamics. Here, we compiled three nation-wide nutrient, meteorological, and watershed-landscape data sets, to develop Generalized Linear Models that predict lake phosphorus and nitrogen concentrations as a function of the surrounding watershed characteristics within various hydrological distances across 104 Chinese lakes and reservoirs. Our national-scale investigation revealed that lake nutrient concentrations can be satisfactorily predicted by proxies of natural drivers and anthropogenic activities, reflecting the properties of the surrounding watershed. Counter to previous studies, we found that China's lake nutrient concentrations strongly depend on watershed characteristics within a hydrological distance of less than 45 km rather than the entire watershed. Furthermore, extensive human activities in watersheds not only compromise our predictive capacity, but also increase the hydrological distance that is relevant to predict lake nutrients. This national-scale characterization can inform one of the most contentious issues in the context of China's lake management, that is, the determination of the extent of the nearshore area, where nutrient control should be prioritized. As far as we know, our study represents the first attempt to apply the concept of hydrological distance and establish statistical models that can delineate the critical spatial domain primarily responsible for the nutrient conditions along the watershed-lake continuum.

陆地水文和营养物循环受到农业生产和城市化的严重干扰,对淡水资源产生了深远影响。非点源污染是水质恶化的主要原因之一,因此,湖泊学的当务之急是建立经验模型,将流域属性和水文驱动因素与湖泊营养动态联系起来。在此,我们汇编了三个全国范围的营养盐、气象和流域景观数据集,建立了广义线性模型,以预测中国 104 个湖泊和水库中不同水文距离内湖泊磷和氮浓度与周围流域特征的函数关系。我们在全国范围内进行的调查显示,湖泊养分浓度可以通过反映周围流域特征的自然驱动因素和人为活动代用指标得到满意的预测。与之前的研究相反,我们发现中国的湖泊营养物浓度主要取决于水文距离小于 45 公里的流域特征,而不是整个流域。此外,流域内广泛的人类活动不仅削弱了我们的预测能力,还增加了与预测湖泊营养盐相关的水文距离。这种全国尺度的特征描述可以为中国湖泊管理中最具争议的问题之一提供信息,即确定近岸区域的范围,在该区域应优先进行营养盐控制。据我们所知,我们的研究是首次尝试应用水文距离的概念并建立统计模型,以划定主要影响水域-湖泊连续体营养状况的关键空间域。
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引用次数: 0
Estimating Fishing Exploitation Rates to Simulate Global Catches and Biomass Changes of Pelagic and Demersal Fish 估算捕捞消耗率以模拟中上层鱼类和底层鱼类的全球渔获量和生物量变化
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-16 DOI: 10.1029/2024EF004604
P. D. van Denderen, N. Jacobsen, K. H. Andersen, J. L. Blanchard, C. Novaglio, C. A. Stock, C. M. Petrik

Robust projections of future trends in global fish biomass, production and catches are needed for informed fisheries policy in a changing climate. Trust in future projections, however, relies on establishing that models can accurately simulate past relationships between exploitation rates and ecosystem states. In addition, historical simulations are important to describe how the oceans have changed due to fishing. Here we use fisheries catch, catch-only assessment models and effort data to estimate regional fishing exploitation levels, defined as the fishing mortality relative to fishing mortality at maximum sustainable yield (F/FMSY). These estimates are given for large pelagic, forage and demersal fish types across all large marine ecosystems and the high seas between 1961 and 2004; and with a ‘ramp-up’ between 1841 and 1960. We find that global exploitation rates for large pelagic and demersal fish consistently exceed those for forage fish and peak in the late 1980s. We use the rates to globally simulate historical fishing patterns in a mechanistic fish community model. The modeled catch aligns with the reconstructed catch, both for total catch and catch distribution by functional type. Simulations show a clear deviation from an unfished model state, with a 25% reduction in biomass in large pelagic and demersal fish in shelf regions in recent years and a 50% increase in forage fish, primarily due to reduced predation. The simulations can set a baseline for assessing the effect of climate change relative to fishing. The results highlight the influential role of fishing as a primary driver of global fish community dynamics.

