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多因素土壤墒情预测模型DA-LSTM-soil构建 被引量:1
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作者 车银超 郑光 +3 位作者 熊淑萍 张明天 马新明 席磊 《河南农业大学学报》 北大核心 2025年第4期698-710,共13页
【目的】针对土壤墒情预测时特征因素复杂、预测精度不佳的问题,构建多因素土壤墒情预测模型DA-LSTM-soil,提高土壤墒情预测精度。【方法】以包含10个特征的气象和土壤时序数据作为输入,采用LSTM网络为基本单元,构建Encoder-Decoder网... 【目的】针对土壤墒情预测时特征因素复杂、预测精度不佳的问题,构建多因素土壤墒情预测模型DA-LSTM-soil,提高土壤墒情预测精度。【方法】以包含10个特征的气象和土壤时序数据作为输入,采用LSTM网络为基本单元,构建Encoder-Decoder网络结构,分别引入特征和时间两个注意力模块。利用河南省许昌市2020—2021年冬小麦生长过程中物联网监测站的气象、土壤数据集,对DA-LSTM-soil模型进行训练和测试。同时,利用DA-LSTM-soil模型对河南省4个不同土壤类型的小麦种植区的数据集进行预测。【结果】对比试验表明,相较于LSTM、CNN-LSTM、CNN-LSTM-attention、LSTM-attention等深度学习模型,DA-LSTM-soil模型在S_(RME)、S_(ME)、A_(ME)、R^(2)评价指标更优,分别达到0.1764、0.0311、0.0466、0.9938。消融试验显示,时间注意力对模型性能的提升高于特征注意力。对时间步的试验显示,用过往3000 min的数据进行预测时,模型性能最佳;模型精度随着预测时长的增加有所下降,然而在5000 min内,决定系数R2仍保持在0.7以上。【结论】利用注意力机制,DA-LSTMsoil模型在Encoder前计算不同气象和土壤因素对墒情影响的权重,在Decoder前计算数据的时序对墒情预测的权重,双阶段注意力机制在特征提取和权重分配方面的作用显著,使模型具有更好的预测性能和泛化能力,可以为田块尺度麦田土壤墒情预测提供技术依据。 展开更多
关键词 麦田 土壤墒情预测 时序数据 长短期记忆网络 注意力机制
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Influence of ultrafine cement on cement-soil in peat soil environment of Dianchi Lake
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作者 CAO Jing SUN Huafeng +5 位作者 HUANG Siyang KONG Cheng LIU Fangyi LIU Fuhua TIAN Lin ZHU Weiming 《土木与环境工程学报(中英文)》 北大核心 2025年第2期1-12,共12页
Treatment of peat soil foundation in Yunnan surrounding Dianchi and Erhai Lakes poses complex problems for engineering projects.It is insufficient to rely on ordinary cement to reinforce peat soil.In order to make the... Treatment of peat soil foundation in Yunnan surrounding Dianchi and Erhai Lakes poses complex problems for engineering projects.It is insufficient to rely on ordinary cement to reinforce peat soil.In order to make the reinforcement reliable,this experiment mixed(ultrafine cement)UFC into ordinary cement to form a composite solidify agent.This study aimed to analyze the influence of UFC proportion on the strength of cement-soil in the peat soil environment.Unconfined compressive strength(UCS)and scanning electron microscope(SEM)tests were conducted on samples soaked for 28 and 90 days,respectively.The test results show that without considering the effects of Humic Acid(HA)and Fulvic Acid(FA),incorporating UFC can significantly improve the UCS of cement-soil.The rapid hydration of the fine particles generates a large number of cementitious products,improves the cohesion of the soil skeleton,and fills the pores.However,when the proportion of UFC increases,the aggregate structure formed by a larger quantity of fine particles reduces the hydration rate and degree of cement hydration,making the UCS growth rate of cement-soil insignificant.In the peat soil environment,HA significantly weakened the UCS of cement-soil in both physical and chemical aspects.However,UFC can mitigate the adverse effect of HA on cement-soil by its small particle size,high surface energy,and solid binding ability.In addition,FA has a positive effect on the UCS of cement-soil soaked for 28 days and 90 days.The UFC addition could promote the enhancement effect of FA on cement-soil UCS.SEM test results showed that cement hydration products increased significantly with the increase of UFC proportion,and cementation between hydration products and soil particles was enhanced.The size and connectivity of cement-soil pores were significantly reduced,thereby improving cement-soil structural integrity. 展开更多
关键词 peat soil environment ultrafine cement(UFC) cement-soil strength test MICROSTRUCTURE
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A rapid soil DNA extraction method applied to field detection
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作者 YAN Jingying NI Liang +1 位作者 LI Kunfeng SHEN Xingyu 《浙江大学学报(农业与生命科学版)》 北大核心 2025年第4期586-595,共10页
Soil DNA extraction,such as microbial community analysis and gene drift detection,is an important basis for multiple analyses in different fields.Nevertheless,the soil DNA extraction methods for field detection are st... Soil DNA extraction,such as microbial community analysis and gene drift detection,is an important basis for multiple analyses in different fields.Nevertheless,the soil DNA extraction methods for field detection are still lacking.This study established a rapid soil DNA extraction(RSDE)method that can be used in field detection.In this method,we first utilized the optimized lysate to isolate DNA from soil and then used a filtration membrane and a DNA adsorption membrane to purify the DNA via the column method.Moreover,we used the pressure from the syringe instead of the conventional centrifugal force of the centrifuge to assist the sample filtration,resulting in very low requirements for this method,with an extraction time of less than 20 min.Furthermore,we demonstrated that the RSDE method was applicable for DNA extraction from different types of soils,with the demand for soil samples as low as 0.1 g and that the amount of obtained DNA was,to some extent,greater than that obtained by a commercial kit.Further analysis revealed that this extracted genomic DNA can be used directly for polymerase chain reaction(PCR)analysis,including ordinary PCR,real-time fluorescent quantitative PCR,and recombinase polymerase amplification(RPA)-CRISPR/Cas12a visual assays.In addition,we demonstrated that this method can be used to extract DNA from residual plant roots in addition to soil microbes,which lays a foundation for the comprehensive analysis of soil plants and microorganisms.In summary,the RSDE method proposed in this study may have wide application prospects. 展开更多
