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Effects of land use changes on soil organic matter content and speciation in volcanic soils of southern Chile 土地利用变化对智利南部火山土有机质含量和物种形成的影响
IF 5.7 1区 农林科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-01-16 DOI: 10.1016/j.catena.2026.109802
Belén Caurapan , Franz Zehetner , Susana R. Valle
This study examined how land-use changes impact soil organic carbon (SOC) content and chemical speciation in four volcanic soils (Andisols and Ultisols) in southern Chile. Fixed depth (FD) and equivalent soil mass (ESM) approaches were used to analyze SOC stocks under different land uses, including native forest, cropland, grassland, and exotic tree plantations. Attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy provided insights into the soil organic matter (SOM) composition by highlighting changes in key bands associated with organic compounds. Methodological analyses showed that although both FD and ESM methods produced similar average SOC values, the ESM approach may better capture SOC variations in soils with different densities. SOC contents and stocks significantly decreased in croplands, particularly in Typic Hapludult and Acrudoxic Duraquand, most likely due to intensive management practices that promote SOM decomposition. Native forests and grasslands demonstrated higher SOC stocks and maintained complex organic inputs. These results underscore the need for soil-specific management practices to sustain SOC levels, particularly in older volcanic soils like Ultisols, which have a lower capacity to stabilize organic carbon and are more vulnerable to SOC losses under intensive land use. This research demonstrated that the ESM approach enhances the accuracy of SOC stock estimates in volcanic soils with contrasting densities. FTIR analyses effectively revealed changes in SOM composition related to land-use change. Applying both methods together improves the detection of biogeochemical changes and should be prioritized when assessing SOC vulnerability and guiding conservation strategies in volcanic soils.
本研究考察了土地利用变化对智利南部四种火山土(andiols和Ultisols)土壤有机碳(SOC)含量和化学形态的影响。采用固定深度(FD)和等效土壤质量(ESM)方法分析了不同土地利用方式下的土壤有机碳储量,包括天然林、农田、草地和外来人工林。衰减全反射傅里叶变换红外光谱(ATR-FTIR)通过突出与有机化合物相关的关键波段的变化,为土壤有机质(SOM)组成提供了深入了解。方法学分析表明,虽然FD方法和ESM方法得到的平均有机碳值相似,但ESM方法可以更好地捕捉不同密度土壤的有机碳变化。土壤有机碳含量和储量显著下降,特别是典型单普勒多和酸性杜拉多,这很可能是由于集约化管理措施促进了SOM的分解。原生林和草地具有较高的有机碳储量,维持着复杂的有机投入。这些结果强调了土壤特定管理实践的必要性,以维持有机碳水平,特别是在像Ultisols这样的老火山土壤中,它们稳定有机碳的能力较低,在集约化土地利用下更容易受到有机碳损失。结果表明,ESM方法提高了不同密度火山土有机碳储量估算的准确性。FTIR分析有效揭示了土壤有机质组成与土地利用变化的关系。两种方法的联合应用提高了对生物地球化学变化的检测,在评估火山土壤有机碳脆弱性和指导保护策略时应优先考虑这两种方法。
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引用次数: 0
The carbon dynamic and driving mechanisms of peatland in the Changbaishan volcanic field of China 长白山火山区泥炭地碳动态及驱动机制
IF 5.7 1区 农林科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-01-15 DOI: 10.1016/j.catena.2026.109825
Mingming Zhang , Wenkai Liu , Li Wang , Frank M. Chambers
The Changbaishan volcanic field ranks as one of China's largest active volcanic fields. Numerous peatlands developed in this area, serving as crucial carbon sink within the country. In this well-known volcanic field, climatic changes and volcanic eruptions are likely to have exerted a notable impact on the carbon accumulation processes of peatlands. That said, the specific carbon dynamics in these peatlands and the possible driving mechanisms remain insufficiently understood. To address these unresolved questions, this study chose the Dongfanghongnan peatland as research subject. Findings from the investigations indicate that this particular peatland began to store carbon during the Late Holocene epoch. From 4344 to 1000 cal. yr BP, temperature and precipitation functioned as major factors that regulating carbon dynamics of the Dongfanghongnan peatland. Nevertheless, since 1000 cal. yr BP up to now, tephra deposition has been the major affecting factor for the carbon dynamics of peatlands. Furthermore, two distinct types of high-efficiency carbon sequestration patterns can be distinguished in the Dongfanghongnan peatland. The first pattern is named the climate-nutrient type. In an environment with increased rainfall and intense solar radiation, higher temperature may boost the productivity of Carex. At the same time, moist conditions are beneficial for the conservation of peat, which in turn helps trap carbon. In addition, nutrient phosphorus was transported into peatland with a phosphorus accumulation rate (PAR) of 0.058 g P m−2 yr−1, raising the net primary productivity of plants growing in the peatland. These combined effects led to a high-efficiency apparent carbon accumulation rate (aCAR), reaching 21.88 g C m−2 yr−1. The second pattern is referred to as the tephra fertilization type. Tephra released a large amount of phosphorus (with a PAR of 0.071 g P m−2 yr−1). Abundant phosphorus supply promoted the net primary productivity of both Carex and mosses. This promotion eventually resulted in a high-efficiency aCAR, which was measured at 24.90 g C m−2 yr−1. These findings deepen understanding of the relationship between climate variations, volcanic activities, and carbon sequestration of peatlands. They also establish important basis for making forecasts about the future carbon dynamics of peatlands in Northeast Asia.
