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Enhancing soil particle content prediction accuracy: advanced hyperspectral analysis and machine learning models 提高土壤颗粒含量预测精度:先进的高光谱分析和机器学习模型
IF 3.6 3区 农林科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-25 DOI: 10.1007/s11368-024-03886-8
Xiao Wang, Jianli Ding, Lijing Han, Jiao Tan, Xiangyu Ge

Purpose

Prediction of soil particle content is essential for soil texture classification, soil management and agricultural production. This study aimed to achieve high-accuracy predictions of soil particle content in the Ogan-Kucha River Oasis using hyperspectral data and environmental variables.

Materials and methods

We collected 62 representative surface soil samples (depth: 0–10 cm), and conducting indoor soil particle content and spectral measurements. The relationship between environmental variables and soil particle content was analyzed using the Boruta algorithm, and seven three-band spectral indices (TBIs) were constructed using an optimal band algorithm. By integrating environmental covariates and TBIs, soil particle inversion models were developed using the extreme learning machine (ELM), backpropagation neural networks (BP), neural networks optimized with the sparrow search algorithm (SSA-BP), and neural networks optimized with the sparrow search algorithm enhanced by Sine chaos mapping (Sine-SSA-BP).

Results and discussion

The results demonstrated that (1) the Boruta algorithm identified key environmental covariates that affect specific soil particle components; (2) there was significant variation in the correlation between different TBIs and soil particle content, with absolute correlation coefficients ranging from 0.225 to 0.852; (3) the estimation models established by the four machine learning algorithms performed well in predicting soil particle content, particularly for silt (R2: 0.664–0.858, RMSE: 11.107–17.128) and clay (R2: 0.444–0.857, RMSE: 0.550–1.405), for which higher accuracy was achieved; and (4) compared with the traditional ELM (R2: 0.422–0.664), BP (R2: 0.487–0.673) and SSA-BP models (R2: 0.625–0.777), the Sine-SSA-BP model showed a significant improvement in prediction accuracy, with the highest R2 reaching 0.858.

Conclusion

Compared to the traditional ELM, BP and SSA-BP models, the Sine-SSA-BP model significantly excelled in predicting soil particle content, offering innovative insights and robust support for soil texture classification and management.

目的预测土壤颗粒含量对于土壤质地分类、土壤管理和农业生产至关重要。本研究旨在利用高光谱数据和环境变量对奥干-库车河绿洲的土壤颗粒含量进行高精度预测。材料与方法 我们采集了 62 个具有代表性的表层土壤样本(深度:0-10 厘米),并进行了室内土壤颗粒含量和光谱测量。使用 Boruta 算法分析了环境变量与土壤颗粒含量之间的关系,并使用最优波段算法构建了七个三波段光谱指数(TBI)。通过整合环境协变量和 TBI,利用极端学习机(ELM)、反向传播神经网络(BP)、利用麻雀搜索算法优化的神经网络(SSA-BP)以及利用正弦混沌映射增强的麻雀搜索算法优化的神经网络(Sine-SSA-BP)建立了土壤颗粒反演模型。结果与讨论结果表明:(1)Boruta 算法确定了影响特定土壤颗粒成分的关键环境协变量;(2)不同 TBI 与土壤颗粒含量之间的相关性存在显著差异,绝对相关系数从 0.225 到 0.852;(3)四种机器学习算法建立的估算模型在预测土壤颗粒含量方面表现良好,尤其是对淤泥(R2:0.664-0.858,RMSE:11.107-17.128)和粘土(R2:0.444-0.857,RMSE:0.550-1.405)的预测精度较高;(4)与传统的 ELM(R2:0.422-0.664)、BP(R2:0.487-0.结论与传统的 ELM、BP 和 SSA-BP 模型相比,Sine-SSA-BP 模型在预测土壤颗粒含量方面表现突出,为土壤质地分类和管理提供了创新见解和有力支持。
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引用次数: 0
Polylactic acid microplastics and polyhydroxyalkanoate microplastics affect cadmium mobility by regulating sediment geochemical properties 聚乳酸微塑料和聚羟基烷酸微塑料通过调节沉积物地球化学特性影响镉的迁移性
IF 3.6 3区 农林科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-24 DOI: 10.1007/s11368-024-03889-5
Wang Li, Hanwen Huangdeng, Xiaofei Zhao, Bo Zu, Jiawen Li

Purpose

Microplastics may affect the bioavailability of heavy metals in sediments primarily through direct adsorption. However, the potential of microplastics to alter the distribution of heavy metal chemical forms by interfering with the geochemical properties of sediments which may indirectly affect the bioavailability of heavy metals, has been overlooked. This study investigated the impact of two widely used biodegradable microplastics, polylactic acid (PLA) and polyhydroxyalkanoate (PHA), on the distribution of cadmium (Cd2+) in cadmium-contaminated sediments.