关键词 soil DNA DNA extraction field detection polymerase chain reaction recombinase polymerase amplification(RPA)-CRISPR/Cas12a
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Enhanced Phytoextraction of Cd and Cu in Ricinus communis L.with Chelators Related to Metal Concentrations in Soil Pore Water
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作者 Guo Jinghua Wang Shuifeng 《Journal of Northeast Agricultural University(English Edition)》 2025年第1期19-26,共8页
Cadmium(Cd)or excess copper(Cu)has a great impact in terms of toxicity on living organisms as it severely affects crop growth,yield and food security;thus,warranting appropriate measures for the remediation of Cd or C... Cadmium(Cd)or excess copper(Cu)has a great impact in terms of toxicity on living organisms as it severely affects crop growth,yield and food security;thus,warranting appropriate measures for the remediation of Cd or Cu polluted soils.Phytoextraction of heavy metal(HM)using tolerant plants along with organic chelators has gained global attention,and this study provided further insights into this issue.Pot experiments were performed to evaluate the effects of different types of chelators[ethylenediamine tetraacetic acid(EDTA),ethylenediamine disuccinic acid(EDDS)and citric acid(CA)]to improve the phytoextraction capacity of Ricinus communis L.for the metals Cd and Cu.Contaminated soil from a copper smelter was used in this study.A rhizon soil sampler was used to determine the metal concentrations in soil pore water.The results indicated that R.communis was an adequate candidate for chelator induced phytoextraction under the experimental conditions and that EDDS would be a good candidate chelator for the phytoextraction of Cu in soils.EDTA addition obviously improved the uptake of Cd and Cu in R.communis;however,it posed the greatest risk because the concentration of HMs in soil pore water was very high even after 40 days.Compared with EDTA and EDDS,CA had few effects on Cd or Cu uptake in R.communis.Linear relationships between the metal uptake in R.communis shoots and the maximum HM concentrations in soil pore water under HM,2.5,5,and 10 mmol·kg^(-1) treatments were typically observed.From the results of this study,it could be concluded that EDDS treatments played a promising role in increasing the uptake of Cd or Cu and reducing its phytotoxicity.EDDS application could be an effective approach for the phytoextraction of Cd or Cu from polluted soils by growing Ricinus communis L. 展开更多
关键词 environmental science soil contamination PHYTOREMEDIATION Ricinus communis L. CHELATOR
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A review on dissolved organic matter derived from biochar in soil:Characterizations,interaction with pollutants,and transformation
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作者 ZHANG Xiu-xiu NAN Hong-yan +2 位作者 LIU Gong-gang SHOW Pau-Loke WANG Chong-qing 《Journal of Central South University》 2025年第1期122-148,共27页
Biochar-derived dissolved organic matter(BCDOM),an essential component of biochar,plays a vital role in regulating the physicochemical and biological properties of soils during biochar application.However,the influenc... Biochar-derived dissolved organic matter(BCDOM),an essential component of biochar,plays a vital role in regulating the physicochemical and biological properties of soils during biochar application.However,the influence of BCDOM on soil organisms has not been clearly explained.Hence,this review aims to discuss the factors affecting BCDOM and its interaction with soil substances including organic pollutants,heavy metals,and microorganisms.Results displayed that the quantity of BCDOM ranges from 0.17 to 37.03 mg/g,which was influenced by feedstock,preparation methods of biochar,and extraction methods.With the decrease in lignin content of feedstocks,carbonization temperature,and acidity of extraction solution,the content of BCDOM increased.Through complexation and adsorption,protein-like components in BCDOM interact with heavy metals,promoting the adsorption and immobilization of heavy metals onto biochar.Furthermore,BCDOM enhances the adsorption of organic pollutants by biochar throughπ−πinteractions,hydrogen bonding,and redox processes.More importantly,BCDOM promotes plant growth by enhancing microbial activities,providing nutrients,and improving soil properties.However,the transport and fate of BCDOM in soil have not been well studied,and more researches are needed to explore the interaction mechanisms between BCDOM and soil organisms. 展开更多
关键词 BIOCHAR dissolved organic matter heavy metals organic contaminants soil
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Soil remediation potential of illite and Na-MMT for As and H_(3)AsO_(3) adsorption:Insights of ab initio calculations
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作者 LIU Zi-rou XU Xin-hang +2 位作者 ARMAGHANI Danial Jahed SPAGNOLI Dino QI Chong-chong 《Journal of Central South University》 2025年第5期1822-1837,共16页
