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Validation of TROPOMI SIF Products With Improved Geolocation Match Between In Situ and Satellite Measurements TROPOMI SIF 产品的验证,提高了原位测量与卫星测量之间的地理定位匹配度
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-03 DOI: 10.1029/2024JG008235
Qicheng Zeng, Xiaodan Wu, Rongqi Tang, Jing Pei, Xianglei Du, Fei Pan, Jianguang Wen, Qing Xiao

Direct comparison with in situ measurements serves as the primary method for validating TROPOMI SIF products. However, due to geometric errors in satellite data, the exact spatial extent of the nominal validation pixel may not align with the in situ site perfectly. In addressing this challenge, this study proposed, for the first time, a method to precisely identify the validation pixels matching with in situ sites. Moreover, the accuracy of the TROPOMI SIF product was reevaluated with the improved geolocation match method between the satellite pixel and the corresponding in situ site. The results indicate that ignoring the geometric errors of TROPOMI pixels can result in a 49% probability of mismatch between the validation pixel and the in situ site. The errors caused by geolocation mismatch mainly come from two aspects. One is the incorrect extraction of the validation pixel, with a maximum error of 1.385 mWm−2 sr−1 nm−1. The other is the pixel-scale reference “truth,” which resulted from the improper upscaling function of in situ measurements, and the maximum of this kind of error was 0.445 mWm−2 sr−1 nm−1. With this improved geolocation match method, the TROPOMI SIF product showed a RMSE of 0.58 mWm−2 sr−1 nm−1, a bias of 0.19 mWm−2 sr−1 nm−1, and a R2 of 0.51, which indicate a better performance than without considering geometric location matching errors.

与实地测量结果直接比较是验证 TROPOMI SIF 产品的主要方法。然而,由于卫星数据的几何误差,标称验证像素的确切空间范围可能与实地站点不完全一致。为解决这一难题,本研究首次提出了一种精确识别与原地站点相匹配的验证像素的方法。此外,利用改进后的卫星像元与相应原地站点之间的地理定位匹配方法,对 TROPOMI SIF 产品的精度进行了重新评估。结果表明,忽略 TROPOMI 像素的几何误差会导致验证像素与原地站点之间出现 49%的不匹配概率。地理定位不匹配造成的误差主要来自两个方面。一是验证像素的提取不正确,最大误差为 1.385 mWm-2 sr-1 nm-1。另一个是像素尺度的参考 "真值",这是由于原位测量的上标函数不当造成的,这种误差的最大值为 0.445 mWm-2 sr-1 nm-1。采用这种改进的地理位置匹配方法后,TROPOMI SIF 产品的均方根误差为 0.58 mWm-2 sr-1 nm-1,偏差为 0.19 mWm-2 sr-1 nm-1,R2 为 0.51,这表明其性能优于不考虑几何位置匹配误差的情况。
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引用次数: 0
Limited Organic Carbon Burial by the Rusty Carbon Sink in Swedish Fjord Sediments 瑞典峡湾沉积物中生锈碳汇对有机碳的有限埋藏
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-31 DOI: 10.1029/2024JG008277
S. Placitu, S. J. van de Velde, A. Hylén, P. O. J. Hall, E. K. Robertson, M. Eriksson, M. Leermakers, N. Mehta, S. Bonneville

Marine sediments bury ∼160 Tg of organic carbon (OC) annually and represent an essential component of the global carbon cycle. OC burial is inherently multifactorial; however, in the past decade, the role of iron in regulating OC burial via the formation of organo-mineral associations, known as “rusty carbon sink,” has been extensively studied. Despite widespread recognition, the origin of the OC preserved within these associations and the effect of the bottom-water oxygenation on their stability are still debated. Here, we investigate the rusty carbon sink in sediments collected across transects from the head to mouth of three Swedish fjords presenting contrasting bottom-water oxygenation regimes (the oxic Hake fjord, seasonally hypoxic Gullmar fjord, and anoxic By fjord). We found that the oxygenation regimes, the intensity of benthic iron cycling or the OC origin have little to no influence on the amount of OC bound to Fe (OC – Fe). The lack of correlation with any of the parameters studied, in combination with an increase in the OC – Fe in the fjords with riverine input suggest, at least partially, an allochthonous origin of these organo-mineral associations. Our results also show that the rusty carbon sink plays a modest role in the OC burial in these fjords (∼6% OC is bound to Fe). While these fjords still represent important OC burial hotspots with an average of ∼35 g C m−2 buried annually, the OC burial is controlled by other sedimentary processes, such as the high mass accumulation rates found in these fjord systems.

