Wei Dai, Gary Feng, Yanbo Huang, Haile Tewolde, Mark W. Shankle, Johnie N. Jenkins
This study explored the efficacy of soil aggregate indices in quantifying soil structural development, utilizing 5-year field experiment data from the Southeastern United States. The experiment utilized a split-plot design with cover crops (native vegetation as control, cereal rye (Secale cereale L.), winter wheat (Triticum aestivum), hairy vetch (Vicia villosa), and mustard (Brassica rapa) plus cereal rye as the main factor and fertilizer source (no fertilizer as control, inorganic fertilizer with phosphorus, potassium, and elemental sulfur, and poultry litter) as the secondary factor. Aggregate size fractions were determined using the wet-sieving method, and aggregate stability index (ASI), mean weight diameter (MWD), geometric mean diameter (GMD), and fractal dimension (FD) were calculated to assess soil structural stability. Main effects results indicated that cereal rye (55.11%) and poultry litter (50.97%) exhibited the highest ASI values. The highest MWD, GMD, and FD were observed under mustard plus cereal rye (1.187 mm), cereal rye (0.462 mm), and hairy vetch (2.573), respectively. Principal component analysis revealed that cover crops significantly improved soil aggregate structure and stability, overcoming limitations of sole fertilization practices. Regression analysis suggested that ASI, MWD, and GWD positively correlated with soil organic carbon, whereas FD negatively correlated with MWD, GMD, and ASI. Principal component analysis exhibited that FD decreased with increasing soil organic carbon, ASI, MWD, and GMD, demonstrating that lower FD values indicate enhanced soil aggregation and structure. Assessed indices, FD included, effectively gauged soil structural stability. These metrics should be prioritized in managerial decisions to support soil productivity and health in agricultural systems.
{"title":"Cover crops and poultry litter impact on soil structural stability in dryland soybean production in southeastern United States","authors":"Wei Dai, Gary Feng, Yanbo Huang, Haile Tewolde, Mark W. Shankle, Johnie N. Jenkins","doi":"10.1002/saj2.20676","DOIUrl":"10.1002/saj2.20676","url":null,"abstract":"<p>This study explored the efficacy of soil aggregate indices in quantifying soil structural development, utilizing 5-year field experiment data from the Southeastern United States. The experiment utilized a split-plot design with cover crops (native vegetation as control, cereal rye (<i>Secale cereale</i> L.), winter wheat (<i>Triticum aestivum</i>), hairy vetch (<i>Vicia villosa</i>), and mustard (<i>Brassica rapa</i>) plus cereal rye as the main factor and fertilizer source (no fertilizer as control, inorganic fertilizer with phosphorus, potassium, and elemental sulfur, and poultry litter) as the secondary factor. Aggregate size fractions were determined using the wet-sieving method, and aggregate stability index (ASI), mean weight diameter (MWD), geometric mean diameter (GMD), and fractal dimension (FD) were calculated to assess soil structural stability. Main effects results indicated that cereal rye (55.11%) and poultry litter (50.97%) exhibited the highest ASI values. The highest MWD, GMD, and FD were observed under mustard plus cereal rye (1.187 mm), cereal rye (0.462 mm), and hairy vetch (2.573), respectively. Principal component analysis revealed that cover crops significantly improved soil aggregate structure and stability, overcoming limitations of sole fertilization practices. Regression analysis suggested that ASI, MWD, and GWD positively correlated with soil organic carbon, whereas FD negatively correlated with MWD, GMD, and ASI. Principal component analysis exhibited that FD decreased with increasing soil organic carbon, ASI, MWD, and GMD, demonstrating that lower FD values indicate enhanced soil aggregation and structure. Assessed indices, FD included, effectively gauged soil structural stability. These metrics should be prioritized in managerial decisions to support soil productivity and health in agricultural systems.</p>","PeriodicalId":101043,"journal":{"name":"Proceedings - Soil Science Society of America","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140838372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ana P. Hummes, Alberto V. Inda, Daniel C. Olk, Edson C. Bortoluzzi
Tree species can have great impacts on soil. Since the rhizosphere is more responsive to external inputs than the surrounding bulk soil, we investigated the rhizosphere effect of the exotic slash pine and the native araucaria in long-term conifer monocultures in southern Brazil. Araucaria trees in a natural section of a nearby mixed araucaria forest were taken as the control. We assessed physical, chemical, and mineralogical properties of the underlying subtropical highly weathered soil. We did not find rhizosphere effects for most chemical and physical soil attributes, yet principal component analysis clearly distinguished the effects of the exotic and native conifers on rhizosphere properties by separating slash pine cluster from reforested and native araucaria clusters. Reductions in silt and sand contents under slash pine reforestation led to increases in clay and well-crystallized iron oxides contents. The clay mineralogy comprised kaolinite, mica/illite, and hydroxy-interlayered minerals, with kaolinite enrichment in the rhizospheres of both araucaria sites, mica/illite depletion in the rhizospheres of both araucaria and pine monocultures, and prevalence of well-crystallized iron oxyhydroxides in the slash pine rhizosphere. This study demonstrates a tendency toward increasing soil weathering in the conifer monocultures, potential negative impacts of the faster growing slash pine reforestation on soil organic carbon, available P, and total K possibly by mica/illite depletion, while araucaria had lower impacts on soil properties. These results show long-term potential loss of soil fertility and quality, which should be considered when monitoring soil changes in human modified ecosystems.
