Coastal wetlands

滨海湿地
  • 文章类型: Journal Article
    秘鲁中部海岸最迷人的湿地之一是圣罗莎湿地(Chancay,利马),受人为活动威胁的生态系统。其中一些影响导致了Pistia地层的不受控制的增长,入侵水生植物.这项研究试图以碳储存和生物量的提供为指标,对P.stratiotes提供的生态系统服务的调节和供应进行量化。为此,称重测量0.0625m2的50个地块的生物量并进行地理参考,并量化了干生物量(%DB)和生物量中总有机碳(%C)的百分比。将生物量及其坐标输入ArcGIS,并应用Kriging插值技术确定生物量(B)的总量。发现P.stratiotes储存了3942.57tCO2,可以获得2132.41吨生物质作为饲料。该水生植物储存的总碳占维管植物在湿地生态系统中固存的总碳的28.46%,表明它对碳循环的贡献是显著的。这是第一个估算秘鲁沿海湿地中漂浮水生植物种群生物量的研究,并且是解决秘鲁漂浮水生植物原位碳估算的开创性研究。这项研究中提出的结果和方法将有助于评估相似的水生物种种群之间的生态系统服务潜力。此外,所提供的数据可用于建立在土壤肥料和牛饲料生产中管理和使用这种生物质的计划。
    One of the most fascinating wetlands on Peru\'s central coast is the Santa Rosa wetland (Chancay, Lima), an ecosystem threatened by anthropogenic activities. Some of these impacts have led to the uncontrolled growth of Pistia stratiotes, an invasive aquatic plant. This study sought to quantify the regulation and provisioning of ecosystem services provided by P. stratiotes using carbon storage and the provision of biomass as indicators. To this end, the biomasses of 50 plots measuring 0.0625 m2 were weighed and georeferenced and the percentages of dry biomass (%DB) and total organic carbon in the biomass (%C) were quantified. The biomass and its coordinates were entered into ArcGIS and a Kriging interpolation technique was applied to determine the total amount of biomass (B). It was found that P. stratiotes stored 3942.57 tCO2 and that 2132.41 tons of biomass could be obtained for fodder. The total carbon stored by this aquatic plant represented 28.46% of the total carbon sequestered in the wetland ecosystem by vascular plants, suggesting that its contribution to the carbon cycle is significant. This is the first study to estimate the biomass of a floating aquatic plant population in a coastal Peruvian wetland and is a pioneering study addressing the in situ carbon estimation of Peruvian floating aquatic plants. The results and methods proposed in this research will serve in the evaluation of the potential of ecosystem services among similar populations of floating aquatic species. In addition, the data presented can be used to establish plans for the management and use of this biomass in the production of soil fertilizers and cattle forage.
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  • 文章类型: Journal Article
    沿海湿地极易受到海洋破坏和人类活动的影响。为了保护这些湿地,已经建造了许多人造海堤。然而,需要进行研究,以了解沿海湿地在人工海堤的影响下将如何演变。因此,为了了解植物的演替过程及其对海堤划分的栖息地的适应,在莱州湾选择了海堤内外两个不同的栖息地,中国。结果表明,海堤外部有5种植物低于内部的13种。此外,优势植物物种在两个栖息地之间有所不同,海堤外主要是一年生草本植物,里面是多年生灌木。海堤外的土壤盐分较高,是影响土壤养分差异的关键因子。一年生和多年生物种的分布可能受到土壤化学计量空间差异的限制。因此,响应人工海堤的干扰,沿海湿地中的植物在小范围内变化很大。人工海堤划分的两个栖息地之间的土壤和植物差异为评估人工沿海项目提供了新的见解。减少海堤对自然海岸湿地植被和生态系统功能影响的唯一方法是恢复海堤内外潮汐流的连通性。
    Coastal wetlands are extremely vulnerable to both marine damage and human activities. In order to protect these wetlands, many artificial seawalls have been constructed. However, studies are required to understand how coastal wetlands will evolve under the influence of artificial seawalls. Therefore, to understand this succession process of plants and their adaptation to habitats divided by seawalls, two different habitats inside and outside the seawalls were selected in Laizhou Bay, China. The results showed that there were 5 plant species outside the seawalls that were lower than the 13 species inside. Additionally, the dominant plant species were varied between the two habitats, with mostly annual herbs observed outside the seawalls and perennial shrubs inside. Soil salinity was higher outside the seawalls, which was the key impact factor of soil nutrient differences. The distribution of annual and perennial species may be constrained by spatial differences in soil stoichiometry. Therefore, the plants in coastal wetlands vary significantly at a small scale in response to the disturbance of artificial seawalls. The differences in soil and plants between the two habitats divided by the artificial seawalls provide a new insight for evaluating the artificial coastal projects. The only way to reduce the effects of seawalls on natural coastal wetland vegetation and ecosystem functions is to restore connectivity of tidal flow inside and outside the seawalls.