海洋沉积物每年掩埋 160 Tg 的有机碳(OC),是全球碳循环的重要组成部分。有机碳的埋藏本质上是多因素的;然而,在过去十年中,人们广泛研究了铁通过形成有机-矿物结合体(即 "铁锈碳汇")来调节有机碳埋藏的作用。尽管得到了广泛认可,但保存在这些结合体中的 OC 的来源以及底层水含氧量对其稳定性的影响仍存在争议。在这里,我们研究了从瑞典三个峡湾(缺氧的哈克峡湾、季节性缺氧的古尔马峡湾和缺氧的拜尔峡湾)的峡湾头到峡湾口横断面收集的沉积物中的锈碳汇。我们发现,含氧状态、底栖生物铁循环强度或 OC 来源对与铁结合的 OC 量(OC - 铁)几乎没有影响。与所研究的任何参数都缺乏相关性,再加上峡湾中因河流输入而增加的 OC - Fe,至少部分表明了这些有机矿物关联的异源性。我们的研究结果还表明,锈碳汇在这些峡湾的 OC 埋藏中发挥的作用不大(与铁结合的 OC 占 6%)。虽然这些峡湾仍然是重要的 OC 埋藏热点,每年平均埋藏 ∼35 g C m-2 ,但 OC 埋藏受其它沉积过程的控制,例如这些峡湾系统的高质量累积率。
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引用次数: 0
The Role of Nutrient and Energy Limitation on Microbial Decomposition of Deep Podzolized Carbon: A Priming Experiment 营养和能量限制对深层荚膜化碳微生物分解的作用:引物实验
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-30 DOI: 10.1029/2024JG008176
Ryan E. Champiny, Kanika S. Inglett, Yang Lin

Soil carbon decomposition is primarily driven by microbial activities and is regulated by factors which stimulate or impede microbial functions. Deep podzolized carbon (DPC), found in the United States Southeastern Coastal Plain, is situated well below the soil surface in horizons isolated from active plant input. This carbon is characterized by high C:N ratios (>30) which could reflect nutrient limitation of microbial decomposition. To uncover the energy or nutrient limitation on DPC degradation, a 90-day priming experiment was performed with soils from the surface horizon and DPC horizons (i.e., Bh1 and Bh2) received the additions of 13C-labeled alanine and glucose. This resulted in prominent priming effects: addition of alanine increased basal decomposition of soil organic carbon by 918 ± 51% and 737 ± 7% in Bh2 and Bh1, respectively. Glucose relative priming was 505 ± 28% in Bh1 and 606 ± 77% of basal respiration in Bh2. These strong responses to substrate input highlight the susceptibility of DPC to loss when microbial carbon and nutrient constraints are alleviated. After 90 days, glucose addition increased the microbial biomass in DPC horizons relative to alanine addition, with the latter showing no difference from ultrapure-water control. The response of the microbial biomass indicates constraint by a lack of energy sources both by the paucity of labile substrates and reduced availability of organic matter as a result of podzolization. Our study has important implications for predicting the response of DPC in Coastal Plain soils in the context of land management and global change.

