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Soil organic carbon stocks did not change after 130 years of afforestation on a former Swiss Alpine pasture 瑞士阿尔卑斯牧场经过130年的植树造林后,土壤有机碳储量没有发生变化
IF 6.8 2区 农林科学
Soil Pub Date : 2023-12-07 DOI: 10.5194/soil-9-609-2023
Tatjana C. Speckert, Jeannine Suremann, Konstantin Gavazov, Maria J. Santos, Frank Hagedorn, Guido L. B. Wiesenberg
{"title":"Soil organic carbon stocks did not change after 130 years of afforestation on a former Swiss Alpine pasture","authors":"Tatjana C. Speckert, Jeannine Suremann, Konstantin Gavazov, Maria J. Santos, Frank Hagedorn, Guido L. B. Wiesenberg","doi":"10.5194/soil-9-609-2023","DOIUrl":"https://doi.org/10.5194/soil-9-609-2023","url":null,"abstract":"Abstract. Soil organic matter (SOM) plays an important role in the global carbon cycle, especially in alpine ecosystems. However, ongoing forest expansion in high-elevation systems potentially alters SOM storage through changes in organic matter (OM) inputs and microclimate. In this study, we investigated the effects of an Picea abies L. afforestation chrono-sequence (0 to 130 years) of a former subalpine pasture in Switzerland on soil organic carbon (SOC) stocks and SOM dynamics. We found that SOC stocks remained constant throughout the chrono-sequence, with comparable SOC stocks in the mineral soils after afforestation and previous pasture (SOC forest40 = 11.6 ± 1.1 kg m−2, SOC forest130 = 11.0 ± 0.3 kg m−2 and SOC pasture = 11.5 ± 0.5 kg m−2). However, including the additional carbon of the organic horizons in the forest, reaching up to 1.7 kg m−2 in the 55-year old forest, resulted in an increase in the overall SOC stocks following afforestation. We found that the soil C:N ratio in the mineral soil increased in the topsoil (0–5 cm) with increasing forest stand age, from 11.9 ± 1.3 in the pasture to 14.3 ± 1.8 in the 130-year old forest. In turn, we observed a decrease in the soil C:N ratio with increasing depth in all forest stand ages. This suggests that litter-derived organic matter (C:N from 35.1 ± 1.9 to 42.4 ± 10.8) is likely to be incorporated and translocated from the organic horizon to the mineral topsoil (0–10 cm) of the profiles. Due to the high root C:N ratio (pasture 63.5 ± 2.8 and forests between 54.7 ± 3.9 and 61.2 ± 2.9), particulate root-derived organic matter seems to have a rather small effect on forest soil C:N ratios, as well as on SOC accumulation in the mineral soil. These results suggest that, although afforestation does not change the SOC stock in the mineral soil, there is an apparent alteration in the SOM dynamics through changes in the litter composition caused by the vegetation shift. We conclude that, at our study site, spruce afforestation on a former subalpine pasture does not change the total SOC stock and that, consequently, there is no additional SOC sequestration on a decadal to centennial scale.","PeriodicalId":48610,"journal":{"name":"Soil","volume":null,"pages":null},"PeriodicalIF":6.8,"publicationDate":"2023-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138544699","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Straw return with diverse nitrogen fertilizer application rates modulate ecosystem services and microbial traits in a meadow soil 不同氮肥施用量下秸秆还田对草甸土壤生态系统服务和微生物性状的影响
IF 6.8 2区 农林科学
Soil Pub Date : 2023-12-06 DOI: 10.5194/egusphere-2023-2498
Yan Duan, Minghui Cao, Wenling Zhong, Yuming Wang, Zheng Ni, Mengxia Zhang, Jiangye Li, Yumei Li, Xianghai Meng, Lifang Wu
{"title":"Straw return with diverse nitrogen fertilizer application rates modulate ecosystem services and microbial traits in a meadow soil","authors":"Yan Duan, Minghui Cao, Wenling Zhong, Yuming Wang, Zheng Ni, Mengxia Zhang, Jiangye Li, Yumei Li, Xianghai Meng, Lifang Wu","doi":"10.5194/egusphere-2023-2498","DOIUrl":"https://doi.org/10.5194/egusphere-2023-2498","url":null,"abstract":"<strong>Abstract.</strong> Nitrogen (N) fertilization has received worldwide attention due to its benefits to soil fertility and productivity, but excess N application also causes an array of ecosystem dis-services, such as greenhouse gas emissions. Generally, soil microorganisms are considered to be involved in upholding a variety of ecosystem services and dis-services. However, the linkages between soil ecosystem services and microbial traits under different N fertilizer application rates remain uncertain. To address this, a 4-year in situ field experiment was conducted in a meadow soil on the Northeast China Plain after straw return with the following treatments combined with regular phosphorus (P) and potassium (K) fertilization: (i) regular