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  • 文章类型: Journal Article
    滨海湿地生态系统蕴含着丰富的生物多样性,具有显著的生态系统服务价值(ESV)。因此,它为人类福祉和社会经济发展提供一系列关键的生态系统服务(ES)。以海南岛海岸带(HICZ)为例,土地利用和土地覆盖变化的时空特征,在三个时间点(2000年、2010年和2020年)分析了其在湿地景观中的相关ESV。我们在地理信息图普的基础上探索了ESV的时空演变轨迹。然后,未来土地利用模拟(FLUS)被用来预测三种不同情景下的湿地格局和ESV:一切照旧(BAU),生态保护优先(ECF)经济发展优先(EDF)。结果表明,在过去的二十年中,整个湿地区域的很大一部分(超过80%)由近海和沿海湿地(OCW)以及人工湿地(CW)组成;这些构成了景观的矩阵。建筑用地面积(BL)继续呈现持续上升趋势。扩大2.18倍,它代表了BL动态变化速率的最显著增加。HICZ的主要ES对应于监管服务(53.57%)和支持服务(27.58%)。湿地损失的ESV占总损失的45.17%(43.08×108元)。HICZ中ESV的空间分异在西南地区和东北地区较大,而北方相对较低。早期和晚期变化类型区域的转化分别占236.46km2和356.69km2。以ESV的最优发展(1807.72×108元)实现了方案ECF,这与区域ES功能和经济的高水平发展相协调。这些研究结果为今后海南自由贸易试验区建设背景下的可持续发展以及海岸带生态环境的保护提供了有价值的信息。
    Coastal wetland ecosystems harbor rich biodiversity and possess significant ecosystem service value (ESV). Therefore, it offers a range of crucial ecosystem services (ES) for human well-being and socio-economic development. Taking the Hainan Island coastal zone (HICZ) as a case study, the spatio-temporal characteristics of land use and land cover change (LULCC), and its associated ESV in wetland landscapes were analyzed over three time points (2000, 2010 and 2020). We explored the spatio-temporal evolution trajectory of ESV on the basis of geo-information tupu. Then, future land use simulation (FLUS) was employed to predict wetland patterns and ESV under three different scenarios: business as usual (BAU), ecological conservation first (ECF), and economic development first (EDF). The results showed that over the past two decades, a significant proportion (exceeding 80%) of the overall wetland region was comprised of offshore and coastal wetlands (OCW) as well as constructed wetlands (CW); these formed the matrix of the landscape. The area of building land (BL) continued to exhibit a consistent upward trend. Expanding by 2.18 times, it represented the most significant increase in the rate of dynamic changes in BL. The main ES in the HICZ corresponded to the regulation services (53.57%) and the support services (27.58%). The ESV of wetland losses accounted for 45.17% (43.08 × 108 yuan) of the total loss. The spatial differentiation of ESV in the HICZ was larger in the southwest and the northeast regions, while it was comparatively lower in the north. The transformation in the area of early and late change types accounted for 236.46 km2 and 356.69 km2, respectively. The scenario ECF was achieved with an optimal development of ESV (1807.72 × 108 yuan), which was coordinated with the high-level of development of regional ES functions and the economy. These findings provide valuable information for the sustainable development as well as the protection of ecology and environment of the coastal zone under the background of the construction of Hainan pilot free trade zone in the future.