土壤碳分解主要由微生物活动驱动,并受刺激或阻碍微生物功能的因素调节。在美国东南沿海平原发现的深层荚膜化碳(DPC)位于土壤表层以下,与植物的活性输入隔离开来。这种碳的特点是碳氮比较高(30),这可能反映了微生物分解的养分限制。为了揭示能量或养分对 DPC 降解的限制,我们进行了一项为期 90 天的引导实验,在表层地层和 DPC 地层(即 Bh1 和 Bh2)的土壤中添加了 13C 标记的丙氨酸和葡萄糖。这产生了显著的启动效应:在 Bh2 和 Bh1 中,添加丙氨酸可使土壤有机碳的基础分解分别增加 918 ± 51% 和 737 ± 7%。在 Bh1 中,葡萄糖的相对启动作用为 505 ± 28%,在 Bh2 中为基础呼吸作用的 606 ± 77%。这些对底物输入的强烈反应突出表明,当微生物碳和营养限制得到缓解时,DPC 很容易流失。90 天后,与添加丙氨酸相比,添加葡萄糖增加了 DPC 地层中的微生物生物量,后者与超纯水对照没有区别。微生物生物量的反应表明,由于可溶性底物的缺乏和荚果化导致的有机物供应减少,微生物生物量受到缺乏能量来源的制约。我们的研究对预测沿海平原土壤中 DPC 在土地管理和全球变化背景下的反应具有重要意义。
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引用次数: 0
Divergent Responses of Organic Carbon to Sedimentary Environment Transformation in a River-Dominated Marginal Sea 以河流为主的边缘海中有机碳对沉积环境转变的不同反应
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-30 DOI: 10.1029/2024JG008034
Zhuoyue Zhang, Ming Lu, Chenglong Wang, Chuchu Zhang, Bingying Lin, Qihang Liao, Penghua Qiu, Xinqing Zou

The fate of organic carbon (OC) in most river-dominated ocean margins (RiOMars) has undergone a noticeable transformation with the increased sediment retention engineering in watersheds. In the East China Sea (ECS), transformation in sediment and the influence of bulk OC have been broadly studied. However, the response of different mechanisms of OC protection under transformation has not been investigated, hindering our understanding of the factors that control OC deposition. In this study, we isolated different OC fractions, analyzed the basic parameters of the sediments, and compared the previous study's data to reveal how OC deposition responded to transformation. Our research indicates that transformation leads to the reduction of OC associated with minerals and sorting of OC occluded by plant debris and OC associated with minerals resulting in increased decomposition and mineralization of OC. The transformation affects the mechanism of OC binding with reactive iron (FeR), increasing FeR-protected OC content. Still, the co-precipitation mechanism and the intense redox environment in the mud deposit decrease the FeR-protected OC stability. Taken together, the impact of transformation is to increase the risk of OC decomposition and to weaken the OC preservation ability in RiOMars as carbon sinks. This study has implications for river-dominated passive margins subject to increased sediment retention engineering in watersheds worldwide and deserves more attention.

随着流域沉积物滞留工程的增加,大多数以河流为主的海域边缘(RiOMars)的有机碳(OC)命运发生了明显的变化。在中国东海(ECS),人们对沉积物中有机碳的转化及其影响进行了广泛的研究。然而,不同的 OC 保护机制在转化过程中的反应尚未得到研究,这阻碍了我们对控制 OC 沉积的因素的理解。在本研究中,我们分离了不同的 OC 分馏物,分析了沉积物的基本参数,并对比了之前的研究数据,以揭示 OC 沉积如何响应转化。我们的研究表明,转化导致与矿物质相关的 OC 减少,植物碎屑和与矿物质相关的 OC 分选,从而增加了 OC 的分解和矿化。转化会影响 OC 与活性铁(FeR)的结合机制,增加受 FeR 保护的 OC 含量。不过,共沉淀机制和泥矿床中强烈的氧化还原环境降低了受 FeR 保护的 OC 的稳定性。综合来看,转化的影响是增加了 OC 分解的风险,削弱了作为碳汇的 RiOMars 中 OC 的保存能力。这项研究对全球流域中以河流为主的被动边缘(受沉积物滞留工程增加的影响)具有重要意义,值得更多关注。
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引用次数: 0
Assessment of Landscape-Scale Fluxes of Carbon Dioxide and Methane in Subtropical Coastal Wetlands of South Florida 南佛罗里达亚热带沿海湿地二氧化碳和甲烷景观通量评估
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-30 DOI: 10.1029/2024JG008165
Erin R. Delaria, Glenn M. Wolfe, Kaitlyn Blanock, Reem Hannun, Kenneth Lee Thornhill, Paul A. Newman, Leslie R. Lait, S. Randy Kawa, Jessica Alvarez, Spencer Blum, Edward Castañeda-Moya, Christopher Holmes, David Lagomasino, Sparkle Malone, Dylan Murphy, Steven F. Overbauer, Chandler Pruett, Aaron Serre, Gregory Starr, Robert Szot, Tiffany Troxler, David Yannick, Benjamin Poulter