在气候不断变化的情况下,需要对全球鱼类生物量、产量和渔获量的未来趋势进行可靠预测,以制定明智的渔业政策。然而,对未来预测的信任有赖于确定模型能够准确模拟过去开发率与生态系统状态之间的关系。此外,历史模拟对于描述海洋因捕捞而发生的变化也很重要。在此,我们利用渔业渔获量、纯渔获量评估模型和渔捞努力量数据来估算区域渔业开发水平,即相对于最大持续产量下的渔捞死亡率(F/FMSY)。这些估算值适用于 1961 年至 2004 年间所有大型海洋生态系统和公海的大型中上层鱼类、饵料鱼类和底栖鱼类,以及 1841 年至 1960 年间的 "上升期"。我们发现,大型中上层鱼类和底栖鱼类的全球开发率一直超过觅食鱼类,并在 20 世纪 80 年代末达到顶峰。我们在一个机理鱼类群落模型中利用这些比率对历史捕捞模式进行了全球模拟。模拟渔获量与重建渔获量一致,包括总渔获量和按功能类型划分的渔获量分布。模拟结果表明,近几年陆架地区大型中上层鱼类和底栖鱼类的生物量明显偏离了未捕捞模式的状态,减少了 25%,而主要由于捕食减少,觅食鱼类的生物量增加了 50%。模拟结果可为评估气候变化对渔业的影响设定基线。这些结果凸显了捕鱼作为全球鱼类群落动态的主要驱动力所发挥的影响作用。
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引用次数: 0
Negative Asymmetric Response of Pantropical Gross Primary Productivity to Precipitation Anomalies 热带总初级生产力对降水异常的负不对称响应
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-14 DOI: 10.1029/2024EF004760
Lei Fan, Guanyu Dong, Philippe Ciais, Xiangming Xiao, Jingfeng Xiao, Xiuzhi Chen, Yiqi Luo, Shuli Niu, Fei Jiang, Frédéric Frappart, Jean-Pierre Wigneron, Xing Li, Tianxiang Cui, Li Pan, Rasmus Fensholt

The carbon sink in pantropical biomes play a crucial role in modulating the inter-annual variations of global terrestrial carbon balance and is threatened by extreme climate events. However, it has not been carefully examined whether an increase in tropical gross primary productivity (GPP) can compensate the decrease during precipitation anomalies. Using the asymmetry index (AI) and multiple GPP products, we assessed responses of pantropical GPP to precipitation anomalies during 2001–2022. Positive AI indicates that GPP increases are greater than GPP decreases during precipitation anomalies, and vice versa. Our results showed an average negative pantropical GPP asymmetry, that is, GPP decreases exceeded the GPP increases during precipitation anomalies. In addition, a positive AI was found in tropical hyper-arid and arid regions, which is opposite to the negative AI observed in tropical semi-arid, sub-humid, and humid regions. This suggest that tropical GPP asymmetry changes from positive to negative as the moisture increases. Notably, a significant decreasing trend of negative AI was observed over the entire tropical region, indicating that the negative effect of inter-annual precipitation variations on pantropical vegetation productivity has enhanced. Considering the model predicted increasing climate variability and extremes, the negative impact of precipitation variability on tropical carbon cycle may continue to intensify. Lastly, the divergence in AI estimates among multiple GPP products highlight the need to further improve our understanding of the response of tropical carbon cycle to climate changes, especially for the tropical humid regions.