长白山火山田是中国最大的活火山田之一。该地区开发了许多泥炭地,成为该国至关重要的碳汇。在这个众所周知的火山区,气候变化和火山喷发可能对泥炭地的碳积累过程产生了显著影响。也就是说,这些泥炭地的具体碳动态和可能的驱动机制仍然没有得到充分的了解。为了解决这些尚未解决的问题,本研究选择东方红南泥炭地作为研究对象。调查结果表明,这片特殊的泥炭地在全新世晚期开始储存碳。4344 ~ 1000 cal. yr BP期间,温度和降水是东方红南泥炭地碳动态的主要调节因子。然而,自1000 cal. yr BP至今,泥炭沉积一直是泥炭地碳动态的主要影响因素。此外,东方红南泥炭地还存在两种不同类型的高效固碳模式。第一种模式被称为气候-营养型。在降雨增加和太阳辐射强烈的环境下,较高的温度可能会提高苔草的生产力。与此同时,潮湿的环境有利于泥炭的保存,从而有助于捕获碳。此外,营养磷以0.058 g P m−2 yr−1的磷积累速率(PAR)进入泥炭地,提高了泥炭地植物的净初级生产力。这些综合作用导致高效率的表观碳积累速率(aCAR)达到21.88 g C m−2 yr−1。第二种模式被称为花药受精类型。Tephra释放出大量的磷(PAR为0.071 g P m−2 yr−1)。丰富的磷供应促进了苔类和苔类植物的净初级生产力。这种促进最终产生了高效率的aCAR,其测量值为24.90 g C m−2 yr−1。这些发现加深了对气候变化、火山活动和泥炭地碳固存之间关系的理解。为预测东北亚泥炭地未来碳动态提供了重要依据。
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引用次数: 0
Effects of fire severity on soil organic matter: a multi-isotope (C, N, H, O) comparison of wildfires and experimental burns 火灾严重程度对土壤有机质的影响:野火和实验烧伤的多同位素(C, N, H, O)比较
IF 5.7 1区 农林科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-01-15 DOI: 10.1016/j.catena.2026.109817
Layla M. San-Emeterio , Nicasio T. Jiménez-Morillo , José A. Vega , Cristina Fernández , Teresa Fontúrbel , Gonzalo Almendros , José.A. González-Pérez
Fire severity is key in shaping soil organic matter (SOM) composition, affecting biogeochemical cycles and post-fire recovery. However, accurately assessing fire severity is highly challenging, requiring the implementation of soil burn severity (SBS) indexes. This study employs a multi-isotope and elemental approach (C, N, H, O) to assess fire-induced changes in SOM quantity and quality across soil burn severity (SBS) levels in 0–2 cm mineral soil samples from wildfires and controlled experimental burns on intact soil monoliths in pine forests of Galicia (NW Spain). Results indicate that total organic carbon (TOC) and nitrogen (TN) decreased with increasing burn severity, with TOC losses reaching up to 90% in the most severe burns. Stable isotope analyses revealed divergent fractionation patterns: carbon isotope (δ13C) depletion in wildfire-affected soils suggested preferential combustion of lignin-derived compounds, whereas experimental burns exhibited slight δ13C enrichment due to the removal of thermolabile organic fractions. Similarly, nitrogen isotope (δ15N) values increased with burn severity, which may be linked to the alteration soil microbial community and selective nitrogen volatilization. Hydrogen (δ2H) and oxygen (δ18O) isotopes showed distinct evaporative and oxidative fractionation trends, with experimental fires displaying stronger δ2H enrichment due to more controlled combustion conditions. These findings highlight the utility of elemental and stable isotope analysis in distinguishing between fire types and assessing fire impacts on SOM. These results confirm the suitability of this system of visual indicators for assessing changes in the quality of organic matter in a simple way after a fire.