Coastal wetlands play a significant role in the storage of “blue carbon,” indicating their importance in the carbon biogeochemistry in the coastal zone and in global climate change mitigation strategies. We present airborne eddy covariance observations of CO2 and CH4 fluxes collected in southern Florida as part of the NASA BlueFlux mission during April 2022, October 2022, February 2023, and April 2023. The flux data generated from this mission consists of over 100 flight hours and more than 6,000 km of horizontal distance over coastal saline and freshwater wetlands. We find that the spatial and temporal heterogeneity in CO2 and CH4 exchange is primarily influenced by season, vegetation type, ecosystem productivity, and soil inundation. The largest CO2 uptake fluxes of more than 20 μmol m−2 s−1 were observed over mangroves during all deployments and over swamp forests during flights in April. The greatest CH4 effluxes of more than 250 nmol m−2 s−1 were measured at the end of the wet season in October 2022 over freshwater marshes and swamp shrublands. Although the combined Everglades National Park and Big Cypress National Preserve region was a net sink for carbon, CH4 emissions reduced the ecosystem carbon uptake capacity (net CO2 exchange rates) by 11%–91%. Average total net carbon exchange rates during the flight periods were −4 to −0.2 g CO2-eq m−2 d−1. Our results highlight the importance of preserving mangrove forests and point to potential avenues of further research for greenhouse gas mitigation strategies.

沿海湿地在储存 "蓝碳 "方面发挥着重要作用,这表明了它们在沿海地区碳生物地球化学和全球气候变化减缓战略中的重要性。我们介绍了在 2022 年 4 月、2022 年 10 月、2023 年 2 月和 2023 年 4 月期间,作为 NASA BlueFlux 任务的一部分,在佛罗里达州南部收集的二氧化碳和甲烷通量机载涡度协方差观测数据。这次任务产生的通量数据包括 100 多个飞行小时和沿海盐碱地和淡水湿地 6000 多公里的水平距离。我们发现,二氧化碳和甲烷交换的时空异质性主要受季节、植被类型、生态系统生产力和土壤淹没的影响。在所有部署过程中,在红树林上空观测到的最大二氧化碳吸收通量超过 20 μmol m-2 s-1,在四月份的飞行中,在沼泽森林上空观测到的最大二氧化碳吸收通量超过 20 μmol m-2 s-1。2022 年 10 月雨季结束时,在淡水沼泽和沼泽灌木林上空测得的最大甲烷流出量超过 250 nmol m-2 s-1。虽然大沼泽地国家公园和大柏树国家保护区是一个碳净汇,但 CH4 排放使生态系统的碳吸收能力(二氧化碳净交换率)降低了 11%-91% 。飞行期间的平均总净碳交换率为-4 至 -0.2 g CO2-eq m-2 d-1。我们的研究结果突显了保护红树林的重要性,并指出了进一步研究温室气体减排策略的潜在途径。
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引用次数: 0
A Global Evaluation of Radar-Derived Digital Elevation Models: SRTM, NASADEM, and GLO-30 雷达数字高程模型全球评估:SRTM、NASADEM 和 GLO-30
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-29 DOI: 10.1029/2023JG007672
Marc Simard, Michael Denbina, Charles Marshak, Maxim Neumann

