Soybean meal(SBM)prepared by soybean crushing is the most popular protein source in the poultry and livestock industries(Cai et al.,2015)due to its economic manufacture,high protein content,and good nutritional value....Soybean meal(SBM)prepared by soybean crushing is the most popular protein source in the poultry and livestock industries(Cai et al.,2015)due to its economic manufacture,high protein content,and good nutritional value.Despite these benefits,SBM contains various antigen proteins such as glycinin andβ-conglycinin,which account for approximately 70%of the total proteins of the SBM and reduce digestibility and damage intestinal function(Peng et al.,2018).展开更多
Maize/soybean intercropping systems are commonly used in developing countries,but few studies have been performed to elucidate the differences in nutrient efficiency and rhizosphere microbiome,especially when maize is...Maize/soybean intercropping systems are commonly used in developing countries,but few studies have been performed to elucidate the differences in nutrient efficiency and rhizosphere microbiome,especially when maize is intercropped with different soybean varieties.In this study,field experiments were conducted to compare the growth and yield of two soybean(Glycine max)varieties,BD2 and YC03-3,and one maize(Zea mays)variety,Huazhen,in mono-cropped and intercropped cultures.The plant biomass and N content of both crops in BD2/maize intercropping were significantly improved compared to their monoculture,but no such effects were observed in the plants of YC03-3/maize intercropping.The yield of BD2 intercropped with maize exhibited a 37.5%increment above that of BD2 in monoculture.Moreover,19.2-29.1%longer root length of maize and 19.0-39.4%larger root volume of BD2 were observed in BD2/maize intercropping than in monoculture,but no growth advantage was observed in YC03-3/maize intercropping.Maize showed root avoidance when intercropped with BD2,but space competition when intercropped with YC03-3.16S rRNA amplicon sequencing showed that compared with the monoculture system,rhizobacteria community composition in BD2/maize intercropping changed more significantly than that of the YC03-3/maize intercropping system.In BD2/maize intercropping,most of the rhizobacteria community biomarker bacteria of BD2 were positively correlated with plant biomass,as well as plant P and N content.Maize tended to recruit Rhizobiales and Proteobacteria,which showed positive correlation with plant biomass and N content,respectively,as well as soil available N.In conclusion,soybean varieties determined the advantages of maize/soybean intercropping through root-root interactions and modification of rhizobacteria communities.Our insight emphasizes a linkage between root traits and the rhizobacteria community,which shows the importance of optimizing intercropping systems by selection of appropriate crop varieties.展开更多
Soybean mosaic virus(SMV)poses a substantial threat to the yield and quality of soybean(Glycine max(L.)Merr.),leading to significant economic losses in soybean production.However,the mining of SMVresistance loci and t...Soybean mosaic virus(SMV)poses a substantial threat to the yield and quality of soybean(Glycine max(L.)Merr.),leading to significant economic losses in soybean production.However,the mining of SMVresistance loci and the exploration of the underlying disease resistance mechanisms remain relatively limited.MicroRNAs(miRNAs)are a class of post-transcriptional regulators that play a pivotal role in modulating plant growth,development and responding to various stresses.In this study,we demonstrated the function of the “miR398c/d-GmCSDs”module between soybean resistant and susceptible varieties,focusing on its differential regulatory roles in SMV infection.Specifically,SMV infection downregulated gma-miR398c/d expression in the resistant variety(Qihuang 1,QH),while upregulated them in the susceptible variety(Nannong 1138-2,NN).Transient expression assay in N.benthamiana confirmed that gma-miR398c/d can target six superoxide dismutase(SOD)family genes,which responded to SMV infection in both varieties.Stable overexpression of Gma-MIR398c/d in soybean or inhibition of the corresponding target genes’expression via Bean pod mottle virus(BPMV)-induced gene silencing(VIGS)led to reduced H_(2)O_(2)content and thereby promoted SMV infection.Conversely,plants overexpressing the target genes exhibited the opposite phenotypes.The functions of gma-miR398c/d and their target genes were further validated in N.benthamiana through transient co-expression with SMV infectious clone(pSC7-GFP),indicating that gma-miR398c/d negatively regulated soybean resistance to SMV,while the target genes positively contributed to disease resistance.Collectively,our findings provide novel insights into the regulatory mechanisms underlying soybean resistance to SMV.展开更多
To investigate the in vitro digestion and fermentation properties of soybean oligosaccharides(SBOS)extracted from defatted soybean meal,the changes in monosaccharide composition and molecular mass were analyzed.Subseq...To investigate the in vitro digestion and fermentation properties of soybean oligosaccharides(SBOS)extracted from defatted soybean meal,the changes in monosaccharide composition and molecular mass were analyzed.Subsequently,the effect of SBOS on microbial community structure and metabolites was studied by 16S rRNA gene sequencing and untargeted metabolomics based on liquid chromatography-mass spectrometry.Results showed that SBOS was not easily enzymolyzed during simulated digestion and could reach the large intestine through the digestive system.The significant decrease in the molecular mass of SBOS after in vitro fermentation indicated its utilization by the gut microbiota,which increased the contents of short-chain fatty acids and lactic acid,thereby reducing the pH of the fermentation broth.Moreover,the core community was found to consist of Blautia,Lactobacillaceae,and Pediococcus.SBOS up-regulated beneficial differential metabolites such as myo-inositol,lactose,and glucose,which were closely related to galactose,amino sugar,and nucleotide sugar metabolism.This study will provide a reference for exploring the relationship between the gut microbiota and the metabolites of SBOS,and provide a basis for the development and application of SBOS as an ingredient for functional products.展开更多
Dense cropping increases crop yield but intensifies resource competition,which reduces single plant yield and limits potential yield growth.Optimizing canopy spacing could enhance resource utilization,support crop mor...Dense cropping increases crop yield but intensifies resource competition,which reduces single plant yield and limits potential yield growth.Optimizing canopy spacing could enhance resource utilization,support crop morphological development and increase yield.Here,a three-year study was performed to verify the feasibility of adjusting row spacing to further enhance yield in densely planted soybeans.Of three row-spacing configurations(40-40,20-40,and 20-60 cm)and two planting densities(normal 180,000 plants ha 1 and high 270,000 plants ha 1).The differences in canopy structure,plant morphological development,photosynthetic capacity and their impact on yield were analyzed.Row spacing configurations have a significant effect on canopy transmittance(CT).The 20-60 cm row spacing configuration increased CT and creates a favorable canopy light environment,in which plant height is reduced,while branching is promoted.This approach reduces plant competition,optimizes the developments of leaf area per plant,specific leaf area,leaf area development rate,leaf area duration and photosynthetic physiological indices(F_(v)/F_(m),ETR,P_(n)).The significant increase of 11.9%-34.2%in canopy apparent photosynthesis(CAP)is attributed to the significant optimization of plant growth and photosynthetic physiology through CT,an important contributing factor to yield increases.The yield in the 20-60 cm treatment is 4.0%higher than in equidistant planting under normal planting density,but 5.9%under high density,primarily driven by CAP and pod number.These findings suggest that suitable row spacing configurations optimize the light environment for plants,promote source-sink transformation in soybeans,and further improve yield.In practice,a 20-60 cm row spacing configuration could be employed for high-density soybean planting to achieve a more substantial yield gain.展开更多