Understanding the adsorption behavior of heavy metals and metalloids on clay minerals is essential for remediating heavy metal-contaminated soils.The adsorption of heavy metals and metalloids on illite(001)and sodium ... Understanding the adsorption behavior of heavy metals and metalloids on clay minerals is essential for remediating heavy metal-contaminated soils.The adsorption of heavy metals and metalloids on illite(001)and sodium montmorillonite(Na-MMT)(001)surfaces was investigated using first-principles calculations in this study,especially As atom and H_(3)AsO_(3) molecule.The adsorption energies of the As atom were−1.94 eV on the illite(001)and−0.56 eV on the Na-MMT(001),whereas,the adsorption energies of the H_(3)AsO_(3) molecule were−1.40 eV on illite(001)and−1.01 eV on Na-MMT(001).The above results indicate that the adsorption was more energetically favorable on illite(001).Additionally,compared to Na-MMT(001),there were more significant interactions between the atoms/molecules on the illite(001).After As atom and H_(3)AsO_(3) molecule adsorption,the electrons were transferred from mineral surface atoms to the adsorbates on both illite(001)and Na-MMT(001)surfaces.Moreover,the adsorption of As atom on illite(001)and Na-MMT(001)surfaces were more energy favorable compared to Hg,Cd,and Cr atoms.Overall,this work provides new insights into the adsorption behavior of As atoms and As molecules on illite and Na-MMT.The results indicate that illite rich soils are more prone to contamination by arsenic compared to soils primarily composed of Na-MMT minerals. 展开更多
关键词 soil contamination clay minerals ADSORPTION ab initio calculation ARSENIC
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Interfacial thermal contact model for consolidation of multilayered saturated soils subjected to time-dependent heating and loading
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作者 TANG Ke-jie WEN Min-jie +4 位作者 TU Yuan WU Wen-bing XIE Jia-hao LIU Kai-fu WU Da-zhi 《Journal of Central South University》 2025年第6期2239-2255,共17页
Heat transfers at the interface of adjacent saturated soil primarily through the soil particles and the water in the voids.The presence of water induces the contraction of heat flow lines at the interface,leading to t... Heat transfers at the interface of adjacent saturated soil primarily through the soil particles and the water in the voids.The presence of water induces the contraction of heat flow lines at the interface,leading to the emergence of the thermal contact resistance effect.In this paper,four thermal contact models were developed to predict the thermal contact resistance at the interface of multilayered saturated soils.Based on the theory of thermal-hydro-mechanical coupling,semi-analytical solutions of thermal consolidation subjected to time-dependent heating and loading were obtained by employing Laplace transform and its inverse transformation.Thermal consolidation characteristics of multilayered saturated soils under four different thermal contact models were discussed,and the effects of thermal resistance coefficient,partition thermal contact coefficient,and temperature amplitude on the thermal consolidation process were investigated.The outcomes indicate that the general thermal contact model results in the most pronounced thermal gradient at the interface,which can be degenerated to the other three thermal contact models.The perfect thermal contact model overestimates the deformation of the saturated soil during the thermal consolidation.Moreover,the effect of temperature on consolidation properties decreases gradually with increasing interfacial contact thermal resistance. 展开更多
关键词 multilayered saturated soils thermal consolidation thermal contact resistance time-dependent loading Laplace transform
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Simultaneous influences of nanomaterial and fiber reinforcement on enhancing the mechanical performance of geopolymer stabilized soft clayey soils
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作者 KHOSRAVI Hassan GOODARZI Amir Reza LAJEVARDI Seyed Hamid 《Journal of Central South University》 2025年第2期597-623,共27页
This study was designed to enhance the soft clayey soil treatment effects using an innovative mechanochemically activated geopolymer(GP)through the optimized inclusion of nano-metakaolin(NM)and polypropylene fiber.The... This study was designed to enhance the soft clayey soil treatment effects using an innovative mechanochemically activated geopolymer(GP)through the optimized inclusion of nano-metakaolin(NM)and polypropylene fiber.The study also investigated the possible improvements in the binding ability of GP stabilization under different curing regimes.To this end,binders including lime alone,LG(slag-based geopolymer),LGNM(nano-modified LG with NM)and LGNMF(LGNM/fiber)mixture were separately added to soft soil samples.The fabricated composites were then subjected to a set of macro and micro level tests.The results indicated that,adding LG binary with a 20%NM replacement can lead to a significant increase(by nearly 21 times)in soil strength and a remarkable decline(about 70%)in the compression index.In fact,NM can play a great role in accelerating the rate of hydration reactions and forming a densely packed fabric,which staggeringly improve the soil hydromechanical attributes.It was also observed that raising the curing temperature will effectively augment the polymerization kinetics,leading to a substantial increase(~2 times)in the soil solidification process.However,the stabilized composites containing NM may reveal a brittle nature under more intense stress.Such a potential drawback seems to be resolved by the integration of fibers within the matrix.LGNM combined with fiber would boost(≥10 times)the energy absorption capacity of the soil,notably enhancing its residual strength.Overall,LGNMF may not only feature a broader range of benefits(inc.economic,technical,environmental)compared to traditional binders but also promote the ductility of the GP materials. 展开更多
关键词 soft clayey soil LIME slag-based geopolymer nano-metakaolin(NM) fiber enhanced nanomodification
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Failure mechanisms and destruction characteristics of cemented coal gangue backfill under compression effect of non-uniform load 被引量:1
