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Understanding Climate Change and Anthropogenic Impacts on the Salinization of Low-Lying Coastal Groundwater Systems 了解气候变化和人类活动对低洼沿海地下水系统盐碱化的影响
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-03 DOI: 10.1029/2024EF004737
Stephan L. Seibert, Janek Greskowiak, Gualbert H. P. Oude Essink, Gudrun Massmann

Fresh coastal groundwater is a valuable water resource of global significance, but its quality is threatened by saltwater intrusion. Excessive groundwater abstraction, sea-level rise (SLR), land subsidence and other climate-related factors are expected to accelerate this process in the future. The objective of this study is to (a) quantify the impact of projected climate change and (b) explore the role of individual hydrogeological boundaries on groundwater salinization of low-lying coastal groundwater systems until 2100 CE. We employ numerical density-dependent groundwater flow and salt transport modeling for this purpose, using Northwestern Germany as a case. Separate model variants are constructed and forced with climate data, that is, projected SLR and groundwater recharge, as well as likely ranges of other hydrogeological boundaries, including land subsidence, abstraction rates and drain levels. We find that autonomous salinization in the marsh areas, resulting from non-equilibrium of the present-day groundwater salinity distribution with current boundary conditions, is responsible for >50% of the salinization increase until 2100 CE. Sea-level rise, land subsidence and drain levels are the other major factors controlling salinization. We further show that salinization of the water resources is a potential threat to coastal water users, including water suppliers and the agrarian sector, as well as coastal ecosystems. Regional-scale uplifting of drain levels is identified as an efficient measure to mitigate salinization of deep and shallow groundwater in the future. The presented modeling approach highlights the consequences of climate change and anthropogenic impacts for coastal salinization, supporting the timely development of mitigation strategies.

沿海地下淡水是具有全球意义的宝贵水资源,但其质量正受到海水入侵的威胁。过度抽取地下水、海平面上升(SLR)、土地沉降和其他与气候相关的因素预计将在未来加速这一进程。本研究的目的是:(a) 量化预测气候变化的影响;(b) 探讨公元 2100 年前各个水文地质边界对低洼沿海地下水系统地下水盐碱化的作用。为此,我们以德国西北部为例,采用了依赖密度的地下水流和盐分运移数值模型。我们构建了不同的模型变体,并利用气候数据,即预测的可持续土地退化和地下水补给,以及其他水文地质边界的可能范围,包括土地沉降、抽取率和排水水平。我们发现,由于当今地下水盐度分布与当前边界条件不平衡,沼泽地区的自主盐碱化是公元 2100 年前盐碱化加剧的 50%原因。海平面上升、土地沉降和排水水平是控制盐化的其他主要因素。我们进一步表明,水资源盐碱化对沿海水资源使用者(包括供水者和农业部门)以及沿海生态系统构成了潜在威胁。区域范围的排水水平抬升被认为是未来缓解深层和浅层地下水盐碱化的有效措施。所提出的建模方法强调了气候变化和人为影响对沿海盐碱化的后果,有助于及时制定缓解战略。
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引用次数: 0
Anomalous Water Vapor Circulation in an Extreme Drought Event of the Mid-Reaches of the Lancang-Mekong River Basin 澜沧江-湄公河流域中游特大干旱事件中的水汽环流异常现象
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-02 DOI: 10.1029/2023EF004292
Guoqing Gong, Shuyu Zhang, Baoni Li, Yufan Chen, Penghan Chen, Kai Wang, Thian Yew Gan, Deliang Chen, Junguo Liu

The middle reaches of the Lancang-Mekong River Basin (M-LMRB) experienced a record-breaking drought event in 2019, resulting in significant economic losses of approximately 650 million dollars and affecting a population of 17 million. However, the anomalous circulation and transportation processes of water vapor, which may have played a crucial role in inducing the extreme drought, have not been fully studied. In this study, we analyze the water vapor circulation during the 2019 drought event using the land-atmosphere water balance and a backward trajectory model for moisture tracking. Our results indicate that the precipitation in the M-LMRB from May to October 2019 was only 71.9% of the long-term climatological mean (1959–2021). The low precipitation during this drought event can be attributed to less-than-normal external water vapor supply. Specifically, the backward trajectory model reveals a decrease in the amount of water vapor transported from the Indian Ocean, the Bay of Bengal, and the Pacific Ocean, which are the main moisture sources for precipitation in the region. Comparing the atmospheric circulation patterns in 2019 with the climatology, we identify anomalous anticyclone conditions in the Bay of Bengal, anomalous westerlies in the Northeast Indian Ocean, and an anomalous cyclone in the Western Pacific Ocean, collectively facilitating a stronger export of water vapor from the region. Therefore, the dynamic processes played a more significant role than thermodynamic processes in contributing to the 2019 extreme drought event.