火灾严重程度是影响土壤有机质组成、生物地球化学循环和火灾后恢复的关键因素。然而,准确评估火灾严重程度极具挑战性,需要实施土壤烧伤严重程度(SBS)指数。本研究采用多同位素和元素方法(C, N, H, O)来评估火灾引起的SOM数量和质量在土壤烧伤严重程度(SBS)水平上的变化,这些土壤烧伤严重程度(SBS)水平来自加利西亚(西班牙西北部)松林中野火和受控实验烧伤的0-2 cm矿物土壤样品。结果表明,随着烧伤严重程度的增加,总有机碳(TOC)和总氮(TN)减少,在最严重的烧伤中TOC损失高达90%。稳定同位素分析揭示了不同的分馏模式:受野火影响的土壤中的碳同位素(δ13C)耗损表明木质素衍生化合物优先燃烧,而实验燃烧由于去除了耐热性有机组分而表现出轻微的δ13C富集。氮同位素(δ15N)值也随烧伤程度的增加而增加,这可能与土壤微生物群落的改变和氮的选择性挥发有关。氢(δ2H)和氧(δ18O)同位素表现出明显的蒸发和氧化分馏趋势,实验火表现出更强的δ2H富集,因为燃烧条件更受控。这些发现强调了元素和稳定同位素分析在区分火灾类型和评估火灾对SOM的影响方面的效用。这些结果证实了该视觉指标系统在火灾后有机物质量变化评估中的适用性。
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引用次数: 0
Hydrological alterations induced lakeward expansion of wetland vegetation in Dongting Lake, China's second-largest lake 水文变化导致中国第二大湖泊洞庭湖湿地植被向湖泊扩展
IF 5.7 1区 农林科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-01-14 DOI: 10.1016/j.catena.2026.109821
Jiangjie Yang , Zhijun Dai , Xuefei Mei , Fangyuan Bu , Yizhuang Liu
Dongting Lake (DTL), one of China's largest freshwater lakes and a critical wetland ecosystem, has shrunk rapidly due to both natural and human factors. This study presents one of the longest continuous analyses of wetland vegetation dynamics from 1989 to 2023 by combining long-term hydrological data with high-resolution remote sensing imagery, explicitly examining the impacts of hydrological alterations before and after the construction of the Three Gorges Dam (TGD). Results revealed that the vegetation area of DTL increased at a rate of 5.08 km2/yr, with regional rates of 1.88 km2/yr (East), 2.54 km2/yr (South), and 1.46 km2/yr (West), advancing lakeward at average rates of 27.56 ± 27.03 m/yr (East), 13.74 ± 14.45 m/yr (South), and 22.45 ± 20.67 m/yr (West), corresponding with water retreat and a downward shift of vegetation zones. Hydrological alterations caused by the TGD, including lower water levels (∼0.6 m) and longer dry seasons (35 days), strongly shaped wetland vegetation dynamics, with East DTL mainly responding to water level decline and South and West DTL being more sensitive to dry season duration. Sediment input supported vegetation expansion, and vegetation-sediment feedback accelerated wetland evolution by trapping sediments and raising floodplain elevation. Local reclamation and sand mining resulted in a substantial wetland loss of 117.7 km2. This study provides a comprehensive understanding of the coupled effects of hydrological drivers and ecological feedback on wetland evolution, offering critical insights for the sustainable management and restoration of lake ecosystems.
