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Regional variation in the distribution of patterned fens in the montane-boreal regions of Alberta, Canada 加拿大艾伯塔省山地-森林地区花纹沼泽分布的地区差异
IF 1.8 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-02-22 DOI: 10.1007/s11273-024-09981-4
Dale H. Vitt, Melissa House, Lilyan C. Glaeser

Peatlands represent an important part of the landscape of boreal western Canada, occupying some 365,157 km2. Sixty-three percent of these are minerogenous fens. Scattered among these fens are landscape features that have unique and distinctive patterns—pools and carpets (flarks) separated by raised linear ‘strings’. These patterned fens harbor rare and uncommon species and serve as habitats for endangered wildlife (e.g., woodland caribou, whooping cranes). In this study, utilizing Google Earth Pro (1) we documented 1083 ribbed fens and 250 reticulate fens in the province of Alberta, Canada; (2) determined the regional variation in patterned fen occurrences; (3) described the various morphological forms of patterned fens; and (4) recognized these as six distinctive peatland site-types. Patterned fens are not randomly arranged on the landscape. Ribbed fens are concentrated on regional high elevational uplands and montane benchlands with morainal deposits, while reticulate fens are more numerous on low elevation plains with glacial-fluvial and glacial-lacustrine deposits. Patterned fens vary along minerotrophic vegetation and chemical gradients and have a complex set of morphological types. To our knowledge, this is the first study that provides base line information on the abundance and distribution of patterned fens in Alberta and associates morphological patterned fen types with environmental or geological characteristics. The digital files and maps provide a permanent record against which future change can be compared.

泥炭地是加拿大西部北方景观的重要组成部分,面积约 365,157 平方公里。其中 63% 为矿质沼泽。散布在这些沼泽地中的地貌特征具有独特而鲜明的图案--由凸起的线性 "线 "分隔的水池和地毯(火花)。这些图案丰富的沼泽地栖息着珍稀物种,也是濒危野生动物(如林地驯鹿、百灵鹤)的栖息地。在这项研究中,我们利用谷歌地球专业版(1)记录了加拿大艾伯塔省的 1083 个肋状沼泽和 250 个网状沼泽;(2)确定了图案化沼泽出现的区域差异;(3)描述了图案化沼泽的各种形态形式;(4)将其确认为六种独特的泥炭地地点类型。花纹沼泽在地形上并非随机分布。带状沼泽主要集中在区域性高海拔高地和具有冰碛沉积物的山地台地上,而网状沼泽则更多地分布在具有冰川-河漫滩和冰川-湖沼沉积物的低海拔平原上。花纹沼泽沿着矿养植被和化学梯度变化,具有一系列复杂的形态类型。据我们所知,这是第一项提供有关阿尔伯塔省花纹沼泽数量和分布的基础信息,并将花纹沼泽的形态类型与环境或地质特征联系起来的研究。数字文件和地图提供了一个永久记录,可用于比较未来的变化。
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引用次数: 0
Anthropogenic Fingerprints of Sedimentary Deposits in a Himalayan Wetland Ecosystem over the Last 8 Centuries 过去 8 个世纪喜马拉雅湿地生态系统沉积物的人类活动痕迹
IF 1.8 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-02-09 DOI: 10.1007/s11273-024-09976-1
Shahid Ahmad Dar, Irfan Rashid, Rajveer Sharma, Sami Ullah Bhat, Pankaj Kumar

Understanding sedimentary deposits in wetlands is crucial for their effective management. In this study, we used an integrated approach to estimate the radiocarbon (14C) chronology, sedimentation rate, and nutrient dynamics of the Khushalsar wetland in the Kashmir Himalaya. A UWITEC gravity corer was used to retrieve a 60 cm sediment core from the wetland. Accelerator mass spectrometer (AMS) facilitated 14C dating of core sediments revealed that the age of the sediments ranged from 248 ± 30 BP at 15–16 cm depth to 889 ± 27 BP at 59–60 cm depth. The linear increase in 14C age with depth revealed steady depositional conditions. According to the Constant Rate of Supply model applied to 14C ages, the sedimentation rate for Khushalsar wetland averaged 0.10 cm per year over the past 829 years, spanning from 1189 to 2018. Physicochemical analysis revealed a high concentration of ionic components in the sediments, wherein the electrical conductivity (EC) ranged from 2230 to 2970 µS cm−1, and organic matter (OM) ranged from 6.6 to 19.8%. The regression model demonstrated significant (p < 0.05) positive and negative associations between the physicochemical parameters. EC explained 91% of the variation in total dissolved solids (TDS) and 89% of the variation in salinity, whereas organic carbon (OC) explained 44% of the variation in nitrogen and 20% of the variation in phosphorus. Depth exhibited a strong positive association with C/N ratio (explaining 17% of the variation) and a negative association with OC, nitrogen, and phosphorus (explaining 59%, 56%, and 50% of the variation, respectively). The study concluded that primary productivity, stormwater runoff, anthropogenic inputs (domestic sewage, raw fecal matter, slaughterhouse wastes), and deforestation in the catchment area are responsible for the increased nutrient concentration and high sedimentation rate in the wetland.