{"title":"Mineral changes in the rhizospheres of conifer plantations for a weathered subtropical soil","authors":"Ana P. Hummes, Alberto V. Inda, Daniel C. Olk, Edson C. Bortoluzzi","doi":"10.1002/saj2.20682","DOIUrl":"10.1002/saj2.20682","url":null,"abstract":"<p>Tree species can have great impacts on soil. Since the rhizosphere is more responsive to external inputs than the surrounding bulk soil, we investigated the rhizosphere effect of the exotic slash pine and the native araucaria in long-term conifer monocultures in southern Brazil. Araucaria trees in a natural section of a nearby mixed araucaria forest were taken as the control. We assessed physical, chemical, and mineralogical properties of the underlying subtropical highly weathered soil. We did not find rhizosphere effects for most chemical and physical soil attributes, yet principal component analysis clearly distinguished the effects of the exotic and native conifers on rhizosphere properties by separating slash pine cluster from reforested and native araucaria clusters. Reductions in silt and sand contents under slash pine reforestation led to increases in clay and well-crystallized iron oxides contents. The clay mineralogy comprised kaolinite, mica/illite, and hydroxy-interlayered minerals, with kaolinite enrichment in the rhizospheres of both araucaria sites, mica/illite depletion in the rhizospheres of both araucaria and pine monocultures, and prevalence of well-crystallized iron oxyhydroxides in the slash pine rhizosphere. This study demonstrates a tendency toward increasing soil weathering in the conifer monocultures, potential negative impacts of the faster growing slash pine reforestation on soil organic carbon, available P, and total K possibly by mica/illite depletion, while araucaria had lower impacts on soil properties. These results show long-term potential loss of soil fertility and quality, which should be considered when monitoring soil changes in human modified ecosystems.</p>","PeriodicalId":101043,"journal":{"name":"Proceedings - Soil Science Society of America","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140810412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Carlo Camarotto, Nicola Dal Ferro, Ilaria Piccoli, Matteo Longo, Celine Duwig, Laurent Oxarango, Francesco Morari
The benefits of using cover crops for improving soil and water quality are well known. Less clear is whether cover crops, especially those forming a taproot system, can favor solute transport down to the groundwater by modifying soil hydraulic properties and solute dynamics. In this study, we employed 12 lysimeters to conduct a comparative analysis between a taproot cover crop, specifically forage radish (FR), and bare soil (BS), under three water table management conditions. Our objective was to evaluate whether the enhancement of root-derived macroporosity could have modified water and solute dynamics, and offset the benefits provided by FR that is commonly used to mitigate solute leaching. A tracer solution of bromide (Br−) was added to lysimeters, and solute flux concentrations were determined at different depths during a 25-day test. Soil moisture and pressure heads were monitored. Water and solute transport parameters were estimated by inverse modeling using HYDRUS-1D. A complementary laboratory experiment was performed to quantify the effect of FR root apparatus on the macropore structure by using noninvasive X-ray microtomography (µCT). Results showed that the growth of FR within the lysimeters induced alterations in water and solute dynamics compared with BS. This is primarily attributed to its proficiency as solute scavenger, with an uptake capacity of up to 47% of the total injected tracer. Our comparative analysis instead revealed subtle differences in soil structure and hydraulic properties brought about by the presence of FR. Major changes were observed for the saturated hydraulic conductivity (Ks), which increased from an average of 8.4–49.8 cm day−1 within the 20–45 cm layer in BS and FR, respectively. Additionally, there was a difference in immobile water content (θim), with the values in FR averaging 21% lower than those in BS. These modifications can be attributed to the formation of fissures and channels, primarily concentrated in the proximity of taproot development, without extending into deep preferential flow pathways. These structural changes were supported by the nondestructive µCT analyses. Upon aggregating the effects observed, solute movement to groundwater was not affected by FR compared to BS conditions.