澜沧江-湄公河流域(M-LMRB)中游地区在 2019 年经历了破纪录的干旱事件,造成了约 6.5 亿美元的重大经济损失,影响人口达 1700 万。然而,水汽的异常环流和输送过程可能在诱发此次特大干旱中发挥了关键作用,但尚未得到充分研究。在本研究中,我们利用陆地-大气水平衡和用于水汽跟踪的后向轨迹模型分析了 2019 年干旱事件期间的水汽环流。结果表明,2019 年 5 月至 10 月,M-LMRB 的降水量仅为长期气候平均值(1959-2021 年)的 71.9%。这次干旱事件中的低降水量可归因于外部水汽供应少于正常水平。具体而言,后向轨迹模式显示,从印度洋、孟加拉湾和太平洋输送的水汽量减少,而这些地方是该地区降水的主要水汽来源。将 2019 年的大气环流模式与气候学进行比较,我们发现孟加拉湾的反气旋条件异常、印度洋东北部的西风异常以及西太平洋的气旋异常,共同促进了该地区更强的水汽输出。因此,在造成 2019 年极端干旱事件的过程中,动力过程比热动力过程发挥了更重要的作用。
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引用次数: 0
2021 Heatwave Over Western North America: Structural Uncertainty and Internal Variability in GCM Projections of Humidex and Temperature Extremes 2021 年北美西部热浪:全球大气环流模型对湿度和极端温度预测的结构不确定性和内部变异性
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-02 DOI: 10.1029/2024EF004541
Dae Il Jeong, Bin Yu, Alex J. Cannon

The 2021 heatwave over Western North America (WNA) led to record-breaking air temperatures and human-perceived heat stress (humidex) values. The event was accompanied by drier conditions driven by prolonged atmospheric blocking. During the heatwave, the maximum 6-day means of humidex and temperature (HX-6 and TX-6) exhibited larger anomalies (6.70 and 5.57°C) compared to the 95th percentiles (HX95 and TX95) (4.12 and 3.73°C), relative to 1981–2021 extended summer (June-September) averages. Extreme indices of humidex show faster and larger increases than those of temperature, reflecting the nonlinear positive relationship between humidex and temperature. Future projections from a multi-model ensemble of 19 Coupled Model Intercomparison Project Phase six (CMIP6) Global Climate Models (GCMs) clearly show an increase in humidex and temperature extremes, especially under intermediate and high emissions scenarios. Humidex indices (HX-6 and HX95) show faster and larger increases than temperature indices (TX-6 and TX95) for the same future years and global warming levels. Controlling for differences in GCM climate sensitivity to greenhouse gas forcing yields robust projections at various global warming levels, reducing the ranges of projected changes from the multi-model ensemble. At 3.0°C global warming from pre-industrial, the multi-model ensemble projects occurrences of HX-6, TX-6, HX95, and TX95 over WNA that exceed 2021 levels to occur every 3.9, 1.7, 1.4, and 2.2 years, respectively, increasing to almost annually at 4.0°C.

2021 年北美西部(WNA)的热浪导致气温和人类感知的热应力(humidex)值破了纪录。与热浪同时出现的是大气长期阻塞导致的较干燥天气。热浪期间,相对于 1981-2021 年夏季延长期(6 月-9 月)平均值,湿度指数和气温(HX-6 和 TX-6)的最大 6 天平均值(6.70 和 5.57°C)与第 95 百分位数(HX95 和 TX95)(4.12 和 3.73°C)相比出现了较大的异常。湿度极端指数比温度极端指数增长更快、更大,反映了湿度与温度之间的非线性正相关关系。由 19 个耦合模式相互比较项目第六阶段(CMIP6)全球气候模式(GCMs)组成的多模式集合对未来的预测清楚地表明,湿度指数和极端温度都会增加,尤其是在中高排放情景下。在相同的未来年份和全球变暖水平下,湿度指数(HX-6 和 HX95)比温度指数(TX-6 和 TX95)增长更快、更大。在不同的全球变暖水平下,控制 GCM 气候敏感性对温室气体强迫的差异可以得到可靠的预测,从而缩小多模型集合的预测变化范围。与工业化前相比,在全球变暖 3.0°C 的情况下,多模型集合预测 WNA 上 HX-6、TX-6、HX95 和 TX95 超过 2021 年水平的情况将分别每 3.9 年、1.7 年、1.4 年和 2.2 年出现一次,在 4.0°C 的情况下几乎每年出现一次。
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引用次数: 0
Robust Hydropower Planning Balances Energy Generation, Carbon Emissions and Sediment Connectivity in the Mekong River Basin 稳健的水电规划可平衡湄公河流域的发电量、碳排放量和泥沙连通性
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-31 DOI: 10.1029/2023EF003647
M. Tangi, R. Schmitt, R. Almeida, S. Bossi, A. Flecker, F. Sala, A. Castelletti