[Objectives]To address the weeding challenges within the corn and soybean strip intercropping field and identify appropriate herbicide types and application methods suitable for the corn and soybean strip intercroppin...[Objectives]To address the weeding challenges within the corn and soybean strip intercropping field and identify appropriate herbicide types and application methods suitable for the corn and soybean strip intercropping fields in Siyang County.[Methods]The trial comprised six herbicide treatments and one blank control,with investigations conducted to assess efficacy,safety,and yield.[Results]Each herbicide treatment effectively controlled weeds,demonstrated high safety,and enhanced the yields of both soybeans and corn.The combined application of soil sealing with stem and leaf spray exhibited superior overall weed control compared to soil sealing alone.At 28 d following stem and leaf spray,the plant control effect and fresh weight control effect against weeds in the combined treatment of soil sealing with stem and leaf spray all exceeded 89%.[Conclusions]This study offers technical support for advancing the practice of strip intercropping between corn and soybeans.展开更多
Leaf-color mutants have proven valuable for studying chlorophyll metabolism,photosynthesis,and yield improvement.In this study,we identified a yellow-leaf(yl)mutant in soybean(Glycine max),characterized by reduced chl...Leaf-color mutants have proven valuable for studying chlorophyll metabolism,photosynthesis,and yield improvement.In this study,we identified a yellow-leaf(yl)mutant in soybean(Glycine max),characterized by reduced chlorophyll accumulation,lower net photosynthesis rate,and fewer grain number per plant than the wild type.To identify genes associated with chlorophyll content,we performed a largescale linkage mapping study using recombinant inbred lines from a cross between the yl mutant and a green-leaf cultivar across three environments.Using quantitative trait locus sequencing(QTL-seq)analysis,we mapped 12 QTL to chromosomes 5,13,15,19,and 20.Of these QTL,one new dominant locus with the largest LOD,named qCC1,was identified consistently and explained 31.73% of the total phenotypic variation on average.Notably,qCC1 was also associated with yield-related traits,including plant height and pod number per plant.Fine-mapping narrowed down qCC1 to an 82.29-kb region.Within this interval,we identified Glyma.15 g087500.1,encoding an ankyrin repeat-containing protein,as the most likely candidate gene,because its homologs are reported to function in thylakoid membrane biogenesis during plastid development.Phenotypic analysis of near-isogenic lines(NILs)revealed that those harboring the qCC1 allele conferring green leaves displayed significantly enhanced chlorophyll content by 136.53%-323.92%,net photosynthesis rate by 11.64%-42.13%,and yield by 111.32% compared with NILs carrying the allele conferring yellow leaves.Comparative transcriptome profiling of NILs coupled with RT-qPCR validation demonstrated that qCC1 up-regulated one differentially expressed gene(DEG)associated with chlorophyll biosynthesis and six DEGs related to photosystem,whereas it downregulated one gene involved in chlorophyll degradation.These findings provide valuable insights into the biological function and regulatory mechanism of chlorophyll metabolism and offer guidance for breeding soybean varieties with enhanced photosynthetic efficiency and high yield.展开更多
Soybean is widely used in diets,and numerous reports have highlighted its antioxidant properties.However,constructing a methodology for rapid identifying and predicting a series of antioxidant active ingredients in So...Soybean is widely used in diets,and numerous reports have highlighted its antioxidant properties.However,constructing a methodology for rapid identifying and predicting a series of antioxidant active ingredients in Soybean presents certain challenges.Therefore,we introduced the spectrum-effect relationship-ingredient knockout identification technique to identify a series of antioxidant active ingredients in soybean.By combining untargeted metabolomics with network pharmacology,we predicted the antioxidant active ingredients and their target sites.We successfully identified 4 antioxidant active compounds(daidzein,genistein,daidzein,and glycitin)and 10 corresponding antioxidant targets(epidermal growth factor receptor(EGFR),estrogen receptor 1(ESR1),steroid receptor coactivator(SRC),tumor necrosis factor(TNF),kinase insert domain receptor(KDR),AKT serine/threonine kinase 1(AKT1),growth factor receptor bound protein 2(GRB2),signal transducer and activator of transcription1(STAT1),mitogen-activated protein kinase 8(MAPK8),B-cell lymphoma-2(BCL2))by our analysis.The validation results from cell experiments revealed that glycitin exhibited the best antioxidant activity and significantly influenced the expression of EGFR and the proteins associated with nuclear factor erythroid 2-related factor 2/NAD(P)H quinone dehydrogenase 1(NRF2/NQO1)signaling pathways.These findings were consistent with the predicted outcomes and were further confirmed in a zebrafish model.It suggests that glycitin may exert antioxidant effects by regulating the expression of EGFR,NRF2,and NQO1 proteins.The results demonstrate that a rapid analytical method for determining antioxidant activity was established.展开更多
As one of the world's three major food crops and an important economic and oil crop,soybean plays a crucial role in ensuring food safety.In recent years,there are many problems in soybean cultivation,production an...As one of the world's three major food crops and an important economic and oil crop,soybean plays a crucial role in ensuring food safety.In recent years,there are many problems in soybean cultivation,production and processing.In view of this situation,this paper comprehensively expounded and decomposed the cultivation situation,existing problems,specific countermeasures and conclusions,so as to re-recognize them.This study provides reference materials for the sustainable and healthy development of the soybean industry.展开更多
The exogenous plant growth regulator,diethyl aminoethyl hexanoate(DA-6),in combination with suitable varieties and planting densities,is important to increase yield in the maize-soybean strip intercropping system.To i...The exogenous plant growth regulator,diethyl aminoethyl hexanoate(DA-6),in combination with suitable varieties and planting densities,is important to increase yield in the maize-soybean strip intercropping system.To identify the role of DA-6 in mitigating high-density stress and increasing yield,we conducted a two-year field experiment examining changes in branching architecture and other yield traits of soybeans in maize-soybean strip intercropping systems.In the planting system,two soybean cultivars(ND:Nandou 25 and QH:Qihuang 34)were grown under three planting densities(D1:102,000 plants ha^(-1),D2:130,000 plants ha^(-1),D3:158,000 plants ha^(-1))with DA-6 treatments(DA0:water control;DA60:60 mg L^(-1);DA100:100 mg L^(-1)).Applying DA-6 at 60 mg L^(-1)at the fourth trifoliolate leaf stage increased soybean yield,with QH yield rising by 22.4% and 29.5% at D3 density,and ND yield by 29.5% and 30.0% at D2 density in 2022 and 2023,respectively,compared with D1 under DA0.DA-6improved photosynthesis in both varieties under D2 density,with DA60 increasing ND canopy photosynthetic rate by 15.1%-16.4% and QG by 9.1%-20.6% over two years.In ND,DA-6 enhanced branching,raising the leaf area index by 37%,branch number from 3.6 to 4.7 per plant,and total pod number by 19.7%.In QH,yield grains were mainly due to a 17% increase in the number of stem pods and a 6.5% improvement in hundred-grain weight.In the maize-soybean strip intercropping system,QH achieved a high yield by forming a high-density(D2 to D3)main stem pod,and ND by combining moderate density(D1 to D2)with DA-6-induced branching.展开更多