{"title":"Investigation of short-term effects of forage radish on water and solute transport through a tracer test and inverse modeling","authors":"Carlo Camarotto, Nicola Dal Ferro, Ilaria Piccoli, Matteo Longo, Celine Duwig, Laurent Oxarango, Francesco Morari","doi":"10.1002/saj2.20687","DOIUrl":"10.1002/saj2.20687","url":null,"abstract":"<p>The benefits of using cover crops for improving soil and water quality are well known. Less clear is whether cover crops, especially those forming a taproot system, can favor solute transport down to the groundwater by modifying soil hydraulic properties and solute dynamics. In this study, we employed 12 lysimeters to conduct a comparative analysis between a taproot cover crop, specifically forage radish (FR), and bare soil (BS), under three water table management conditions. Our objective was to evaluate whether the enhancement of root-derived macroporosity could have modified water and solute dynamics, and offset the benefits provided by FR that is commonly used to mitigate solute leaching. A tracer solution of bromide (Br<sup>−</sup>) was added to lysimeters, and solute flux concentrations were determined at different depths during a 25-day test. Soil moisture and pressure heads were monitored. Water and solute transport parameters were estimated by inverse modeling using HYDRUS-1D. A complementary laboratory experiment was performed to quantify the effect of FR root apparatus on the macropore structure by using noninvasive X-ray microtomography (µCT). Results showed that the growth of FR within the lysimeters induced alterations in water and solute dynamics compared with BS. This is primarily attributed to its proficiency as solute scavenger, with an uptake capacity of up to 47% of the total injected tracer. Our comparative analysis instead revealed subtle differences in soil structure and hydraulic properties brought about by the presence of FR. Major changes were observed for the saturated hydraulic conductivity (<i>K</i><sub>s</sub>), which increased from an average of 8.4–49.8 cm day<sup>−1</sup> within the 20–45 cm layer in BS and FR, respectively. Additionally, there was a difference in immobile water content (<i>θ</i><sub>im</sub>), with the values in FR averaging 21% lower than those in BS. These modifications can be attributed to the formation of fissures and channels, primarily concentrated in the proximity of taproot development, without extending into deep preferential flow pathways. These structural changes were supported by the nondestructive µCT analyses. Upon aggregating the effects observed, solute movement to groundwater was not affected by FR compared to BS conditions.</p>","PeriodicalId":101043,"journal":{"name":"Proceedings - Soil Science Society of America","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140812904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shawnee A. Kasanke, Tanya E. Cheeke, James J. Moran, Sarah S. Roley
Interactions between arbuscular mycorrhizal (AM) fungi and free-living nitrogen fixers (FLNF) occur in the rhizosphere where they can enhance plant nutrient acquisition, impact plant growth, and affect soil processes. Tripartite mutualism commonly occurs between nodule-forming plants, symbiotic diazotrophs, and AM fungi, and can occur between non-nodulating plants, FLNF, and AM fungi. However, information on the extent of, and controls on, tripartite mutualism in non-nodulating plant systems is limited to a small number of crop plants and culturable microbial inoculum, mostly in greenhouse growing conditions. We conducted a systematic literature review to synthesize the current understanding of the responses of plants, AM fungi, and FLNF to co-inoculation, as well as the conditions affecting tripartite mutualism and the magnitude and range of benefits conferred. Our review shows that plants generally benefit from co-inoculation with AM fungi and FLNF taxa, but benefits are highly variable and context dependent, ranging from 94% reduction in plant shoot biomass to 255% increase in total plant biomass. Additionally, the presence of AM fungi can increase abundance of FLNF and the presence of FLNF can increase AM fungal root colonization, but these responses also vary widely. Major factors influencing variation in response to co-inoculation by all organisms include plant phenology/age, soil type and nutrient availability, and partner pairing. There is potential for leveraging these tripartite mutualisms to improve plant productivity and soil microbial function, but successful application is more likely with a thorough understanding of the environmental and mechanistic controls on these relationships and testing of field-scale implementation.
