Soil degradation

土壤退化
  • 文章类型: Journal Article
    土壤侵蚀和沉积物产量是一个全球性问题,日益导致土壤退化。尽管侵蚀分析需要获得侵蚀和沉积数据,由于缺乏沉积物监测站,以及收集沉积物测量数据的局限性,许多地区都需要使用实验模型。本研究旨在比较因子评分模型(FSM)和改良的西南太平洋机构间委员会(MPSIAC)模型,以估算马兹达兰盆地的侵蚀(Firoozkuh,伊朗)。为此,为两种型号都准备了所需的地图,并使用两个模型估算沉积率,以使用相应的最大误差(ME)和确定系数(R2)值比较其效率。结果表明,基于FSM模型考虑泥沙,所研究的集水区由沉积物产量高和非常高的区域组成,而MPSIAC模型确定了低区域,中等,和高沉积物产量。MPSIAC模型的R2值为0.62,ME值为2.24,可以更准确地估算研究区域的沉积物产量。使用MPSIAC模型,沉积物产量为6687.86吨/年或相当于2.64吨/公顷。
    Soil erosion and sediment yield is a global problem that increasingly contributes to soil degradation. Although erosion analysis requires the availability of erosion and sedimentation data, the lack of sediment monitoring stations and the resulting limitations in collecting sediment measurements have necessitated the use of experimental models in many areas. The present study aimed to compare Factorial Scoring Model (FSM) and Modified Pacific South-West Inter-Agency Committee (MPSIAC) model for estimating erosion in the Mazdaran Basin (Firoozkuh, Iran). For this purpose, the required maps were prepared for both models, and the sediment rate was estimated using the two models to compare their efficiency using the corresponding maximum error (ME) and coefficient of determination (R2) values. The results showed that considering sediment based on the FSM model, the studied catchment consisted of regions with a high and very high sediment yield, while the MPSIAC model identified regions with low, medium, and high sediment yield. With an R2 value of 0.62 and an ME value of 2.24, the MPSIAC model provided more accurate estimates of the sediment yield in the studied area. Using the MPSIAC model, sediment yield was 6687.86 tons per year or the equivalent of 2.64 tons/ha per year.
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  • 文章类型: Journal Article
    土壤侵蚀在世界许多地方都是一个令人担忧的问题,造成环境和社会影响。为了获得城市地区冲沟造成的棕地恢复指标,这项研究采用了欧洲棕地再生的量身定制的改进方法(TIMBRE),用于分析和分类受Bauru市沟壑影响的区域,巴西。TIMBRE方法有助于优先补救领域的决策及其在城市空间中的重新安置。受沟渠影响的地区清单是根据对GoogleEarth上提供的两个图像集(2004年和2020年)的分析编制的。对于棕地的分类,考虑了三类:第一类-本地业务发展潜力,第2类-吸引力和营销,和第3类-环境风险。这些结果证明了沟渠与城市扩张之间的相关性。2004年,该清单确定了该市城市周边的175个沟渠,影响面积超过64公顷。2020年,冲沟数量增加到189个,但由于一些大型冲沟的恢复,受影响面积减少到62公顷。拟议的方法将金塔·达贝拉·奥林达地区确定为所有三个分类中得分最高的地区。QuintadaBellaOlinda是具有本地业务发展潜力的地点,因为它是最吸引人的棕地,以及环境风险最高的地区。这个地区应该,因此,由公共管理层优先进行补救。总之,拟议的分析方法可以转移到其他领域,并在使用的标准上进行调整,因此,可以促进世界其他地方受沟渠影响的城市地区的管理。
    Soil erosion is a concern in many parts of the world, causing environmental and social impacts. Aiming at obtaining indicators of the recovery of brownfields created by gullies in urban areas, this study adapts the Tailored Improvement of Brownfield Regeneration in Europe (TIMBRE) for the analysis and classification of areas affected by gullies in the city of Bauru, Brazil. The TIMBRE methodology assists in the decision-making of priority areas for remediation and their reinsertion in urban spaces. The inventory of areas affected by gullies was compiled based on the analysis of two image sets (2004 and 2020) available on Google Earth. For the classification of brownfields, three classes were considered: Class 1 - local potential for business development, Class 2 - attractiveness and marketing, and Class 3 - environmental risks. These results demonstrate a correlation between gullies and urban expansion. The inventory identified 175 gullies in the municipality\'s urban perimeter in 2004, which affected an area of over 64 ha. In 2020, the number of gullies increased to 189, but the affected area decreased to 62 ha due to the recovery of some large gullies. The proposed methodology identified the area of Quinta da Bela Olinda as the one with the highest scores in all three classifications. Quinta da Bela Olinda is the location that has a local potential for business development, as it is the most attractive brownfield, as well as the area with the highest environmental risk. This area should, thus, be prioritized by public management for remediation. In conclusion, the proposed method of analysis can be transferred to other areas with adaptations in the criteria used and, therefore, may facilitate the management of urban areas affected by gullies in other places around the world.