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  • 文章类型: Journal Article
    暗碳固定(DCF),主要由化学自养生物进行,对初级生产和全球碳预算做出了巨大贡献。了解滨海湿地DCF过程对气候变暖的响应对模型优化和气候变化预测具有重要意义。这里,基于为期四年的野外增温实验(年平均气温上升1.5°C),观测到沿海湿地变暖显著抑制了DCF率(DCF年平均下降21.6%,全球沿海沼泽的年损失估计为0.08-1.5TgCyr-1),从而产生积极的气候反馈。在气候变暖的情况下,化学自养微生物的丰度和生物多样性,受到土壤有机碳和含水量等环境变化的共同影响,被认为是直接影响DCF率的重要驱动因素。宏基因组分析进一步表明,气候变暖可能会改变沿海湿地DCF固碳途径的模式,增加3HP/4HB循环的相对重要性,而主要的化学自养碳固定途径(CBB循环和W-L途径)的相对重要性可能由于加温胁迫而降低。总的来说,我们的工作揭示了微生物介导的DCF对沿海湿地气候变暖的反馈机制,并强调在气候变暖的情况下,通过DCF活动在这个全球重要的生态系统中减少碳固存。
    Dark carbon fixation (DCF), conducted mainly by chemoautotrophs, contributes greatly to primary production and the global carbon budget. Understanding the response of DCF process to climate warming in coastal wetlands is of great significance for model optimization and climate change prediction. Here, based on a 4-yr field warming experiment (average annual temperature increase of 1.5°C), DCF rates were observed to be significantly inhibited by warming in coastal wetlands (average annual DCF decline of 21.6%, and estimated annual loss of 0.08-1.5 Tg C yr-1 in global coastal marshes), thus causing a positive climate feedback. Under climate warming, chemoautotrophic microbial abundance and biodiversity, which were jointly affected by environmental changes such as soil organic carbon and water content, were recognized as significant drivers directly affecting DCF rates. Metagenomic analysis further revealed that climate warming may alter the pattern of DCF carbon sequestration pathways in coastal wetlands, increasing the relative importance of the 3-hydroxypropionate/4-hydroxybutyrate cycle, whereas the relative importance of the dominant chemoautotrophic carbon fixation pathways (Calvin-Benson-Bassham cycle and W-L pathway) may decrease due to warming stress. Collectively, our work uncovers the feedback mechanism of microbially mediated DCF to climate warming in coastal wetlands, and emphasizes a decrease in carbon sequestration through DCF activities in this globally important ecosystem under a warming climate.
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  • 文章类型: Journal Article
    为了阐明海平面上升引起的潮汐水文过程变化对蓝色碳循环的影响,选取胶州湾典型的滨海湿地进行研究。收集碱蓬(SS)和芦苇(PA)湿地的土壤,以模拟三种类型的潮汐水文过程的影响(Neap潮汐组,新界;中潮组,MT;大潮组,ST)对土水溶解无机碳(DIC)动态的影响。结果表明,在潮汐水文过程的影响下,水溶解无机碳(WDIC)的浓度在早期(0-4天)迅速增加(高115%)。不同潮汐水文过程中WDIC浓度存在显著差异(P<0.05),表示为MT(52.7±13.3mgL-1)>ST(52.5±12.9mgL-1)>NT(48.4±10.1mgL-1)。在经历了潮汐水文过程之后,土壤DIC含量显示为净积累(55.1±1.29mgL-1vs。46.7±1.76mgL-1,P<0.001),而土壤无机碳(SIC)降低(2.73±1.64mgL-1vs。4.61±1.71mgL-1),这可能归因于吸收CO2形成DIC引起的SIC的溶解。土壤DIC的积累与SIC直接相关(λ=1.03,P<0.01),与土壤养分(SOC底物,λ=-0.003)和微生物(微生物生物量,λ=-0.10),主要由非生物过程主导(非生物:58.1±1.8%至82.7±2.46%与生物:17.4±2.46%至41.9±1.76%)。潮汐频率的增加总体上抑制了土壤DIC含量的积累,促进了WDIC的输出。然而,不同湿地类型土壤DIC对潮汐频率的响应是不同的,这主要受土壤养分与SIC含量之间的权衡调节。一起来看,潮汐水文过程及其频率变化重塑了DIC动力学,促进了SIC的溶解和CO2的潜在吸收。这些发现增强了对沿海湿地内无机碳循环的理解,特别是在气候变化和海平面上升的背景下。
    To clarify the impacts of tidal hydrological process shifts caused by sea level rise on the blue carbon cycle, a typical coastal wetland in Jiaozhou Bay was selected for this study. The soils of Suaeda salsa (SS) and Phragmites australis (PA) wetlands were collected to simulate the effects of three types of tidal hydrological processes (Neap tide group, NT; Middle tide group, MT; Spring tide group, ST) on the soil-water dissolved inorganic carbon (DIC) dynamic. The results showed that the concentration of water dissolved inorganic carbon (WDIC) increased rapidly (115% higher) at early stage (days 0-4) under the influence of the tidal hydrological processes. Significant differences were found in WDIC concentration during different tidal hydrological processes (P < 0.05), which were expressed as MT (52.7 ± 13.3 mg L-1) > ST (52.5 ± 12.9 mg L-1) > NT (48.4 ± 10.1 mg L-1). After experiencing the tidal hydrological processes, the soil DIC content showed a net accumulation (55.1 ± 1.29 mg L-1vs. 