This study evaluates global radar-derived digital elevation models (DEMs), namely the Shuttle Radar Topography Mission (SRTM), NASADEM and GLO-30 DEMs. We evaluate their accuracy over bare-earth terrain and characterize elevation biases induced by forests using global Lidar measurements from the Ice, Cloud, and Land Elevation Satellite (ICESat)'s Geoscience Laser Altimeter System (GLAS), the Global Ecosystem Dynamics Investigation (GEDI) and the ICESat-2 Advanced Topographic Laser Altimeter System (ATLAS) instruments collected on locally flat terrain. Our analysis is based on error statistics calculated for each 1°×1° $1{}^{circ}times 1{}^{circ}$ DEM tile, which are then summarized as global error percentiles, providing a regional characterization of DEM quality. We find NASADEM to be a significant improvement upon the SRTM V3. Over bare ground areas, the mean elevation bias and root mean square error (RMSE) improved from 0.68 to 2.50 m respectively to 0.00 and 1.5 m as compared to ICESat/GLAS. GLO-30 is more accurate with bare ground elevation bias and RMSE were below 0.05 and 0.55 m. Similar improvements were observed when compared to GEDI and ICESat-2 measurements. The DEM biases associated with the presence of vegetation vary linearly with canopy height, and more closely follow the 50th $5{0}^{th}$ percentile of Lidar Relative Height (RH50). Other factors such as canopy density, radar frequency and Lidar technology also contribute to observed elevation biases. This global analysis highlights the potential of various technologies for mapping of Earth's topography, and the need for more advanced remote sensing observations that can resolve vegetation structure and sub-canopy ground elevation.

本研究评估了全球雷达数字高程模型(DEM),即航天飞机雷达地形图任务(SRTM)、NASADEM 和 GLO-30 DEM。我们利用冰、云和陆地高程卫星(ICESat)的地球科学激光测高仪系统(GLAS)、全球生态系统动力学调查(GEDI)和 ICESat-2 高级地形激光测高仪系统(ATLAS)仪器在局部平坦地形上采集的全球激光雷达测量数据,评估了它们在裸地地形上的精度,并描述了森林引起的高程偏差。我们的分析基于为每个 1 ° × 1 ° $1{}^{circ}times 1{}^{circ}$ DEM 瓦片计算的误差统计,然后将其汇总为全球误差百分位数,提供了 DEM 质量的区域特征。我们发现 NASADEM 比 SRTM V3 有显著改进。与 ICESat/GLAS 相比,裸地区域的平均高程偏差和均方根误差(RMSE)分别从 0.68 米和 2.50 米减少到 0.00 米和 1.5 米。GLO-30 更为精确,裸地高程偏差和均方根误差分别低于 0.05 米和 0.55 米。与植被相关的 DEM 偏差随树冠高度呈线性变化,更接近于激光雷达相对高度(RH50)的 5 0 t h 5{0}^{th}$ 百分位数。树冠密度、雷达频率和激光雷达技术等其他因素也会造成观测到的海拔偏差。这项全球分析凸显了各种技术在绘制地球地形图方面的潜力,以及对能够解析植被结构和树冠下地面高程的更先进遥感观测的需求。
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引用次数: 0
Influence of Organo-Mineral Associations on Terrestrial Particulate Organic Matter Dispersal in the Northern Gulf of Mexico 墨西哥湾北部有机-矿物关联对陆地颗粒有机物扩散的影响
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-29 DOI: 10.1029/2024JG008144
Yord W. Yedema, Francesca Sangiorgi, João P. Trabucho-Alexandre, Klaas G. J. Nierop, Jorien E. Vonk, Francien Peterse