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  • 文章类型: Journal Article
    土壤退化威胁着农业生产力和粮食供应,导致一些发展中地区的饥饿问题。为了应对这一挑战,我们开发了一种低成本的,高效,和长期稳定的土壤改良方法。我们选择了聚乙烯醇(PVA),一种安全且不可降解的市售聚合物,用作土壤粘合剂。我们将PVA溶液混合到土壤中,并进行干燥处理以增强PVA与土壤之间的结合,实现高度水稳定的土壤。这种PVA稳定的土壤表现出低的容重,高孔隙率,和高渗透性,使其成为种植的理想基质。在发芽试验中,与未处理的土壤相比,PVA稳定的土壤显示出更高的发芽率和生长速率。我们相信这种简单有效的土壤改良方法可以恢复退化的土壤,并有助于可持续农业。
    Soil degradation threatens agricultural productivity and food supply, leading to hunger issues in some developing regions. To address this challenge, we developed a low-cost, highly efficient, and long-term stable soil improvement method. We chose polyvinyl alcohol (PVA), a commercially available polymer that is safe and non-degradable, to serve as a soil adhesive. We mixed PVA solution into the soil and applied a drying treatment to enhance the bonding between PVA and the soil, achieving highly water-stable soil. This PVA-stabilized soil exhibits low bulk density, high porosity, and high permeability, making it an ideal substrate for planting. In a germination test, the PVA-stabilized soil revealed a higher germination rate and growth rate compared to those of the non-treated soil. We believe this simple and efficient soil improvement method can restore degraded soil and contribute to sustainable agriculture.
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  • 文章类型: Journal Article
    土壤荒漠化在全球干旱和半干旱气候中构成了严峻的生态挑战,由于基本微生物群落过程的破坏,导致土壤生产力下降。真菌,作为最重要的土壤微生物群落之一,在通过菌根关联增强植物对养分和水分的吸收中起着至关重要的作用。然而,过度放牧引起的荒漠化对真菌群落结构的影响,特别是在半干旱地区的卡廷加生物群落中,尚不清楚。在这项研究中,我们评估了总真菌群落和丛枝菌根真菌群落(AMF)的变化。自然植被(原生),2.排除放牧(20年)(恢复),and3.受过度放牧引起的退化(退化)情景的影响。我们的评价,在伊拉克旱季和雨季进行,Ceará,通过Illumina®平台利用内部转录间隔物(ITS)基因测序。我们的研究结果强调了AMF家族的重要作用。肾小球科(占总序列的71%)和Acaulosporaceae(占总序列的14%)是缓解旱地地区气候变化的潜在关键分类单元。此外,WeidentifiedtheorderPleosporales(jo35%ofthetotalsequences)andCapnodiales(jo21%ofthetotalsequences)asthemostexperiencedsoilfurgerycommunitiesintheCaatingabiome.将原生和恢复地区与退化地区进行比较时,总真菌群落的结构有所不同。来自本地和恢复地区的总真菌群落聚集在一起,这表明,在全球气候变化的挑战中,放牧排斥有可能改善土壤特性并恢复真菌群落结构。
    Soil desertification poses a critical ecological challenge in arid and semiarid climates worldwide, leading to decreased soil productivity due to the disruption of essential microbial community processes. Fungi, as one of the most important soil microbial communities, play a crucial role in enhancing nutrient and water uptake by plants through mycorrhizal associations. However, the impact of overgrazing-induced desertification on fungal community structure, particularly in the Caatinga biome of semiarid regions, remains unclear. In this study, we assessed the changes in both the total fungal community and the arbuscular mycorrhizal fungal community (AMF) across 1. Natural vegetation (native), 2. Grazing exclusion (20 years) (restored), and 3. affected by overgrazing-induced degradation (degraded) scenarios. Our assessment, conducted during both the dry and rainy seasons in Irauçuba, Ceará, utilized Internal Transcribed Spacer (ITS) gene sequencing via Illumina® platform. Our findings highlighted the significant roles of the AMF families