N fertilizer (N+PK); (ii) 25 % N fertilizer reduction (0.75N+PK); (iii) 50 % N fertilizer reduction (0.5N+PK); and (IV) no N fertilizer (PK). Ecosystem services, dis-services and microbial traits responded distinctly to the different N fertilizer rates. Treatment 0.75N+PK had overall positive effects on soil fertility, productivity, straw decomposition, and microbial abundance and function and alleviated greenhouse effects due to N deficiency. Meanwhile, 0.75N+PK upregulated aboveground biomass and soil C:N and thus increased the abundance of genes encoding cellulose-degrading enzymes, which may imply the potential ability of C and N turnover. In addition, most observed changes in ecosystem services and dis-services were strongly associated with microbial modules and keystone taxa. Specifically, the <em>Lasiosphaeriaceae-</em>driven module 1 community promoted straw degradation and C and N release, while the <em>Terrimonas-</em>driven module 3 community contributed to production improvement, which was conducive to soil multifunctionality. Therefore, our results suggest that straw return with 25 % chemical N fertilizer reduction is optimal for achieving ecosystem services. This study highlights the importance of abiotic and biotic factors in soil health and supports green agricultural development by optimizing N fertilizer rates in meadow soil after straw return.","PeriodicalId":48610,"journal":{"name":"Soil","volume":null,"pages":null},"PeriodicalIF":6.8,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138492070","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Spatial and temporal variability in soil and vegetation carbon dynamics under experimental drought and soil amendments 干旱和土壤改良条件下土壤和植被碳动态的时空变异
IF 6.8 2区 农林科学
Soil Pub Date : 2023-11-29 DOI: 10.5194/egusphere-2023-2673
Daniela Guasconi, Sara Cousins, Stefano Manzoni, Nina Roth, Gustaf Hugelius
{"title":"Spatial and temporal variability in soil and vegetation carbon dynamics under experimental drought and soil amendments","authors":"Daniela Guasconi, Sara Cousins, Stefano Manzoni, Nina Roth, Gustaf Hugelius","doi":"10.5194/egusphere-2023-2673","DOIUrl":"https://doi.org/10.5194/egusphere-2023-2673","url":null,"abstract":"<strong>Abstract.</strong> Soils are the largest carbon (C) pool on the planet, and grassland soils have a particularly large C sequestration potential. Appropriate land management strategies, such as organic matter additions, can improve soil health, increase soil C stocks, and increase grassland resilience to drought by improving soil moisture retention. However, soil C dynamics are deeply linked to vegetation response to changes in both management and climate, which may also be manifested differently in roots and shoots. This study presents findings from a three-year experiment that assessed the impact of a compost amendment and of reduced precipitation on soil and vegetation C pools. Compost addition increased aboveground biomass and soil C content (%C), but because bulk density decreased, there was no significant effect on soil C stocks. Drought decreased aboveground biomass, but did not significantly affect root biomass. Overall, the soil amendment shifted C allocation to aboveground plant organs, and drought to belowground organs. We also observed significant spatial and temporal variability in vegetation biomass and soil C over the study period. These results highlight the need to consider multiple biotic and abiotic factors driving ecosystem C dynamics across spatial scales when upscaling results from field trials.","PeriodicalId":48610,"journal":{"name":"Soil","volume":null,"pages":null},"PeriodicalIF":6.8,"publicationDate":"2023-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138454914","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
The effect of different biopreparations on soil physical properties and CO2 emissions when growing winter wheat and oilseed rape 不同生物修复措施对冬小麦和油菜种植土壤物理性质和CO2排放的影响
IF 6.8 2区 农林科学
Soil Pub Date : 2023-11-27 DOI: 10.5194/soil-9-593-2023
Sidona Buragienė, Egidijus Šarauskis, Aida Adamavičienė, Kęstutis Romaneckas, Kristina Lekavičienė, Daiva Rimkuvienė, Vilma Naujokienė