丛枝菌根真菌(AM)和自由生活固氮菌(FLNF)之间的相互作用发生在根瘤菌圈中,它们可以提高植物对养分的获取,影响植物生长,并影响土壤过程。三方互作通常发生在形成结核的植物、共生重氮营养体和 AM 真菌之间,也可能发生在非结核植物、FLNF 和 AM 真菌之间。然而,有关非结瘤植物系统中三方互作的程度和控制的信息仅限于少数作物植物和可培养的微生物接种体,而且大多是在温室生长条件下进行的。我们进行了一次系统的文献综述,总结了目前对植物、AM 真菌和 FLNF 对共同接种的反应,以及影响三方互作的条件和所获益处的大小和范围的认识。我们的综述表明,植物一般都能从与AM真菌和FLNF类群的共同接种中获益,但获益的变化很大,而且取决于具体情况,从植物嫩枝生物量减少94%到植物总生物量增加255%不等。此外,AM 真菌的存在可增加 FLNF 的丰度,FLNF 的存在可增加 AM 真菌的根定植,但这些反应的差异也很大。影响所有生物共同接种反应差异的主要因素包括植物物候学/年龄、土壤类型和养分可用性以及伙伴配对。利用这些三方互作关系来提高植物生产力和土壤微生物功能是有潜力的,但要想成功应用,还需要对这些关系的环境和机理控制有透彻的了解,并对田间规模的实施进行测试。
{"title":"Tripartite interactions among free-living, N-fixing bacteria, arbuscular mycorrhizal fungi, and plants: Mutualistic benefits and community response to co-inoculation","authors":"Shawnee A. Kasanke, Tanya E. Cheeke, James J. Moran, Sarah S. Roley","doi":"10.1002/saj2.20679","DOIUrl":"10.1002/saj2.20679","url":null,"abstract":"<p>Interactions between arbuscular mycorrhizal (AM) fungi and free-living nitrogen fixers (FLNF) occur in the rhizosphere where they can enhance plant nutrient acquisition, impact plant growth, and affect soil processes. Tripartite mutualism commonly occurs between nodule-forming plants, symbiotic diazotrophs, and AM fungi, and can occur between non-nodulating plants, FLNF, and AM fungi. However, information on the extent of, and controls on, tripartite mutualism in non-nodulating plant systems is limited to a small number of crop plants and culturable microbial inoculum, mostly in greenhouse growing conditions. We conducted a systematic literature review to synthesize the current understanding of the responses of plants, AM fungi, and FLNF to co-inoculation, as well as the conditions affecting tripartite mutualism and the magnitude and range of benefits conferred. Our review shows that plants generally benefit from co-inoculation with AM fungi and FLNF taxa, but benefits are highly variable and context dependent, ranging from 94% <i>reduction</i> in plant shoot biomass to 255% <i>increase</i> in total plant biomass. Additionally, the presence of AM fungi can increase abundance of FLNF and the presence of FLNF can increase AM fungal root colonization, but these responses also vary widely. Major factors influencing variation in response to co-inoculation by all organisms include plant phenology/age, soil type and nutrient availability, and partner pairing. There is potential for leveraging these tripartite mutualisms to improve plant productivity and soil microbial function, but successful application is more likely with a thorough understanding of the environmental and mechanistic controls on these relationships and testing of field-scale implementation.</p>","PeriodicalId":101043,"journal":{"name":"Proceedings - Soil Science Society of America","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/saj2.20679","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140810411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Connor N. Sible, Angela D. Kent, Andrew J. Margenot, Frederick E. Below
Continuous maize (Zea mays L.) (CM) cropping has been proposed to increase soil organic carbon stocks through greater residue return to soils. These residues, however, can contribute to a yield decrease known as the continuous maize yield penalty (CMYP). The objectives of this research were to (1) evaluate the efficacy of residue management practices to mitigate the CMYP when compared to a maize–soybean [Glycine max (L.) Merr.] (MS) rotation and (2) determine effects of long-term rotation or residue sizing on soil microbial communities and carbon-cycling enzyme activities. Two long-term sites (17 and 19 years) with replicated blocks of CM and MS rotation were used. The yield response to management was similar at both sites, with an average CMYP of 2570 kg ha−1 with no residue management, while chopping the residue along with broadcast ammonium sulfate (AMS) reduced the CMYP by 728 kg ha−1 (28.3%). The CMYP was further reduced when a microbial blend was applied with AMS to the sized residues, reducing the CMYP by a total of 1303 kg ha−1 (50.7%). Soil bacterial communities differed by site but were unchanged by crop rotation or residue sizing. Soil fungal assemblage, particularly arbuscular mycorrhizal fungi, was influenced by rotation and site. Sizing of residues resulted in higher soil cellobiohydrolase activity for CM, but not for MS. These findings indicate that the CMYP was not directly associated with the soil bacterial community, and that management to mitigate the CMYP may be aided by elevated levels of fungal diversity under CM.