Methods

Varying concentrations and particle sizes of PLA and PHA were added to Cd-pre-contaminated sediment and incubated under simulated submersion conditions for 60 days. The distribution of Cd2+ fraction in the sediment was determined, and the influence of biodegradable microplastics on cadmium mobility, through the regulation of sediment geochemical properties, was assessed.

Results

Compared to the control group, the pH value and organic matter content of sediments treated with biodegradable microplastics significantly decreased, which in turn caused a transformation in the chemical form of cadmium. Higher concentrations and smaller particle sizes significantly promote a shift in cadmium components toward acid-soluble forms, thereby enhancing the mobility of cadmium in sediments, thereby amplifying its environmental toxicity.

Conclusion

These results emphasize the potential of biodegradable microplastics to indirectly affect the mobility of cadmium by regulating sediment geochemical properties.

目的 微塑料可能主要通过直接吸附作用影响沉积物中重金属的生物利用率。然而,微塑料可能会通过干扰沉积物的地球化学特性来改变重金属化学形态的分布,从而间接影响重金属的生物利用率,这一点却被忽视了。本研究调查了两种广泛使用的可生物降解微塑料--聚乳酸(PLA)和聚羟基烷酸(PHA)--对镉污染沉积物中镉(Cd2+)分布的影响。结果与对照组相比,用可生物降解的微塑料处理过的沉积物的 pH 值和有机物含量明显降低,从而导致镉的化学形态发生变化。较高的浓度和较小的粒径可明显促进镉成分向酸溶性形式转变,从而增强镉在沉积物中的流动性,进而扩大其环境毒性。
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引用次数: 0
Biocementation for desert sand against wind-induced erosion with different treatment processes 用不同的处理工艺对沙漠沙地进行生物固化,防止风引起的侵蚀
IF 3.6 3区 农林科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-21 DOI: 10.1007/s11368-024-03888-6
Yang Liu, Yaqing Gao, Bin Liu, Xinwen Cao, Jiawei Chen

Purpose

Wind-induced erosion is a serious problem that yields soil degradation and environmental pollution. Biocementation technologies have shown potential for sand fixation and wind erosion control in deserts and arid regions. The topic of this study is to investigate the effectiveness of biocementation against wind-induced erosion with different treatment processes.

Methods

Biocementation was achieved through soybean-urease induced calcium carbonate precipitation. Three different volumes of treatment solution were used to treat sand specimens by spraying, mixing and the combination methods in this study. The characteristics of sprayed and mixed crust were shown, and the properties of all the biotreated specimens including CaCO3 distribution, wind erosion rate, and penetration resistance were measured.

Results

The carbonate content in the soil increased with the amount of treatment solution. At the same dosage, the spraying method concentrated 1.0%-1.4% CaCO3 in the surface soil, while the mixing method generated 0.8% CaCO3 in a uniform spatial distribution. The top-concentrated CaCO3 resulted in a lower initial wind erosion rate of the sprayed specimen. The overall reinforcement of the soil by the mixing method produced higher penetration resistance and inhibited the development of wind erosion. The combination of the two methods increased penetration resistance to 200 N and reduced the wind erosion rate to almost 0 g·m−2·min−1.

Conclusion

The spraying and mixing methods induced different distribution patterns of CaCO3 precipitations in soil, leading to varying biocementation effectiveness. To resist severe and continuous wind-induced erosion, a combination of the two methods can be considered to improve the uniformity and strength of biocementation within a certain depth of the soil.