{"title":"The effect of different biopreparations on soil physical properties and CO2 emissions when growing winter wheat and oilseed rape","authors":"Sidona Buragienė, Egidijus Šarauskis, Aida Adamavičienė, Kęstutis Romaneckas, Kristina Lekavičienė, Daiva Rimkuvienė, Vilma Naujokienė","doi":"10.5194/soil-9-593-2023","DOIUrl":"https://doi.org/10.5194/soil-9-593-2023","url":null,"abstract":"Abstract. The introduction of innovative technologies in agriculture is key not only to improving the efficiency of agricultural production and crop yields and quality but also to balancing energy use and preserving a cleaner environment. Biopreparations are environmentally friendly means of restoring the vitality of the soil in which plants can thrive. Biopreparations have an impact on soil health and alter greenhouse gas emissions. The aim of this study was to investigate the effects of different biopreparations on soil porosity, temperature, and CO2 (carbon dioxide) emissions from the soil in northeast Europe (Lithuania) when growing winter wheat and oilseed rape. The experimental studies were carried out over 3 years, and each spring, after the resumption of winter crops, the soil surface was sprayed with biopreparations of different properties or with mixtures of biopreparations under seven scenarios, with one scenario left as a control. Soil porosity, temperature, and CO2 emissions from the soil were measured regularly every month from April to August. The application of the biopreparations showed a cumulative effect on the soil properties. In the third year of the study, the total porosity of the soil was higher in all scenarios compared to the control, ranging between 51 % and 74 %. The aeration porosity of the soil was also higher in all years of the study than in the control, although no significant differences were obtained. The results of the studies on CO2 emissions from the soil showed that, in the first year, the application of the biopreparations increased emissions compared to the control. However, when assessing the cumulative effect of the biopreparations on soil respiration intensity, it was found that, in the third year, most of the biopreparations led to a reduction in CO2 emissions compared to the control. The lowest emissions were achieved with the biopreparations consisting of essential oils of plants, 40 species of various herbs extracts, marine algae extracts, Azospirillum sp., Frateuria aurentia, Bacillus megaterium, mineral oils, Azotobacter vinelandi, humic acid, gibberellic acid, sodium molybdate, Azototbacter chroococcum, Azospirillum brasilense, etc. Evaluating the effectiveness of biopreparations on soil porosity, temperature, and CO2 emissions from the soil, it can be stated that the best effect was achieved in all 3 research years in using biopreparations with Azotobacter chroococcum, Azotospirilum brasilense, various herbs, marine algae extracts, oils of plants, and mineral substances. The multiple-regression model showed that soil temperature has a greater influence on the variation of CO2 emissions than soil aeration porosity.","PeriodicalId":48610,"journal":{"name":"Soil","volume":null,"pages":null},"PeriodicalIF":6.8,"publicationDate":"2023-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138442761","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
High capacity of integrated crop-pasture systems to preserve old stable carbon evaluated in a 60-year-old experiment 一项60年历史的实验评估了作物-牧场综合系统保存旧稳定碳的高能力
IF 6.8 2区 农林科学
Soil Pub Date : 2023-11-21 DOI: 10.5194/egusphere-2023-2650
Maximiliano González Sosa, Carlos A. Sierra, Juan A. Quincke, Walter E. Baethgen, Susan Trumbore, M. Virginia Pravia
{"title":"High capacity of integrated crop-pasture systems to preserve old stable carbon evaluated in a 60-year-old experiment","authors":"Maximiliano González Sosa, Carlos A. Sierra, Juan A. Quincke, Walter E. Baethgen, Susan Trumbore, M. Virginia Pravia","doi":"10.5194/egusphere-2023-2650","DOIUrl":"https://doi.org/10.5194/egusphere-2023-2650","url":null,"abstract":"<strong>Abstract.</strong> Integrated crop-pasture rotational systems can store larger amounts of soil organic carbon (SOC) than continuous grain cropping. The aim of this study was to identify if the main determinant for this difference may be the avoidance of old C losses in integrated systems, or the higher rate of new C incorporation associated with higher C input rates. We analyzed the evolution of SOC in two agricultural treatments of different intensity (continuous cropping and crop-pasture rotational system) in a 60-year experiment in Colonia, Uruguay. We incorporated this information into a process of building and parameterizing SOC compartmental dynamical models, including data from SOC physical fractionation (POM &gt; 53 µm &gt; MAOM), radiocarbon in bulk soil and CO<sub>2</sub> incubation efflux. This modeling process provided information about C outflow rates from pools of different stability, C stabilization dynamics, as well as the age distribution and transit times of C. The differences between the two agricultural systems were