洞庭湖是中国最大的淡水湖之一,也是重要的湿地生态系统,由于自然和人为因素的影响,洞庭湖正在迅速萎缩。本研究结合长期水文资料和高分辨率遥感影像,对1989 - 2023年湿地植被动态进行了最长时间的连续分析,明确考察了三峡大坝建设前后水文变化的影响。结果表明:DTL植被面积以5.08 km2/yr的速率增加,区域速率分别为1.88 km2/yr(东)、2.54 km2/yr(南)和1.46 km2/yr(西),向湖推进的平均速率分别为27.56±27.03 m/yr(东)、13.74±14.45 m/yr(南)和22.45±20.67 m/yr(西),与水体退缩和植被带向下移动相对应。三峡库区水位降低(~ 0.6 m)、旱季延长(35 d)等水文变化对湿地植被动态的影响较大,东部旱季区主要响应水位下降,而南部和西部旱季区对旱季持续时间更为敏感。泥沙输入支持植被扩张,植被-泥沙反馈通过截流泥沙和提高河漫滩高程加速湿地演化。当地的填海和采砂造成了117.7平方公里的湿地损失。该研究全面揭示了水文驱动因素和生态反馈对湿地演变的耦合作用,为湖泊生态系统的可持续管理和恢复提供了重要见解。
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引用次数: 0
Discrepancies in microbial nitrogen cycling among diverse karst hydrological systems: enhanced nitrate reduction potential in karst conduits 不同岩溶水文系统中微生物氮循环的差异:岩溶管道中硝酸盐还原潜力的增强
IF 5.7 1区 农林科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-01-14 DOI: 10.1016/j.catena.2026.109795
Danni Zhu , Yi Li , Lihua Niu , Changsong Zhou , Lianjie Fan , Haiping Lu , Li Lin
Karst groundwater, a critical global drinking water source, exhibits heightened vulnerability to nitrate (NO3) contamination due to rapid hydraulic connectivity and redox fluctuations. Microbial nitrogen (N) cycling influenced by hydrological conditions is crucial to accurately identify the NO3 fate in karst aquifers. However, how karst hydrological conditions affect microbial N-cycling and NO3 turnover remains unclear. Herein, NO3 sources, transformation, and underlying microbial mechanisms of N-cycling were investigated by coupling hydrochemistry, stable isotopes, and microbial sequencing in two karst conduit systems (velocity: 54 and 37 m h−1) and a matrix aquifer (velocity: 0.8 m h−1). Hydrochemistry and stable isotope signatures indicated broader sources of NO3-N in conduit systems than in the matrix aquifer, yet conduit groundwater possessed lower NO3 concentrations, suggesting active nitrate attenuation. The microbes and functional genes of N-cycling revealed that NO3 reduction potentials involved in dissimilatory nitrate reduction, assimilatory nitrate reduction, and denitrification were significantly enhanced in conduit systems compared to the matrix aquifer. Additionally, conduit systems exhibited stronger community cohesion and a higher proportion of deterministic processes than the matrix aquifer. Generalized linear models further confirmed that community coalescence and assembly synergistically drive the enrichment of nitrate-reducing taxa in conduit systems. Partial least squares path modeling finally identified ORP, DIC, turbidity, and velocity as key hydrological drivers shaping N-cycling functions via community coalescence and assembly. These results link karst hydrodynamics to NO3 attenuation via microbially mediated ecological mechanisms, providing insights for NO3 pollution mitigation in karst aquifers.