目的风蚀是一个严重的问题,会导致土壤退化和环境污染。生物固沙技术在沙漠和干旱地区的固沙和风蚀控制方面已显示出潜力。本研究的主题是调查不同处理工艺下生物固沙对风蚀的有效性。本研究使用了三种不同体积的处理液,分别以喷洒法、混合法和组合法处理砂试样。结果土壤中的碳酸盐含量随处理液用量的增加而增加。在相同剂量下,喷洒法在表层土壤中浓缩了 1.0%-1.4% 的 CaCO3,而混合法产生了 0.8% 的 CaCO3,且空间分布均匀。顶部浓缩的 CaCO3 使喷洒试样的初始风蚀率更低。混合法对土壤的整体加固产生了更高的抗渗透性,抑制了风蚀的发展。两种方法结合使用可将抗穿透力提高到 200 N,并将风蚀率降低到近 0 g-m-2-min-1。为抵御严重和持续的风蚀,可考虑将两种方法结合使用,以提高土壤一定深度内生物固结的均匀性和强度。
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引用次数: 0
A comparison of phytolith assemblages in surface soils along the 400-mm and 600-mm mean annual precipitation isohyets in Northeast China 中国东北地区年平均降水量 400 毫米等降水量线和 600 毫米等降水量线地表土壤中植物碎屑组合的比较
IF 3.6 3区 农林科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-21 DOI: 10.1007/s11368-024-03879-7
Hongyan Liu, Dongmei Jie, Lidan Liu, Guizai Gao, Dehui Li, Nannan Li

Purpose

A prerequisite for the successful application of phytoliths in paleoenvironmental reconstruction is the correct interpretation of their environmental significance. In this context, key questions include: What magnitude of temperature/precipitation change is required to effect significant changes in surface soil phytolith percentages? When temperature/precipitation increases by a certain amount, what is the corresponding response of the percentages and assemblages of surface soil phytoliths? Additional detailed research is required to answer these questions.

Materials and methods

We analyzed the phytoliths in 90 surface soil samples collected along the isohyets corresponding to the mean annual precipitation (MAP) of 400 mm (with the mean annual temperature (MAT) range of 3.24℃) and 600 mm (with the MAT range of 8.29℃) in Northeast China. Our objective was to determine the response of phytoliths to different temperature gradients. Soil phytoliths were extracted and identified using heavy liquid separation and microscope observations.

Results

The DA of the phytolith percentages enabled the separation of samples collected along the two isohyets, with a total accuracy of 94.44%. MAT was the principal factor affecting the spatial distribution of phytoliths, with an explanation rate of 46.40%. In the surface soil samples collected along the two isohyets, the percentages of ELONGATE, ACUTE BULBOSUS, and PTERIDOPHYTE-TYPE morphotypes, were significantly negatively correlated with MAT, while the percentages of SQUARE were significantly positively correlated with MAT. However, the relationship between PAPILLATE percentages and MAT varied, showing both positive and negative correlations. A temperature gradient of ~ 3℃ was insufficient to significantly affect the percentages of SADDLE, BULLIFORM FLABELLATE, and BILOBATE. The phytolith index (C/W) can be effectively used to reconstruct the palaeoclimate in Northeast China. An MAP change of 200 mm resulted in significant changes in the percentages of ELONGATE, SADDLE, BULLIFORM FLABELLATE, and TRACHEARY (with the respective rates of 39.57%, 780.77%, 179.00% and 81.25%). However, the percentages of ACUTE BULBOSUS, SQUARE, RONDEL, BILOBATE, CRENATE, PTERIDOPHYTE-TYPE, SILICIFIED STOMATA, and PAPILLATE did not change significantly.

Conclusions

Our results contribute to an improved understanding of the response of various phytolith morphotypes to temperature, and they provide a modern process basis for future phytolith-based paleoclimatic reconstruction in this region.