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作者 FENG Guo-rui GUO Wei +5 位作者 QI Ting-ye LI Zhu CUI Jia-qing WANG Hao-chen CUI Ye-kai MA Jing-kai 《Journal of Central South University》 SCIE EI CAS CSCD 2024年第8期2676-2693,共18页
Backfill mining is one of the most important technical means for controlling strata movement and reducing surface subsidence and environmental damage during exploitation of underground coal resources. Ensuring the sta... Backfill mining is one of the most important technical means for controlling strata movement and reducing surface subsidence and environmental damage during exploitation of underground coal resources. Ensuring the stability of the backfill bodies is the primary prerequisite for maintaining the safety of the backfilling working face, and the loading characteristics of backfill are closely related to the deformation and subsidence of the roof. Elastic thin plate model was used to explore the non-uniform subsidence law of the roof, and then the non-uniform distribution characteristics of backfill bodies’ load were revealed. Through a self-developed non-uniform loading device combined with acoustic emission (AE) and digital image correlation (DIC) monitoring technology, the synergistic dynamic evolution law of the bearing capacity, apparent crack, and internal fracture of cemented coal gangue backfills (CCGBs) under loads with different degrees of non-uniformity was deeply explored. The results showed that: 1) The uniaxial compressive strength (UCS) of CCGB increased and then decreased with an increase in the degree of non-uniformity of load (DNL). About 40% of DNL was the inflection point of DNL-UCS curve and when DNL exceeded 40%, the strength decreased in a cliff-like manner;2) A positive correlation was observed between the AE ringing count and UCS during the loading process of the specimen, which was manifested by a higher AE ringing count of the high-strength specimen. 3) Shear cracks gradually increased and failure mode of specimens gradually changed from “X” type dominated by tension cracks to inverted “Y” type dominated by shear cracks with an increase in DNL, and the crack opening displacement at the peak stress decreased and then increased. The crack opening displacement at 40% of the DNL was the smallest. This was consistent with the judgment of crack size based on the AE b-value, i. e., it showed the typical characteristics of “small b-value-large crack and large b-value-small crack”. The research results are of significance for preventing the instability and failure of backfill. 展开更多
关键词 cemented coal gangue backfill non-uniform load degree of non-uniformity of load failure mode crack opening displacement
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Effect of heat transfer space non-uniformity of combustion chamber components on in-cylinder soot emission formation in diesel engine
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作者 吕继组 白敏丽 +1 位作者 李晓杰 周龙 《Journal of Central South University》 SCIE EI CAS 2011年第1期271-278,共8页
Combustion chamber components (cylinder head, cylinder liner, piston assembly and oil film) are treated as a coupled body. Based on the three-dimensional numerical simulation of heat transfer of the coupled body, a ... Combustion chamber components (cylinder head, cylinder liner, piston assembly and oil film) are treated as a coupled body. Based on the three-dimensional numerical simulation of heat transfer of the coupled body, a coupled three-dimensional calculation model for the in-cylinder working process and the combustion chamber components was built with domain decomposition and boundary coupling method, in which the coupled three-dimensional simulation of in-cylindcr working process and the combustion chamber components was adopted. The simulation was applied in the influence investigation of the space non-uniformity in heat transfer among combustion chamber components on the generation of in-cylinder emissions. The results show that the space non-uniformity in heat transfer among the combustion chamber components has great influence on the generation of in-cylinder NOx emissions. The heat transfer space non-uniformity of combustion chamber components has little effect on soot formation, and far less effect on soot formation than on NOx. Under two situations of different wall temperature distributions, the soot in cylinder is different by 1.3% when exhaust valves are open. 展开更多
关键词 heat transfer space non-uniformity soot emission IN-CYLINDER DIESEL
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Overview on Soil Compaction and Sugar Beet Growth 被引量:1
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作者 ZHOU Yanli SUN Qunying +3 位作者 YU Lihua LIU Na LU Bingfu LIU Xiaoxue 《中国糖料》 2024年第4期68-77,共10页
With the advancement of agricultural mechanization,soil compaction has become a serious environmental problem.Soil compaction can increase soil bulk density and firmness,reduce porosity and permeability,and deteriorat... With the advancement of agricultural mechanization,soil compaction has become a serious environmental problem.Soil compaction can increase soil bulk density and firmness,reduce porosity and permeability,and deteriorate soil structure,ultimately inhibit sugar beet growth and reduce both root yield and sugar content.However,few farmers recognize the link between soil compaction and these adverse effects.Soil compaction has a cumulative effect,with significant differences observed in the vertical range of compaction accumulation.The most significant soil compaction occurs in the topsoil of 0-10 cm,and the influence depth can reach 70 cm,but it is small in deep soil,and the inflection point is at a soil depth of 10 cm.The degree of soil compaction is related to soil type,water content,tractor shaft load,tyre type,tyre pressure and operation speed,etc.Therefore,in the production process of sugar beet,it is advisable to avoid high-humidity operations,use low pressure tyres,reduce the number of tractor-units passes over the farmland,and implement agricultural and agronomic measures to minimize soil compaction.These practices will help protect the soil environment and ensure sustainable production of sugar beets. 展开更多