Soybean(Glycine max)is a globally important crop that serves as a primary source of edible oil and protein for both humans and animals.Cultivated soybean varieties exhibit considerable genetic diversity depending on t...Soybean(Glycine max)is a globally important crop that serves as a primary source of edible oil and protein for both humans and animals.Cultivated soybean varieties exhibit considerable genetic diversity depending on their geographical origin.Heinong 531(HN531)is an elite cultivar that was released in China in June 2021 with 22.34%seed oil,high resistance to soybean cyst nematode(SCN)race 3,and enhanced yield.However,the genetic basis for these desirable agronomic traits is unclear.In this study,we generated a high-quality genome assembly for HN531 and used it to systematically analyze genes related to agronomic traits such as resistance to SCN.The assembled genome spans 981.20 Mb,featuring a contig N50 of 19.47 Mb,and contains 58,151 predicted gene models.Pan-genomic comparison with 27 previously reported soybean genomes revealed 95,071 structural variants(SVs)of>50 bp,of which 602 were HN531-specific.Furthermore,we identified a copy number variation at rhg1 that underlies resistance to SCN,and we found elite alleles of functional genes underlying important agronomic traits such as seed oil content,adaptability,and yield.This high-quality HN531 genome can be used to explore the genetic basis for the excellent agronomic traits of this cultivar,and is a valuable resource for breeders aiming to improve HN531 and related cultivars.展开更多
In plants,numerous non-Mendelian inherited dominant effects,including over-,incomplete-,and codominance,are frequently observed,yet they remain insufficiently understood.A novel phenotype has been identified in specif...In plants,numerous non-Mendelian inherited dominant effects,including over-,incomplete-,and codominance,are frequently observed,yet they remain insufficiently understood.A novel phenotype has been identified in specific soybean transformants overexpressing a single 35S::GmFT2a copy:superearly flowering dominance is exclusively observed in hemizygotes,not in homozygotes.Homozygous individual exhibits si RNA-mediated DNA methylation,causing epigenetic transcriptional silencing,whereas no such effect occurs in hemizygotes.Intriguingly,two distinct rounds of DNA methylation establishment occur,each mediated by a different mechanism.The homozygotes that derived from the hemizygous mother plants carrying 35S::GmFT2a locus was associated with the initiation of CHHcontext DNA methylation at 35S promoters mediated by 21 and 22 nucleotide(nt)si RNAs.Subsequently,24 nt si RNAs contribute to additional CHG-and CG-context DNA methylation at 35S promoters during the homozygosity of genes in plants already homozygous in maternal lineage.Reducing DNA methylation levels can be achieved by generating a hemizygous genotype through a crossing experiment with a recessive genotype.This research has unveiled a phenomenon:hemizygote-dependent dominance resulting from transcriptional silencing in homozygote offsprings.It provides new insights into the molecular mechanism underlying dominant effects.展开更多
Soybean mosaic virus(SMV)is a worldwide disease significantly decreasing soybean yield and seed quality.In this study,a genome-wide association study(GWAS)for SMV-SC3 resistance was conducted by using a deep re-sequen...Soybean mosaic virus(SMV)is a worldwide disease significantly decreasing soybean yield and seed quality.In this study,a genome-wide association study(GWAS)for SMV-SC3 resistance was conducted by using a deep re-sequencing dataset of 547 soybean accessions.A total of 11,405 SNPs and 1566 InDels were significantly associated with disease index(DI)at seedling stage and eight yield-and seed quality-related traits to SC3 resistance under eight environments.Among these genetic loci,952 SNPs and 118 InDels were firstly identified to control SC3 resistance,and 52.42% and 42.37% of them were pleiotropic loci across multiple environments.Notably,the 8.47-8.89 Mb genomic region on chromosome 18 was firstly discovvered to associate with DI at seedling stage and four related traits at adult stage across multiple environments.Furthermore,the causal gene Gm18GRSC3 was identified and validated in this stable and pleiotropic locus for resistance to SC3 via positive and negative transgenic strategies.Overexpression of Gm18GRSC3 significantly decreased the accumulation of SC3 in transgenic soybean hairy roots,while silencing of Gm18GRSC3 significantly increased SC3 accumulation in soybean leaves.A functional marker,FM18GSC3,was developed based on the allelic variation of Gm18GRSC3,and the detection efficiency reached to 76% in another 100 soybean accessions.These findings provide valuable genetic loci and a functional gene for the improvement of SMV resistance in soybean.展开更多
A morphology-based growth stage system should describe the growth and development of a crop and thereby help farmers and agronomists in formulating reasonable managementmeasures conducive to the development of marketa...A morphology-based growth stage system should describe the growth and development of a crop and thereby help farmers and agronomists in formulating reasonable managementmeasures conducive to the development of marketable products.However,existing growth stage systems for soybean are either based on plant growth or covered particular phases of flower or pod development,making it difficult to use for tracking the entire growth period of individual flowers and pods.Therefore,the first flower and pod,located at the base of the primary raceme in the eighth trifoliate node of the main stem,were chosen to illustrate growth dynamics during the full reproductive period.The size and fresh weight of the primary raceme in the eighth trifoliate leaf axil,the first flower and pod,the pistils in the first flower,and seeds in the first pod were examined,and the growth of these organs was depicted.Integrating the morphological characteristics and growth features of flowers and pods,as well as existing growth stage systems,the growth and development were delineated in 13 stages.In detail,we classified the flower phase based on the relative positions of floral components,inspired by the ratio of bract to flower used for staging,refined the lag phase proposed previously,retained the use of pod length to define the early pod phase,and innovatively described the late pod phase by the seed appearance.The developmental events in each stage of flower and pod were distinctive and closely connected to the corresponding morphology.Taken together,a more detailed growth stage system for describing individual flowers and pods in soybean was established.This system will serve as a valuable research tool for describing the development,gene expression,and cellular metabolism associated with the formation of flowers,pods,and seeds.展开更多
Rapid,accurate seed classification of soybean varieties is needed for product quality control.We describe a hyperspectral image-based deep-learning model called Dual Attention Feature Fusion Networks(DAFFnet),which se...Rapid,accurate seed classification of soybean varieties is needed for product quality control.We describe a hyperspectral image-based deep-learning model called Dual Attention Feature Fusion Networks(DAFFnet),which sequentially applies 3D Convolutional Neural Network(CNN)and 2D CNN.A fusion attention mechanism module in 2D CNN permits the model to capture local and global feature information by combining with Convolution Block Attention Module(CBAM)and Mobile Vision Transformer(MViT),outperforming conventional hyperspectral image classification models in seed classification.展开更多