mainly determined by the dynamics of the stable pool (MAOM). The outflow rate from this compartment was between 3.62 and 5.10 times higher in continuous cropping than in the integrated system, varying according to the historical period of the experiment considered. The avoidance of old C losses in the integrated crop-pasture rotational system determined that only 8.8 % of the MAOM C was incorporated during the experiment period (after 1963) and that more than 85 % was older than 100 years old. Moreover, half of the C inputs to both agricultural systems leave the soil in approximately one year due to high decomposition rates of the POM pool. Our results show that the high capacity to preserve old C of integrated crop-pasture systems is the key for SOC preservation of this sustainable intensification strategy, while their high capacity to incorporate new C into the soil may play a second role.","PeriodicalId":48610,"journal":{"name":"Soil","volume":null,"pages":null},"PeriodicalIF":6.8,"publicationDate":"2023-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138294073","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
The QuantiSlakeTest, measuring soil structural stability by dynamic weighing of undisturbed samples immersed in water QuantiSlakeTest,通过对未受干扰的浸入水中的样品进行动态称重来测量土壤结构稳定性
IF 6.8 2区 农林科学
Soil Pub Date : 2023-11-17 DOI: 10.5194/soil-9-573-2023
Frédéric Marie Vanwindekens, Brieuc François Hardy
{"title":"The QuantiSlakeTest, measuring soil structural stability by dynamic weighing of undisturbed samples immersed in water","authors":"Frédéric Marie Vanwindekens, Brieuc François Hardy","doi":"10.5194/soil-9-573-2023","DOIUrl":"https://doi.org/10.5194/soil-9-573-2023","url":null,"abstract":"Abstract. We evaluated the performance of a new, simple test to evaluate soil structural stability. The QuantiSlakeTest (QST) consists in a quantitative approach of the slake test, a dynamic weighing of a dried structured soil sample once immersed in water. The objective of this work was threefold: we aimed to (i) derive indicators from QST curves to evaluate soil structural stability, (ii) establish the relationship between soil properties and QST indicators, and (iii) assess how QST indicators respond to contrasting soil management practices. To reach these goals, we sampled the soil of 35 plots from three long-term field trials in the silt loam region of Belgium dealing respectively with contrasting organic matter inputs, tillage and P–K fertilisation. For each plot, indicators calculated from QST curves (e.g. total relative mass loss, disaggregation speed and time to meet a threshold values of mass loss) were compared to the results of the three tests of Le Bissonnais (1996), used as a reference method for the measurement of soil aggregate stability. Shortly after immersion in water, soil mass increases due to the rapid replacement of air by water in soil porosity. Then soil mass reaches a maximum before decreasing, once mass loss by disaggregation exceeds mass gain by air loss. Our results confirmed that the early mass loss under water is mainly related to slaking, whereas after a longer time period, clay dispersion and differential swelling become the dominant processes of soil disaggregation. The overall soil structural stability was positively correlated to the soil organic carbon (SOC) content and negatively correlated to the clay content of soil. Consequently, the SOC : clay ratio was closely related to QST indicators. Nevertheless, for a similar mean annual carbon (C) input, green manure and crop residues were more efficient in decreasing clay dispersivity and differential swelling, whereas farmyard manure promoted SOC storage and was more efficient against slaking. QST curves had a strong discriminating power between reduced tillage and ploughing regardless of the indicator, as reduced tillage increases both total SOC content and root biomass in the topsoil. The QST has several advantages. It (i) is rapid to run, (ii) does not require expensive equipment or consumables, and (iii) provides a high density of information on both specific mechanisms of soil disaggregation and the overall soil structural stability. As an open-access programme for QST data management is currently under development, the test has a strong potential for adoption by a widespread community of end users.","PeriodicalId":48610,"journal":{"name":"Soil","volume":null,"pages":null},"PeriodicalIF":6.8,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138293135","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Increase in bacterial community induced tolerance to Cr in response to soil properties and Cr level in the soil 土壤性质和土壤中铬含量对细菌群落耐铬性的影响