We investigate the influence of organo-mineral associations on the dispersal of terrestrial organic matter (TerrOM) along a land-sea transect offshore the Atchafalaya river in the northern Gulf of Mexico (GoM). We analyzed bulk sediment properties, mineral surface area, and clay composition and used lipid biomarkers to distinguish plant-derived (long-chain n-alkanes and n-alcohols) freshwater aquatic (C32 1,15-diols) and soil-microbial (branched glycerol dialkyl glycerol tetraethers (brGDGTs)) OM-pools in different grain size fractions (≥250, 250–125, 125–63, 63–30, 30–10 and <10 μm) of marine surface sediments. Concentrations and mineral loadings of the targeted biomarkers were highest in the <30 μm fractions, suggesting an affinity with clay minerals. Spatially, concentrations of higher plant-derived n-alkanes remained relatively constant along the transect, whereas those of the other OM-pools rapidly decreased further offshore. This suggests that the association of plant-derived OM with mineral surfaces is better maintained than that of freshwater and soil-microbial OM. In addition, similar distributions among grain size fractions at each site for the C32 1,15-diols and brGDGTs suggest that these compounds are likely not associated with mineral surfaces in the marine realm. Furthermore, as TerrOM might be stripped from mineral surfaces upon discharge in the marine realm, the dispersal of TerrOM-pools could also represent a degradation signal, as n-alkanes are more resistant than long-chain diols and brGDGTs. Together, our results indicate that the stability of organo-mineral associations in the marine realm differs per TerrOM-pool and can lead to a differential dispersal of these pools, and thus OM sequestration patterns in the northern GoM.

我们研究了有机矿物关联对陆地有机物(TerrOM)沿墨西哥湾北部阿查法拉亚河近海陆海横断面扩散的影响。我们分析了大量沉积物的性质、矿物表面积和粘土成分,并使用脂质生物标志物来区分海洋表层沉积物不同粒径部分(≥250、250-125、125-63、63-30、30-10 和 10 μm)中的植物源(长链正烷烃和正醇)、淡水水生(C32 1,15-二醇)和土壤微生物(支链甘油二烷基甘油四醚(brGDGTs))OM-池。目标生物标记物的浓度和矿物负荷在 30 μm 分馏物中最高,这表明它们与粘土矿物具有亲和性。从空间上看,较高的植物衍生正构烷烃的浓度沿横断面保持相对稳定,而其他 OM 池的浓度则在离岸较远的地方迅速下降。这表明,与淡水和土壤微生物 OM 相比,植物源 OM 与矿物表面的结合保持得更好。此外,C32 1,15-二醇和 brGDGTs 在每个地点的粒度分布相似,表明这些化合物在海洋领域可能与矿物表面无关。此外,由于 TerrOM 在海洋中排放时可能会从矿物表面剥离,因此 TerrOM 池的扩散也可能代表一种降解信号,因为正构烷烃比长链二醇和 brGDGTs 更耐受。总之,我们的研究结果表明,在海洋领域中,每个 TerrOM 池的有机-矿物关联的稳定性都不同,这可能导致这些池的不同扩散,进而导致地中海北部的 OM 固存模式。
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引用次数: 0
Seasonal and Climatic Drivers of Wet Deposition Organic Matter at the Continental Scale 大陆尺度湿沉积有机物的季节和气候驱动因素
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-29 DOI: 10.1029/2024JG008403
Desneiges S. Murray, Adam S. Wymore

Dissolved organic matter (DOM) concentrations and composition within wet deposition are rarely monitored despite contributing a large input of bioavailable dissolved organic carbon (DOC) and nitrogen (DON) to the Earth's surface. Lacking from the literature are spatially comprehensive assessments of simultaneous measurements of wet deposition DOC and DON chemistry and their dependencies on metrics of climate and environmental factors. Here, we use archived precipitation samples from the US National Atmospheric Deposition Program collected in 2017 to 2018 from 17 sites across six ecoregions to investigate variability in the concentration and composition of depositional DOM. We hypothesize metrics of DOM chemistry vary with ecoregion, season, large-scale climate drivers, and precipitation geographic source. Findings indicate differences in DOC and DON concentrations and loads among ecoregions. The highest wet deposition concentrations are from sites in the Northern Forests and lowest concentrations from sites in Marine West Coast Forests. Summer and autumn samples contained the highest DOC concentrations and DON concentrations that were consistently above detection limit, corresponding with seasonality of peak air temperatures and the phenology of the growing season in the northern hemisphere. Compositional trends suggest lighter DOM molecules in autumn and winter and heavier molecules in spring and summer. Climate drivers explain 51% of variation in DOM chemistry, revealing differing drivers on the concentrations and loads of DOC versus DON in wet deposition. This study highlights the necessity of incorporating DOC and DON measurements into national deposition monitoring networks to understand spatial and temporal feedbacks between climate change, atmospheric chemistry and landscape biogeochemistry.