目的 在古环境重建中成功应用植物岩石的先决条件是正确解释其环境意义。在这方面,关键问题包括需要多大的温度/降水量变化才能使表层土壤植物岩石的百分比发生显著变化?当温度/降水量增加到一定程度时,表层土壤植化石的百分比和组合会有什么相应的反应?材料与方法 我们分析了在中国东北地区年平均降水量(MAP)为 400 毫米(年平均气温(MAT)范围为 3.24℃)和 600 毫米(年平均气温(MAT)范围为 8.29℃)的等降水量线上采集的 90 个表层土壤样品中的植金石。我们的目的是确定植金石对不同温度梯度的响应。采用重液分离法和显微镜观察法提取并鉴定了土壤中的植金石。结果植金石百分含量的DA值可将沿两个等温线采集的样品进行分离,总准确率为94.44%。MAT是影响植生石空间分布的主要因素,解释率为46.40%。在沿两个等距线采集的表层土壤样本中,ELONGATE、ACUTE BULBOSUS 和 PTERIDOPHYTE-TYPE 形态的百分比与 MAT 呈显著负相关,而 SQUARE 形态的百分比与 MAT 呈显著正相关。然而,藻类的百分比与 MAT 的关系各不相同,既有正相关,也有负相关。约 3℃的温度梯度不足以显著影响 SADDLE、BULLIFORM FLABELLATE 和 BILOBATE 的百分比。植被指数(C/W)可以有效地重建中国东北地区的古气候。MAP变化200 mm时,ELONGATE、SADDLE、BULLIFORM FLABELLATE和TRACHEARY的比例发生了显著变化(分别为39.57%、780.77%、179.00%和81.25%)。结论 我们的研究结果有助于更好地理解各种植物形态类型对温度的响应,并为该地区未来基于植物形态的古气候重建提供了现代过程基础。
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引用次数: 0
Stabilization of river dredged sediments by means of alkali activation technology 利用碱活化技术稳定河道疏浚沉积物
IF 3.6 3区 农林科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-21 DOI: 10.1007/s11368-024-03872-0
Karmen Fifer Bizjak, Lea Žibret, Mojca Božič, Boštjan Gregorc, Vilma Ducman

Purpose

Alkali activation process has been applied to fresh river clay-rich sediments in order to increase their mechanical properties and make them suitable for soil stabilization.

Materials and methods

Dredged sediments were mixed with up to 30 mass percent (ma%) of fly ash (FA) or ladle slag (LS) and after curing for 3 days at 60 °C, the bending and compressive strength have been determined. The mixtures which exhibited the highest strengths were further optimized for being used in soil stabilization. For this purpose, the sediment was stabilized with 4 ma% of quicklime (QL) and after 1 h 30 ma% of FA with alkali activator was added and cured for 1, 7 and 28 days.

Results

The stabilized sediment has a significantely better geomechanical performance in comparison with the sediment alone. Stabilizing the dredged sediment using alkali activation technology provides high enough strengths to eventually make it suitable for anti-flood embankments.

Conclusions

The results confirmed the suitability of the investigated technology for soil stabilization.

材料和方法将挖出的沉积物与高达 30 质量百分数(ma%)的粉煤灰(FA)或钢包炉渣(LS)混合,在 60 °C 下固化 3 天后,测定其抗弯强度和抗压强度。强度最高的混合物经进一步优化后可用于土壤稳定。为此,用 4 ma% 的生石灰(QL)稳定沉积物,1 小时后加入 30 ma% 的含碱活化剂的 FA,并固化 1、7 和 28 天。使用碱活化技术稳定疏浚沉积物可提供足够高的强度,最终使其适用于抗洪堤坝。
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引用次数: 0
Toxic potential of the soil from sites with mining waste in San Luis Potosí, Mexico 墨西哥圣路易斯波托西采矿废料场地土壤的毒性潜力
IF 3.6 3区 农林科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-20 DOI: 10.1007/s11368-024-03884-w
Romy Patricia Díaz-Pérez, Eleno Uriel Sanjuan-Meza, José de Jesús Mejía-Saavedra, César Arturo Ilizaliturri-Hernández, Israel Razo-Soto, Alejandra Abigail Berumen-Rodríguez, Guillermo Espinosa-Reyes

Purpose

The aim of this study was to evaluate the toxic potential of mining residues by 1) evaluating the concentrations of heavy metals and arsenic in soil and earthworm’s samples from impacted and reference sites in Charcas and Villa de la Paz, San Luis Potosí, México; and 2) evaluating effects by laboratory bioassays and the comet assay in the earthworm Eisenia andrei.

Methods

The quantification of metals in soils was carried out by the Thermo Scientific Niton XL3t Gold Serie 500 environmental analyzer for X-ray fluorescence (XRF), and in the earthworm tissue through ICP-MS. The evaluation of the genotoxic potential of soils was assessed through movility and exposure bioassays with earthworms, determining DNA damage using the comet assay at the end of the bioassays.