泛热带生物群落的碳汇在调节全球陆地碳平衡的年际变化中发挥着至关重要的作用,并受到极端气候事件的威胁。然而,热带总初级生产力(GPP)的增加是否能补偿降水异常时的减少,还没有仔细研究过。利用不对称指数(AI)和多种 GPP 产品,我们评估了 2001-2022 年间泛热带 GPP 对降水异常的响应。不对称指数为正值表明在降水异常期间,全球升水潜能值的增加大于全球降水潜能值的减少,反之亦然。我们的研究结果表明,泛热带地区的平均 GPP 不对称为负值,即在降水异常期间,GPP 下降的幅度大于 GPP 上升的幅度。此外,在热带超干旱和干旱地区发现了正的人工影响,这与在热带半干旱、亚湿润和湿润地区观察到的负人工影响相反。这表明,随着湿度的增加,热带 GPP 的不对称性由正变负。值得注意的是,在整个热带地区观测到的负AI呈显著下降趋势,表明年际降水变化对泛热带植被生产力的负面影响有所增强。考虑到模型预测气候变率和极端气候的增加,降水变率对热带碳循环的负面影响可能会继续加强。最后,多种 GPP 产品在 AI 估计值上的差异突出表明,我们需要进一步提高对热带碳循环对气候变化响应的认识,尤其是对热带潮湿地区的认识。
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引用次数: 0
Exploring Global Data Sets to Detect Changes in Soil Microbial Carbon and Nitrogen Over Three Decades 探索全球数据集,检测三十年来土壤微生物碳和氮的变化
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-12 DOI: 10.1029/2024EF004733
Wenjiao Shi, Decai Gao, Zhen Zhang, Jinzhi Ding, Chunhong Zhao, Huimin Wang, Frank Hagedorn

Understanding the temporal dynamics of soil microbial biomass is crucial for assessing soil ecosystem functions and services, yet these dynamics are globally uncertain. Here, we compiled a data set of soil microbial biomass carbon (MBC) and nitrogen (MBN) from 1493 studies between 1988 and 2019 to elucidate their temporal trends and potential drivers. Results showed that global MBC and MBN significantly decreased by 0.033 Mg C ha−1 yr−1 and 0.007 Mg N ha−1 yr−1 at 0–30 cm soil depth, between 1988 and 2019, respectively, which might be primarily attributed to the warming of the climate, the increase in global precipitation, and reduction of soil organic carbon (SOC) stock. The rate of decline in MBC and MBN showed a non-linear trend: following a decline from 1988 to 1999, it slowed down until 2014, likely due to the global warming hiatus. Afterward, the pace of decline increased again from 2015 to 2019. Boreal biomes experienced the largest decrease in soil microbial biomass with the reduction rate of MBC being 4.3 times higher than in temperate biomes, showing a higher sensitivity in boreal biomes to climate change. Grassland ecosystems also exhibited greater reductions, possibly driven by their degradation. These findings shed valuable insights on the long-term dynamics of soil microbial biomass on a global scale over the last three decades. Furthermore, this study underscores the importance of preserving soil microbial biomass as a key strategy to mitigate the adverse effects of future climate change, thereby sustaining ecosystem health and resilience.

了解土壤微生物生物量的时间动态对于评估土壤生态系统功能和服务至关重要,然而这些动态在全球范围内都是不确定的。在此,我们汇编了1988年至2019年期间1493项研究的土壤微生物生物量碳(MBC)和氮(MBN)数据集,以阐明其时间趋势和潜在驱动因素。结果表明,1988-2019年间,全球0-30厘米土层深度的土壤微生物生物量碳(MBC)和氮(MBN)分别显著减少了0.033兆克碳/公顷-年-1和0.007兆克氮/公顷-年-1,其主要原因可能是气候变暖、全球降水量增加和土壤有机碳(SOC)存量减少。多溴联苯醚和多溴联苯醚的下降速度呈现非线性趋势:在1988年至1999年下降之后,直到2014年下降速度放缓,这可能是由于全球变暖的间断。之后,从 2015 年到 2019 年,下降速度再次加快。北方生物群落的土壤微生物生物量下降幅度最大,其减少率是温带生物群落的4.3倍,这表明北方生物群落对气候变化的敏感性更高。草地生态系统的减少幅度也更大,这可能是由其退化造成的。这些发现对过去三十年全球范围内土壤微生物生物量的长期动态变化提供了宝贵的启示。此外,这项研究还强调了保护土壤微生物生物量作为减缓未来气候变化不利影响的关键策略的重要性,从而维持生态系统的健康和恢复力。
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引用次数: 0
¿Libre de la Maleza Estatista? Assessing Neoliberal Promises and Water Markets in Chile ¿Libre de la Maleza Estatista?评估智利的新自由主义承诺和水市场
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-11 DOI: 10.1029/2024EF004963
Benji Reade Malagueño, Paolo D'Odorico