岩溶地下水是全球重要的饮用水源,由于快速的水力连通性和氧化还原波动,其对硝酸盐(NO3−)污染的脆弱性增加。受水文条件影响的微生物氮循环是准确识别岩溶含水层NO3−命运的关键。然而,喀斯特水文条件如何影响微生物n循环和NO3−周转尚不清楚。本文通过耦合水化学、稳定同位素和微生物测序,研究了两个岩溶管道系统(流速为54和37 m h−1)和基质含水层(流速为0.8 m h−1)中NO3−的来源、转化和n循环的潜在微生物机制。水化学和稳定同位素特征表明,管道系统中NO3−-N的来源比基质含水层更广泛,但管道地下水的NO3−浓度较低,表明硝酸盐的活性衰减。氮循环的微生物和功能基因表明,与基质含水层相比,管道系统中参与异化硝酸盐还原、同化硝酸盐还原和反硝化的NO3−还原电位显著增强。此外,管道系统比基质含水层表现出更强的群落凝聚力和更高比例的确定性过程。广义线性模型进一步证实了群落聚合和组装协同驱动管道系统中硝酸盐还原类群的富集。偏最小二乘路径模型最终确定ORP、DIC、浊度和流速是通过群落聚合和组装形成n循环函数的关键水文驱动因素。这些结果通过微生物介导的生态机制将岩溶水动力学与NO3−衰减联系起来,为岩溶含水层的NO3−污染缓解提供了见解。
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引用次数: 0
Impacts of increasing extreme climate events on Muz Taw glacier, Central Asia 日益增多的极端气候事件对中亚木兹陶冰川的影响
IF 5.7 1区 农林科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-01-13 DOI: 10.1016/j.catena.2026.109823
Puyu Wang , Fengchen Yu , Fanglong Wang , Puchen Chen , Hongliang Li , Ming Zhang
The increasing frequency of extreme climate events has drawn widespread attention, particularly regarding their impacts on glacier ablation. As the only glacier in the Sawir Mountains with long-term monitoring, the Muz Taw Glacier provides continuous records and serves as an important reference for glaciers in the regions of high latitude and low altitude. Using RClimDex model combination with measurements, ERA5-Land reanalysis, and multi-source remote sensing data, this study analyzed the evolution of extreme climate events in this typical glacier area from 2000 to 2024. Over the past 25 years, all extreme temperature indices show rapid warming in the glacier area, accompanied by differences in temporal pattern, with nighttime warming faster than daytime, and warming magnitude during the non-ablation period exceeding that during the ablation period. Except for R1Xday and R5Xday, extreme precipitation indices showed increasing duration and cumulative intensity, with greater intensity during the ablation period. The stronger correlation between extreme temperature indices and glacier albedo with mass balance suggests that rising extreme warm events and declining albedo contribute to the accelerated glacier mass loss. Particularly in 2024, the Muz Taw Glacier experienced the highest temperature and the greatest amount of mass loss ever recorded.
极端气候事件频率的增加引起了广泛关注,特别是对冰川消融的影响。木兹陶冰川是萨维尔山区唯一被长期监测的冰川,提供了连续的记录,是高纬度低海拔地区冰川的重要参考。利用RClimDex模型结合实测数据、ERA5-Land再分析和多源遥感数据,分析了2000 - 2024年典型冰川区极端气候事件的演变。近25 a来,各极端温度指数均表现出冰川区快速升温的特征,且在时间格局上存在差异,夜间升温快于白天,非消融期升温幅度大于消融期。除R1Xday和R5Xday外,极端降水指数持续时间和累积强度均呈增加趋势,消融期降水强度更大。极端温度指数与冰川反照率与物质平衡之间的相关性较强,表明极端温暖事件的增加和反照率的下降是冰川物质损失加速的原因。特别是在2024年,Muz Taw冰川经历了有史以来最高的温度和最大的质量损失。
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引用次数: 0
Impact of plateau pika burrows on soil water infiltration: Insights from controlled experiments and numerical simulation 高原鼠兔洞对土壤水分入渗的影响:来自对照实验和数值模拟的见解
IF 5.7 1区 农林科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-01-13 DOI: 10.1016/j.catena.2026.109816
Zhijie Cai , Xiujie Wu , Zhongyuan Xu , Weini Hu , Longwei Hao , Zongxu Liu , Jiani Li
High density plateau pika activity in Qinghai-Tibet Plateau reforms soil properties and affects hydrological processes. However, studies focusing on the ecohydrology of pika burrows are sparse. This study, based on field investigations, applies sandbox experiments to investigate the effects of plateau pika burrows on preferential flow. Numerical simulations are conducted using COMSOL to explore the influence of various burrow structural parameters on water infiltration, including burrow diameter, depth, bottom length, and the separated burrow entrance and bottom section. Additionally, the impact of different burrow densities on water infiltration is analyzed.
The results showed that both the experiments and the model confirmed the occurrence of preferential flow in rodent burrows under varying rainfall intensity conditions. In the experiments, the soil water content at the same location was being up to 16.2% higher compared to non-burrow. Moreover, the bottom drainage of the burrow sandbox occurred first, and the total drainage volume was 8.6 times that of the non-burrow. Simulations demonstrate that burrow depth is the most significant factor among structural parameters of burrow. A 150% increase in depth led to a 62.67% increase in infiltration flux. Burrow diameter ranks second, while the burrow bottom length has the least effect. And the contribution of the burrow bottom alone to promoting water infiltration is very limited. Furthermore, excessive burrow density led to overly localized infiltration, weakening the overall enhancement. The findings enhance our understanding of rodent burrows on soil water movement and hydrological cycles, providing valuable scientific support for ecohydrology and water resource assessment.