Glomeraceae (∼71% of the total sequences) and Acaulosporaceae (∼14% of the total sequences) as potential key taxa in mitigating climate change within dryland areas. Moreover, we identified the orders Pleosporales (∼35% of the total sequences) and Capnodiales (∼21% of the total sequences) as the most abundant soil fungal communities in the Caatinga biome. The structure of the total fungal community differed when comparing native and restored areas to degraded areas. Total fungal communities from native and restored areas clustered together, suggesting that grazing exclusion has the potential to improve soil properties and recover fungal community structure amid global climate change challenges.
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  • 文章类型: Journal Article
    识别人为影响的影响需要实施生物指标,以量化自然陆地和水生生态系统对扰动和转化的敏感性和脆弱性。尽管巴西的法律法规承认生物指标在监测水质方面的价值,土壤条件的贬值尚未得到足够的重视。因此,我们的研究旨在评估牙齿动物(蜻蜓和豆娘)作为两栖生物指标的潜力,以反映牧场为主的景观中水生和陆地栖息地退化之间的相关性。我们评估了Odonata的生物指数与巴西大草原40条溪流中与人为改变的牧场相邻的保留河岸景观的保护状况之间的关系。我们的结果支持以下假设:Odonata物种组成可能是土壤和水完整性的替代指标,使它们成为有前途的哨兵,以检测环境退化并指导人类改变的景观中的保护策略。重要的是,虽然Zygoptera/Anisoptera物种比率是巴西森林中有用的生物指示工具,在这里开放的大草原上效果较差,因此需要一个替代索引。重要的是,虽然Zygoptera/Anisoptera物种比率是巴西森林中有用的生物指示工具,在这里开放的大草原上效果较差,因此需要一个替代索引。另一方面,我们的结果表明,蜻蜓生物指数是评估巴西大草原淡水栖息地的合适工具。我们还在环境完整性谱的两端确定了某些生物指示物种。
    Discerning the impact of anthropogenic impacts requires the implementation of bioindicators that quantify the susceptibilities and vulnerabilities of natural terrestrial and aquatic ecosystems to perturbation and transformation. Although legal regulations in Brazil recognize the value of bioindicators in monitoring water quality, the depreciation of soil conditions has yet to receive adequate attention. Thus, our study aimed to evaluate the potential of odonates (dragonflies and damselflies) as amphibiotic bioindicators to reflect the correlation between the degradation of aquatic and terrestrial habitats in pasture-dominated landscapes. We assessed the relationship between the biotic indices of Odonata and the conservation status of preserved riparian landscapes adjacent to anthropogenically altered pastures in 40 streams in the Brazilian savannah. Our results support the hypothesis that Odonata species composition may be a surrogate indicator for soil and water integrity, making them promising sentinels for detecting environmental degradation and guiding conservation strategies in human-altered landscapes. Importantly, while the Zygoptera/Anisoptera species ratio is a useful bioindicator tool in Brazilian forest, it is less effective in the open savannah here, and so an alternative index is required. Importantly, while the Zygoptera/Anisoptera species ratio is a useful bioindicator tool in Brazilian forest, it is less effective in the open savannah here, and so an alternative index is required. On the other hand, our results showed the Dragonfly Biotic Index to be a suitable tool for assessing freshwater habitats in Brazilian savannah. We also identified certain bioindicator species at both ends of the environment intactness spectrum.