了解湿地中的沉积物对于有效管理湿地至关重要。在这项研究中,我们采用了一种综合方法来估算克什米尔喜马拉雅山库沙尔湿地的放射性碳(14C)年代学、沉积速率和营养动态。我们使用 UWITEC 重力取样器从湿地取回了 60 厘米的沉积物岩芯。加速器质谱仪(AMS)对岩芯沉积物的 14C 测定显示,沉积物的年龄从 15-16 厘米深的 248 ± 30 BP 到 59-60 厘米深的 889 ± 27 BP 不等。14C 年龄随深度的线性增加显示了稳定的沉积条件。根据适用于 14C 年龄的恒定供应率模型,在过去的 829 年(从 1189 年到 2018 年)中,库沙尔萨湿地的沉积速率平均为每年 0.10 厘米。理化分析表明,沉积物中离子成分浓度较高,其中电导率(EC)介于 2230 至 2970 µS cm-1 之间,有机物(OM)介于 6.6 至 19.8%之间。回归模型显示,理化参数之间存在明显的正负相关(p < 0.05)。导电率解释了 91% 的总溶解固体(TDS)变化和 89% 的盐度变化,而有机碳(OC)解释了 44% 的氮变化和 20% 的磷变化。深度与碳/氮比呈强烈的正相关(解释了 17% 的变化),与有机碳、氮和磷呈负相关(分别解释了 59%、56% 和 50% 的变化)。研究得出的结论是,初级生产力、暴雨径流、人为输入(生活污水、原始粪便、屠宰场废物)以及集水区的森林砍伐是造成湿地营养物浓度增加和沉积率高的原因。
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引用次数: 0
Ghost cypress as indicators of sea-level rise in the Neuse River, North Carolina, USA 作为美国北卡罗来纳州 Neuse 河海平面上升指标的鬼柏
IF 1.8 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-02-07 DOI: 10.1007/s11273-024-09977-0
Jonathan D. Phillips

“Ghost cypress”—standing trees killed by increased salinity—indicate sea-level rise (SLR) effects along lower reaches of many coastal plain rivers. Mature cypress can survive indefinitely in permanently flooded sites, but experience mortality at salinities as low as 2 to 3 ppt. Thus, ghost trees in permanently inundated sites can indicate mortality due to increased salinity. Ghost cypress were mapped along the margins of the Neuse River estuary and fluvial-estuarine transition zone (FETZ), along with co-indicators of salinity as a potential cause of death. The distribution was compared with other indicators of upstream propagation of SLR effects; all occurred within a 25 km river reach. Many ghost cypress are consistent with SLR-driven mortality, but in the upper FETZ the co-indicators argue against it, and throughout the study area some ghost cypress lack co-indicators of salinity effects and may have been killed by other factors. The upstream limit of ghost cypress with co-indicators suggesting possible SLR-driven mortality, and the downstream limit of Nyssa aquatica and N. biflora, whose habitats and niches overlap almost entirely with Taxodium except for less salinity tolerance, occur downstream of other indicators of the leading edge of SLR. The furthest upstream is the hydraulic impact of backwater effects on river flow. Downstream, other effects are encountered: a transition from occasionally to frequently flooded wetlands, sedimentary burial of Pleistocene alluvial terraces, and a shift from dominantly mineral floodplain soils to Histosols. The ecological indicators of cypress and tupelo are furthest downstream. Hydraulic (backwater) effects are the leading edge of SLR impacts on the Neuse, trailed by geomorphological, sedimentological, and pedological indicators. Though biota often respond more rapidly to changes than landforms and soils, ecological indicators such as ghost cypress and forest-to-marsh transitions that are salinity dependent are the downstream-most sentinels of sea-level encroachment in rivers.