IF 6.8 2区 农林科学
Soil Pub Date : 2023-11-17 DOI: 10.5194/soil-9-561-2023
Claudia Campillo-Cora, Daniel Arenas-Lago, Manuel Arias-Estévez, David Fernández-Calviño
{"title":"Increase in bacterial community induced tolerance to Cr in response to soil properties and Cr level in the soil","authors":"Claudia Campillo-Cora, Daniel Arenas-Lago, Manuel Arias-Estévez, David Fernández-Calviño","doi":"10.5194/soil-9-561-2023","DOIUrl":"https://doi.org/10.5194/soil-9-561-2023","url":null,"abstract":"Abstract. Chromium (Cr) soil pollution is a pressing global concern that demands thorough assessment. The pollution-induced community tolerance (PICT) methodology serves as a highly sensitive tool capable of directly assessing metal toxicity within microbial communities. In this study, 10 soils exhibiting a wide range of properties were subjected to Cr contamination, with concentrations ranging from 31.25 to 2000 mg Cr kg−1, in addition to the control. Bacterial growth, assessed using the [3H]-leucine incorporation technique, was used to determine whether bacterial communities developed tolerance to Cr, i.e. PICT to Cr in response to Cr additions to different soil types. The obtained results revealed that at concentrations of 1000 or 2000 mg Cr kg−1, certain bacterial communities showed inhibited growth, likely attributable to elevated Cr toxicity, while others continued to thrive. Interestingly, with Cr concentrations below 500 mg Cr kg−1, bacterial communities demonstrated two distinct responses depending on soil type: 7 of the 10 studied soils exhibited an increased bacterial community tolerance to Cr, while the remaining 3 soils did not develop such tolerance. Furthermore, the Cr level at which bacterial communities developed tolerance to Cr varies among soils, indicating varying levels of Cr toxicity between studied soils. The dissolved organic carbon (DOC) and the fraction of Cr extracted with distilled water (H2O-Cr) played an essential role in shaping the impact of Cr on microbial communities (R2=95.6 %). These factors (DOC and H2O-Cr) contribute to increased Cr toxicity in soil, i.e. during the selection phase of the PICT methodology.","PeriodicalId":48610,"journal":{"name":"Soil","volume":null,"pages":null},"PeriodicalIF":6.8,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138294071","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Comment on: “Back to the future? Conservative grassland management can preserve soil health in the changing landscapes of Uruguay” On the risks of good intentions and poor evidence 评论:“回到未来?保守的草原管理可以在乌拉圭不断变化的景观中保持土壤健康。
IF 6.8 2区 农林科学
Soil Pub Date : 2023-11-14 DOI: 10.5194/egusphere-2023-2023
José Paruelo, Luis Lopez-Marsico, Pablo Baldassini, Felipe Lezama, Bruno Bazzoni, Luciana Staiano, Agustín Nuñez, Anaclara Guido, Cecilia Ríos, Andrea Tommasino, Federico Gallego, Fabiana Pezzani, Gonzalo Camba Sans, Andrés Quincke, Santiago Baeza, Gervasio Piñeiro, Walter Baethgen
{"title":"Comment on: “Back to the future? Conservative grassland management can preserve soil health in the changing landscapes of Uruguay” On the risks of good intentions and poor evidence","authors":"José Paruelo, Luis Lopez-Marsico, Pablo Baldassini, Felipe Lezama, Bruno Bazzoni, Luciana Staiano, Agustín Nuñez, Anaclara Guido, Cecilia Ríos, Andrea Tommasino, Federico Gallego, Fabiana Pezzani, Gonzalo Camba Sans, Andrés Quincke, Santiago Baeza, Gervasio Piñeiro, Walter Baethgen","doi":"10.5194/egusphere-2023-2023","DOIUrl":"https://doi.org/10.5194/egusphere-2023-2023","url":null,"abstract":"<strong>Abstract.</strong> In this article we make comments on some methodological issues and on the general approach of the paper “Back to the future? Conservative grassland management can preserve soil health in the changing landscapes of Uruguay” by Ina Säumel, Leonardo R. Ramírez, Sarah Tietjen, Marcos Barra, and Erick Zagal, Soil 9, 425–442, https://doi.org/10.5194/soil-9-425-2023. We identified various design and methodological problems that may induce potential misinterpretations. Our concerns are of three different types. First, there are aspects of the study design and methodology that, in our opinion, introduce biases and critical errors. Secondly, the article does not put forth any novel propositions and ignores extensive local literature and aspects that are central to the interpretation of the data Finally, we are concerned about the possible interpretations of a study, generated from institutions based on developed countries with not the participation of local scientists from the Global South in the design of policies and development of non-tariff barriers for South American countries.","PeriodicalId":48610,"journal":{"name":"Soil","volume":null,"pages":null},"PeriodicalIF":6.8,"publicationDate":"2023-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"109126859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Deep learning with a multi-task convolutional neural network to generate a national-scale 3D soil data product: Particle size distribution of the German agricultural soil-landscape 深度学习与多任务卷积神经网络生成国家尺度三维土壤数据产品:德国农业土壤景观的粒度分布