关键词 sugar beet CROP agricultural mechanization soil compaction
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An overview of soil erosion research in China through a lens of international journals
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作者 NG Sai-Leung 《中国水土保持科学》 CSCD 北大核心 2024年第6期29-40,共12页
[Background]Soil erosion,the process by which soil is eroded,transported,and deposited by external forces like wind and water,is a widespread global phenomenon with significant env ironmental and economic impacts.Over... [Background]Soil erosion,the process by which soil is eroded,transported,and deposited by external forces like wind and water,is a widespread global phenomenon with significant env ironmental and economic impacts.Over the past two decades,China's soil erosion research has made significant strides,reaching a world-class level in both quality and quantity.However,there has been a lack of comprehensive studies summarizing the overall situation and development trends in this field.This study aims to fill that gap by providing an overview of the current status and trends in China's soil erosion research.[Methods]This study employed bibliometric methods to analyze 6588 journal articles on soil erosion in China,collected from the Scopus database.The analysis focused on several key aspects,including the number of publications,subject areas,leading research institutes,funding organizations,key research themes,and patterns of international collaboration.Additionally,network maps were generated using VOSviewer to visualize the intellectual structure and connections within the research field,offering insights into how different research topics and institutes are interconnected.[Results]The findings reveal a significant increase in the number of publications since the 1980s,rising from just 4 articles in 1981 to 699 articles in 2023.While soil erosion research is multidisciplinary in nature,the most popular subject areas were“Environmental Science”“Agriculture and Biological Sciences”and“Earth and Planetary Sciences”.The Chinese Academy of Sciences is the most productive institute,with several universities and government research institutes also making substantial contributions.The primary funding source was government organizations,with the National Natural Science Foundation of China being the largest funder.Journals focusing on water and soil,ecology,and environmental sciences were the primary platforms for publishing soil erosion research in China.Catena,Science of the Total Environment,Transactions of CSAM,and Acta Ecologica Sinica were the most productive journals.Six international collaboration networks were identified in this field.There are collaboration networks in this field.The large cluster is centered on China,connecting some European Union countries.This is followed by a small cluster of commonwealth countries headed by the United Kingdom.The rest are bilateral collaborations between two countries that do not form networks.The major research themes identified were“soil erosion and land degradation”“erosion dynamics and drivers”“soil erosion process and mechanism”and“erosion monitoring technology”.Earlier research was heavily focused on topics such as“GIS”“remote sensing”“Cs-137”“landscape pattern”“vegetation restoration”“simulated rainfall”“loess plateau”and“black soil.”In contrast,recent studies have shifted towards“climate change”“ecosystem services”“soil erodibility”“gully erosion”and“RUSLE”.[Conclusions]This study offers a comprehensive overview of China's soil erosion research,serving as a valuable resource for researchers and policy-makers interested in understanding the knowledge structure and development trends in this field.Additionally,the study highlights emerging research topics and potential areas for future exploration,thereby guiding the direction of subsequent studies in soil erosion. 展开更多
关键词 bibliometric analysis knowledge structure journal articles SCOPUS soil erosion China
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Influence of functionalized graphene on the bacterial and fungal diversity of Vicia faba rhizosphere soil
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作者 CHEN Zhi-wen REN Jing +7 位作者 QIAO Jun ZHAO Jian-guo LI Jing-wei LIU Ze-hui LI Wei-jia XING Bao-yan ZHANG Jin NIE Hui 《新型炭材料(中英文)》 SCIE EI CAS CSCD 北大核心 2024年第6期1227-1242,共16页