青藏高原高密度高原鼠兔活动改变了土壤性质,影响了水文过程。然而,对鼠兔洞穴生态水文的研究较少。本研究在野外调查的基础上,采用沙盒实验研究高原鼠兔洞穴对优先流的影响。利用COMSOL软件进行了数值模拟,探讨了不同穴道结构参数对水入渗的影响,包括穴道直径、深度、底部长度以及分离的穴道入口和底部断面。此外,还分析了不同钻孔密度对水分入渗的影响。结果表明,实验和模型都证实了在不同降雨强度条件下啮齿动物洞穴中存在优先流动。在实验中,同一位置的土壤含水量比非穴居土壤含水量高16.2%。其中,有洞沙箱底部排水最先发生,总排水量是非有洞沙箱的8.6倍。仿真结果表明,掘进深度是掘进结构参数中最重要的因素。深度增加150%,入渗通量增加62.67%。洞穴直径排名第二,洞穴底部长度影响最小。而单靠洞底对促进水分入渗的贡献是非常有限的。此外,过大的洞密度导致入渗过于局部化,削弱了整体增强效果。这一发现加深了我们对啮齿动物洞穴对土壤水分运动和水循环的认识,为生态水文和水资源评价提供了有价值的科学依据。
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引用次数: 0
Valley agriculture in the middle reaches of the Yarlung Zangbo River was buffered against the drought event during the last millennium 雅鲁藏布江中游河谷农业在过去一千年的干旱事件中得到缓冲
IF 5.7 1区 农林科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-01-13 DOI: 10.1016/j.catena.2026.109800
Weiyu Cao , Fang Tian , Zixin Liu , Meijiao Chen , Xianyong Cao
Knowledge of the long-term land-use history and human-environment interaction processes in broad valleys is essential for the harmonious development of the Tibetan Plateau. In this study, we analyzed high-resolution multi-proxy records derived from Ruba Lake in the middle reaches of the Yarlung Zangbo River, including pollen, grain-size, End-member modelling, total organic carbon, total nitrogen, black carbon (BC), and δ13C of black carbon (δ13CBC), to reconstruct the valley agriculture history and its environmental background over the last 2600 years. There is possible evidence that agriculture was practiced in the Ruba Basin since ca. 2000 cal yr BP, while it flourished after ca. 500 cal yr BP, as represented by increases in the pollen abundance and frequency of cereal Poaceae. Increased Artemisia and Nitraria indicate a regional aridification trend on the southern Tibetan Plateau, while elevated BC concentrations and enriched δ13CBC values reflect intensified human activities. The increase in coarse-grained sediments further suggests enhanced soil erosion under these conditions. Our results confirm that regional drought at ca. 500 cal yr BP (middle Ming Dynasty) did not apparently affect the valley agriculture directly because of advanced cultivation technology and the relatively plentiful water resources.