Results

In Charcas, the concentrations in soils of heavy metals from highest to lowest were: Pb > Cu > Mn > Cd (Impacted); and Mn > Pb (Reference). In Villa de la Paz, the concentrations were: As > Mn > Cu > Pb (Impacted) and Mn > Pb > As (Reference). The exposure pattern to heavy metals in earthworms in Charcas was: Pb > As (Impacted and Reference); and in Villa de la Paz it was: As > Mn > Pb > Cu > Cd (Impacted), y Pb > As (Reference). In both mining districts, the magnitude of DNA damage in earthworms was: Impacted > Reference > Control.

Conclusion

The results indicate that the impacted soils of both sites represent a significant source of exposure to edaphic organisms, with a notable genotoxic potential.

目的本研究旨在通过以下方法评估采矿残留物的毒性潜力:1)评估墨西哥圣路易斯波托西州查尔卡斯和 Villa de la Paz 受影响地区和参照地区的土壤和蚯蚓样本中重金属和砷的浓度;2)通过实验室生物测定和彗星试验评估对蚯蚓 Eisenia andrei 的影响。方法利用 Thermo Scientific Niton XL3t Gold Serie 500 环境分析仪的 X 射线荧光 (XRF) 对土壤中的金属进行定量,并利用 ICP-MS 对蚯蚓组织中的金属进行定量。对土壤遗传毒性潜力的评估是通过蚯蚓活动性和暴露生物测定进行的,在生物测定结束时使用彗星测定法确定 DNA 损伤情况:铅、铜、锰、镉(受影响)和锰、铅(参考)。在 Villa de la Paz,浓度分别为砷、锰、铜、铅(受影响)和锰、铅、砷(参考)。查尔卡斯的蚯蚓接触重金属的模式为Pb > As(受影响和参考);而在 Villa de la Paz 则是:As > Mn > As(受影响和参考):As > Mn > Pb > Cu > Cd(受影响),y Pb > As(参考)。在这两个矿区,蚯蚓的 DNA 损伤程度分别为结果表明,这两个矿区受影响的土壤是环境生物的重要暴露源,具有显著的遗传毒性潜力。
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引用次数: 0
Manure and its biochar affect activities and stoichiometry of soil extracellular enzymes in croplands 粪肥及其生物炭影响耕地中土壤胞外酶的活性和化学计量
IF 3.6 3区 农林科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-20 DOI: 10.1007/s11368-024-03887-7
Zhengfeng An, Cole D. Gross, Xinli Chen, Edward W. Bork, Cameron N. Carlyle, Scott X. Chang

Purpose

The influence of organic amendments on the interplay among soil extracellular enzyme activities (EEAs) and their stoichiometry (EES) and nutrient availabilities, key indicators of resource limitations for soil microbes, is poorly understood. This study aims to investigate how manure compost (hereafter “manure”) and its biochar derivative affect EEAs, EES and soil fertility.

Materials and methods

We studied EEAs (BG, β-glucosidase; CBH, cellobiohydrolase; LAP, Leucine aminopeptidase; NAG, β-1,4-N-acetylglucosaminidase and AP, acid phosphatase), EES and soil fertility two years post-application of manure and biochar in central Alberta, Canada.

Results and discussion

Applying manure and its biochar did not affect soil permanganate oxidable carbon (C), total phosphorus (P), and available P and nitroegn (N). Manure application increased NAG activity by 13.9% (75.9 nmol h−1 g−1 soil) relative to the control (66.6 nmol h−1 g−1 soil), whereas biochar application increased LAP activity by 22.1% (64.6 nmol h−1 g−1 soil) compared to the manure treatment (52.9 nmol h−1 g−1 soil), suggesting that manure addition caused microbial C limitation, while biochar addition led to microbial N limitation. However, both manure and biochar treatments did not affect soil NAG, CBH and AP, and enzymatic C:N, C:P, and N:P stoichiometry. Manure and biochar and their interactions with the soil ultimately affect soil physicochemical properties.

Conclusions

Manure and its biochar differentially altered some soil N-cycling EEAs and C and N limitations two years after their applications.