The effect of functionalized graphene on the growth and development of Vicia faba L.was investigated by analyzing its impact on the composition and diversity of the microbial community in rhizosphere peat soil.Seedlin... The effect of functionalized graphene on the growth and development of Vicia faba L.was investigated by analyzing its impact on the composition and diversity of the microbial community in rhizosphere peat soil.Seedlings of V.faba planted in this peat soil were treated with either distilled water(CK)or 25 mg·L^(−1)(G25)of functionalized graphene solution.Results showed that the height and root length of V.faba seedlings in the G25 group were significantly larger than those in CK group.The microbial com-munity was analyzed by amplifying and sequencing the 16S rRNA gene V_(3)-V_(4) region of bacteria and internal transcribed spacer re-gion of fungi in rhizosphere soil using Illumina MiSeq technology.Alpha and beta diversity analysis indicated that functionalized graphene increased the richness and diversity of bacteria and fungi in the V.faba rhizosphere peat soil.The abundances of three ni-trogen cycling-related bacteria,Hydrogenophaga,Sphingomonas and Nitrosomonadaceae,were also altered after treatment with the functionalized graphene.The relative abundance of Basilicum,related to soil phosphorus solubilization,decreased in the fungal com-munity,while the relative abundance of Clonostachys and Dimorphospora,which exhibited strong biological control over numerous fungal plant pathogens,nematodes and insects,increased in the soil after functionalized graphene treatment.Redundancy analysis re-vealed that the potential of hydrogen(pH),organic matter,and total phosphorus contributed the most to the changes in bacterial and fungal community composition in the rhizosphere soil.Overall,our findings suggested that the addition of functionalized graphene altered the relative abundances of nitrogen and phosphorus cycling-related microorganisms in peat soil,promoting changes in the physicochemical properties of the soil and ultimately leading to the improved growth of V.faba plants. 展开更多
关键词 Functionalized graphene Vicia faba L. Plant growth Rhizosphere soil Microbial diversity
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Effects of Biochar and Soil Organic Matter Levels on Physicochemical Properties of Mollisol and Soybean's Biomass
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作者 Zhang Shuaikun Xu Zhiyuan +4 位作者 Shi Fangfang Yang Jing Luo Xu Jiang Zhenfeng Liu Zhihua 《Journal of Northeast Agricultural University(English Edition)》 CAS 2024年第3期33-41,共9页
Long term tillage in mollisol of Northeast China has led to an inhomogeneous distribution of soil organic matter content.Biochar,a carbon material,changes the soil carbon pool and physical-chemical characteristics aft... Long term tillage in mollisol of Northeast China has led to an inhomogeneous distribution of soil organic matter content.Biochar,a carbon material,changes the soil carbon pool and physical-chemical characteristics after adding to the soil.However,the mechanism remains unclear for the relation between the soil organic matter level and biochar amount.So,the soil physical and chemical properties and soybean growth in a two-year pot experiment were detected at three levels of soil organic matter and three biochar additions(0,1%and 10%).The difference was found in two biochar application rates.The 1%biochar addition had no positive effect on the soil chemical properties based the two-year experiment.However,10%biochar application significantly increased the soil water content(8.0%-39.7%),the total porosity(9.7%-21.3%),pH(0.26-0.84 unit),organic matter content(89.0%-261.2%),and the available potassium content(29.0%-109.1%).The biomass of soybean increased by 19.4%-78.1%after biochar addition,yet,the soil bulk density reduced at the range of 12.6%-26.0%by 10%biochar addition.Only the 100-grain weight was correlated to the interaction of biochar and the native soil organic matter.All the indicators showed that the interaction between biochar and soil organic matter level was weak in mollisol.The effects of biochar on the physical-chemical properties relied on its amount.When biochar is applied to the soil,the amount of biochar should be considered rather than the native soil organic matter level. 展开更多
关键词 BIOCHAR soil organic matter bulk density available nutrient
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Effects of ecological soil and water conservation measures on soil erosion control in China’s typical regions:A meta-analysis
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作者 LI Mingming XU Guangzhi +2 位作者 YANG Kaicheng DAI Fuqiang ZHOU Ping 《中国水土保持科学》 CSCD 北大核心 2024年第6期163-175,共13页
[Background]As one of the most serious environmental issues in the world,soil erosion causes water pollution,reservoir siltation,soil productivity decline,thus threatens agricultural systems and even affects global cl... [Background]As one of the most serious environmental issues in the world,soil erosion causes water pollution,reservoir siltation,soil productivity decline,thus threatens agricultural systems and even affects global climate.The benefits of ecological soil and water conservation measures(ESWCMs,such as micro basins tillage and contour tillage)are widely understood,including runoff and soil loss reducing to a certain extent when compared with traditional tillage.While few studies have focused on China’s different soil types and erosion characteristics.[Methods]We reviewed literature from Web of Science,Scopus,and China National Knowledge Infrastructure using terms like“Conservation practice”“Contour tillage”“Runoff”“Sediment”“Erosion”and“China”and retained literatures based on criteria such as natural or simulated precipitation,runoff or soil loss data,reported replications and statistics,recorded factors like location and slope,and at least two data pairs per group.Ultimately,49 literatures were selected to quantify the impacts on different ESWCMs and identify the slope and precipitation for the greatest runoff and sediment reduction by calculating the log response ratio(LRR).