"鬼柏"--因盐度升高而枯死的树木--表明海平面上升(SLR)对许多沿海平原河流下游的影响。成熟的柏树可以在长期被水淹没的地方无限期地存活,但在盐度低至 2 到 3 ppt 时就会死亡。因此,永久淹没地点的鬼柏树可以表明盐度升高导致的死亡。我们沿 Neuse 河河口和河口-河口过渡区 (FETZ) 边缘绘制了鬼柏分布图,并将盐度作为潜在死亡原因的共同指标。该分布与可持续土地退化影响上游传播的其他指标进行了比较;所有指标都出现在 25 公里的河段内。许多鬼柏都符合可持续土地退化导致死亡的情况,但在菲特兹河段上游,共同指标却与此不符,而且在整个研究区域,一些鬼柏缺乏盐度影响的共同指标,可能已因其他因素而死亡。鬼柏的上游界限与共同指标表明可能受可持续土地退化影响而死亡的鬼柏,以及 Nyssa aquatica 和 N. biflora 的下游界限都位于可持续土地退化前缘的其他指标的下游,而 Nyssa aquatica 和 N. biflora 的栖息地和生态位与 Taxodium 几乎完全重叠,只是耐盐度较低。最远的上游是回水效应对河流流量的水力影响。在下游,还会遇到其他影响:从偶尔泛滥的湿地过渡到经常泛滥的湿地,更新世冲积阶地的沉积掩埋,以及从以矿物质为主的洪泛平原土壤转变为 Histosols。柏树和柚树的生态指标位于最下游。水力(回水)效应是尼塞河受到可持续土地退化影响的最主要因素,其次是地貌学、沉积学和土壤学指标。虽然生物群对变化的反应往往比地貌和土壤更快,但鬼柏树和森林向沼泽过渡等依赖盐度的生态指标是海平面侵蚀河流的最下游哨兵。
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引用次数: 0
Differently managed reed beds are home to Coleoptera communities differing in diversity, overall biomass and size 不同管理方式的芦苇丛是鞘翅目昆虫群落的家园,其多样性、总体生物量和大小各不相同
IF 1.8 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-02-02 DOI: 10.1007/s11273-023-09975-8
Line Holm Andersen, Jeppe Rafn, Cino Pertoldi, Simon Bahrndorff, Dan Bruhn

Reed beds can be managed for commercial or conservation purposes, with effects on its inhabitants. In this paper, we assess the effect of management on the reed bed Coleoptera community by investigating reed beds subject to winter cutting, winter harvest, short-term unmanaged (3 years), and long-term unmanaged (25 years). Using pit fall traps, we collected Coleoptera across a summer season to estimate Coleoptera biomass, abundance, size, richness, diversity, and community composition across the four types of management of reed beds. Cutting and harvest both show to increase Coleoptera biomass compared to unmanaged reed beds, with the highest Coleoptera abundance found in the harvested reed bed. The species richness and diversity, on the other hand, peaked in the long-term unmanaged reed bed. Community composition differed between the different management types, and across time. Species of conservation concern were most abundant in recently managed areas. These results have implications for the conservation of the reed bed Coleoptera community. First, to maintain a high Coleoptera diversity, some areas must be left unmanaged. Secondly, to secure habitats for species of conservation concern as well as boost the Coleoptera biomass, frequent management of other areas is advised. This mosaic management pattern will also create the overall most species rich reed bed, as unique Coleoptera communities were found in each management type.

可以出于商业或保护目的对芦苇床进行管理,从而对其居民产生影响。在本文中,我们通过调查冬季砍伐、冬季收割、短期无人管理(3 年)和长期无人管理(25 年)的芦苇床,评估了管理对芦苇床鞘翅目群落的影响。我们使用坑式秋季诱捕器收集了整个夏季的鞘翅目昆虫,以估算四种芦苇圃管理方式下鞘翅目昆虫的生物量、丰度、大小、丰富度、多样性和群落组成。与无人管理的芦苇滩相比,砍伐和收割都会增加鞘翅目昆虫的生物量,收割的芦苇滩中鞘翅目昆虫的丰度最高。另一方面,物种丰富度和多样性在长期无人管理的芦苇荡中达到顶峰。不同管理类型和不同时期的群落组成各不相同。受保护的物种在近期管理的区域最为丰富。这些结果对保护芦苇荡鞘翅目群落具有重要意义。首先,为了保持较高的鞘翅目昆虫多样性,必须保留一些不受管理的区域。其次,为了确保受保护物种的栖息地并增加鞘翅目昆虫的生物量,建议经常管理其他区域。这种马赛克管理模式也将创造出物种最丰富的芦苇床,因为在每种管理类型中都发现了独特的鞘翅目群落。
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引用次数: 0
Can transborder wetlands be long-term refugia for herpetofauna in Uganda? 跨境湿地能否成为乌干达爬行动物的长期栖息地?
IF 1.8 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-27 DOI: 10.1007/s11273-023-09974-9
Mathias Behangana, Sadic Waswa Babyesiza, Achilles Byaruhanga, Pearson McGovern, Daniele Dendi, Luca Luiselli