目的 人们对有机添加剂对土壤胞外酶活性(EEAs)及其化学计量(EES)和养分利用率(土壤微生物资源限制的关键指标)之间相互作用的影响知之甚少。本研究旨在探讨粪肥堆肥(以下简称 "粪肥")及其生物炭衍生物如何影响 EEAs、EES 和土壤肥力。材料与方法我们在加拿大阿尔伯塔省中部研究了施用粪肥和生物炭两年后的 EEAs(BG,β-葡萄糖苷酶;CBH,纤维生物水解酶;LAP,亮氨酸氨肽酶;NAG,β-1,4-N-乙酰氨基糖苷酶;AP,酸性磷酸酶)、EES 和土壤肥力。结果与讨论施用粪肥及其生物炭不会影响土壤中的高锰酸盐氧化碳(C)、总磷(P)、可利用磷和硝基氮(N)。与对照组(66.6 nmol h-1 g-1 土壤)相比,施用粪肥使 NAG 活性提高了 13.9% (75.9 nmol h-1 g-1 土壤),而与粪肥处理(52.9 nmol h-1 g-1 土壤)相比,施用生物炭使 LAP 活性提高了 22.1% (64.6 nmol h-1 g-1 土壤),这表明施用粪肥导致了微生物的 C 限制,而施用生物炭则导致了微生物的 N 限制。然而,粪肥和生物炭处理并不影响土壤中的 NAG、CBH 和 AP 以及酶促 C:N、C:P 和 N:P 的化学计量。粪肥和生物炭及其与土壤的相互作用最终会影响土壤理化性质。
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引用次数: 0
Quantifying pesticide-contaminated sediment sources in tropical coastal environments (Galion Bay, French West Indies) 量化热带沿海环境中受农药污染的沉积物来源(法属西印度群岛加利昂湾)
IF 3.6 3区 农林科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-15 DOI: 10.1007/s11368-024-03883-x
Rémi Bizeul, Olivier Cerdan, Lai Ting Pak, Laurence Le Callonec, Sylvain Huon, Pierre Sabatier, Olivier Evrard

Purpose

Over the last 60 years, intensification of soil cultivation led to an acceleration of soil erosion and sediment delivery to river systems. In Martinique, this acceleration has led to the remobilization of a toxic insecticide (i.e. chlordecone) used in the 1970s-1990s to control banana weevil. A previous study attributed this accelerated remobilization to the application of glyphosate in plantations from the 1990s onwards. To further unambiguously confirm this link, the identification of soil erosion sources supplied to coastal sediment is essential.

Methods

Accordingly, sediment fingerprinting tools were adapted and applied to a coastal sediment core collected in the Galion Bay. Potential source samples (n=37) were collected across the drainage area. Along with the coastal sediment core layers, these samples were analysed for potential tracing properties. The optimal suite of tracers was then selected and introduced into an un-mixing model to quantify their contributions to coastal sediment.

Results

Results showed that subsoil (i.e. soil layer (< 30) cm depth) and banana plantation soil surface supply the major sources of sediment (49-78% and 12-36%, respectively) to the Galion Bay and that their contributions increased since 2000, in line with chlordecone and glyphosate fluxes.

Conclusion

This evolution may be attributed to the higher sensitivity of banana plantations to erosion that may have been enhanced by the glyphosate application leaving the soil uncovered with vegetation and to the contamination of both topsoil and deep soil layers ((< 30) cm) layers with chlordecone due to its vertical transfer along the soil profile and its redistribution across hillslopes.