湿沉降物中的溶解有机物(DOM)浓度和组成很少受到监测,尽管它们为地球表面提供了大量生物可利用的溶解有机碳(DOC)和氮(DON)。文献中缺乏对同时测量湿沉降 DOC 和 DON 化学性质及其与气候和环境因素相关性的空间综合评估。在此,我们利用美国国家大气沉积计划于 2017 年至 2018 年从 6 个生态区的 17 个站点收集的存档降水样本,研究沉积 DOM 浓度和组成的变化。我们假设 DOM 化学指标随生态区、季节、大尺度气候驱动因素和降水地理来源而变化。研究结果表明,不同生态区的 DOC 和 DON 浓度和负荷存在差异。北部森林地区的湿沉积物浓度最高,而海洋西岸森林地区的浓度最低。夏季和秋季的样本中 DOC 浓度最高,DON 浓度始终高于检测限,这与北半球最高气温的季节性和生长季节的物候学特征相吻合。组成趋势表明,秋冬季的 DOM 分子较轻,而春夏季的 DOM 分子较重。气候驱动因素解释了 51% 的 DOM 化学变化,揭示了湿沉积物中 DOC 与 DON 的浓度和负荷的不同驱动因素。这项研究强调,有必要将 DOC 和 DON 测量纳入国家沉积物监测网络,以了解气候变化、大气化学和景观生物地球化学之间的时空反馈。
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引用次数: 0
A New Approach for Prediction of Foliar Dust in a Coal Mining Region and Its Impacts on Vegetation Physiological Processes Using Multi-Source Satellite Data Sets 利用多源卫星数据集预测煤矿开采区叶面尘埃及其对植被生理过程影响的新方法
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-25 DOI: 10.1029/2024JG008298
Avinash Kumar Ranjan, Jadunandan Dash, Amit Kumar Gorai

Estimating foliar dust (FD) is essential in understanding the complex interaction between FD, vegetation, and the environment. The elevated FD has a significant impacts on vegetation physiological processes. The present study aims to explore the potential of multi-sensor optical satellite data sets (e.g., Landsat-8, 9; Sentinel-2B, and PlanetScope) in conjunction with in situ data sets for FD estimation over the Jharsuguda coal mining region in Eastern India. The efficacy of different spectral bands and various radiometric indices (RIs) was tested using linear regression models for FD estimation. Furthermore, the study attempts to quantify the impacts of FD on vegetation's physiological processes (e.g., carbon uptake, transpiration, water use efficiency, leaf temperature) through proxy data sets. The key findings of the study uncovered sensor-specific and common trends in vegetation spectral profiles under varying FD concentrations. A saturation threshold was observed around 50 g/m2 of FD concentration, beyond which additional FD concentration exhibited limited impact on spectral reflectance. On the other hand, the assessment of FD estimation models revealed distinct performances and shared trends across various satellite sensors. Notably, near-infrared and shortwave infrared-1 bands, along with certain RIs, such as the Global Environmental Monitoring Index and the Non-Linear Index, emerged as pivotal for accurate FD estimation. Besides, the study results revealed that vegetation-associated carbon uptake experienced a ∼2 to 3 gC reduction for every additional gram of FD per square meter. Moreover, the vegetation transpiration reduction per unit of FD ranged from approximately 0.0005 to 0.0006 mm/m2/day, highlighting a moderate impact on transpiration levels. These findings aid a significant evidence base to our understanding of FD's impact on vegetation physiological processes.