We present a framework for strategic dam planning under uncertainty, which includes GHG emissions mitigation as a novel objective. We focus on the Mekong River Basin, a fast-developing region heavily relying on river-derived ecosystem services. We employ a multi-objective evolutionary algorithm to identify strategic dam portfolios for different hydropower expansion targets, using process-related and statistical models to derive indicators of sediment supply disruption and GHG emissions. We introduce a robust optimization approach that explores variations in optimal portfolio compositions for more than 5,000 state-of-the-world configurations, regarding sediment origins and trapping and GHG emissions. Thus, we can rank dam projects' attractiveness based on their frequency of inclusion in optimal portfolios and explore how uncertainty affects these rankings. Our results suggest that developing dams in the upper Mekong would be a more robust option for near-term development than, for example, the lower Mekong and its tributaries, for both environmental and energy objectives. Our work presents a novel approach to better understand the basin-scale cumulative impacts of dam development in high-uncertainty, data-scarce contexts like the Mekong Basin.

我们提出了一个不确定条件下的大坝战略规划框架,其中包括温室气体减排这一新颖目标。我们将重点放在湄公河流域,这是一个严重依赖河流生态系统服务的快速发展地区。我们采用多目标进化算法来确定不同水电扩张目标的战略大坝组合,并利用过程相关模型和统计模型得出泥沙供应中断和温室气体排放指标。我们引入了一种稳健的优化方法,针对泥沙来源、泥沙截留和温室气体排放等方面,探索 5,000 多种最新配置的最佳组合构成的变化。因此,我们可以根据大坝项目被纳入最优组合的频率对其吸引力进行排序,并探讨不确定性如何影响这些排序。我们的研究结果表明,与湄公河下游及其支流等地相比,在湄公河上游开发大坝对于近期开发而言是一个更稳健的选择,这既符合环境目标,也符合能源目标。我们的研究提出了一种新颖的方法,可以更好地了解在湄公河流域等高不确定性、数据稀缺的情况下大坝开发在流域范围内的累积影响。
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引用次数: 0
Response of a Terrestrial Polar Ecosystem to the March 2022 Antarctic Weather Anomaly 陆地极地生态系统对 2022 年 3 月南极天气异常现象的反应
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-31 DOI: 10.1029/2023EF004306
J. E. Barrett, Byron J. Adams, Peter T. Doran, Hilary A. Dugan, Krista F. Myers, Mark R. Salvatore, Sarah N. Power, Meredith D. Snyder, Anna T. Wright, Michael N. Gooseff

Record high temperatures were documented in the McMurdo Dry Valleys, Antarctica, on 18 March 2022, exceeding average temperatures for that day by nearly 30°C. Satellite imagery and stream gage measurements indicate that surface wetting coincided with this warming more than 2 months after peak summer thaw and likely exceeded thresholds for rehydration and activation of resident organisms that typically survive the cold and dry conditions of the polar fall in a freeze-dried state. This weather event is notable in both the timing and magnitude of the warming and wetting when temperatures exceeded 0°C at a time when biological communities and streams have typically entered a persistent frozen state. Such events may be a harbinger of future climate conditions characterized by warmer temperatures and greater thaw in this region of Antarctica, which could influence the distribution, activity, and abundance of sentinel taxa. Here we describe the ecosystem responses to this weather anomaly reporting on meteorological and hydrological measurements across the region and on later biological observations from Canada Stream, one of the most diverse and productive ecosystems within the McMurdo Dry Valleys.