了解青藏高原广阔河谷的长期土地利用历史和人-环境相互作用过程对青藏高原的和谐发展至关重要。本文利用雅鲁藏布江中游鲁巴湖的花粉、粒度、端元模拟、总有机碳、总氮、黑碳(BC)和黑碳δ13C (δ13CBC)等高分辨率多代记录,重建了流域2600年来的农业历史及其环境背景。有可能的证据表明,鲁巴盆地的农业活动始于约2000 cal yr BP,而在约500 cal yr BP之后,农业活动蓬勃发展,表现为禾本科植物花粉丰度和频率的增加。青藏高原南部蒿属和白刺属的增加反映了区域干旱化趋势,而BC浓度的升高和δ13CBC值的富集反映了人类活动的加剧。粗粒沉积物的增加进一步表明在这些条件下土壤侵蚀加剧。研究结果表明,约500 calyr BP(明代中期)的区域干旱对流域农业的直接影响并不明显,这主要是由于流域耕作技术先进,水资源相对丰富。
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引用次数: 0
Strategies for predictive digital soil mapping by geophysical, remote sensing and machine learning approaches 基于地球物理、遥感和机器学习方法的预测性数字土壤制图策略
IF 5.7 1区 农林科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-01-12 DOI: 10.1016/j.catena.2026.109822
Gustavo Vieira Veloso , Danilo César de Mello , Lucas Vieira Silva , Elpídio Inácio Fernandes-Filho , Jorge Tadeu Fim Rosas , Fellipe Alcantara de Oliveira Mello , José João Lelis Leal de Souza , Márcio Rocha Francelino , Sara Ramos dos Santos , Francis Henrique Tenório Firmino , Nícolas Augusto Rosin , Gabriel Pimenta Barbosa de Sousa , Tiago Osório Ferreira , Arnaldo Barros e Souza , José A.M. Demattê
<div><div>Pedology, the study of pedogenesis, includes soil classification and mapping. Digital soil mapping (DSM) has evolved from traditional methods to creating comprehensive spatial soil information systems. This advancement is achieved by integrating field and laboratory data with environmental covariates and incorporating new geotechnologies such as geophysical techniques and remote sensing data, alongside machine learning approaches. This integration in DSM provides novel insights into soil survey and mapping, offering detailed information on soil variability both vertically and laterally. It also raises new research questions that traditional pedology may not have addressed. In this study, we proposed and compared three strategies for DSM in Brazil, creating predictive pedological mapping. These strategies integrate data from three geophysical sensors, remote sensing data, relief, and lithology as input in a machine learning approach testing five algorithms. The four proposed strategies were: <em>i)</em> the combined use of geophysical variables and remote sensing data (G + RS + DEM); <em>ii)</em> the use of remote sensing data only (RS + DEM); <em>iii)</em> the use of geophysical variables only (G + DEM) and; iv) relief data (DEM). Lithology and relief were used as common input data in the predictive pedological mapping modeling process for all four strategies. We conducted a statistical analysis to evaluate the models' performance employing the Kruskal-Walli's test, the F1-score, Kappa, Accuracy, Sensitivity, and Specificity. Additionally, the best strategy was chosen based on the Kruskal-Walli's test and Overall Agreement and Disagreement statistical validation method, utilizing the reference map generated by an expert pedologist. Results revealed that the Random Forest algorithm presented the best performance for modeling predictive pedological mapping in all proposed strategies. Among the predictor variables, the Synthetic Soil Image (a synthetic multi-temporal soil image created by selecting and integrating bare soil observations from satellite data to capture key soil properties for mapping and analysis), relief, and geophysical data had the most significant contributions. While variables associated with remote sensing displayed stronger correlations with surface pedological attributes, geophysical variables demonstrated stronger associations with subsurface pedological attributes and diagnostic horizons. The most effective strategies for predictive digital pedological mapping were the G + RS, while the least effective was DEM. The individual performances of G and RS were comparable. The final predictive digital pedological map had a strong correlation with the traditional one, considering the Agreement/Disagreement validation method. The most significant prediction errors occurred in the transitional zones between pedological and lithological classes. Within the predicted classes, the most substantial errors were observed in class