Wetlands are one of the world’s most threatened ecosystems, yet they provide outsized ecosystem services compared to their global surface area. Africa is experiencing a burgeoning human population, and though border areas receive short-term pulses in transient population growth, borders often create legal and logistical barriers to long-term settlement. This lack of long-term settlement may leave border ecosystems more intact than those in more interior areas. Reptiles and amphibians are considered indicator species and thus can be used to assess the health and resilience of their habitats. We sampled the herpetofauna of three transborder wetland systems in Uganda using time-constrained visual encounter surveys during diurnal and nocturnal activity hours. We then compared the communities of these wetlands using alpha and beta diversity indices and provide baseline population data on these communities. These data will allow for future investigations of the ability of transborder wetlands to act as long-term refugia for herpetofauna, even as human populations continue to increase. Border wetlands may be vital in conserving Africa’s herpetofauna.

湿地是世界上受威胁最严重的生态系统之一,但与湿地的全球面积相比,湿地提供的生态系统服务却远远超过其全球面积。非洲正经历着人口激增,虽然边境地区会出现短期的短暂人口增长,但边境往往会对长期定居造成法律和后勤障碍。这种缺乏长期定居的情况可能会使边境地区的生态系统比内陆地区的生态系统更加完好。爬行动物和两栖动物被认为是指示物种,因此可以用来评估其栖息地的健康状况和恢复能力。我们在乌干达的三个跨境湿地系统中对爬行动物进行了采样,在昼间和夜间活动时间进行了有时间限制的目测调查。然后,我们使用阿尔法和贝塔多样性指数对这些湿地的群落进行了比较,并提供了这些群落的基线种群数据。这些数据将有助于今后调查跨境湿地作为爬行动物长期避难所的能力,即使在人类数量不断增加的情况下也是如此。边境湿地可能对保护非洲的爬行动物至关重要。
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引用次数: 0
Variation in macrobenthic community of vegetated and unvegetated habitats in a macrotidal estuary of northern Brazilian Amazon coast 巴西亚马逊河沿岸北部大潮汐河口有植被和无植被生境大型底栖生物群落的变化
IF 1.8 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-23 DOI: 10.1007/s11273-023-09973-w
César França Braga, Thuareag Monteiro Trindade dos Santos, José Souto Rosa Filho, Colin Robert Beasley

Comparisons among vegetated and unvegetated intertidal habitats have led to the paradigm that benthic fauna are more abundant and diverse in the former. Mangroves and their associated saltmarshes are the dominant vegetation type in intertidal zones of the Ajuruteua Peninsula, northern Brazil, however until now, there no studies that investigate the benthic fauna among vegetated and unvegetated intertidal habitats. Therefore, the present study compares the macrobenthic fauna among red mangrove (Rhizophora mangle), saltmarsh (Spartina alterniflora) and adjacent unvegetated sediment (mangrove borders and saltmarsh borders) in the Furo Grande tidal channel in the Caeté estuary, northern Brazil. Overall, vegetated habitats have finer sediments, lower salinities and temperatures and higher organic matter and water content than unvegetated habitats. However, the macrofauna structure among the habitats did not fully correspond to this division, perhaps responding instead to differences among the four habitats in detrital production, tidal inundation frequency, leaf litter processing by crabs and rates of predation. Deposit feeding tubificid oligochaetes and capitellid polychaetes were particularly abundant in the mangrove and at mangrove borders probably due to greater availability of suitably processed detritus.