目的:在过去的 60 年里,土壤耕作的加剧导致土壤侵蚀和沉积物流入河流系统的速度加快。在马提尼克岛,20 世纪 70 年代至 90 年代用于控制香蕉象鼻虫的有毒杀虫剂(即十氯酮)被加速再流动。之前的一项研究认为,这种加速再流动的现象是由于从 20 世纪 90 年代开始在种植园中施用草甘膦造成的。为了进一步明确证实这种联系,必须确定沿海沉积物的土壤侵蚀源。方法据此,对沉积物指纹识别工具进行了调整,并将其应用于在加利翁湾采集的沿海沉积物岩芯。在整个排水区收集了潜在的源样本(n=37)。对这些样品和沿岸沉积物岩心层进行了潜在示踪特性分析。结果结果表明,底土(即深度为 30 厘米的土壤层)和香蕉种植园土壤表层是加利昂湾沉积物的主要来源(分别占 49-78% 和 12-36%),而且自 2000 年以来,它们的来源有所增加,这与十氯酮和草甘膦的通量是一致的。这种演变可能是由于香蕉种植园对侵蚀的敏感度较高,而草甘膦的施用可能加剧了这种敏感度,同时,由于十氯酮沿着土壤剖面垂直转移并在山坡上重新分布,表层土壤和深层土壤(30 厘米)都受到了十氯酮的污染。
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引用次数: 0
Post-dredging monitored natural recovery of surface sediments in an urban river 疏浚后监测到的城市河流表层沉积物自然恢复情况
IF 3.6 3区 农林科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-07 DOI: 10.1007/s11368-024-03878-8
Kristin Searcy Bell, Katrina Leigh, Rich Galloway, Victor S. Magar

Purpose

Verification monitoring was performed over five years following the sediment remediation of the Buffalo River Area of Concern (AOC), New York, USA. Monitoring results were compared with surface sediment cleanup goals to determine whether natural sedimentation allowed the AOC to achieve long-term remedial goals without the placement of cover material to manage dredge residuals.

Material and methods

Monitoring was conducted two years and five years following sediment remediation and included: 1) bathymetric surveys to understand sediment stability and deposition rates, and 2) the analysis of surface sediment samples for four primary chemicals of concern (COCs), including polyaromatic hydrocarbons (PAHs), polychlorinated biphenyls (PCBs), lead, and mercury, to compare surface sediment concentrations over time with site-specific sediment remedial goals.

Results and discussion

The monitoring results demonstrated the following: 1) sedimentation is occurring, 2) a stable depositional environment is present throughout the Buffalo River AOC, and 3) measurable reductions in sediment concentrations were observed for PAHs, PCBs, lead and mercury in the newly deposited sediment. By Year 5, surface sediment chemistry results generally achieved the remedial goals throughout the Buffalo River AOC.

Conclusion

Monitored natural recovery (MNR) was effective in physically isolating dredge residuals in the Buffalo River AOC, following sediment removal. This post-dredging MNR approach met the surface sediment remedial goals in most areas, resulted in a protective and cost-effective project by not requiring the placement of clean cover material in the dredge areas, and was an environmentally sustainable strategy by eliminating the need to collect, transport, and place millions of kilograms of clean quarried material in the river.

目的在对美国纽约布法罗河关注区 (AOC) 的沉积物进行修复后的五年内进行了验证监测。将监测结果与表层沉积物清理目标进行了比较,以确定自然沉积是否允许 AOC 在不使用覆盖材料管理疏浚残留物的情况下实现长期补救目标:1) 进行测深调查,以了解沉积物的稳定性和沉积速率;2) 分析表层沉积物样本中的四种主要相关化学物质 (COC),包括多芳烃 (PAH)、多氯联苯 (PCB)、铅和汞,以比较表层沉积物浓度随时间变化的情况和特定场地的沉积物修复目标:1) 正在发生沉积作用;2) 整个水牛城河 AOC 存在稳定的沉积环境;3) 在新沉积的沉积物中观察到多环芳烃、多氯联苯、铅和汞的沉积物浓度出现了可测量的降低。到第 5 年,表层沉积物化学结果总体上达到了整个布法罗河 AOC 的补救目标。结论监测自然恢复 (MNR) 在沉积物清除后有效地物理隔离了布法罗河 AOC 中的疏浚残留物。这种疏浚后监测自然恢复方法在大多数地区都达到了表层沉积物补救目标,由于不需要在疏浚区域放置清洁的覆盖材料,因此是一个具有保护性和成本效益的项目,并且由于无需收集、运输和在河道中放置数百万公斤的清洁采石材料,因此是一种环境可持续发展战略。
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引用次数: 0
Agitation dredging of silt and fine sand with Water Injection Dredging, Tiamat and Underwater Plough: a case study in the Port of Rotterdam 利用注水疏浚、Tiamat 和水下犁搅拌疏浚淤泥和细沙:鹿特丹港案例研究
IF 3.6 3区 农林科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-07 DOI: 10.1007/s11368-024-03877-9
Sterre Neumann, Alex Kirichek, Andre van Hassent

Purpose

Agitation dredging has gained popularity as an environmentally friendly and cost-effective method for port maintenance. One of the advantages of agitation dredging is the ability to transport sediments out of the port area using natural currents. The effect of the different agitation methods on sediment and water properties has rarely been investigated in a single pilot project. This research aims to study the effects of agitation methods in silt and sand-dominated areas that are frequently maintained.