有人提出,玉米(Zea mays L.)连作(CM)可通过更多的残留物回归土壤来增加土壤有机碳储量。然而,这些残留物会导致减产,即所谓的玉米连作产量损失(CMYP)。本研究的目标是:(1) 与玉米-大豆(Glycine max (L.) Merr.] (MS) 轮作相比,评估残留物管理方法对减轻玉米连续减产的效果;(2) 确定长期轮作或残留物大小对土壤微生物群落和碳循环酶活性的影响。研究采用了两个长期研究点(17 年和 19 年),分别重复了 CM 和 MS 轮作区块。两个地点的产量对管理的反应相似,在不进行残留物管理的情况下,平均 CMYP 为 2570 千克/公顷,而在切碎残留物并播撒硫酸铵(AMS)的情况下,CMYP 减少了 728 千克/公顷(28.3%)。如果将微生物混合物与硫酸铵一起施用于碾碎的残留物,则 CMYP 进一步降低,总共减少了 1303 千克/公顷(50.7%)。不同地点的土壤细菌群落各不相同,但不受作物轮作或残留物大小的影响。土壤真菌群落,尤其是丛枝菌根真菌,受到轮作和种植地点的影响。残留物的规模化会提高 CM 的土壤纤维生物水解酶活性,但不会提高 MS 的活性。这些研究结果表明,CMYP 与土壤细菌群落没有直接联系,在 CM 条件下,真菌多样性水平的提高可能有助于减轻 CMYP 的管理。
{"title":"Long-term continuous maize: Impacts on the soil microbiome and implications for residue management","authors":"Connor N. Sible, Angela D. Kent, Andrew J. Margenot, Frederick E. Below","doi":"10.1002/saj2.20681","DOIUrl":"10.1002/saj2.20681","url":null,"abstract":"<p>Continuous maize (<i>Zea mays</i> L.) (CM) cropping has been proposed to increase soil organic carbon stocks through greater residue return to soils. These residues, however, can contribute to a yield decrease known as the continuous maize yield penalty (CMYP). The objectives of this research were to (1) evaluate the efficacy of residue management practices to mitigate the CMYP when compared to a maize–soybean [<i>Glycine max</i> (L.) Merr.] (MS) rotation and (2) determine effects of long-term rotation or residue sizing on soil microbial communities and carbon-cycling enzyme activities. Two long-term sites (17 and 19 years) with replicated blocks of CM and MS rotation were used. The yield response to management was similar at both sites, with an average CMYP of 2570 kg ha<sup>−1</sup> with no residue management, while chopping the residue along with broadcast ammonium sulfate (AMS) reduced the CMYP by 728 kg ha<sup>−1</sup> (28.3%). The CMYP was further reduced when a microbial blend was applied with AMS to the sized residues, reducing the CMYP by a total of 1303 kg ha<sup>−1</sup> (50.7%). Soil bacterial communities differed by site but were unchanged by crop rotation or residue sizing. Soil fungal assemblage, particularly arbuscular mycorrhizal fungi, was influenced by rotation and site. Sizing of residues resulted in higher soil cellobiohydrolase activity for CM, but not for MS. These findings indicate that the CMYP was not directly associated with the soil bacterial community, and that management to mitigate the CMYP may be aided by elevated levels of fungal diversity under CM.</p>","PeriodicalId":101043,"journal":{"name":"Proceedings - Soil Science Society of America","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/saj2.20681","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140656976","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Thanks to our 2023 reviewers","authors":"","doi":"10.1002/saj2.20690","DOIUrl":"10.1002/saj2.20690","url":null,"abstract":"","PeriodicalId":101043,"journal":{"name":"Proceedings - Soil Science Society of America","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140662846","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sadia M. Mitu, Colleen Smith, Jonathan Sanderman, Richard R. Ferguson, Keith Shepherd, Yufeng Ge
Rapid and cost-effective techniques for soil analysis are essential to guide sustainable land management and production agriculture. This study aimed at evaluating the performance and consistency of portable handheld Fourier-transform near-infrared spectrometers and the NeoSpectra scanners in estimating 12 common soil physical and chemical properties including pH; organic carbon (OC); inorganic carbon (IC); total nitrogen (TN); cation exchange capacity (CEC); clay, silt, and sand fractions; and exchangeable potassium (K), phosphorus (P), calcium (Ca), and magnesium (Mg). A diverse set of samples (n = 600) were retrieved from a national-scale soil archive of the Kellogg Soil Survey Laboratory of USDA-NRCS and scanned with five NeoSpectra scanners. Predictive models for the soil properties were developed using partial least squares regression (PLSR), Cubist, and memory-based learning (MBL). Cubist outperformed PLSR and MBL, with the best prediction performance for clay, OC, and CEC (R2 > 0.7), followed by IC, sand, silt, and Mg (R2 > 0.6), and then pH, TN, and Ca (R2 > 0.5). K and P were predicted somewhat poorly with R2 of 0.48 and 0.22. All five NeoSpectra yielded comparable near-infrared (NIR) spectral data and the PLSR models for the soil properties (in terms of model regression coefficients). However, the consistency assessment showed that the model performance was significantly decreased when the training and testing spectra were from different NeoSpectra scanners. It is concluded that NeoSpectra scanners could be rapid and cost effective for estimating certain soil properties, and calibration transfer should be considered for applications where multiple devices are involved and high estimation accuracy from NIR data is required.