Grain soybean(Glycine max(L.)Merr.)shows potential as a forage crop following its introduction from low to high latitudes due to in its growth phenotype.However,the application of this approach is impeded by the diver...Grain soybean(Glycine max(L.)Merr.)shows potential as a forage crop following its introduction from low to high latitudes due to in its growth phenotype.However,the application of this approach is impeded by the diverse ecological types of soybean,their adaptability to the introduction,and the uncertainty surrounding the growth phenotype post-introduction.This study introduced 24 grain soybean varieties from low-latitude regions(22-31°N)to the high-latitude northwestern Loess Plateau(39°N)between 2018 and 2019.The growth phenotypes were observed,and their forage productivity potential was assessed.All varieties displayed delayed flowering following cross-latitude introduction,with the vegetative growth phase of some varieties even exceeding their entire growth duration at their origin.Rapid dry matter accumulation rates indicated growth adaptation performance and formed the basis for soybean forage yield.Varieties from the tropical South China region exhibited significant yield advantages,with dry matter yields of 8.97-14.68 t ha^(-1)and crude protein yields of 1.44-2.51 t ha^(-1).Varieties HX3 and GX7 from this region demonstrated optimal growth adaptability and productivity in the cross-latitude environment,achieving the highest dry matter yields of 14.68 and 13.86 t ha^(-1),respectively.As a result,HX3 and GX7 are recommended for local farming systems to provide high-quality forage.The cross-latitude introduction of soybean is proposed as a viable and efficient strategy for forage improvement and application.展开更多
Crop leaf area index(LAI)and biomass are two major biophysical parameters to measure crop growth and health condition.Measuring LAI and biomass in field experiments is a destructive method.Therefore,we focused on the ...Crop leaf area index(LAI)and biomass are two major biophysical parameters to measure crop growth and health condition.Measuring LAI and biomass in field experiments is a destructive method.Therefore,we focused on the application of unmanned aerial vehicles(UAVs)in agriculture,which is a cost and labor-efficientmethod.Hence,UAV-captured multispectral images were applied to monitor crop growth,identify plant bio-physical conditions,and so on.In this study,we monitored soybean crops using UAV and field experiments.This experiment was conducted at theMAFES(Mississippi Agricultural and Forestry Experiment Station)Pontotoc Ridge-Flatwoods Branch Experiment Station.It followed a randomized block design with five cover crops:Cereal Rye,Vetch,Wheat,MC:mixed Mustard and Cereal Rye,and native vegetation.Planting was made in the fall,and three fertilizer treatments were applied:Synthetic Fertilizer,Poultry Litter,and none,applied before planting the soybean,in a full factorial combination.We monitored soybean reproductive phases at R3(initial pod development),R5(initial seed development),R6(full seed development),and R7(initial maturity)and used UAV multispectral remote sensing for soybean LAI and biomass estimations.The major goal of this study was to assess LAI and biomass estimations from UAV multispectral images in the reproductive stages when the development of leaves and biomass was stabilized.Wemade about fourteen vegetation indices(VIs)fromUAVmultispectral images at these stages to estimate LAI and biomass.Wemodeled LAI and biomass based on these remotely sensed VIs and ground-truth measurements usingmachine learning methods,including linear regression,Random Forest(RF),and support vector regression(SVR).Thereafter,the models were applied to estimate LAI and biomass.According to the model results,LAI was better estimated at the R6 stage and biomass at the R3 stage.Compared to the other models,the RF models showed better estimation,i.e.,an R^(2) of about 0.58–0.68 with an RMSE(rootmean square error)of 0.52–0.60(m^(2)/m^(2))for the LAI and about 0.44–0.64 for R^(2) and 21–26(g dry weight/5 plants)for RMSE of biomass estimation.We performed a leave-one-out cross-validation.Based on cross-validatedmodels with field experiments,we also found that the R6 stage was the best for estimating LAI,and the R3 stage for estimating crop biomass.The cross-validated RF model showed the estimation ability with an R^(2) about 0.25–0.44 and RMSE of 0.65–0.85(m^(2)/m^(2))for LAI estimation;and R^(2) about 0.1–0.31 and an RMSE of about 28–35(g dry weight/5 plants)for crop biomass estimation.This result will be helpful to promote the use of non-destructive remote sensing methods to determine the crop LAI and biomass status,which may bring more efficient crop production and management.展开更多
The soybean and corn strip compound planting technology is a crucial measure for improving land use efficiency and ensuring food security.This paper deeply analyzed the principles,advantages,and key technical aspects ...The soybean and corn strip compound planting technology is a crucial measure for improving land use efficiency and ensuring food security.This paper deeply analyzed the principles,advantages,and key technical aspects of this technology,including variety selection,planting pattern,sowing management,and field management.It also illustrated its application effectiveness through practical cases and proposed corresponding solutions to existing challenges in its promotion.This study provides theoretical support and practical reference for the widespread adoption and efficient application of this technology.展开更多
As an important grain and oil crop,soybean occupies an important position in China s agricultural production.High quality and stable yield of spring soybean is of great significance for ensuring food security and incr...As an important grain and oil crop,soybean occupies an important position in China s agricultural production.High quality and stable yield of spring soybean is of great significance for ensuring food security and increasing farmers income.Based on the planting experience and scientific research achievements in many regions,this paper systematically expounded a series of cultivation techniques of spring soybean with high quality and high yield from variety selection,preparation before sowing,sowing techniques,field management to disease and pest control and harvest and storage,aiming to provide scientific and comprehensive guidance for soybean growers and promote the development of soybean industry.展开更多
Resin plugging agents play a pivotal role in addressing casing damage in oil and gas fields.However,the widespread use of epoxy resin is constrained by its high cost and non-renewable origin,while plant-based resins o...Resin plugging agents play a pivotal role in addressing casing damage in oil and gas fields.However,the widespread use of epoxy resin is constrained by its high cost and non-renewable origin,while plant-based resins often suffer from inadequate mechanical properties,which limit their effectiveness in such applications.This study introduces BEOPA,an innovative,renewable,high-strength resin plugging agent derived from epoxidized soybean oil(ESO)and enhanced with bisphenol A-type benzoxazine(BZ).In this study,the synthesis process,reactionmechanism,and application performance of this novelmaterial are systematically presented,explored and optimized.It is shown that the optimal formulation of BEOPA includes 41.4 wt%ESO,24.8 wt%BZ,24.8 wt%methylhexahydrophthalic anhydride(MHHPA),8.2 wt%styrene(ST),and 0.8 wt%N,N-dimethylbenzylamine(BDMA),yielding an impressive compressive strength of 93.7 MPa.The integration of ESO and BZ creates an intricate and robust double crosslinking network,significantly enhancing material strength and durability.BEOPA exhibits a tunable curing time,ranging from 0.5 to 15 h,with viscosities below 300 mPa⋅s at 25℃and 75mPa⋅s at 50℃.Furthermore,it demonstrates exceptional thermal stability within the 100℃-150℃range,even in environments with mineral salt concentrations as high as 43,330 mg/L.Remarkably,BEOPA achieves superior plugging performance,sustaining breakthrough pressures exceeding 29.7 MPa in 1 mm crack cores.展开更多
基金supported by the Ten-thousand Talents Plan of Zhejiang Province(No.2022R52021)the Key Research and Development Program of Zhejiang Province(No.2021C04016)the Pioneer and Leading Goose R&D Program of Zhejiang(No.2022C04020),China.