对有植被和无植被的潮间带生境进行比较后得出的结论是,前者的底栖动物更为丰富多样。红树林及其相关的盐沼是巴西北部阿朱鲁图亚半岛潮间带的主要植被类型,但到目前为止,还没有研究对有植被和无植被潮间带的底栖动物进行调查。因此,本研究比较了红树林(Rhizophora mangle)、盐沼(Spartina alterniflora)和邻近的无植被沉积物(红树林边界和盐沼边界)之间的大型底栖动物。总体而言,与无植被生境相比,有植被生境的沉积物更细,盐度和温度更低,有机质和含水量更高。然而,各栖息地的大型底栖生物结构并不完全符合这种划分,这可能与四个栖息地在碎屑生产、潮汐淹没频率、螃蟹对落叶的处理以及捕食率方面的差异有关。在红树林和红树林边界,沉积觅食的管状寡毛虫和帽状多毛类特别多,这可能是因为有更多经过适当加工的碎屑。
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引用次数: 0
Depression wetland formation by redox-driven iron and silica cycling 氧化还原驱动的铁和二氧化硅循环形成洼地湿地
IF 1.8 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-12 DOI: 10.1007/s11273-023-09968-7
Steven Ellery, William Ellery, Harilaos Tsikos, John Dunlevey

This paper investigates the origin and geomorphic evolution of Shadow Vlei, a depression wetland located approximately 30 km northwest of Gqeberha, South Africa. The wetland is on sandstone on the African Erosion Surface. The depression wetland has a rim of high-lying ground surrounding a central depression. Fluctuations between wet and dry periods create both highly reducing conditions in soils during wet phases in the depression, and highly oxidising conditions in the depression margin. Under reducing conditions, iron(III) oxides that are insoluble, are reduced to soluble iron(II), which is transported to and trapped in the margins of the depression under oxidising conditions when the water table declines and iron(II) is oxidised to iron(III). There is also a moderate flux of silica from the surface in the centre of the depression to the margins, which is suggested to be associated with maximum alkalinity associated with iron(III) reduction, and decreased alkalinity in the margins associated with iron(II) oxidation. However, the main flux of silica is from the surface in the centre of the depression to depth of greater than 1.5 m, again associated with variations in pH linked to iron-cycling. These reactions have thus caused a net volume loss in the centre of the depression, causing sagging, and a net volume gain at the margins of the depression, causing swelling. Wetland formation associated with alteration of landform morphology as a consequence of alternating redox conditions represents a novel mechanism that has not yet been described.

本文研究了位于南非盖伯哈西北约 30 公里处的洼地--Shadow Vlei 的起源和地貌演变。该湿地位于非洲侵蚀地表的砂岩上。洼地湿地的边缘是高地,周围是中央洼地。潮湿期和干燥期之间的波动在洼地的潮湿期为土壤创造了高度还原条件,而在洼地边缘则创造了高度氧化条件。在还原条件下,不溶于水的铁(III)氧化物被还原成可溶的铁(II),当地下水位下降时,铁(II)被氧化成铁(III)。此外,硅石也从洼地中心的地表向边缘地区适度流动,这可能与铁(III)还原引起的碱度最高以及铁(II)氧化引起的边缘地区碱度降低有关。不过,二氧化硅的主要流向是从凹陷中心的地表到深度超过 1.5 米的地方,这同样与铁循环引起的 pH 值变化有关。因此,这些反应导致洼地中心的净体积损失,造成下陷,而洼地边缘的净体积增加,造成膨胀。由于氧化还原条件的交替变化,湿地的形成与地貌形态的改变有关,这是一种尚未被描述过的新机制。
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引用次数: 0
Wetlands distribution in the agricultural-livestock core of the South American temperate pampas landscape. Approach from soil cartography 南美洲温带潘帕斯地貌农牧业核心区的湿地分布。土壤制图方法
IF 1.8 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-12 DOI: 10.1007/s11273-023-09972-x
Soledad María Nomdedeu, Joaquín Orzanco, Patricia Kandus