IF 6.8 2区 农林科学
Soil Pub Date : 2023-11-10 DOI: 10.5194/egusphere-2023-2386
Mareike Ließ, Ali Sakhaee
{"title":"Deep learning with a multi-task convolutional neural network to generate a national-scale 3D soil data product: Particle size distribution of the German agricultural soil-landscape","authors":"Mareike Ließ, Ali Sakhaee","doi":"10.5194/egusphere-2023-2386","DOIUrl":"https://doi.org/10.5194/egusphere-2023-2386","url":null,"abstract":"<strong>Abstract.</strong> Many soil functions and processes are controlled by the soil particle size distribution. The generated three-dimensional continuous data product, which covers the particle size fractions of sand, silt, and clay in the agricultural soil-landscape of Germany, has a spatial resolution of 100 m and a depth resolution of 1 cm. This product is an important component for predicting the effects of agricultural management practices and their adaptability to climate change, as well as for analyzing soil functions and numerous risks. The effectiveness of the convolutional neural network (CNN) algorithm in producing multidimensional, multivariate data products is demonstrated. Even though the potential of this deep learning approach to understand and model the complex soil-landscape relationship is virtually limitless, limitations are data-driven. Further research is needed to assess the required complexity and depth of the CNN and the inclusion of the landscape surrounding each soil profile.","PeriodicalId":48610,"journal":{"name":"Soil","volume":null,"pages":null},"PeriodicalIF":6.8,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72365461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
The Dynamic Effect of Root Exudates on Soil Structure: Aggregate Stability and Packing 根系分泌物对土壤结构的动态影响:团聚体稳定性和堆积性
IF 6.8 2区 农林科学
Soil Pub Date : 2023-11-10 DOI: 10.5194/egusphere-2023-2501
Maoz Dor, Itamar Assa, Yael Mishael
{"title":"The Dynamic Effect of Root Exudates on Soil Structure: Aggregate Stability and Packing","authors":"Maoz Dor, Itamar Assa, Yael Mishael","doi":"10.5194/egusphere-2023-2501","DOIUrl":"https://doi.org/10.5194/egusphere-2023-2501","url":null,"abstract":"<strong>Abstract.</strong> The importance of soil structure, packing and stability, cannot be overstated as it controls vital processes in the terrestrial environment. Physical, chemical and biological processes altogether affect the dynamics of soil structure with the biological driver being the most complex and least explored. We quantified, developing and applying advanced methods, the effect of mucilage (0.035 % w/w), the main substance in root exudates, on soil packing and stability, by micro-CT and laser granulometry (aggregate durability index), respectively. Upon mucilage addition to soils, or plant growth, soil aggregate size and aggregate stability both increased, however, the intensity varied between the soils, in the order of sandy-clay-loam &gt; loamy-sand &gt; clayey soils. Scanning electron microscope and X-ray diffraction measurements focusing on the smaller soil aggregates (&lt;250 µm) and their mineralogy, bring forward their dominant role in aggregation and stabilization processes induced by mucilage. The complex effects of mucilage coupled with a physical driver, wetting and drying, on microorganism activity, were explored. Compensating microorganism activities, root mucilage consumption and self-mucilaginous polysaccharides production, most likely explain the stability steady state reached within three days. The presence of mucilage in sandy-clay-loam and clayey soils, intensified and overcame the aggregation and disaggregation induced by wetting and drying, respectively. Elucidating soil structure dynamics will enable better understanding of soil stability processes and thereby develop better strategies for soil erosion management.","PeriodicalId":48610,"journal":{"name":"Soil","volume":null,"pages":null},"PeriodicalIF":6.8,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72365458","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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