{"title":"Evaluating consistency across multiple NeoSpectra (compact Fourier transform near-infrared) spectrometers for estimating common soil properties","authors":"Sadia M. Mitu, Colleen Smith, Jonathan Sanderman, Richard R. Ferguson, Keith Shepherd, Yufeng Ge","doi":"10.1002/saj2.20678","DOIUrl":"10.1002/saj2.20678","url":null,"abstract":"<p>Rapid and cost-effective techniques for soil analysis are essential to guide sustainable land management and production agriculture. This study aimed at evaluating the performance and consistency of portable handheld Fourier-transform near-infrared spectrometers and the NeoSpectra scanners in estimating 12 common soil physical and chemical properties including pH; organic carbon (OC); inorganic carbon (IC); total nitrogen (TN); cation exchange capacity (CEC); clay, silt, and sand fractions; and exchangeable potassium (K), phosphorus (P), calcium (Ca), and magnesium (Mg). A diverse set of samples (<i>n</i> = 600) were retrieved from a national-scale soil archive of the Kellogg Soil Survey Laboratory of USDA-NRCS and scanned with five NeoSpectra scanners. Predictive models for the soil properties were developed using partial least squares regression (PLSR), Cubist, and memory-based learning (MBL). Cubist outperformed PLSR and MBL, with the best prediction performance for clay, OC, and CEC (<i>R</i><sup>2 </sup>> 0.7), followed by IC, sand, silt, and Mg (<i>R</i><sup>2 </sup>> 0.6), and then pH, TN, and Ca (<i>R</i><sup>2 </sup>> 0.5). K and P were predicted somewhat poorly with <i>R</i><sup>2</sup> of 0.48 and 0.22. All five NeoSpectra yielded comparable near-infrared (NIR) spectral data and the PLSR models for the soil properties (in terms of model regression coefficients). However, the consistency assessment showed that the model performance was significantly decreased when the training and testing spectra were from different NeoSpectra scanners. It is concluded that NeoSpectra scanners could be rapid and cost effective for estimating certain soil properties, and calibration transfer should be considered for applications where multiple devices are involved and high estimation accuracy from NIR data is required.</p>","PeriodicalId":101043,"journal":{"name":"Proceedings - Soil Science Society of America","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/saj2.20678","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140634695","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Matt A. Yost, Ray Cartee, Brad Davis, Grant Cardon, Earl Creech, Phil Rasmussen
Several short-term studies have investigated 4R (right source, rate, time, and place) N management for dryland wheat (Triticum aestivum L.) production and profitability, but few long-term studies exist in the United States or abroad. This study evaluated long-term impacts of several aspects of 4R N management on dryland hard red wheat yield, protein, and return to N. Experiments were conducted at Nephi and Blue Creek, UT, during 1995–2007. Fourteen N treatments evaluated performance of starter fertilizer, fall applications of anhydrous ammonia (AA) with and without nitrapyrin (AA-Nitrapyrin and AA, respectively), and several split applications in the fall and spring. Across years, winter wheat required N to increase yield, protein, and returns at both sites. Applying 56 kg N ha−1 as AA in the fall usually produced the best return to N compared to other N treatments. Starter N (6 kg N ha−1) at fall planting rarely increased yield, protein, or returns at either site. Across both sites, nitrapyrin increased mean annual yield by 0.6 Mg ha−1 and mean return to N by $150 ha−1. Spring application of N was rarely required and only increased yield in 13% of the years. Results indicate that nitrapryin is often needed with fall AA applications to optimize yield and returns and that starter N or extra N in the spring are rarely economical in dryland wheat in Utah and possibly the greater Intermountain West. Further, N rate had the most influence among 4Rs on wheat production and should be the focus of future efforts to improve 4R stewardship.
{"title":"Long-term 4R nitrogen management in dryland wheat–fallow systems","authors":"Matt A. Yost, Ray Cartee, Brad Davis, Grant Cardon, Earl Creech, Phil Rasmussen","doi":"10.1002/saj2.20675","DOIUrl":"10.1002/saj2.20675","url":null,"abstract":"<p>Several short-term studies have investigated 4R (right source, rate, time, and place) N management for dryland wheat (<i>Triticum aestivum</i> L.) production and profitability, but few long-term studies exist in the United States or abroad. This study evaluated long-term impacts of several aspects of 4R N management on dryland hard red wheat yield, protein, and return to N. Experiments were conducted at Nephi and Blue Creek, UT, during 1995–2007. Fourteen N treatments evaluated performance of starter fertilizer, fall applications of anhydrous ammonia (AA) with and