Expansion and intensification of agriculture are among the main factors of degradation and systematic loss of wetlands throughout the twentieth century. We analyze the potential occurrence of wetlands in the core area of the temperate Pampas region of South America, recognized for the quality of its pastures and the suitability of its soils for grain production. We mapped the spatial distribution of wetlands in the Province of Buenos Aires based on the analysis and classification of the local soil database at a scale of 1:50,000. Thus, 399 soil series were classified as hydric/non-hydric according to the scope of methods and criteria reviewed. Then we used this information to classify 2211 map units into five categories based on the percentage of hydric and non-hydric soil series: 1—hydric (100% hydric series); 2—predominantly hydric (66–99% hydric series); 3—partially hydric (33–65% hydric series); 4—predominantly non-hydric (1–32% hydric series); and 5—non-hydric (0% hydric series). We estimated wetlands cover about 35% of the province. Wetlands distribution is not uniform, we identified three main landscapes: terrestrial matrix with wetlands, mosaic of wetlands and non-wetlands, and mosaic dominated by wetland patches. Our results provide tools for land management in terms of strategies for a wise use of wetlands and their conservation. Our map shows high values of consistency with the occurrence of wetlands visually identified in high-resolution imagery (Google Earth platform). In such a highly agriculturized landscape, our results indicate a much larger wetland area compared to estimates made with optical remote sensing data classifications.

农业的扩张和集约化是整个二十世纪湿地退化和系统性丧失的主要因素之一。我们分析了南美洲温带潘帕斯地区核心区域可能存在的湿地,该地区因其优质牧场和适合谷物生产的土壤而闻名。我们根据当地土壤数据库的分析和分类,以 1:50,000 的比例绘制了布宜诺斯艾利斯省的湿地空间分布图。因此,根据审查的方法和标准范围,399 个土壤系列被划分为水生/非水生土壤。然后,我们根据这些信息将 2211 个地图单元按水性和非水性土壤系列的百分比分为五类:1-水系(100% 水系);2-主要水系(66-99% 水系);3-部分水系(33-65% 水系);4-主要非水系(1-32% 水系);5-非水系(0% 水系)。我们估计湿地约占全省面积的 35%。湿地的分布并不均匀,我们确定了三种主要景观:带有湿地的陆地基质、湿地与非湿地的镶嵌以及以湿地斑块为主的镶嵌。我们的研究结果为土地管理提供了合理利用湿地和保护湿地的策略工具。我们绘制的地图与高分辨率图像(谷歌地球平台)中目测到的湿地高度一致。在这样一个高度农业化的地貌中,我们的结果表明,与光学遥感数据分类的估计值相比,湿地面积要大得多。
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引用次数: 0
Using UAV multispectral photography to discriminate plant species in a seep wetland of the Fynbos Biome 利用无人飞行器多光谱摄影技术鉴别芬波斯生物群落渗漏湿地的植物物种
IF 1.8 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-06 DOI: 10.1007/s11273-023-09971-y
Kevin Musungu, Timothy Dube, Julian Smit, Moreblessings Shoko

Wetlands harbour a wide range of vital ecosystems. Hence, mapping wetlands is essential to conserving the ecosystems that depend on them. However, the physical nature of wetlands makes fieldwork difficult and potentially erroneous. This study used multispectral UAV aerial photography to map ten wetland plant species in the Fynbos Biome in the Steenbras Nature Reserve. We developed a methodology that used K-Nearest Neighbour (KNN), Support Vector Machine (SVM), and Random Forest (RF) machine learning algorithms to classify ten wetland plant species using the preselected bands and spectral indices. The study identified Normalized green red difference index (NGRDI), Red Green (RG) index, Green, Log Red Edge (LogRE), Normalized Difference Red-Edge (NDRE), Chlorophyll Index Red-Edge (CIRE), Green Ratio Vegetation Index (GRVI), Normalized Difference Water Index (NDWI), Green Normalized Difference Vegetation Index (GNDVI) and Red as pertinent bands and indices for classifying wetland plant species in the Proteaceae, Iridaceae, Restionaceae, Ericaceae, Asteraceae and Cyperaceae families. The classification had an overall accuracy of 87.4% and kappa accuracy of 0.85. Thus, the findings are pertinent to understanding the spectral characteristics of these endemic species. The study demonstrates the potential for UAV-based remote sensing of these endemic species.