估算叶面灰尘(FD)对于了解叶面灰尘、植被和环境之间复杂的相互作用至关重要。升高的叶面灰尘对植被的生理过程有重大影响。本研究旨在探索多传感器光学卫星数据集(如 Landsat-8、9;Sentinel-2B 和 PlanetScope)与原位数据集结合用于印度东部 Jharsuguda 煤矿开采区叶面尘埃估算的潜力。利用线性回归模型测试了不同光谱波段和各种辐射指数(RI)对 FD 估算的功效。此外,研究还试图通过替代数据集量化 FD 对植被生理过程(如碳吸收、蒸腾、水分利用效率、叶片温度)的影响。研究的主要发现揭示了在不同FD浓度下植被光谱剖面的传感器特异性和共同趋势。在 50 克/平方米的脱水剂浓度附近观察到一个饱和阈值,超过该阈值后,额外的脱水剂浓度对光谱反射率的影响有限。另一方面,对 FD 估算模型的评估显示了各种卫星传感器的不同性能和共同趋势。值得注意的是,近红外和短波红外-1 波段以及某些 RI(如全球环境监测指数和非线性指数)对于准确估算 FD 至关重要。此外,研究结果表明,每平方米每增加一克 FD,植被相关碳吸收量就会减少 2 至 3 克碳。此外,每单位 FD 的植被蒸腾量减少约 0.0005 至 0.0006 毫米/平方米/天,突出表明对蒸腾量的影响适中。这些发现为我们了解褪黑激素对植被生理过程的影响提供了重要的证据基础。
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引用次数: 0
High-Latitude Eddy Covariance Temporal Network Design and Optimization 高纬度涡协方差时空网络设计与优化
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-25 DOI: 10.1029/2024JG008406
Martijn M. T. A. Pallandt, Martin Jung, Kyle Arndt, Susan M. Natali, Brendan M. Rogers, Anna-Maria Virkkala, Mathias Göckede

Ecosystems at high latitudes are changing rapidly in response to climate change. To understand changes in carbon fluxes across seasonal to multi-decadal timescales, long-term in situ measurements from eddy covariance networks are needed. However, there are large spatiotemporal gaps in the high-latitude eddy covariance network. Here we used the relative extrapolation error index in machine learning-based upscaled gross primary production as a measure of network representativeness and as the basis for a network optimization. We show that the relative extrapolation error index has steadily decreased from 2001 to 2020, suggesting diminishing upscaling errors. In experiments where we limit site activity by either setting a maximum duration or by ending measurements at a fixed time those errors increase significantly, in some cases setting the network status back more than a decade. Our experiments also show that with equal site activity across different theoretical network setups, a more spread out design with shorter-term measurements functions better in terms of larger-scale representativeness than a network with fewer long-term towers. We developed a method to select optimized site additions for a network extension, which blends an objective modeling approach with expert knowledge. This method greatly outperforms an unguided network extension and can compensate for suboptimal human choices. For the Canadian Arctic we show several optimization scenarios and find that especially the Canadian high Arctic and north east tundra benefit greatly from addition sites. Overall, it is important to keep sites active and where possible make the extra investment to survey new strategic locations.

高纬度地区的生态系统正随着气候变化而迅速变化。要了解碳通量在季节到数十年时间尺度上的变化,需要通过涡度协方差网络进行长期的实地测量。然而,高纬度涡度协方差网络存在巨大的时空差距。在这里,我们使用基于机器学习的上标初级生产总量中的相对外推误差指数来衡量网络的代表性,并将其作为网络优化的基础。我们发现,从 2001 年到 2020 年,相对外推误差指数稳步下降,这表明上推误差正在减小。在我们通过设置最长持续时间或在固定时间结束测量来限制站点活动的实验中,这些误差显著增加,在某些情况下,网络状态倒退了十多年。我们的实验还表明,在不同的理论网络设置中,如果站点活动相同,那么在更大范围的代表性方面,具有较短时间测量的更分散的设计要比具有较少长期塔的网络更好。我们开发了一种为网络扩展选择优化站点添加的方法,该方法将客观建模方法与专家知识相结合。这种方法大大优于无指导的网络扩展,并能弥补人类的次优选择。在加拿大北极地区,我们展示了几种优化方案,发现尤其是加拿大北极高纬度地区和东北苔原地区从新增站点中获益匪浅。总之,保持站点的活跃性非常重要,并在可能的情况下进行额外投资,勘测新的战略地点。
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引用次数: 0
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Journal of Geophysical Research: Biogeosciences
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