46.7 ± 1.76 mg L-1, P < 0.001), whereas the soil inorganic carbon (SIC) decreased (2.73 ± 1.64 mg L-1vs. 4.61 ± 1.71 mg L-1), which may be attributed to the dissolution of SIC caused by the uptake of CO2 to form DIC. The accumulation of soil DIC was directly related to the SIC (λ = 1.03, P < 0.01), and indirectly related to soil nutrients (SOC substrate, λ = -0.003) and microbes (microbial biomass, λ = -0.10), and was mainly dominated by abiotic processes (abiotic: 58.1 ± 1.8% to 82.7 ± 2.46% vs. biotic: 17.4 ± 2.46% to 41.9 ± 1.76%). The increase of tidal frequency generally inhibited the accumulation of soil DIC content and promoted the output of WDIC. However, the response of soil DIC in different wetland types to tidal frequency was divergent, which was mainly regulated by the trade-off between soil nutrients and SIC content. Taken together, tidal hydrological processes and their frequency changes reshaped DIC dynamics, promoted the dissolution of SIC and the potential uptake of CO2. These findings enhance the comprehension of the inorganic carbon cycle within coastal wetlands, particularly amidst the backdrop of climate change and the rising sea levels.
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  • 文章类型: Journal Article
    沿海湿地向农业和水产养殖区的广泛转化对土壤养分平衡产生了重大影响。然而,沿海转换如何具体影响表土碳(C)的动态和化学计量,氮(N),由于相当大的空间变异性和缺乏全面的现场数据,磷(P)仍然有限。这里,我们调查了总C(TC)的浓度和分布,N(TN)和P(TP),以及它们在四个不同的沿海景观中的化学计量平衡,包括天然沼泽和潮滩,以及改造后的农田和池塘。结果表明,转化的农田和池塘表现出显著较高的土壤C浓度,N和P,特别是与潮滩相比。此外,农田和池塘的表土碳储量高于潮滩,但与沼泽相比,储存的C几乎没有区别甚至丢失。与天然沼泽和潮滩相比,农田土壤显示出更高的有效氮(NH4-N和NO3-N)和有效磷水平。土壤TC的分布,TN,TP在自然沼泽和潮滩中表现出更大的空间异质性,而转化面积更均匀,成为氮磷积累的热点。沿海转化改变了土壤C:N:P化学计量,农田土壤表现出较低的氮磷比(2.9±1.1),表明长期施用氮肥和磷肥可以降低氮磷比,因为P比N更保留在土壤中。此外,观察到C的动力学,N和P,以及它们的化学计量,与土壤理化性质密切相关,特别是土壤有机质和质地。这些发现突出表明,沿海转换和相关的管理措施显着影响土壤碳,亚热带地区代表性湿地区域的氮和磷动态,导致它们的化学计量平衡的重塑,特别是在表土层。
    The extensive conversion of coastal wetlands into agricultural and aquaculture areas has significant repercussions on soil nutrient balance. However, how coastal conversion specifically influences the dynamics and stoichiometry of topsoil carbon (C), nitrogen (N), and phosphorus (P) remains limited due to the considerable spatial variability and a lack of comprehensive field data. Here, we investigated the concentration and distribution of total C (TC), N (TN) and P (TP), along with their stoichiometric balance in four distinct coastal landscapes, including natural marshes and tidal flats, as well as converted agricultural croplands and ponds. The results revealed that converted croplands and ponds exhibited significantly higher concentrations of soil C, N and P, particularly in comparison to tidal flats. Furthermore, croplands and ponds have higher topsoil C stocks than tidal flats, but little difference or even lose stored C compared to marshes. Cropland soils showed considerably higher levels of available N (NH4+-N and NO3--N) and available P compared to those in natural marshes and tidal flats. The distribution of soil TC, TN, and TP demonstrated greater spatial heterogeneity in natural marshes and tidal flats, while the converted areas were more uniform and became hotspots for N and P accumulation. Coastal conversion altered soil C:N:P stoichiometry, with cropland soils exhibiting a lower N:P ratio (2.9 ± 1.1), indicating that long-term application of N and P fertilizers could decrease the N:P ratio, as P is more retained in the soil than N. Furthermore, it was observed that the dynamics of C, N and P, as well as their stoichiometry, are closely linked to soil physicochemical properties, especially soil organic matter and texture. These findings highlight that coastal conversion and associated management practices markedly affected soil C, N and P dynamics in a representative wetland area of the subtropical regions, leading to a reshaping of their stoichiometric balances, particularly in the topsoil layer.