文摘Soybean meal(SBM)prepared by soybean crushing is the most popular protein source in the poultry and livestock industries(Cai et al.,2015)due to its economic manufacture,high protein content,and good nutritional value.Despite these benefits,SBM contains various antigen proteins such as glycinin andβ-conglycinin,which account for approximately 70%of the total proteins of the SBM and reduce digestibility and damage intestinal function(Peng et al.,2018).
基金supported by the National Key Research and Development Program of China(2021YFF1000504 and 2023YFD1901300)the National Natural Science Foundation of China(32172658,32172659 and 32302662)the Natural Science Foundation of Guangdong Province,China(2021A1515010826).
文摘Maize/soybean intercropping systems are commonly used in developing countries,but few studies have been performed to elucidate the differences in nutrient efficiency and rhizosphere microbiome,especially when maize is intercropped with different soybean varieties.In this study,field experiments were conducted to compare the growth and yield of two soybean(Glycine max)varieties,BD2 and YC03-3,and one maize(Zea mays)variety,Huazhen,in mono-cropped and intercropped cultures.The plant biomass and N content of both crops in BD2/maize intercropping were significantly improved compared to their monoculture,but no such effects were observed in the plants of YC03-3/maize intercropping.The yield of BD2 intercropped with maize exhibited a 37.5%increment above that of BD2 in monoculture.Moreover,19.2-29.1%longer root length of maize and 19.0-39.4%larger root volume of BD2 were observed in BD2/maize intercropping than in monoculture,but no growth advantage was observed in YC03-3/maize intercropping.Maize showed root avoidance when intercropped with BD2,but space competition when intercropped with YC03-3.16S rRNA amplicon sequencing showed that compared with the monoculture system,rhizobacteria community composition in BD2/maize intercropping changed more significantly than that of the YC03-3/maize intercropping system.In BD2/maize intercropping,most of the rhizobacteria community biomarker bacteria of BD2 were positively correlated with plant biomass,as well as plant P and N content.Maize tended to recruit Rhizobiales and Proteobacteria,which showed positive correlation with plant biomass and N content,respectively,as well as soil available N.In conclusion,soybean varieties determined the advantages of maize/soybean intercropping through root-root interactions and modification of rhizobacteria communities.Our insight emphasizes a linkage between root traits and the rhizobacteria community,which shows the importance of optimizing intercropping systems by selection of appropriate crop varieties.
基金supported by the National Key Research and Development Program of China(2022YFF1001502)Jiangsu Collaborative Innovation Center for Modern Crop Production(JCIC-MCP)Major Projects of Technological Innovation 2030(2023ZD04037).
文摘Soybean mosaic virus(SMV)poses a substantial threat to the yield and quality of soybean(Glycine max(L.)Merr.),leading to significant economic losses in soybean production.However,the mining of SMVresistance loci and the exploration of the underlying disease resistance mechanisms remain relatively limited.MicroRNAs(miRNAs)are a class of post-transcriptional regulators that play a pivotal role in modulating plant growth,development and responding to various stresses.In this study,we demonstrated the function of the “miR398c/d-GmCSDs”module between soybean resistant and susceptible varieties,focusing on its differential regulatory roles in SMV infection.Specifically,SMV infection downregulated gma-miR398c/d expression in the resistant variety(Qihuang 1,QH),while upregulated them in the susceptible variety(Nannong 1138-2,NN).Transient expression assay in N.benthamiana confirmed that gma-miR398c/d can target six superoxide dismutase(SOD)family genes,which responded to SMV infection in both varieties.Stable overexpression of Gma-MIR398c/d in soybean or inhibition of the corresponding target genes’expression via Bean pod mottle virus(BPMV)-induced gene silencing(VIGS)led to reduced H_(2)O_(2)content and thereby promoted SMV infection.Conversely,plants overexpressing the target genes exhibited the opposite phenotypes.The functions of gma-miR398c/d and their target genes were further validated in N.benthamiana through transient co-expression with SMV infectious clone(pSC7-GFP),indicating that gma-miR398c/d negatively regulated soybean resistance to SMV,while the target genes positively contributed to disease resistance.Collectively,our findings provide novel insights into the regulatory mechanisms underlying soybean resistance to SMV.
文摘To investigate the in vitro digestion and fermentation properties of soybean oligosaccharides(SBOS)extracted from defatted soybean meal,the changes in monosaccharide composition and molecular mass were analyzed.Subsequently,the effect of SBOS on microbial community structure and metabolites was studied by 16S rRNA gene sequencing and untargeted metabolomics based on liquid chromatography-mass spectrometry.Results showed that SBOS was not easily enzymolyzed during simulated digestion and could reach the large intestine through the digestive system.The significant decrease in the molecular mass of SBOS after in vitro fermentation indicated its utilization by the gut microbiota,which increased the contents of short-chain fatty acids and lactic acid,thereby reducing the pH of the fermentation broth.Moreover,the core community was found to consist of Blautia,Lactobacillaceae,and Pediococcus.SBOS up-regulated beneficial differential metabolites such as myo-inositol,lactose,and glucose,which were closely related to galactose,amino sugar,and nucleotide sugar metabolism.This study will provide a reference for exploring the relationship between the gut microbiota and the metabolites of SBOS,and provide a basis for the development and application of SBOS as an ingredient for functional products.
基金supported by the Biological Breeding-National Science and Technology Major Project(2023ZD0403305)National Natural Science Foundation of China(32101845)+1 种基金the National Key Research and Development Program of China(2023YFE0105000)the China Agriculture Research System(CARS-04).
文摘Dense cropping increases crop yield but intensifies resource competition,which reduces single plant yield and limits potential yield growth.Optimizing canopy spacing could enhance resource utilization,support crop morphological development and increase yield.Here,a three-year study was performed to verify the feasibility of adjusting row spacing to further enhance yield in densely planted soybeans.Of three row-spacing configurations(40-40,20-40,and 20-60 cm)and two planting densities(normal 180,000 plants ha 1 and high 270,000 plants ha 1).The differences in canopy structure,plant morphological development,photosynthetic capacity and their impact on yield were analyzed.Row spacing configurations have a significant effect on canopy transmittance(CT).The 20-60 cm row spacing configuration increased CT and creates a favorable canopy light environment,in which plant height is reduced,while branching is promoted.This approach reduces plant competition,optimizes the developments of leaf area per plant,specific leaf area,leaf area development rate,leaf area duration and photosynthetic physiological indices(F_(v)/F_(m),ETR,P_(n)).The significant increase of 11.9%-34.2%in canopy apparent photosynthesis(CAP)is attributed to the significant optimization of plant growth and photosynthetic physiology through CT,an important contributing factor to yield increases.The yield in the 20-60 cm treatment is 4.0%higher than in equidistant planting under normal planting density,but 5.9%under high density,primarily driven by CAP and pod number.These findings suggest that suitable row spacing configurations optimize the light environment for plants,promote source-sink transformation in soybeans,and further improve yield.In practice,a 20-60 cm row spacing configuration could be employed for high-density soybean planting to achieve a more substantial yield gain.