据记录,2022年3月18日,南极洲麦克默多干谷的气温创下历史新高,比当天的平均气温高出近30摄氏度。卫星图像和溪流测量仪的测量结果表明,在夏季解冻高峰过去两个多月后,地表湿润与升温同时发生,很可能超过了居民生物补水和活化的阈值,而这些生物通常在极地秋季寒冷干燥的条件下以冻干状态存活。在生物群落和溪流通常进入持续冰冻状态的时候,气温却超过了 0°C,这种天气事件在升温和湿润的时间和程度上都是值得注意的。此类事件可能预示着南极洲这一地区未来气候条件的特点是温度升高和解冻加剧,这可能会影响哨点分类群的分布、活动和丰度。在这里,我们将根据对整个地区的气象和水文测量结果,以及后来对加拿大溪(麦克默多干谷中最多样化和最富饶的生态系统之一)的生物观察结果,描述生态系统对这种气候异常的反应。
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引用次数: 0
Enhanced Carbon Accumulation in China's New Coastal Wetlands Over the 21st Century 21 世纪中国沿海新湿地碳积累的加强
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-30 DOI: 10.1029/2024EF004500
Xiaoyi Shen, Chang-Qing Ke, Yu Cai, Haili Li, Yao Xiao

Wetlands formed by natural sediment deposition account for a large proportion of new coastal lands, and these new wetlands usually have active ecosystems and obvious ecological effects. However, previous studies largely overlooked this sediment-caused wetland expansion, and the spatiotemporal variation in these wetlands and future response to sea-level rise (SLR) have not been determined. Here, we employed satellite observations to quantify the seaward expansion of coastal lands in China over the past two decades. A total land expansion of 6,651 km2 was found, and wetlands and artificial surfaces dominated, accounting for 32% and 25%, respectively. Subsequently, we utilized an integrated model to estimate the response of these new wetlands to SLR in the 21st century, that is, we estimated the wetland gain from sediment deposition and loss due to SLR. The results indicate that under the current condition of sediment availability, the area of China's new coastal wetlands is projected to increase by 200%–261% compared to that in 2020 based on four SLR scenarios, despite the unavoidable impact of SLR. These increases are accompanied by the continuous enhancement of carbon accumulation. Wetland changes are influenced by factors such as sediment deposition, SLR and storm surges, as well as the continued effect of local natural and anthropogenic factors. These results show the importance of understanding the ecological effects of new wetlands and constructing specific protection measures for sustainable development.

天然沉积物沉积形成的湿地在沿海新增土地中占很大比例,这些新湿地通常具有活跃的生态系统和明显的生态效应。然而,以往的研究大多忽略了这种由沉积物造成的湿地扩张,这些湿地的时空变化以及未来对海平面上升(SLR)的响应尚未确定。在此,我们利用卫星观测数据对过去二十年中国沿海陆地向海扩展的情况进行了量化。结果发现,中国沿海陆地向海扩展的总面积为 6651 平方公里,其中以湿地和人工地表为主,分别占 32% 和 25%。随后,我们利用综合模型估算了这些新增湿地在 21 世纪对可持续土地退化的响应,即估算了沉积物沉积和可持续土地退化造成的湿地增益。结果表明,在当前泥沙供应条件下,尽管可持续土地退化的影响不可避免,但根据四种可持续土地退化情景预测,中国新增滨海湿地面积将比 2020 年增加 200%-261% 。这些增长伴随着碳积累的持续增加。湿地的变化受到沉积物沉积、可持续土地退化和风暴潮等因素的影响,以及当地自然和人为因素的持续影响。这些结果表明,了解新湿地的生态效应并为可持续发展制定具体的保护措施非常重要。
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引用次数: 0
Challenges, Advances and Opportunities in Regional Sea Level Projections: The Role of Ocean-Shelf Dynamics 区域海平面预测的挑战、进展和机遇:洋架动力学的作用
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-29 DOI: 10.1029/2024EF004886
Svetlana Jevrejeva, Francisco M. Calafat, Michela De Dominicis, Joël J.-M. Hirschi, Jennifer V. Mecking, Jeff A. Polton, Bablu Sinha, Anthony Wise, Jason Holt

Future sea level rise and changes in extreme weather will increase the frequency of flooding and intensify the risks for the millions of people living in low-lying coastal areas. Concerns about coastal adaptation have been broadened due to societal awareness of the threat from rising seas, leading to a large set of potential adaptation users with diverse needs for adequate sea level projections in coastal areas beyond the current state of the art regional projections. In this paper, we provide an overview of the potential steps for improvement of regional sea level projections along the global coastline, with specific focus on the contribution from ocean dynamics to seasonal-decadal variability of coastal sea level, and its implications for changes in frequency and magnitude of extreme sea levels. We discuss the key gaps in our knowledge and predictive capability of these dynamics as they relate to sea level variability on seasonal to decadal timescales, and conclude by suggesting ways in which these knowledge gaps could be addressed.