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  • 文章类型: Journal Article
    劣质棉纤维,经常被忽视的低价值材料,构成棉花行业中边缘化的废物流。这项研究努力将这些纤维重新用于覆盖凝胶膜,特别探索它们在覆盖湿度控制的土壤层方面的功效。通过精心设计的一系列加工方法,通过在N中再生纤维素水凝胶成功制备了纤维素/甘油膜,N-二甲基乙酰胺/氯化锂溶液,然后在甘油/水溶液中进行塑化和热压。然后使用薄膜覆盖土壤床,持续时间长达252天,其次是土壤埋葬评估。尽管人们期望退化,薄膜在整个土壤覆盖期间保持结构完整性,但在土壤掩埋80天后经历了完全的生物降解,从而完成一个封闭的碳循环。有趣的是,抗拉强度和模量均未表现出减少,而是在土壤覆盖后增加,与预期相反,考虑到退化的通常作用。力学见解表明,甘油的去除有助于机械增强,虽然微生物活动主要分解了土壤覆盖中的无定形区域,并瞄准了土壤埋藏中的结晶部分,阐明了主要的生物降解机制。总之,这项研究提出,第一次,在封闭的碳循环中,将低品质的棉纤维向上循环为高价值的覆盖凝胶膜,用于农业实践。
    Low-quality cotton fibers, often overlooked as low-value materials, constitute a marginalized waste stream in the cotton industry. This study endeavored to repurpose these fibers into mulch gel films, specifically exploring their efficacy in covering moisture-controlled soil beds. Through a meticulously designed series of processing methods, cellulose/glycerol film was successfully fabricated by regenerating cellulose hydrogels in N,N-dimethylacetamide/lithium chloride solutions, followed by plasticization in glycerol/water solutions and hot pressing. The film was then employed to cover soil beds for a duration of up to 252 days, followed by soil burial assessments. Despite expectations of degradation, the film maintained structural integrity throughout the soil covering period but underwent complete biodegradation after 80 days of soil burial, thereby completing a closed carbon cycle. Intriguingly, both tensile strength and modulus exhibited no diminishment but instead increased after soil covering, contrary to expectations given the usual role of degradation. Mechanistic insights revealed that the removal of glycerol contributed to the mechanical enhancement, while microbial activity predominately decomposed the amorphous regions in soil covering and targeted the crystalline portions in soil burial, elucidating the main biodegradation mechanisms. In summary, this study presents, for the first time, the potential of upcycling low-quality cotton fibers into high-value mulch gel films for agricultural practices within a closed carbon cycle.