土壤学是研究土壤形成的学科,包括土壤分类和制图。数字土壤制图(DSM)已经从传统的方法发展到创建综合的空间土壤信息系统。这一进步是通过将现场和实验室数据与环境协变量相结合,并结合新的地球物理技术和遥感数据,以及机器学习方法来实现的。这种与DSM的整合为土壤调查和制图提供了新的见解,提供了垂直和横向土壤变异的详细信息。它还提出了传统教育学可能没有解决的新研究问题。在这项研究中,我们提出并比较了巴西DSM的三种策略,创建了预测性土壤学制图。这些策略整合了来自三种地球物理传感器、遥感数据、地形和岩性的数据,作为机器学习方法测试五种算法的输入。提出的四种策略是:i)结合使用地球物理变量和遥感数据(G + RS + DEM);ii)仅使用遥感数据(RS + DEM);iii)仅使用地球物理变量(G + DEM);iv)地形数据(DEM)。在所有四种策略的预测土壤学填图建模过程中,岩性和地形被用作共同的输入数据。我们采用Kruskal-Walli检验、f1评分、Kappa、准确性、敏感性和特异性对模型的性能进行了统计分析。此外,根据Kruskal-Walli测试和总体一致性和不一致性统计验证方法,利用专家土壤学家生成的参考地图选择最佳策略。结果表明,随机森林算法在预测土壤学制图方面的建模效果最好。在预测变量中,合成土壤图像(通过从卫星数据中选择和整合裸土观测数据来捕获关键土壤属性以进行制图和分析而生成的合成多时相土壤图像)、地形和地球物理数据的贡献最大。遥感相关变量与地表土壤学属性的相关性较强,而地球物理变量与地下土壤学属性和诊断层位的相关性较强。预测数字土壤学制图最有效的策略是G + RS,而最不有效的策略是DEM。G和RS的个人表现具有可比性。考虑到协议/分歧验证方法,最终预测的数字土壤学图与传统的土壤学图有很强的相关性。最显著的预测误差发生在土壤学和岩性之间的过渡带。在预测的类别中,在具有相似形态属性(如纹理、颜色和含氧矿物学)的类别中观察到最大的错误。
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引用次数: 0
The influence of soil physico-chemical properties and land uses on organic carbon stocks in contrasting Mediterranean pedosystems 土壤理化性质和土地利用方式对地中海不同土壤系统有机碳储量的影响
IF 5.7 1区 农林科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-01-12 DOI: 10.1016/j.catena.2025.109746
Antonio Ganga , Ludmila Ribeiro Roder , Iraê Amaral Guerrini , Rafael Barroca Silva , Emmanuele Farris , Alfredo Maccioni , Gian Franco Capra
Soil plays a pivotal role in the processes and behavior of the global carbon cycle, with soil organic carbon stocks (SOCs) representing the largest terrestrial carbon (C) pool. Mediterranean areas are among the world's biodiversity hotspots for conservation priorities. The island of Sardinia (southern Italy), due to the rare convergence of environmental and historical land use factors, is characterized by extremely peculiar soil conditions. This study investigated SOCs and their behavior in two contrasting Mediterranean pedosystems: Cambisols developed on granite (the most common pedosystem) vs Luvisols on limestone (one of the rarest), featuring different land covers with a gradient varying from agricultural (vineyard at different ages) to more natural areas (remnants of natural potential vegetation cover). Several soil physico-chemical features were assessed. An ANOVA was conducted to determine significant differences (p < 0.05) between and among investigated horizons and land uses. The variability and complex multiple relationships were analyzed by factor (FA) and principal component analysis (PCA). Results revealed that areas with natural or near-natural features exhibited significantly higher SOCs compared to more intensively managed and human-influenced land covers. Interestingly, the two investigated pedosystems, originating from diverse substrates and thus contributing to different soil formation processes, are characterized by significantly different SOC amounts and behaviors. Overall, soil features have a greater influence on SOCs than usually expected and previously reported. Consequently, this study suggests that SOC investigations, if not conducted in conjunction with a thorough soil analysis, may lead to inaccurate or misleading outcomes and subsequent conclusions.
土壤在全球碳循环过程和行为中起着关键作用,土壤有机碳储量(soc)是最大的陆地碳库。地中海地区是世界上生物多样性保护的热点地区之一。撒丁岛(意大利南部),由于罕见的环境和历史土地利用因素的融合,具有极其特殊的土壤条件。本研究调查了两种截然不同的地中海土壤系统中的SOCs及其行为:在花岗岩(最常见的土壤系统)上发育的cambisol与石灰岩(最稀有的土壤系统之一)上发育的luvisol,具有不同的土地覆盖,从农业(不同年龄的葡萄园)到更自然的地区(自然潜在植被覆盖的残余)的梯度不同。评估了几种土壤物理化学特征。采用方差分析(ANOVA)确定被调查层位和土地利用之间的显著差异(p < 0.05)。采用因子分析(FA)和主成分分析(PCA)对变异率和复多元关系进行分析。结果显示,具有自然或接近自然特征的地区的土壤有机碳含量明显高于管理更为密集和受人类影响的土地覆盖。有趣的是,这两种土壤系统源自不同的基质,因此对不同的土壤形成过程有不同的贡献,其特征是有机碳含量和行为显著不同。总体而言,土壤特征对soc的影响比通常预期和先前报道的要大。因此,本研究表明,如果不结合彻底的土壤分析进行有机碳调查,可能会导致不准确或误导性的结果和随后的结论。
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