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  • 文章类型: Journal Article
    沿海湿地是沿海地区蓝碳的主要分布,并以其高的固碳能力而闻名。调查碳收支的变化对于了解沿海湿地的功能和有效应对气候变化至关重要。在这项研究中,对4509篇文献进行了文献计量分析,以揭示研究进展,热点问题,和沿海湿地碳收支领域的新兴趋势。从1991年到2022年,该领域的出版物和引用数量呈指数增长。领先的学科类别是环境科学,有1,844篇文章(40.9%)。目前,研究集中在蓝碳上,气候变化和人为干扰对碳循环的影响,和沿海湿地的恢复。根据该领域的热点和趋势,未来的研究应包括:(1)探索各种影响碳循环因素的作用机制,建立滨海湿地蓝碳估算的方法体系;(2)研究滨海湿地恢复技术,构建湿地恢复评价指标体系;(3)制定可执行的碳交易政策,加强国际合作。
    Coastal wetlands are the main distribution of blue carbon in coastal zones and well known for their high carbon sequestration capacity. Investigating the variation of carbon budget is crucial for understanding the functionality of coastal wetlands and effectively addressing climate change. In this study, a bibliometric analysis of 4,509 articles was conducted to reveal research progress, hot issues, and emerging trends in the coastal wetland carbon budget field. The number of publications and citations in this field increased exponentially from 1991 to 2022. The leading subject category was Environmental Sciences with 1,844 articles (40.9%). At present, studies have been focused on blue carbon, the effects of climate change and man-made disturbances on carbon cycle, and the restoration of coastal wetlands. Based on the hotspots and trends in this field, the future researches should include (1) exploring the functional mechanisms of various factors affecting carbon cycle and establishing a methodological system for the estimation of blue carbon in coastal wetlands; (2) researching restoration techniques of coastal wetland and constructing wetland restoration evaluation index system; and (3) formulating enforceable carbon trading policy and strengthening international cooperation.
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  • 文章类型: Journal Article
    Sea-level rise (SLR) is expected to cause major changes to coastal wetlands, which are among the world\'s most vulnerable ecosystems and are critical for nonbreeding waterbirds. Because strategies for adaptation to SLR, such as nature-based solutions and designation of protected areas, can locally reduce the negative effects of coastal flooding under SLR on coastal wetlands, it is crucial to prioritize adaptation efforts, especially for wetlands of international importance for biodiversity. We assessed the exposure of coastal wetlands important for nonbreeding waterbirds to projected SLR along the Mediterranean coasts of 8 countries by modeling future coastal flooding under 7 scenarios of SLR by 2100 (from 44- to 161-cm rise) with a static inundation approach. Exposure to coastal flooding under future SLR was assessed for 938 Mediterranean coastal sites (≤30 km from the coastline) where 145 species of nonbreeding birds were monitored as part of the International Waterbird Census and for which the monitoring area was delineated by a polygon (64.3% of the coastal sites monitored in the Mediterranean region). Thirty-four percent of sites were threatened by future SLR, even under the most optimistic scenarios. Protected study sites and study sites of international importance for waterbirds were, respectively, 1.5 and 2 times more exposed to SLR than the other sites under the most optimistic scenario. Accordingly, we advocate for the development of a prioritization scheme to be applied to these wetlands for the implementation of strategies for adaptation to SLR to anticipate the effects of coastal flooding. Our study provides major guidance for conservation planning under global change in several countries of the Mediterranean region.