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  • 文章类型: Journal Article
    镍(Ni)是一种重要元素,但高浓度时可能会对植物产生毒性,这可能是由于土壤溶液的高可用性造成的。这项研究的目的是评估施用于高粱栽培的营养不良的红砖溶胶的Ni的来源和剂量对i)土壤中金属的有效性的影响;ii)对土壤的生物和生化特性的影响;iii)高粱植物中的吸收和分布;和iv)作物生产力。该实验是在完全随机的设计中进行的,具有两个镍源[硝酸镍(II),Ni(NO3)2和氧化镍(III),Ni2O3],三种剂量(35、70和140mgNikg-1土壤),加上没有Ni的控件,有3个重复。土壤中Ni的浓度,土壤微生物生物量(SMB),基础土壤呼吸(BSR),代谢商(qCO2),荧光素二乙酸酯(FDA)水解,并测定了脲酶活性。叶诊断和植物中Ni的浓度(芽,根,和谷物)也被测量。在土壤中,有效镍的浓度保持在0.21至54.01mgNikg-1之间。Ni2O3对有效Ni的增加贡献很小。SMB和FDA水解不受Ni源或Ni剂量的影响,但BSR和qCO2随Ni施用量显著增加,这表明土壤微生物面临压力。土壤脲酶活性受Ni剂量的影响,但不受Ni源的影响。Ni作为Ni(NO3)2的剂量下降了植物中金属的浓度,而Ni2O3增加了它。镍源不影响工厂的干批量生产,但是当Ni2O3是Ni的来源时,晶粒产量受到剂量依赖性的影响。
    Nickel (Ni) is an essential element, but it can be phytotoxic in high concentration, which may be caused by high availability in soil solution. The objective of this study was to evaluate the effect of sources and doses of Ni applied to a dystrophic Red Latosol cultivated with sorghum on i) the availability of the metal in the soil; ii) the impact on biological and biochemical properties of the soil; iii) the absorption and distribution in sorghum plants; and iv) crop productivity. The experiment was carried out within a completely randomized design with two nickel sources [nickel(II) nitrate, Ni(NO3)2 and nickel(III) oxide, Ni2O3], three doses (35, 70, and 140 mg Ni kg-1 soil), plus controls without Ni, with 3 replications. The concentrations of Ni in the soil, soil microbial biomass (SMB), basal soil respiration (BSR), metabolic quotient (qCO2), fluorescein diacetate (FDA) hydrolysis, and urease activity were determined. The concentrations of Ni in the leaf diagnostic and in the plant (shoot, root, and grains) were also measured. In the soil, the concentrations of available Ni remained between 0.21 and 54.01 mg Ni kg-1. Ni2O3 contributed very little to the increase in available Ni. SMB and the FDA hydrolysis were not affected by the Ni source or Ni dose, but BSR and qCO2 had significant increase with Ni application rates, suggesting the soil microorganisms faced stress. Soil urease activity was affected by Ni dose but not by Ni source. The dose of Ni as Ni(NO3)2 decreased the metal concentration in the plant, while that of Ni2O3 increased it. Nickel source did not affect dry mass production of the plants, but grain yield was affected in a dose-dependent manner when Ni2O3 was the source of Ni.
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  • 文章类型: Journal Article
    随着全球气候变化与人类不合理利用之间的相互作用,青藏高原的高山草甸遭受了不同程度的风化。通过了解草甸退化过程中土壤微生物区系的多样性,可以促进发现退化机制和恢复策略。因此,我们使用Illumina测序技术来研究土壤微生物多样性的模式,微生物群落组成,以及所有非降解(ND)中微生物变化的驱动因素,轻度降级(LD),中度降解(MD),青藏高原东南部的高山草甸和严重退化(SD)。我们的研究结果指出,随着退化的加剧,植被特征显著降低,所有退化草甸的土壤参数差异显著。土壤有机碳(SOC)含量,总氮(TN),有效磷(AN),土壤总磷(AK)随着降解的增加而减少。无论草甸降解水平如何,优势细菌门都是相同的,其中放线菌(37.67%)和变形菌(20.62%)具有最高的相对丰度。同时,优势真菌为子囊菌(49.9%)。基于线性判别分析(LDA)和效应大小(LEfSe)方法,在退化的高山草甸中发现了38种细菌和49种真菌,其中大部分属于放线菌和子囊菌,分别。Mantel试验分析表明,细菌群落主要依赖于地下生物量,pH值,土壤有机碳,和总氮,虽然真菌群落显著依赖于土壤有机碳,总氮,可用氮气,和可用的钾。这些结果表明,高寒草甸的退化有助于青藏高原微生物多样性和组成的变化。然而,这种影响主要取决于土壤因素。
    With the interaction between global climate change and unreasonable human utilization, the alpine meadows on the Qinghai-Tibet Plateau have suffered various weathering degrees. Uncovering the degradation mechanism and restoration strategies can be facilitated by gaining insights into the diversity of soil microflora during meadow degradation. Therefore, we used Illumina sequencing technology to investigate the patterns of soil microbial diversity, microbial community composition, and the driving factors of microbial change in all non-degraded (ND), lightly degraded (LD), moderately degraded (MD), and severely degraded (SD) alpine meadows in the southeastern Qinghai-Tibet Plateau. Our results pointed out that with the intensification of degradation, vegetation characteristics were significantly reduced, and soil parameters significantly varied among all degraded meadows. The contents