湿地孕育着各种重要的生态系统。因此,绘制湿地地图对于保护依赖湿地的生态系统至关重要。然而,湿地的物理特性给实地工作带来了困难和潜在的错误。本研究利用多光谱无人机航空摄影绘制了 Steenbras 自然保护区 Fynbos 生物群落中的十种湿地植物。我们开发了一种方法,使用 K-Nearest Neighbour (KNN)、支持向量机 (SVM) 和随机森林 (RF) 机器学习算法,利用预选波段和光谱指数对十种湿地植物物种进行分类。研究确定了归一化绿红差异指数(NGRDI)、红绿(RG)指数、绿色、对数红边(LogRE)、归一化差异红边(NDRE)、叶绿素指数红边(CIRE)、绿比植被指数(GRVI)、将归一化水差异指数 (NDWI)、绿色归一化差异植被指数 (GNDVI) 和红色作为相关的波段和指数,用于对原生植物科、鸢尾科、蔷薇科、爱丽斯科、菊科和香柏科的湿地植物物种进行分类。分类的总体准确率为 87.4%,卡帕准确率为 0.85。因此,研究结果有助于了解这些特有物种的光谱特征。该研究证明了无人机遥感这些特有物种的潜力。
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引用次数: 0
Identifying conditions where reed canarygrass (Phalaris arundinacea) functions as a driver of forest loss in the Upper Mississippi River floodplain under different hydrological scenarios 确定在不同水文情景下芦苇草(Phalaris arundinacea)作为密西西比河上游洪泛平原森林丧失的驱动力的条件
IF 1.8 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-02 DOI: 10.1007/s11273-023-09969-6
Nathan R. De Jager, Jason J. Rohweder, Molly Van Appledorn, Enrika Hlavacek, Andy Meier

Most of the world’s river-floodplain ecosystems are simultaneously undergoing modifications to their hydrological regimes and experiencing species invasions, making it unclear whether invasive species are the main drivers of ecosystem change or simply responding to changes in the hydrological regime.

We simulated patterns of forest recruitment and succession in a 2500-ha portion of the Upper Mississippi River floodplain with and without removal of invasive Phalaris arundinacea and under two different future 100-year hydrological scenarios: a future maintaining the average flooding conditions of the past 40 years (random) and a future that projects an observed upward 40-year trend in flooding conditions forward (trending). By comparing scenarios that included Phalaris removal and ones that did not, we were able to identify the conditions where Phalaris was the main driver of forest loss vs. the conditions where hydrology was the main driver of forest loss. Areas where Phalaris was the main driver of forest loss had mean annual flood inundation durations that were similar to areas that did not lose forest cover (60–90 growing season days), while areas where flooding was the main driver of forest loss had longer mean inundation durations (102–124 growing season days). In comparison to the random hydrology scenario, the trending scenario produced a decrease in the area over which Phalaris was identified as the main driver of forest loss and an increase in the area over which flood inundation was identified as the main driver of forest loss. Thus, if the observed trends in flooding continue, our model projects an increase in the area over which eradicating Phalaris is unlikely to result in the maintenance of forest cover. We used the Resist-Accept-Direct (RAD) framework to discuss potential management options to resist changes and maintain forest cover where Phalaris is likely to be the main driver of forest loss and to accept or direct changes in areas where forest loss is likely driven by hydrological change.

世界上大多数河流洪泛平原生态系统都同时经历着水文系统的变化和物种入侵,因此尚不清楚入侵物种是生态系统变化的主要驱动力,还是仅仅是对水文系统变化的反应。我们模拟了密西西比河上游 2500 公顷洪泛平原的森林恢复和演替模式,其中包括清除和不清除入侵的 Phalaris arundinacea,以及两种不同的未来 100 年水文情景:一种是保持过去 40 年平均洪水条件的未来(随机情景),另一种是预测观察到的 40 年洪水条件上升趋势的未来(趋势情景)。通过比较包括法桐清除在内的情景和不包括法桐清除在内的情景,我们能够确定法桐是造成森林损失的主要因素的情况,以及水文是造成森林损失的主要因素的情况。在法桐是森林损失主要驱动因素的地区,年平均洪水淹没持续时间与未损失森林植被的地区相似(60-90 个生长季日),而在洪水是森林损失主要驱动因素的地区,年平均洪水淹没持续时间较长(102-124 个生长季日)。与随机水文情景相比,趋势情景导致法桐成为森林损失主要驱动因素的区域减少,而洪水淹没成为森林损失主要驱动因素的区域增加。因此,如果观察到的洪水趋势继续下去,我们的模型预测根除法桐不太可能导致森林覆盖率保持不变的面积会增加。我们使用 "抵制-接受-引导"(RAD)框架来讨论潜在的管理方案,在法桐可能是森林损失主要驱动因素的地区抵制变化并保持森林覆盖率,在森林损失可能由水文变化驱动的地区接受或引导变化。
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Wetlands Ecology and Management
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