without nitrapyrin (AA-Nitrapyrin and AA, respectively), and several split applications in the fall and spring. Across years, winter wheat required N to increase yield, protein, and returns at both sites. Applying 56 kg N ha<sup>−1</sup> as AA in the fall usually produced the best return to N compared to other N treatments. Starter N (6 kg N ha<sup>−1</sup>) at fall planting rarely increased yield, protein, or returns at either site. Across both sites, nitrapyrin increased mean annual yield by 0.6 Mg ha<sup>−1</sup> and mean return to N by $150 ha<sup>−1</sup>. Spring application of N was rarely required and only increased yield in 13% of the years. Results indicate that nitrapryin is often needed with fall AA applications to optimize yield and returns and that starter N or extra N in the spring are rarely economical in dryland wheat in Utah and possibly the greater Intermountain West. Further, N rate had the most influence among 4Rs on wheat production and should be the focus of future efforts to improve 4R stewardship.</p>","PeriodicalId":101043,"journal":{"name":"Proceedings - Soil Science Society of America","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140635401","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Classical soil aggregate stability (AS) methods lack standardized protocols and require long measurement times. However, the fairly new SLAKES method purportedly allows for rapid AS estimation with minimal technical equipment. SLAKES has been tested on fine-textured soils but its suitability for other soil types is unknown. This study investigated SLAKES’ suitability for AS measurements on silty clay, silt loam, and sandy loam soils. For each SLAKES test, three aggregates were immersed in distilled water and imaged for 10 min. SLAKES output includes disaggregation data per aggregate and three coefficients from a Gompertz function that describe slaking dynamics. Four AS descriptors obtained from SLAKES output were investigated: the averaged maximum slaking from a test (aSK), the maximum slaking for each measurement (aggregate) (aFT, from fitting a Gompertz function to SLAKES raw data), the averaged aFT for the measurements in a test (a̅FT), and the slaking index at 10 min per measurement (SI600). The aSK is a direct descriptor included in the SLAKES output, while aFT, a̅FT, and SI600 are indirect descriptors. The SI600 was the most preferred SLAKES AS descriptor since it is a calculated parameter and due to its sensitivity in detecting AS status among all soil types. The sandy loam soil was the most stable from both the raw SLAKES data and fitting, albeit counterintuitive. SLAKES default measurement time was sufficient for the silty clay and silt loam soils but not for the sandy loam soil. Overall, SLAKES was a useful tool for AS measurements on fine-textured soils but was less suitable for AS measurements on the coarse-textured soil.
传统的土壤集聚稳定性(AS)方法缺乏标准化协议,测量时间长。不过,相当新的 SLAKES 方法据称可以用最少的技术设备快速估算 AS。SLAKES 已在细粒土中进行了测试,但对其他类型土壤的适用性尚不清楚。本研究调查了 SLAKES 是否适用于淤泥质粘土、淤泥质壤土和砂质壤土的 AS 测量。在每次 SLAKES 测试中,将三个集料浸入蒸馏水中并成像 10 分钟。SLAKES 输出包括每个集料的解离数据和描述坍落度动态的 Gompertz 函数的三个系数。对从 SLAKES 输出中获得的四个 AS 描述因子进行了研究:测试中的平均最大滑动(aSK)、每次测量(骨料)的最大滑动(aFT,通过对 SLAKES 原始数据进行 Gompertz 函数拟合获得)、测试中各次测量的平均 aFT(a̅FT)以及每次测量 10 分钟时的滑动指数(SI600)。aSK 是 SLAKES 输出中的直接描述符,而 aFT、a̅FT 和 SI600 则是间接描述符。SI600 是最受欢迎的 SLAKES AS 描述因子,因为它是一个计算参数,而且在检测所有土壤类型的 AS 状态时非常灵敏。从 SLAKES 原始数据和拟合结果来看,砂质壤土最稳定,尽管这与直觉相反。SLAKES 的默认测量时间对淤泥质粘土和粉砂质壤土来说足够了,但对砂质壤土来说却不够。总体而言,SLAKES 是对细粒土壤进行 AS 测量的有用工具,但对粗粒土壤的 AS 测量则不太适用。
{"title":"Exploratory assessment of the SLAKES method to characterize aggregate stability across diverse soil types","authors":"Diana Vigah Adetsu, Emmanuel Arthur, Yuting Fu, Wim Cornelis, Mathieu Lamandé","doi":"10.1002/saj2.20674","DOIUrl":"10.1002/saj2.20674","url":null,"abstract":"<p>Classical soil aggregate stability (AS) methods lack standardized protocols and require long measurement times. However, the fairly new SLAKES method purportedly allows for rapid AS estimation with minimal technical equipment. SLAKES has been tested on fine-textured soils but its suitability for other soil types is unknown. This study investigated SLAKES’ suitability for AS measurements on silty clay, silt loam, and sandy loam soils. For each SLAKES test, three aggregates were immersed in distilled water and imaged for 10 min. SLAKES output includes disaggregation data per aggregate and three coefficients from a Gompertz function that describe slaking dynamics. Four AS descriptors obtained from SLAKES output were investigated: the averaged maximum slaking from a test (<i>a</i><sub>SK</sub>), the maximum slaking for each measurement (aggregate) (<i>a</i><sub>FT</sub>, from fitting a Gompertz function to SLAKES raw data), the averaged <i>a</i><sub>FT</sub> for the measurements in a test (<i>a̅</i><sub>FT</sub>), and the slaking index at 10 min per measurement (SI<sub>600</sub>). The <i>a</i><sub>SK</sub> is a direct descriptor included in the SLAKES output, while <i>a</i><sub>FT</sub>, <i>a̅</i><sub>FT,</sub> and SI<sub>600</sub> are indirect descriptors. The SI<sub>600</sub> was the most preferred SLAKES AS descriptor since it is a calculated parameter and due to its sensitivity in detecting AS status among all soil types. The sandy loam soil was the most stable from both the raw SLAKES data and fitting, albeit counterintuitive. SLAKES default measurement time was sufficient for the silty clay and silt loam soils but not for the sandy loam soil. Overall, SLAKES was a useful tool for AS measurements on fine-textured soils but was less suitable for AS measurements on the coarse-textured soil.