of soil organic carbon (SOC), total nitrogen (TN), available phosphorus (AN), and total phosphorous (AK) in soils decreased with the increase of degradation. The dominant bacterial phyla were the same regardless of the meadow degradation level with Actinobacteria (37.67%) and Proteobacteria (20.62%) having the highest relative abundance. Meanwhile, the dominant fungi were Ascomycota (49.9%). Based on the linear discriminant analysis (LDA) and effect size (LEfSe) method, 38 bacterial and 49 fungal species were found to be affected in the degraded alpine meadow, most of which belonged to Actinobacteria and Ascomycota, respectively. Mantel test analysis illustrated that the bacterial community was mainly significantly dependent on below-ground biomass, pH, soil organic carbon, and total nitrogen, while the fungal community was significantly dependent on soil organic carbon, total nitrogen, available nitrogen, and available potassium. These results suggest that the degeneration of alpine meadows contributes to the variability of the diversity and composition of microflora on the Tibetan plateau. Yet this effect is mainly dependent on soil factors.
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  • 文章类型: Journal Article
    提高土壤有机碳(SOC)的农业实践显示出缓冲气候变化对牧草性能的负面影响的潜力。我们通过使五种饲料质量和抗旱/抗洪性不同的牧草品种在永久性(高SOC)或临时草地(低SOC)的沙质和沙质壤土中夏季降水方案(PR)的持久性增加来进行测试。相邻地块。在连续两个夏天的过程中,单文化中观每3天或每30天经历多雨/干旱天气交替,同时保持总降水量相等。PR持久性的增加会导致特定物种的干旱破坏和生产力下降。来自永久性草地的土壤,具有较高的SOC缓冲植物质量,但是SOC对干旱损害的缓冲作用,质地类别之间的养分利用率和产量不同。在更持久的公关中,高羊茅是生产力最高的物种,但在充足的供水和轻度土壤干旱下质量最低。在最严重的土壤干旱下,雌二醇FESTILO保持了最高的产量。黑麦草×boucheanumkunthMELCOMBI杂种生产力中等,而黑麦草品种在土壤干旱下的产量最低。但牧草品质最高(尤其是四倍体品种MELFORCE)。性能随植物成熟期和季节/年份的变化而变化,并且是由干旱和再湿润期间物种之间水和养分利用率以及相关氮营养的变化所驱动的。此外,虽然永久性草地土壤对植物性能表现出最一致的积极影响,在PR持久性增加的情况下,它们的可用水容量也有所下降。我们得出的结论是,历史上SOC升高的永久性草原土壤可能会缓冲夏季天气持久性增加对牧草性能的负面影响,但也可能对气候变化下的退化更敏感。
    Agricultural practices enhancing soil organic carbon (SOC) show potential to buffer negative effects of climate change on forage grass performance. We tested this by subjecting five forage grass varieties differing in fodder quality and drought/flooding resistance to increased persistence in summer precipitation regimes (PR) across sandy and sandy-loam soils from either permanent (high SOC) or temporary grasslands (low SOC) in adjacent parcels. Over the course of two consecutive summers, monoculture mesocosms were subjected to rainy/dry weather alternation either every 3 days or every 30 days, whilst keeping total precipitation equal. Increased PR persistence induced species-specific drought damage and productivity declines. Soils from permanent grasslands with elevated SOC buffered plant quality, but buffering effects of SOC on drought damage, nutrient availability and yield differed between texture classes. In the more persistent PR, Festuca arundinacea FERMINA was the most productive species but had the lowest quality under both ample water supply and mild soil drought, whilst under the most intense soil droughts, Festulolium FESTILO maintained the highest yields. The hybrid Lolium × boucheanum kunth MELCOMBI had intermediate productivity and both Lolium perenne varieties showed the lowest yields under soil drought, but the highest forage quality (especially the tetraploid variety MELFORCE). Performance varied with plant maturity stage and across seasons/years and was driven by altered water and nutrient availability and related nitrogen nutrition among species during drought and upon rewetting. Moreover, whilst permanent grassland soils showed the most consistent positive effects on plant performance, their available water capacity also declined under increased PR persistence. We conclude that permanent grassland soils with historically elevated SOC likely buffer negative effects of increasing summer weather persistence on forage grass performance, but may also be more sensitive to degradation under climate change.