    Exposición de los humedales de importancia para las aves acuáticas no reproductoras al incremento del nivel del mar en el Mediterráneo Resumen Se espera que el incremento en el nivel del mar (INM) cause cambios importantes en los humedales costeros, los cuales se encuentran entre los ecosistemas más vulnerables y son críticos para las aves acuáticas no reproductoras. Es crucial la priorización de los esfuerzos de adaptación, especialmente en los humedales con importancia internacional para la biodiversidad, ya que las estrategias de adaptación ante el INM, como las soluciones basadas en la naturaleza y la designación de áreas protegidas, pueden reducir localmente los efectos negativos de las inundaciones costeras por INM en los humedales costeros. Evaluamos la exposición de los humedales costeros con importancia para las aves acuáticas no reproductoras ante el INM proyectado en las costas del Mediterráneo en ocho países con un modelo de inundaciones costeras en el futuro bajo siete escenarios de INM para el año 2100 (de 44 a 161 cm) con un enfoque de inundación estática. Evaluamos la exposición a las inundaciones costeras bajo el INM futuro en 938 sitios costeros del Mediterráneo (≤ 30 km a partir de la costa), en donde monitoreamos a 145 especies de aves no reproductoras como parte del Censo Internacional de Aves Acuáticas y para los cuales el área de monitoreo estuvo delineada con un polígono (64.3% de los sitios costeros monitoreados en la región Mediterránea). El 34% de los sitios se vio amenazado por el INM en el futuro, incluso con los escenarios más optimistas. Los sitios de estudio protegidos y los sitios de estudio de importancia internacional para las aves acuáticas estuvieron expuestos 1.5 y 2 veces más al INM que otros sitios con el escenario más optimista. De acuerdo con esto, abogamos por el desarrollo de un esquema de priorización para aplicarse en estos humedales para la implementación de estrategias de adaptación al INM para anticipar los efectos de las inundaciones costeras. Nuestro estudio proporciona información importante para la planeación de la conservación bajo el cambio global en varios de los países del Mediterráneo.
    【摘要】 海平面上升预计将导致沿海湿地发生重大变化, 而这些湿地作为世界上最脆弱的生态系统之一, 对非繁殖水鸟至关重要。由于海平面上升的适应策略(如基于自然的解决方案和划定保护区)可以局部减少海平面上升导致的沿海洪水对沿海湿地的负面影响, 因此优先实施这些适应策略十分重要, 尤其是针对那些对生物多样性具有国际重要性的湿地。本研究用静态淹没方法模拟了至2100年七种海平面上升情景(上升44‐161厘米)下未来的沿海洪水情况, 并评估了八个国家地中海沿岸对非繁殖水鸟十分重要的沿海湿地的受影响程度。我们共评估了938个地中海沿海位点(距海岸线30公里以内)未来的沿海洪水暴露情况, 这些位点有145种受到国际水鸟普查监测的非繁殖鸟类, 监测区域被划定为多边形(占地中海地区受监测沿海位点的64.3%)。我们发现, 即使在最乐观的情况下, 也有34%的位点受未来海平面上升的威胁;受保护的研究位点和对水鸟具有国际重要性的研究位点受海平面上升影响的暴露风险分别是其他位点的1.5倍和2倍。因此, 我们提议应针对这些湿地制定优先保护方案, 实施海平面上升的适应策略, 为提前应对沿海洪水影响做好准备。我们的研究为全球变化背景下地中海地区多个国家的保护规划提供了重要指导。【翻译:胡怡思;审校:聂永刚】.
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  • 文章类型: Journal Article
    光学代理的使用对于持续监测河口和沿海湿地的溶解有机碳(DOC)至关重要,动态发生在亚小时时间尺度上。原位溶解有机物(DOM)荧光,或FDOM,现在是由商业探测仪与辅助水质指标一起常规测量的。然而,其作为DOC浓度的光学代理的可靠性通常受到原位干扰和DOM组成和水基质变化引起的不确定性的限制(离子强度,pH值)是典型的陆地-海洋界面。尽管对原位干扰的修正已经存在,仍然缺乏有效的策略来解释这些系统中DOM成分和水矩阵的变化。方法跨系统的可转移性也鲜为人知。这里,我们使用了基于实验室的激发-发射矩阵荧光和DOC浓度与原位探测仪测量相匹配的综合数据集,以开发和比较利用辅助水质指标来改善FDOM对DOC浓度的估计的方法。我们的分析表明了原位干扰校正方案的有效性,辅助水质指标对DOM组成和水基质变化的重要性,以及所提出方法的良好的可转移性。
    The use of optical proxies is essential to the sustained monitoring of dissolved organic carbon (DOC) in estuaries and coastal wetlands, where dynamics occur on subhour time scales. In situ dissolved organic matter (DOM) fluorescence, or FDOM, is now routinely measured along with ancillary water-quality indicators by commercial sondes. However, its reliability as an optical proxy of DOC concentration is often limited by uncertainties caused by in situ interferences and by variability in DOM composition and water matrix (ionic strength, pH) that are typical at the land-ocean interface. Although corrections for in situ interferences already exist, validated strategies to account for changes in the DOM composition and water matrix in these systems are still lacking. The transferability of methods across systems is also poorly known. Here, we used a comprehensive data set of laboratory-based excitation-emission matrix fluorescence and DOC concentration matched to in situ sonde measurements to develop and compare approaches that leverage ancillary water-quality indicators to improve estimates of DOC concentration from FDOM. Our analyses demonstrated the validity of in situ interference correction schemes, the importance of ancillary water-quality indicators to account for DOM composition and water matrix change, and the good transferability of the proposed methods.