</p>","PeriodicalId":101043,"journal":{"name":"Proceedings - Soil Science Society of America","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/saj2.20674","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140608886","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Fengxian Chen, Liqiong Yang, Xijuan Chen, Jie Zhuang
Traditional methods for assessing bacterial transport in soil or permeable sand aquifers, such as flow-through experiments, breakthrough curve (BTC), and retention profile (RP) analysis, face challenges due to their complexity and the labor-intensive nature of in situ implementations. This study seeks to address the question: How can the transport behavior of bacteria in soil be predicted in a simpler and more cost-effective manner using RPs? We introduce an RP method designed to overcome these challenges by utilizing soil sampling at various depths to model bacterial breakthrough behaviors with greater efficiency. By employing the one-site attachment/detachment model within the Hydrus 1D framework, our research compares the RP method (three RPs) against the conventional approach (BTC + RP), showcasing its efficacy through column experiments with bioluminescent Escherichia coli in humic acid-coated sand. The results indicate that the accuracy of RP method aligns closely with traditional methods in predicting bacterial transport. This technique allows for the use of solid samples collected from a limited number of depths to predict breakthrough behaviors accurately, making it suitable for evaluating bacterial transport in settings such as farmlands, contaminated lands, riverbanks, and soil aquifer treatment systems. Our findings underscore the RP method's role in streamlining experimental procedures and its potential application in environmental science and agronomy.
评估细菌在土壤或透水性砂质含水层中迁移的传统方法(如流经实验、突破曲线 (BTC) 和滞留剖面 (RP) 分析)因其复杂性和现场实施的劳动密集型而面临挑战。本研究旨在解决这一问题:如何利用 RP 以更简单、更具成本效益的方式预测细菌在土壤中的迁移行为?我们介绍了一种 RP 方法,旨在利用不同深度的土壤取样来更高效地模拟细菌突破行为,从而克服这些挑战。通过在 Hydrus 1D 框架内采用单点附着/附着模型,我们的研究将 RP 方法(三种 RP)与传统方法(BTC + RP)进行了比较,并通过腐植酸涂层砂中的生物发光大肠杆菌柱实验展示了其功效。结果表明,在预测细菌迁移方面,RP 方法的准确性与传统方法非常接近。该技术允许使用从有限深度采集的固体样本来准确预测突破行为,因此适用于评估农田、受污染土地、河岸和土壤含水层处理系统等环境中的细菌迁移。我们的研究结果强调了 RP 方法在简化实验程序方面的作用及其在环境科学和农学领域的潜在应用。
{"title":"Estimating bacterial breakthrough behaviors based on bacterial retention profiles in porous media","authors":"Fengxian Chen, Liqiong Yang, Xijuan Chen, Jie Zhuang","doi":"10.1002/saj2.20673","DOIUrl":"10.1002/saj2.20673","url":null,"abstract":"<p>Traditional methods for assessing bacterial transport in soil or permeable sand aquifers, such as flow-through experiments, breakthrough curve (BTC), and retention profile (RP) analysis, face challenges due to their complexity and the labor-intensive nature of in situ implementations. This study seeks to address the question: How can the transport behavior of bacteria in soil be predicted in a simpler and more cost-effective manner using RPs? We introduce an RP method designed to overcome these challenges by utilizing soil sampling at various depths to model bacterial breakthrough behaviors with greater efficiency. By employing the one-site attachment/detachment model within the Hydrus 1D framework, our research compares the RP method (three RPs) against the conventional approach (BTC + RP), showcasing its efficacy through column experiments with bioluminescent <i>Escherichia coli</i> in humic acid-coated sand. The results indicate that the accuracy of RP method aligns closely with traditional methods in predicting bacterial transport. This technique allows for the use of solid samples collected from a limited number of depths to predict breakthrough behaviors accurately, making it suitable for evaluating bacterial transport in settings such as farmlands, contaminated lands, riverbanks, and soil aquifer treatment systems. Our findings underscore the RP method's role in streamlining experimental procedures and its potential application in environmental science and agronomy.</p>","PeriodicalId":101043,"journal":{"name":"Proceedings - Soil Science Society of America","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140608890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}