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  • 文章类型: Journal Article
    识别土壤质量指数的空间变异性对于在流域尺度上管理土壤资源是必要的。本研究旨在使用各种土壤特性和建模方法确定流域尺度上土壤质量评估的合适指标。另一个目标是绘制克尔曼沙赫省卡拉苏流域代表性地区的土壤质量变化图,伊朗西部。拉丁超立方体抽样方法使用辅助变量,根据土地利用情况选择163个抽样点,土壤,和地形变化的面积约为5.7万公顷。在实地行动中,描述了土壤剖面,样品取自不同的土壤剖面。土壤特性,如质地,pH值,盐度,可用的水,当量碳酸钙,饱和度百分比,土壤有机碳,氮,可用磷,钾,Fe,Zn,Cu和Mn,和土壤团聚体稳定性(平均重量直径(MWD),几何平均直径(GMD),和稳定的骨料大于0.25毫米(WAS))在实验室测量。土壤质量指数(生产力指数(PI),使用测得的土壤性质计算每个点的土壤质量指数(SQI)和使用主成分分析(SQI-PCA)的降维土壤质量指数。使用随机森林和支持向量机方法以及辅助变量进行建模,模拟了土壤质量指标。结果表明,整个研究区的土壤特性和综合土壤质量指标的范围非常高。土壤有机碳百分比在约0.19至8.44%之间变化。研究区域PI的变化范围大于SQI和SQI-PCA指数。森林和牧场的所有土壤质量指数的数量均高于农田。与PI和SQI相比,SQI-PCA的空间估计精度高于其他土壤质量指数,并且与土地利用变化很好地融合。
    Identifying the spatial variability of soil quality indices is necessary to manage soil resources on a watershed scale. This study aimed to identify suitable indices for soil quality assessment at the watershed scale using various soil characteristics and modeling approaches. Another objective was to map soil quality variability in a representative area in the Qarasu watershed in Kermanshah province, west of Iran. Latin hypercube sampling method using the auxiliary variables used to select 163 sampling points based on land use, soil, and topographical variability in an area of about 57 thousand hectares. In the field operations, soil profiles were described, and samples were taken from different soil profile horizons. Soil properties such as texture, pH, salinity, available water, equivalent calcium carbonate, saturation percentage, soil organic carbon, nitrogen, available phosphorous, potassium, Fe, Zn, Cu and Mn, and soil aggregate stability (mean weight diameter (MWD), geometric mean diametric (GMD), and stable aggregates larger than 0.25 mm (WAS)) measured in the laboratory. Soil quality indices (productivity index (PI), soil quality index (SQI) and reduced dimension soil quality index using principal component analysis (SQI-PCA)) were calculated for each point using the measured soil properties. Soil quality indices were simulated using modeling with the random forest and support vector machine methods and auxiliary variables. Results showed that the range of soil characteristics and integrated soil quality indices was very high across the study area. Soil organic carbon percent varied from about 0.19 to 8.44%. The range of changes in PI in the study area was more than SQI and SQI-PCA indices. Quantities of all soil quality indices were higher in forest and rangeland than in agricultural lands. The spatial estimation accuracy of the SQI-PCA was higher than other soil quality indices and converged well with land use changes compared to PI and SQI.
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