未来海平面的上升和极端天气的变化将增加洪水发生的频率,加剧生活在沿海低洼地区的数百万人的风险。由于全社会都意识到了海平面上升的威胁,对沿海地区适应问题的关注也随之扩大,这就导致了大量潜在的适应用户,他们对沿海地区的海平面预测有着不同的需求,而不仅仅局限于目前最先进的区域预测。在本文中,我们概述了改进全球沿岸区域海平面预测的潜在步骤,重点是海洋动力学对沿岸海平面十年一季变化的贡献,及其对极端海平面频率和幅度变化的影响。我们讨论了在这些动力学知识和预测能力方面存在的主要差距,因为它们与海平面的季 度-十年时间尺度变化有关,最后提出了解决这些知识差距的方法。
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引用次数: 0
Spatial Correlation Increase in Single-Sensor Satellite Data Reveals Loss of Amazon Rainforest Resilience 单传感器卫星数据的空间相关性增加揭示了亚马逊雨林复原力的丧失
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-26 DOI: 10.1029/2023EF004040
Lana L. Blaschke, Da Nian, Sebastian Bathiany, Maya Ben-Yami, Taylor Smith, Chris A. Boulton, Niklas Boers

The Amazon rainforest (ARF) is threatened by deforestation and climate change, which could trigger a regime shift to a savanna-like state. Whilst previous work has suggested that forest resilience has declined in recent decades, that work was based only on local resilience indicators, and moreover was potentially biased by the employed multi-sensor and optical satellite data and undetected anthropogenic land-use change. Here, we show that the average correlation between neighboring grid cells' vegetation time series, which is referred to as spatial correlation, provides a more robust resilience indicator than local estimations. We employ it to measure resilience changes in the ARF, based on single-sensor Vegetation Optical Depth data under conservative exclusion of human activity. Our results show an overall loss of resilience until around 2019, which is especially pronounced in the southwestern and northern Amazon for the time period from 2002 to 2011. The results from the reliable spatial correlation indicator suggest that in particular the southwest of the ARF has experienced pronounced resilience loss over the last two decades.

亚马逊雨林(ARF)正受到森林砍伐和气候变化的威胁,这可能会引发向热带稀树草原状态的转变。虽然之前的研究表明森林的恢复力在最近几十年有所下降,但该研究仅基于当地的恢复力指标,而且所采用的多传感器和光学卫星数据以及未发现的人为土地利用变化可能会造成偏差。在这里,我们表明,相邻网格单元植被时间序列之间的平均相关性(即空间相关性)提供了比局部估算更可靠的恢复力指标。在保守排除人类活动的情况下,我们根据单传感器植被光学深度数据,利用空间相关性来衡量 ARF 的恢复力变化。我们的结果表明,直到 2019 年左右,恢复力总体上有所下降,尤其是在亚马逊西南部和北部,从 2002 年到 2011 年这段时间,这种下降尤为明显。可靠的空间相关性指标的结果表明,在过去二十年里,亚马逊区域森林西南部的恢复力损失尤为明显。
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引用次数: 0
Tropical Sea Surface Temperature Variability and Its Impact on Oilseed Crop Yields in China 热带海洋表面温度变化及其对中国油料作物产量的影响
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-26 DOI: 10.1029/2023EF004251
Yi Zhou, Tianyi Zhang, Xichen Li

Understanding how climate variability affects oilseed yields is crucial for ensuring a stable oil supply in regions such as China, where self-sufficiency in edible vegetable oils is low. Here, we found coherent patterns in the interannual variability of Sea Surface Temperature (SST) anomalies and percent crop yield anomalies in the three ocean basins, and then quantified the contribution of these SST modes to oilseed crop yield anomalies. Our analysis revealed that, at the national level, the six tropical SST modes collectively accounted for 51% of soybean, 52% of rapeseed, and 33% of peanut yield anomalies in China. Tropical Indian Ocean variability exerts the greatest impact on soybean and peanut yield variability, whereas the most significant impact on rapeseed yield anomalies is attributed to El Niño-Southern Oscillation. Finally, this study examined the specific ways in which changes in SST modes can affect oilseed crop yields using changes in local meteorological variables. Our findings revealed the relationship between tropical SST variability and oilseed crop yields, providing a detailed understanding of the diverse connections between SST modes and oilseed crop yield. This study deepens our knowledge of the influence of climate variability on agriculture, offering valuable insights for devising strategies to mitigate the adverse effects of climate variability on oilseed crop production in China.