[Results]The three regions’soil and water conservation benefits varied due to the differences in climate,terrain,and soil properties:1)ESWCMs applied in the black soil region of Northeast China were the most effective in reducing runoff and soil loss(66.65%runoff and 75.83%sediment),followed by those applied in the purple soil region of Southwest China(39.98%runoff and 58.30%sediment)and loess soil region of Northwest China(16.36%runoff and 32.44%sediment).2)Micro basins tillage(MBT)(71.79%runoff and 87.03%sediment)no-tillage with mulch(NTM)(17.30%runoff and 32.51%sediment),collecting soil to form a ridge with no-till(CSNT)(55.78%runoff and 71.36%sediment reduction)were the most efficient soil and water conservation measures in controlling water erosion in the black soil of Northeast China,the loess soil region of Northwest China and the purple soil region of Southwest China,respectively.3)The slope gradients ranged from 0-3°,>3°-5°and>10°-15°(0-3°:97.09%;>3°-5°:74.62%;and>10°-15°:39.41%)caused the largest reduction of runoff in the black soil region of Northeast China,the loess soil region of Northwest China,and the purple soil region of Southwest China.Meanwhile,the effects of sediment reduction were the most obvious,ranging from 0-3°,>10°-15°,and>20°-25°(0-3°:89.32%;>10°-15°:75.94%;and>20°-25°:67.25%).4)The effect of ESWCMs under rainstorms was the most obvious in the black soil region of Northeast China.The effect on runoff reduction under light rain in the purple soil region of Southwest China was the most obvious,but it failed to pass the significance test in sediment reduction.[Conclusions]The results provided optimal conservation tillage measures for three regions,different slopes and different rainfalls,and provided data support for reducing regional soil and water loss in China. 展开更多
关键词 ecological soil and water conservation measures RUNOFF SEDIMENT water erosion region
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Effects of Biostimulant NEAU10 on Growth of Rice Seedlings and Soil Physicochemical Parameters
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作者 Ding Wei Pang Yingjie Cheng Zhuo 《Journal of Northeast Agricultural University(English Edition)》 CAS 2024年第2期13-23,共11页
The process of rice(Oryza sativa L.)seedling cultivation is often subjected to adverse environmental stress.Biostimulants regulate the robust growth of rice seedlings and play a crucial role in promoting the green and... The process of rice(Oryza sativa L.)seedling cultivation is often subjected to adverse environmental stress.Biostimulants regulate the robust growth of rice seedlings and play a crucial role in promoting the green and ecological development of agriculture.In this study,1.0 and 2.0 g•m^(-2) of the biostimulant were applied to soil in rice seedbeds.Growth indicators of rice,antioxidant enzyme activities and soil physicochemical characteristics were assessed at the 2.5-leaf and 4-leaf stages of rice.The results indicated that applying 2.0 g•m^(-2) of the biostimulant at both the 2.5-leaf and 4-leaf stages had the most significant promoting effect on rice growth.At the 2.5-leaf and 4-leaf stages,the number of fibrous roots increased by 23.43%and 22.25%,stem base width increased by 19.05%and 19.58%,above ground dry weight increased by 18.09%and 16.47%,root dry weight increased by 19.67%and 18.28%,leaf peroxidase(POD)activity increased by 34.44%and 42.94%,superoxide dismutase(SOD)activity increased by 37.24%and 56.79%,malondialdehyde(MDA)content decreased by 18.60%and 27.67%,and chlorophyll content increased significantly by 28.31%and 34.24%,respectively.At the 4-leaf stage of rice,urease,phosphatase and cellulase activities in the seedbed soil increased by 42.13%,25.96%and 33.59%,respectively,while soil alkaline nitrogen,available phosphorus and available potassium content decreased by 19.76%,19.02%and 17.88%,respectively.The application of biostimulants played a crucial role in promoting the growth of rice seedlings and enhancing soil nutrient absorption. 展开更多
关键词 biostimulant rice seedling growth indicator soil enzyme activity nutrient element
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Prediction on compression indicators of clay soils using XGBoost with Bayesian optimization
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作者 WU Hong-tao ZHANG Zi-long Daniel DIAS 《Journal of Central South University》 CSCD 2024年第11期3914-3929,共16页
The determination of the compressibility of clay soils is a major concern during the design and construction of geotechnical engineering projects.Directly acquiring precise values of compression indicators from consol... The determination of the compressibility of clay soils is a major concern during the design and construction of geotechnical engineering projects.Directly acquiring precise values of compression indicators from consolidation tests is cumbersome and time-consuming.Based on experimental results from a series of index tests,this study presents a hybrid method that combines the extreme gradient boosting(XGBoost)model with the Bayesian optimization strategy to show the potential for achieving higher accuracy in predicting the compressibility indicators of clay soils.The results show that the proposed XGBoost model selected by Bayesian optimization can predict compression indicators more accurately and reliably than the artificial neural network(ANN)and support vector machine(SVM)models.In addition to the lowest prediction error,the proposed XGBoost-based method enhances the interpretability by feature importance analysis,which indicates that the void ratio is the most important factor when predicting the compressibility of clay soils.This paper highlights the promising prospect of the XGBoost model with Bayesian optimization for predicting unknown property parameters of clay soils and its capability to benefit the entire life cycle of engineering projects. 展开更多