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  • 文章类型: Journal Article
    在这项研究中,多传感器遥感数据集用于表征2018年10月24日登陆的威拉飓风淹没的土地利用和土地覆盖(LULC)。景观表征是使用无云Sentinel-2多光谱仪器(MSI)图像的无监督K均值算法完成的,在飓风威拉之前的旱季获得。在合成孔径雷达(SAR)Sentinel-1C波段上使用直方图阈值技术得出洪水图,并结合从Sentinel-2MSI图像得出的洪水图。两者,Sentinel-1和Sentinel-2图像是在Willa登陆后获得的。虽然LULC图达到了92%的准确率,使用实地调查期间收集的数据进行验证,洪水地图达到了90%的总体准确度,使用从社交网络数据中提取的位置进行验证,手动地理参考。农业类别是主要的土地利用(约2,624平方公里),其次是落叶林(1,591km2)和多年生亚森林(1,317km2)。约1,608平方公里代表永久湿地(红树林,盐沼,泻湖和河口,和沿海班),但该地区只有489平方公里属于水生表面(泻湖和河口)。洪水泛滥的面积为1,225平方公里,其中受影响最大的是农业(735平方公里)。我们的分析在LULC图中检测到盐沼类占据了541km2,飓风威拉期间,约328平方公里被洪水淹没。由于水流相对较快地消退,获得代表性图像来评估洪水事件是一个挑战。尽管如此,在这项研究中获得的高总体准确性使我们能够假设输出是可靠的,可以用于实施有效的保护策略,restoration,和湿地管理。此外,他们将提高地方政府和国家马里斯马什居民的能力,以做出明智的决定,保护脆弱地区免受气候变化带来的不同威胁。
    In this study, multisensor remote sensing datasets were used to characterize the land use and land covers (LULC) flooded by Hurricane Willa which made landfall on October 24, 2018. The landscape characterization was done using an unsupervised K-means algorithm of a cloud-free Sentinel-2 MultiSpectral Instrument (MSI) image, acquired during the dry season before Hurricane Willa. A flood map was derived using the histogram thresholding technique over a Synthetic Aperture Radar (SAR) Sentinel-1 C-band and combined with a flood map derived from a Sentinel-2 MSI image. Both, the Sentinel-1 and Sentinel-2 images were obtained after Willa landfall. While the LULC map reached an accuracy of 92%, validated using data collected during field surveys, the flood map achieved 90% overall accuracy, validated using locations extracted from social network data, that were manually georeferenced. The agriculture class was the dominant land use (about 2,624 km2), followed by deciduous forest (1,591 km2) and sub-perennial forest (1,317 km2). About 1,608 km2 represents the permanent wetlands (mangrove, salt marsh, lagoon and estuaries, and littoral classes), but only 489 km2 of this area belongs to aquatic surfaces (lagoons and estuaries). The flooded area was 1,225 km2, with the agricultural class as the most impacted (735 km2). Our analysis detected the saltmarsh class occupied 541 km2in the LULC map, and around 328 km2 were flooded during Hurricane Willa. Since the water flow receded relatively quickly, obtaining representative imagery to assess the flood event was a challenge. Still, the high overall accuracies obtained in this study allow us to assume that the outputs are reliable and can be used in the implementation of effective strategies for the protection, restoration, and management of wetlands. In addition, they will improve the capacity of local governments and residents of Marismas Nacionales to make informed decisions for the protection of vulnerable areas to the different threats derived from climate change.
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