在中国等食用植物油自给率较低的地区,了解气候多变性如何影响油籽产量对于确保稳定的油料供应至关重要。在这里,我们发现了三大海洋盆地海面温度(SST)异常年际变率和作物产量百分率异常的一致模式,然后量化了这些SST模式对油料作物产量异常的贡献。我们的分析表明,在全国范围内,六种热带 SST 模式合计占中国大豆、油菜籽和花生产量异常的 51%、52% 和 33%。热带印度洋变率对大豆和花生产量变化的影响最大,而对油菜籽产量异常影响最大的是厄尔尼诺-南方涛动。最后,本研究利用当地气象变量的变化,研究了 SST 模式变化影响油籽作物产量的具体方式。我们的研究结果揭示了热带 SST 变率与油籽作物产量之间的关系,为我们详细了解 SST 模式与油籽作物产量之间的各种联系提供了依据。这项研究加深了我们对气候多变性对农业影响的认识,为制定战略以减轻气候多变性对中国油料作物生产的不利影响提供了有价值的见解。
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引用次数: 0
How to Achieve a 50% Reduction in Nutrient Losses From Agricultural Catchments Under Different Climate Trajectories? 如何在不同气候轨迹下实现农业集水区养分流失减少 50%?
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-23 DOI: 10.1029/2023EF004299
Maarten Wynants, Johan Strömqvist, Lukas Hallberg, John Livsey, Göran Lindström, Magdalena Bieroza

Under persistent eutrophication of European water bodies and a changing climate, there is an increasing need to evaluate best-management practices for reducing nutrient losses from agricultural catchments. In this study, we set up a daily discharge and water quality model in Hydrological Predictions of the Environment for two agricultural catchments representative for common cropping systems in Europe's humid continental regions to forecast the impacts of future climate trajectories on nutrient loads. The model predicted a slight increase in inorganic nitrogen (IN) and total phosphorus (TP) loads under RCP2.6, likely due to precipitation-driven mobilization. Under RCP4.5 and RCP8.5, the IN loads were forecasted to decrease from 16% to 26% and 21%–50% respectively, most likely due to temperature-driven increases in crop uptake and evapotranspiration. No distinct trends in TP loads were observed. A 50% decrease in nutrient loads, as targeted by the European Green Deal, was backcasted using a combination of management scenarios, including (a) a 20% reduction in mineral fertilizer application, (b) introducing cover crops (CC), and (c) stream mitigation (SM) by introducing floodplains. Target TP load reductions could only be achieved by SM, which likely results from secondary mobilization of sources within agricultural streams during high discharge events. Target IN load reductions were backcasted with a combination of SM, fertilizer reduction, and CC, wherein the required measures depended strongly on the climatic trajectory. Overall, this study successfully demonstrated a modeling approach for evaluating best-management practices under diverging climate change trajectories, tailored to the catchment characteristics and specific nutrient reduction targets.

在欧洲水体持续富营养化和气候不断变化的情况下,越来越需要对减少农业集水区营养流失的最佳管理方法进行评估。在这项研究中,我们在《环境水文预测》中为欧洲湿润大陆地区两个具有代表性的农业集水区建立了日排放和水质模型,以预测未来气候轨迹对营养物质负荷的影响。该模型预测,在 RCP2.6 条件下,无机氮(IN)和总磷(TP)负荷会略有增加,这可能是由于降水驱动的迁移所致。在 RCP4.5 和 RCP8.5 条件下,预计无机氮负荷将分别减少 16% 至 26% 和 21% 至 50%,这很可能是由于温度导致作物吸收和蒸散量增加。在 TP 负荷方面没有观察到明显的趋势。根据欧洲 "绿色协议 "的目标,采用多种管理方案,包括(a)减少 20% 的矿物肥料施用量,(b)引入覆盖作物(CC),以及(c)通过引入泛滥平原减缓溪流(SM),对养分负荷减少 50%的目标进行了反向预测。目标 TP 负荷削减量只能通过 SM 来实现,这可能是由于在高排放事件期间农业溪流内的二次动员造成的。目标 IN 负荷削减量是通过 SM、减少化肥用量和 CC 的组合来实现的,其中所需的措施在很大程度上取决于气候轨迹。总之,这项研究成功地展示了一种在不同气候变化轨迹下评估最佳管理方法的建模方法,该方法是根据集水区的特点和具体的养分减排目标量身定制的。
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