关键词 machine learning clay soils compression indicators XGBoost Bayesian optimization
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Review of wastewater treatment technologies,soil and water conservation measures in nuclear power plants,and inspirations to Fukushima accident
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作者 WANG Chu NIU Jianzhi +2 位作者 LUN Xiaoxiu ZHANG Linus BERNDTSSON Ronny 《中国水土保持科学》 CSCD 北大核心 2024年第6期10-28,193-200,共27页
[Background]The previous studies suggest that radioactive elements like Cs and Sr may adversely affect marine ecosystems and the fishing industry.Traditional treatment systems for radioactive wastewater like the Advan... [Background]The previous studies suggest that radioactive elements like Cs and Sr may adversely affect marine ecosystems and the fishing industry.Traditional treatment systems for radioactive wastewater like the Advanced Liquid Processing System(ALPS)and Kurion have faced challenges in limiting concentration and achieving safety criteria.Studies suggest potential long-term impacts on benthic organisms and seafood networks due to radioactive elements like Cs and Sr from the discharged radioactive wastewater,which may hinder post-disaster recovery and provoke economic losses in the fishing industry both domestically and internationally.A series of studies indicate that there are issues of Cs and Sr pollution migration in soil and water conservation in Fukushima.[Methods]To provide feasible solutions,the main article includes five nuclear wastewater treatment technologies,and soil and water conservation measures for different media(water and soil)were evaluated through reviewing the previous fifteen years'articles.To provide feasible solutions,the main articles,the phytoextraction technologies in Cs and Sr treatment within different land use areas were wildly analyzed(Camellia japonica,Arabidopsis halleri and other local species).[Results]1)A 99.9%removal rate for Cs^(+)and 99.5%for Sr^(2+)was achieved by the KFe[Fe(CN)_(6)]and BaSO_(4)co-precipitation method.2)For membrane filtration,Sr^(2+)and Cs^(+)were removed using metal-organic framework(MOF/graphene oxide)and ion exchange techniques using inorganic materials like titanosilicates.The absorption efficiency of membrane filtration for Sr^(2+)and Cs^(+)was at least 92%and 94%,respectively.The study analyzed soil and water conservation technologies in different land uses,river basins and catchments.3)The underground water treatment mainly were completed via the membrance technologies like reverse osmosis and Permeable Reactive Barriers(PRB)technologies.The ^(90) Sr concentration decreased 77%-91%compared to the initial concentration by PRB technology.These diverse methods offered effective strategies for radioactive wastewater treatment,especially the co-precipitation method may be feasible remediation measures to ensure ecological safety surrounding nuclear power utilizing areas.Soil and water conservation measures for soil pollution treatment mainly focused on the use of stabilizers to hinder the migration of Cs and Sr in the soil and the effects of wind erosion such as interpolyelectrolyte complexes.[Conclusions]We evaluated the pollution of Cs and Sr in the Fukushima nuclear radiation soil and water to provide solutions for the treatment of nuclear wastewater and to prevent radionuclide pollutants from migrating into the soil and water. 展开更多
关键词 Fukushima nuclear power accident nuclear wastewater treatment environmental strategy soil and water conservation technologies
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配方施肥对薄壳山核桃生长及土壤性状的影响 被引量:5
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作者 杜洋文 周倩 +2 位作者 杜拾平 程军勇 张荣洋 《西南大学学报(自然科学版)》 CAS 北大核心 2025年第1期178-188,共11页
为探索薄壳山核桃幼林生长发育的适宜施肥配方,采用氮、磷、钾3因素4水平16个处理的正交试验设计,探究不同施肥配方对薄壳山核桃幼林生长、土壤酶活性、土壤养分含量及叶片矿质养分含量的影响。结果表明:影响幼林树高和茎粗增长量大小... 为探索薄壳山核桃幼林生长发育的适宜施肥配方,采用氮、磷、钾3因素4水平16个处理的正交试验设计,探究不同施肥配方对薄壳山核桃幼林生长、土壤酶活性、土壤养分含量及叶片矿质养分含量的影响。结果表明:影响幼林树高和茎粗增长量大小的肥料主次顺序为:尿素、氯化钾、过磷酸钙,最优水平组合为:尿素0.45 kg/株+过磷酸钙1.71 kg/株+氯化钾0.28 kg/株;影响叶片氮、磷、钾含量高低的肥料主次顺序为:氯化钾、尿素、过磷酸钙,最优水平组合为:尿素0.11 kg/株+过磷酸钙0.85 kg/株+氯化钾0.46 kg/株;影响土壤有效氮、磷、钾及有机质含量高低的肥料主次顺序为:尿素、氯化钾、过磷酸钙,最优水平组合为:尿素0.33 kg/株+过磷酸钙1.28 kg/株+氯化钾0.28 kg/株;影响土壤酶活性高低的肥料主次顺序为:尿素、过磷酸钙、氯化钾,最优水平组合为:尿素0.22 kg/株+过磷酸钙0.85 kg/株+氯化钾0.28 kg/株。树高和茎粗增长量与叶片全氮和全磷含量存在显著负相关,土壤蔗糖酶与土壤有效氮、磷、钾存在显著正相关。总体上,对薄壳山核桃幼林生长发育影响的肥料主次顺序为:尿素、氯化钾、过磷酸钙,最优施肥水平组合为尿素0.45 kg/株+过磷酸钙0.85 kg/株+氯化钾0.28 kg/株。 展开更多
关键词 配方施肥 薄壳山核桃 生长 土壤酶 土壤养分 叶片养分
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果园生草与施用土壤调理剂对酸化梨园土壤质量及梨产量品质的影响 被引量:2
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作者 孙涛 郭兵 +5 位作者 管西林 姚利 赵自超 张玉凤 李彦 高新昊 《山东农业科学》 北大核心 2025年第2期97-104,共8页
施用土壤调理剂和果园生草是改善酸化果园土壤质量、提升果品产量和品质的有效措施。本研究在胶东半岛酸化秋月梨园开展2年大田试验,设置农民习惯施肥(CK)、农民买惯施肥+施用硅钙钾镁肥土壤调理剂1500 kg/hm^(2)(T1)、农民买惯施肥+果... 施用土壤调理剂和果园生草是改善酸化果园土壤质量、提升果品产量和品质的有效措施。本研究在胶东半岛酸化秋月梨园开展2年大田试验,设置农民习惯施肥(CK)、农民买惯施肥+施用硅钙钾镁肥土壤调理剂1500 kg/hm^(2)(T1)、农民买惯施肥+果园生草(T2)、农民买惯施肥+施用硅钙钾镁肥土壤调理剂+果园生草(T3)4个处理,研究施用硅钙钾镁肥土壤调理剂和果园生草对酸化果园土壤质量、秋月梨产量品质的影响。结果表明:酸化梨园施用硅钙钾镁肥土壤调理剂和果园生草可显著改善土壤环境,与CK相比,T1、T2和T3处理0~20 cm土层土壤pH值分别提高0.60、0.56个和0.81个单位,土壤有机质含量分别增加12.34%、12.94%和26.65%,土壤脲酶、过氧化氢酶、β-葡萄糖苷酶和磷酸酶活性均有提高;酸化果园施用硅钙钾镁肥或果园生草对秋月梨产量均无显著影响,但能明显改善秋月梨品质。施用硅钙钾镁肥土壤调理剂结合果园生草(T3)在秋月梨产量、品质和土壤质量方面存在显著交互作用。与CK相比,2022年和2023年T3处理秋月梨产量分别显著增加12.15%和7.22%,显著增加秋月梨可溶性糖、维生素C含量。综上所述,酸化果园施用硅钙钾镁肥土壤调理剂结合果园生草可显著增加秋月梨产量和品质,并显著改善土壤质量。 展开更多
关键词 土壤酸化梨园 土壤调理剂 生草 土壤质量 产量 品质
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