Methods

The effects of water injection dredging, (WID) underwater ploughing (UWP) and Tiamat on sediment properties are investigated in the Port of Rotterdam. In-situ measurements and laboratory measurements are carried out to determine changes in the bed level, the particle size distribution of the bed, the turbidity in the water column and the dispersion distance of the sediment plume due to agitation dredging.

Results

The results of the in-situ monitoring of the agitation pilots allow a comparison of the changes in sediment and water properties before, during and after agitation dredging. The production, advantages and limitations of the tested agitation dredging methods are discussed.

Conclusion

The in-situ measurements show that WID, Tiamat and UWP can be successfully used for the agitation of sediments and their removal from the silt and sand-dominated areas. The production of the tested agitation methods is higher for silty than sandy sediments. In general, the selection of the agitation equipment can be made based on environmental regulations, sediment properties and hydrodynamic conditions.

目的搅拌疏浚作为一种既环保又具有成本效益的港口维护方法,越来越受到人们的欢迎。搅拌疏浚法的优势之一是能够利用自然水流将沉积物运出港区。不同的搅拌方法对沉积物和水特性的影响很少在一个试点项目中进行调查。本研究旨在研究经常维护的以淤泥和沙子为主的区域中搅拌方法的影响。方法在鹿特丹港调查了注水疏浚(WID)、水下犁耕(UWP)和 Tiamat 对沉积物性质的影响。通过现场测量和实验室测量,确定了搅拌疏浚导致的床面高度、床面粒度分布、水体浊度和沉积物羽流扩散距离的变化。现场测量结果表明,WID、Tiamat 和 UWP 可成功用于搅拌沉积物,并将其从淤泥和沙子为主的区域中清除。与沙质沉积物相比,测试的搅拌方法对淤泥的产量更高。一般来说,可根据环境法规、沉积物特性和水动力条件来选择搅拌设备。
{"title":"Agitation dredging of silt and fine sand with Water Injection Dredging, Tiamat and Underwater Plough: a case study in the Port of Rotterdam","authors":"Sterre Neumann, Alex Kirichek, Andre van Hassent","doi":"10.1007/s11368-024-03877-9","DOIUrl":"https://doi.org/10.1007/s11368-024-03877-9","url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Purpose</h3><p>Agitation dredging has gained popularity as an environmentally friendly and cost-effective method for port maintenance. One of the advantages of agitation dredging is the ability to transport sediments out of the port area using natural currents. The effect of the different agitation methods on sediment and water properties has rarely been investigated in a single pilot project. This research aims to study the effects of agitation methods in silt and sand-dominated areas that are frequently maintained.</p><h3 data-test=\"abstract-sub-heading\">Methods</h3><p>The effects of water injection dredging, (WID) underwater ploughing (UWP) and Tiamat on sediment properties are investigated in the Port of Rotterdam. In-situ measurements and laboratory measurements are carried out to determine changes in the bed level, the particle size distribution of the bed, the turbidity in the water column and the dispersion distance of the sediment plume due to agitation dredging.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>The results of the in-situ monitoring of the agitation pilots allow a comparison of the changes in sediment and water properties before, during and after agitation dredging. The production, advantages and limitations of the tested agitation dredging methods are discussed.</p><h3 data-test=\"abstract-sub-heading\">Conclusion</h3><p>The in-situ measurements show that WID, Tiamat and UWP can be successfully used for the agitation of sediments and their removal from the silt and sand-dominated areas. The production of the tested agitation methods is higher for silty than sandy sediments. In general, the selection of the agitation equipment can be made based on environmental regulations, sediment properties and hydrodynamic conditions.</p>","PeriodicalId":17139,"journal":{"name":"Journal of Soils and Sediments","volume":"8 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Soils and Sediments
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