文摘[Objectives]To address the weeding challenges within the corn and soybean strip intercropping field and identify appropriate herbicide types and application methods suitable for the corn and soybean strip intercropping fields in Siyang County.[Methods]The trial comprised six herbicide treatments and one blank control,with investigations conducted to assess efficacy,safety,and yield.[Results]Each herbicide treatment effectively controlled weeds,demonstrated high safety,and enhanced the yields of both soybeans and corn.The combined application of soil sealing with stem and leaf spray exhibited superior overall weed control compared to soil sealing alone.At 28 d following stem and leaf spray,the plant control effect and fresh weight control effect against weeds in the combined treatment of soil sealing with stem and leaf spray all exceeded 89%.[Conclusions]This study offers technical support for advancing the practice of strip intercropping between corn and soybeans.
基金supported by the Heilongjiang Provincial Natural Science Foundation of China(SS2023C002)。
文摘Leaf-color mutants have proven valuable for studying chlorophyll metabolism,photosynthesis,and yield improvement.In this study,we identified a yellow-leaf(yl)mutant in soybean(Glycine max),characterized by reduced chlorophyll accumulation,lower net photosynthesis rate,and fewer grain number per plant than the wild type.To identify genes associated with chlorophyll content,we performed a largescale linkage mapping study using recombinant inbred lines from a cross between the yl mutant and a green-leaf cultivar across three environments.Using quantitative trait locus sequencing(QTL-seq)analysis,we mapped 12 QTL to chromosomes 5,13,15,19,and 20.Of these QTL,one new dominant locus with the largest LOD,named qCC1,was identified consistently and explained 31.73% of the total phenotypic variation on average.Notably,qCC1 was also associated with yield-related traits,including plant height and pod number per plant.Fine-mapping narrowed down qCC1 to an 82.29-kb region.Within this interval,we identified Glyma.15 g087500.1,encoding an ankyrin repeat-containing protein,as the most likely candidate gene,because its homologs are reported to function in thylakoid membrane biogenesis during plastid development.Phenotypic analysis of near-isogenic lines(NILs)revealed that those harboring the qCC1 allele conferring green leaves displayed significantly enhanced chlorophyll content by 136.53%-323.92%,net photosynthesis rate by 11.64%-42.13%,and yield by 111.32% compared with NILs carrying the allele conferring yellow leaves.Comparative transcriptome profiling of NILs coupled with RT-qPCR validation demonstrated that qCC1 up-regulated one differentially expressed gene(DEG)associated with chlorophyll biosynthesis and six DEGs related to photosystem,whereas it downregulated one gene involved in chlorophyll degradation.These findings provide valuable insights into the biological function and regulatory mechanism of chlorophyll metabolism and offer guidance for breeding soybean varieties with enhanced photosynthetic efficiency and high yield.
基金supported by National Key R&D Program of China(2022YFF1100300)Joint Fund of Henan Province Science and Technology R&D Program(235200810051)+1 种基金Key Project in Science and Technology Agency of Henan Province(242102310561)key research projects of higher education institutions in Henan Province(24B350002).
文摘Soybean is widely used in diets,and numerous reports have highlighted its antioxidant properties.However,constructing a methodology for rapid identifying and predicting a series of antioxidant active ingredients in Soybean presents certain challenges.Therefore,we introduced the spectrum-effect relationship-ingredient knockout identification technique to identify a series of antioxidant active ingredients in soybean.By combining untargeted metabolomics with network pharmacology,we predicted the antioxidant active ingredients and their target sites.We successfully identified 4 antioxidant active compounds(daidzein,genistein,daidzein,and glycitin)and 10 corresponding antioxidant targets(epidermal growth factor receptor(EGFR),estrogen receptor 1(ESR1),steroid receptor coactivator(SRC),tumor necrosis factor(TNF),kinase insert domain receptor(KDR),AKT serine/threonine kinase 1(AKT1),growth factor receptor bound protein 2(GRB2),signal transducer and activator of transcription1(STAT1),mitogen-activated protein kinase 8(MAPK8),B-cell lymphoma-2(BCL2))by our analysis.The validation results from cell experiments revealed that glycitin exhibited the best antioxidant activity and significantly influenced the expression of EGFR and the proteins associated with nuclear factor erythroid 2-related factor 2/NAD(P)H quinone dehydrogenase 1(NRF2/NQO1)signaling pathways.These findings were consistent with the predicted outcomes and were further confirmed in a zebrafish model.It suggests that glycitin may exert antioxidant effects by regulating the expression of EGFR,NRF2,and NQO1 proteins.The results demonstrate that a rapid analytical method for determining antioxidant activity was established.
基金Supported by Special Fund for National Modern Agricultural Industry Technology System Construction(CARS-04-CES16).
文摘As one of the world's three major food crops and an important economic and oil crop,soybean plays a crucial role in ensuring food safety.In recent years,there are many problems in soybean cultivation,production and processing.In view of this situation,this paper comprehensively expounded and decomposed the cultivation situation,existing problems,specific countermeasures and conclusions,so as to re-recognize them.This study provides reference materials for the sustainable and healthy development of the soybean industry.
基金supported by the earmarked fund for the China Agriculture Research System(CARS-04-PS21)National Key Research and Development Program of China(2024YFD2300401)a recipient of a joint Ph.D.scholarship supported by the China Scholarship Council(CSC)(202306910067)。
文摘The exogenous plant growth regulator,diethyl aminoethyl hexanoate(DA-6),in combination with suitable varieties and planting densities,is important to increase yield in the maize-soybean strip intercropping system.To identify the role of DA-6 in mitigating high-density stress and increasing yield,we conducted a two-year field experiment examining changes in branching architecture and other yield traits of soybeans in maize-soybean strip intercropping systems.In the planting system,two soybean cultivars(ND:Nandou 25 and QH:Qihuang 34)were grown under three planting densities(D1:102,000 plants ha^(-1),D2:130,000 plants ha^(-1),D3:158,000 plants ha^(-1))with DA-6 treatments(DA0:water control;DA60:60 mg L^(-1);DA100:100 mg L^(-1)).Applying DA-6 at 60 mg L^(-1)at the fourth trifoliolate leaf stage increased soybean yield,with QH yield rising by 22.4% and 29.5% at D3 density,and ND yield by 29.5% and 30.0% at D2 density in 2022 and 2023,respectively,compared with D1 under DA0.DA-6improved photosynthesis in both varieties under D2 density,with DA60 increasing ND canopy photosynthetic rate by 15.1%-16.4% and QG by 9.1%-20.6% over two years.In ND,DA-6 enhanced branching,raising the leaf area index by 37%,branch number from 3.6 to 4.7 per plant,and total pod number by 19.7%.In QH,yield grains were mainly due to a 17% increase in the number of stem pods and a 6.5% improvement in hundred-grain weight.In the maize-soybean strip intercropping system,QH achieved a high yield by forming a high-density(D2 to D3)main stem pod,and ND by combining moderate density(D1 to D2)with DA-6-induced branching.