Neoliberal approaches to water governance, pioneered in Chile in the 1980s, are reappearing today on the centerstage of the water policy debate. While advocates claim that strong property rights, limits on government authority, and water markets can enhance environmental sustainability, efficiency, neutrality, and equity in the distribution of water rights, limited empirical evidence exists on whether neoliberal policies have delivered on these key promises. In this paper, we combine hydrological analysis with a nationwide data set on government water rights allocations between 1981 and 2021 to determine when and where water has been allocated beyond sustainable limits. We then integrate water market transaction and agricultural data to assess how allocations and scarcity conditions relate to spatial and temporal patterns in irrigation, crop distribution, and water market activity. Our results indicate that 30% of catchments are overallocated, and that continued government allocations of water rights during scarcity exacerbate already-high inequalities in the distribution of water. We find no evidence that scarcity or water markets induced improvements in numerous efficiency metrics. Overall, our results support growing claims that the neoliberal water model fails to fulfill its key promises, notably to the detriment of nature and marginalized rural communities.

20 世纪 80 年代在智利率先提出的新自由主义水治理方法,如今再次出现在水政策辩论的中心舞台上。虽然倡导者声称,强有力的产权、对政府权力的限制以及水市场可以提高环境可持续性、效率、中立性以及水权分配的公平性,但关于新自由主义政策是否兑现了这些关键承诺的经验证据却十分有限。在本文中,我们将水文分析与 1981 年至 2021 年间政府水权分配的全国性数据集相结合,以确定何时何地水权分配超出了可持续限度。然后,我们整合了水市场交易和农业数据,以评估分配和稀缺条件与灌溉、作物分布和水市场活动的时空模式之间的关系。我们的研究结果表明,30% 的集水区被过度分配了水权,政府在缺水期间继续分配水权加剧了本已严重的水分配不平等。我们没有发现任何证据表明稀缺性或水市场会促使许多效率指标得到改善。总体而言,我们的研究结果支持了越来越多的观点,即新自由主义的水资源模式未能实现其主要承诺,尤其是损害了自然和边缘化的农村社区。
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引用次数: 0
Global Wind Erosion Reduction Driven by Changing Climate and Land Use 气候和土地利用变化推动全球风蚀减少
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-09 DOI: 10.1029/2024EF004930
Ranhao Sun, Hongbin He, Yongcai Jing, Song Leng, Guocheng Yang, Yihe Lü, Pasquale Borrelli, Liding Chen, Bojie Fu

While significant progress has been achieved in researching water erosion, our understanding of global patterns and the magnitude of wind soil erosion remains limited. Here, we present a comprehensive assessment using the revised wind erosion equation (RWEQ) of the global rates and long-term trends (1982–2019) of wind erosion using a spatially explicit (0.05° × 0.05°) quantitative model. On average, in this study global wind erosion caused 312.5 Pg yr−1 of soil loss, with a decreasing trend of 1.04 ± 0.48 Pg yr−1 (p < 0.05) during 1982–2019. Excluding stable regions, approximately 36% of the modeled areas exhibit a significant decrease in wind erosion, accounting for 3.13 ± 0.18 Pg yr−1, while only 9% experience a notable increase, amounting for 1.83 ± 0.16 Pg yr−1. The decrease of wind erosion primarily occurs in the southern hemispheres. Notably, wind erosion decreases considerably in grassland and cropland, while it remains unchanged in dryland. Although grassland and cropland account for only 11% and 1.8% of the total erosion, they contribute to 68% and 17% of the total erosion reduction, respectively. This study highlights global wind stilling and vegetation greening as important factors contributing to the decline in wind erosion and offers valuable insights into the intricate relationship between climate change and terrestrial ecosystems, including carbon sequestration and agricultural productivity.