基金supported by National Natural Science Foundation of China(32201759,32172002)Inner Mongolia Innovation Center of Biological Breeding Technology,National Key Research and Development Program of China(2021YFD1201600)+1 种基金Earmarked Fund for CARS(CARS-04-PS01)Agricultural Science and Technology Innovation Program(ASTIP).
文摘Soybean(Glycine max)is a globally important crop that serves as a primary source of edible oil and protein for both humans and animals.Cultivated soybean varieties exhibit considerable genetic diversity depending on their geographical origin.Heinong 531(HN531)is an elite cultivar that was released in China in June 2021 with 22.34%seed oil,high resistance to soybean cyst nematode(SCN)race 3,and enhanced yield.However,the genetic basis for these desirable agronomic traits is unclear.In this study,we generated a high-quality genome assembly for HN531 and used it to systematically analyze genes related to agronomic traits such as resistance to SCN.The assembled genome spans 981.20 Mb,featuring a contig N50 of 19.47 Mb,and contains 58,151 predicted gene models.Pan-genomic comparison with 27 previously reported soybean genomes revealed 95,071 structural variants(SVs)of>50 bp,of which 602 were HN531-specific.Furthermore,we identified a copy number variation at rhg1 that underlies resistance to SCN,and we found elite alleles of functional genes underlying important agronomic traits such as seed oil content,adaptability,and yield.This high-quality HN531 genome can be used to explore the genetic basis for the excellent agronomic traits of this cultivar,and is a valuable resource for breeders aiming to improve HN531 and related cultivars.
基金supported by grants from the National Key Research and Development Program of China(2023YFD120300)the National Natural Science Foundation of China(32201869)the Earmarked Fund for China Agriculture Research System(CARS-04)。
文摘In plants,numerous non-Mendelian inherited dominant effects,including over-,incomplete-,and codominance,are frequently observed,yet they remain insufficiently understood.A novel phenotype has been identified in specific soybean transformants overexpressing a single 35S::GmFT2a copy:superearly flowering dominance is exclusively observed in hemizygotes,not in homozygotes.Homozygous individual exhibits si RNA-mediated DNA methylation,causing epigenetic transcriptional silencing,whereas no such effect occurs in hemizygotes.Intriguingly,two distinct rounds of DNA methylation establishment occur,each mediated by a different mechanism.The homozygotes that derived from the hemizygous mother plants carrying 35S::GmFT2a locus was associated with the initiation of CHHcontext DNA methylation at 35S promoters mediated by 21 and 22 nucleotide(nt)si RNAs.Subsequently,24 nt si RNAs contribute to additional CHG-and CG-context DNA methylation at 35S promoters during the homozygosity of genes in plants already homozygous in maternal lineage.Reducing DNA methylation levels can be achieved by generating a hemizygous genotype through a crossing experiment with a recessive genotype.This research has unveiled a phenomenon:hemizygote-dependent dominance resulting from transcriptional silencing in homozygote offsprings.It provides new insights into the molecular mechanism underlying dominant effects.
基金supported by the Project of Hebei Province Science and Technology Support Program(17927670H)the Science and Technology Innovation Team of Soybean Modern Seed Industry in Hebei(21326313D)。
文摘Soybean mosaic virus(SMV)is a worldwide disease significantly decreasing soybean yield and seed quality.In this study,a genome-wide association study(GWAS)for SMV-SC3 resistance was conducted by using a deep re-sequencing dataset of 547 soybean accessions.A total of 11,405 SNPs and 1566 InDels were significantly associated with disease index(DI)at seedling stage and eight yield-and seed quality-related traits to SC3 resistance under eight environments.Among these genetic loci,952 SNPs and 118 InDels were firstly identified to control SC3 resistance,and 52.42% and 42.37% of them were pleiotropic loci across multiple environments.Notably,the 8.47-8.89 Mb genomic region on chromosome 18 was firstly discovvered to associate with DI at seedling stage and four related traits at adult stage across multiple environments.Furthermore,the causal gene Gm18GRSC3 was identified and validated in this stable and pleiotropic locus for resistance to SC3 via positive and negative transgenic strategies.Overexpression of Gm18GRSC3 significantly decreased the accumulation of SC3 in transgenic soybean hairy roots,while silencing of Gm18GRSC3 significantly increased SC3 accumulation in soybean leaves.A functional marker,FM18GSC3,was developed based on the allelic variation of Gm18GRSC3,and the detection efficiency reached to 76% in another 100 soybean accessions.These findings provide valuable genetic loci and a functional gene for the improvement of SMV resistance in soybean.
基金supported by the National Key Research and Development Program of China(2023YFD2301500).
文摘A morphology-based growth stage system should describe the growth and development of a crop and thereby help farmers and agronomists in formulating reasonable managementmeasures conducive to the development of marketable products.However,existing growth stage systems for soybean are either based on plant growth or covered particular phases of flower or pod development,making it difficult to use for tracking the entire growth period of individual flowers and pods.Therefore,the first flower and pod,located at the base of the primary raceme in the eighth trifoliate node of the main stem,were chosen to illustrate growth dynamics during the full reproductive period.The size and fresh weight of the primary raceme in the eighth trifoliate leaf axil,the first flower and pod,the pistils in the first flower,and seeds in the first pod were examined,and the growth of these organs was depicted.Integrating the morphological characteristics and growth features of flowers and pods,as well as existing growth stage systems,the growth and development were delineated in 13 stages.In detail,we classified the flower phase based on the relative positions of floral components,inspired by the ratio of bract to flower used for staging,refined the lag phase proposed previously,retained the use of pod length to define the early pod phase,and innovatively described the late pod phase by the seed appearance.The developmental events in each stage of flower and pod were distinctive and closely connected to the corresponding morphology.Taken together,a more detailed growth stage system for describing individual flowers and pods in soybean was established.This system will serve as a valuable research tool for describing the development,gene expression,and cellular metabolism associated with the formation of flowers,pods,and seeds.
基金supported by Natural Science Foundation of Heilongjiang Province of China(SS2021C005)Province Key Research and Development Program of Heilongjiang Province of China(GZ20220121)the Agricultural Science and Technology Innovation Program of the Chinese Academy of Agricultural Sciences.
文摘Rapid,accurate seed classification of soybean varieties is needed for product quality control.We describe a hyperspectral image-based deep-learning model called Dual Attention Feature Fusion Networks(DAFFnet),which sequentially applies 3D Convolutional Neural Network(CNN)and 2D CNN.A fusion attention mechanism module in 2D CNN permits the model to capture local and global feature information by combining with Convolution Block Attention Module(CBAM)and Mobile Vision Transformer(MViT),outperforming conventional hyperspectral image classification models in seed classification.