虽然水蚀研究取得了重大进展,但我们对全球风蚀土壤模式和规模的了解仍然有限。在此,我们利用空间显式(0.05° × 0.05°)定量模型,使用修订的风蚀方程(RWEQ)对全球风蚀率和长期趋势(1982-2019 年)进行了全面评估。在这项研究中,全球风蚀造成的土壤流失量平均为 312.5 Pg yr-1,1982-2019 年间呈 1.04 ± 0.48 Pg yr-1 的下降趋势(p < 0.05)。除去稳定区域,约 36% 的建模区域的风蚀量显著减少,为 3.13 ± 0.18 Pg yr-1,而只有 9% 的建模区域的风蚀量显著增加,为 1.83 ± 0.16 Pg yr-1。风蚀的减少主要发生在南半球。值得注意的是,草地和耕地的风蚀量显著减少,而旱地的风蚀量保持不变。虽然草地和耕地的风蚀量仅占总风蚀量的 11% 和 1.8%,但它们却分别减少了总风蚀量的 68% 和 17%。这项研究强调全球风静止和植被绿化是导致风蚀减少的重要因素,并为气候变化与陆地生态系统(包括碳固存和农业生产力)之间错综复杂的关系提供了宝贵的见解。
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引用次数: 0
Crops Feed Rain to Drylands in Northwest China 农作物为中国西北旱地带来甘霖
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-09 DOI: 10.1029/2024EF004791
Qiang An, Arie Staal, Liu Liu, Yongming Cheng, Jing Liu, Guanhua Huang

As a key region supplementing China's limited croplands, Northwest China has undergone rapid cropland expansion over the past decades to satisfy rising food demand from population growth and socio-economic development. Although cropland expansion may overconsume local water resources in general, in Northwest China, increased precipitation and enhanced glacier melt have increased the water available for croplands. Counterintuitively, the enhanced evapotranspiration (ET) resulting from this cropland expansion could benefit remote ecologically vulnerable natural vegetation through atmospheric moisture recycling. In this study, we used a moisture tracking model to quantify contributions of croplands and cropland expansion to local precipitation and the consequent precipitation supply to natural vegetation in Northwest China. We found that the croplands contributed 27.69 billion m3/year (2.13%) of regional total precipitation and supplied 17.30 billion m3/year (2.39%) of precipitation over natural vegetation, and the cropland expansion resulted in a net increase of 80.25 million m3/year (1.07% of the total increase) in regional precipitation and 36.23 million m3/year (4.56% of the total increase) in precipitation supply for natural vegetation. Among different types of natural vegetation, grasslands received the most precipitation supply due to its vast area, followed by forests and shrublands. The more arid regions experienced not only faster rates of cropland expansion but also obtained a greater increase in regional precipitation and precipitation supply to natural vegetation. Our study quantifies the ecological impacts of cropland expansion through moisture recycling in Northwest China. This shows the complexities of water competition between agricultural development and ecological conservation in drylands and elsewhere.

作为中国有限耕地的重要补充地区,中国西北地区在过去几十年中经历了快速的耕地扩张,以满足人口增长和社会经济发展带来的不断增长的粮食需求。虽然耕地扩张可能会过度消耗当地的水资源,但在中国西北地区,降水量的增加和冰川融化的加剧增加了耕地的可用水量。与直觉相反的是,耕地扩张导致的蒸散量(ET)增加可能会通过大气水分循环使偏远地区生态脆弱的自然植被受益。在这项研究中,我们利用水汽跟踪模型量化了耕地和耕地扩张对当地降水量的贡献,以及由此对中国西北地区自然植被的降水供应。我们发现,耕地对区域总降水量的贡献为 276.9 亿立方米/年(占总降水量的 2.13%),对自然植被的降水供应为 173.0 亿立方米/年(占总降水量的 2.39%),耕地扩张导致区域降水量净增加 8025 万立方米/年(占总降水量增加的 1.07%),对自然植被的降水供应净增加 3623 万立方米/年(占总降水量增加的 4.56%)。在不同类型的自然植被中,草地因其广阔的面积而获得最多的降水供应,其次是森林和灌木林地。更干旱的地区不仅耕地扩张速度更快,而且区域降水量和自然植被降水供应量的增幅也更大。我们的研究通过水分循环量化了中国西北地区耕地扩张对生态的影响。这显示了干旱地区和其他地区农业发展与生态保护之间水竞争的复杂性。
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