基金funded by the National Key R&D Program of China(2022YFD1300803)the China Agriculture Research System of MOF and MARA(CARS-34)。
文摘Grain soybean(Glycine max(L.)Merr.)shows potential as a forage crop following its introduction from low to high latitudes due to in its growth phenotype.However,the application of this approach is impeded by the diverse ecological types of soybean,their adaptability to the introduction,and the uncertainty surrounding the growth phenotype post-introduction.This study introduced 24 grain soybean varieties from low-latitude regions(22-31°N)to the high-latitude northwestern Loess Plateau(39°N)between 2018 and 2019.The growth phenotypes were observed,and their forage productivity potential was assessed.All varieties displayed delayed flowering following cross-latitude introduction,with the vegetative growth phase of some varieties even exceeding their entire growth duration at their origin.Rapid dry matter accumulation rates indicated growth adaptation performance and formed the basis for soybean forage yield.Varieties from the tropical South China region exhibited significant yield advantages,with dry matter yields of 8.97-14.68 t ha^(-1)and crude protein yields of 1.44-2.51 t ha^(-1).Varieties HX3 and GX7 from this region demonstrated optimal growth adaptability and productivity in the cross-latitude environment,achieving the highest dry matter yields of 14.68 and 13.86 t ha^(-1),respectively.As a result,HX3 and GX7 are recommended for local farming systems to provide high-quality forage.The cross-latitude introduction of soybean is proposed as a viable and efficient strategy for forage improvement and application.
基金This research was supported in part by a postdoctoral research fellow appointment to the Agricultural Research Service(ARS)Research Participation Program administered by the Oak Ridge Institute for Science and Education(ORISE)through an interagency agreement between the U.S.Department of Energy(DOE)and the U.S.Department of Agriculture(USDA).
文摘Crop leaf area index(LAI)and biomass are two major biophysical parameters to measure crop growth and health condition.Measuring LAI and biomass in field experiments is a destructive method.Therefore,we focused on the application of unmanned aerial vehicles(UAVs)in agriculture,which is a cost and labor-efficientmethod.Hence,UAV-captured multispectral images were applied to monitor crop growth,identify plant bio-physical conditions,and so on.In this study,we monitored soybean crops using UAV and field experiments.This experiment was conducted at theMAFES(Mississippi Agricultural and Forestry Experiment Station)Pontotoc Ridge-Flatwoods Branch Experiment Station.It followed a randomized block design with five cover crops:Cereal Rye,Vetch,Wheat,MC:mixed Mustard and Cereal Rye,and native vegetation.Planting was made in the fall,and three fertilizer treatments were applied:Synthetic Fertilizer,Poultry Litter,and none,applied before planting the soybean,in a full factorial combination.We monitored soybean reproductive phases at R3(initial pod development),R5(initial seed development),R6(full seed development),and R7(initial maturity)and used UAV multispectral remote sensing for soybean LAI and biomass estimations.The major goal of this study was to assess LAI and biomass estimations from UAV multispectral images in the reproductive stages when the development of leaves and biomass was stabilized.Wemade about fourteen vegetation indices(VIs)fromUAVmultispectral images at these stages to estimate LAI and biomass.Wemodeled LAI and biomass based on these remotely sensed VIs and ground-truth measurements usingmachine learning methods,including linear regression,Random Forest(RF),and support vector regression(SVR).Thereafter,the models were applied to estimate LAI and biomass.According to the model results,LAI was better estimated at the R6 stage and biomass at the R3 stage.Compared to the other models,the RF models showed better estimation,i.e.,an R^(2) of about 0.58–0.68 with an RMSE(rootmean square error)of 0.52–0.60(m^(2)/m^(2))for the LAI and about 0.44–0.64 for R^(2) and 21–26(g dry weight/5 plants)for RMSE of biomass estimation.We performed a leave-one-out cross-validation.Based on cross-validatedmodels with field experiments,we also found that the R6 stage was the best for estimating LAI,and the R3 stage for estimating crop biomass.The cross-validated RF model showed the estimation ability with an R^(2) about 0.25–0.44 and RMSE of 0.65–0.85(m^(2)/m^(2))for LAI estimation;and R^(2) about 0.1–0.31 and an RMSE of about 28–35(g dry weight/5 plants)for crop biomass estimation.This result will be helpful to promote the use of non-destructive remote sensing methods to determine the crop LAI and biomass status,which may bring more efficient crop production and management.
基金Supported by Special Project for the Construction of the National Modern Agricultural Industry Technology System(CARS-04-CES16).
文摘The soybean and corn strip compound planting technology is a crucial measure for improving land use efficiency and ensuring food security.This paper deeply analyzed the principles,advantages,and key technical aspects of this technology,including variety selection,planting pattern,sowing management,and field management.It also illustrated its application effectiveness through practical cases and proposed corresponding solutions to existing challenges in its promotion.This study provides theoretical support and practical reference for the widespread adoption and efficient application of this technology.
基金Supported by Special Project for the Construction of the National Modern Agricultural Industry Technology System(CARS-04-CES16).
文摘As an important grain and oil crop,soybean occupies an important position in China s agricultural production.High quality and stable yield of spring soybean is of great significance for ensuring food security and increasing farmers income.Based on the planting experience and scientific research achievements in many regions,this paper systematically expounded a series of cultivation techniques of spring soybean with high quality and high yield from variety selection,preparation before sowing,sowing techniques,field management to disease and pest control and harvest and storage,aiming to provide scientific and comprehensive guidance for soybean growers and promote the development of soybean industry.
基金supported by the National Natural Science Foundation of China(U23B20156,52174033).
文摘Resin plugging agents play a pivotal role in addressing casing damage in oil and gas fields.However,the widespread use of epoxy resin is constrained by its high cost and non-renewable origin,while plant-based resins often suffer from inadequate mechanical properties,which limit their effectiveness in such applications.This study introduces BEOPA,an innovative,renewable,high-strength resin plugging agent derived from epoxidized soybean oil(ESO)and enhanced with bisphenol A-type benzoxazine(BZ).In this study,the synthesis process,reactionmechanism,and application performance of this novelmaterial are systematically presented,explored and optimized.It is shown that the optimal formulation of BEOPA includes 41.4 wt%ESO,24.8 wt%BZ,24.8 wt%methylhexahydrophthalic anhydride(MHHPA),8.2 wt%styrene(ST),and 0.8 wt%N,N-dimethylbenzylamine(BDMA),yielding an impressive compressive strength of 93.7 MPa.The integration of ESO and BZ creates an intricate and robust double crosslinking network,significantly enhancing material strength and durability.BEOPA exhibits a tunable curing time,ranging from 0.5 to 15 h,with viscosities below 300 mPa⋅s at 25℃and 75mPa⋅s at 50℃.Furthermore,it demonstrates exceptional thermal stability within the 100℃-150℃range,even in environments with mineral salt concentrations as high as 43,330 mg/L.Remarkably,BEOPA achieves superior plugging performance,sustaining breakthrough pressures exceeding 29.7 MPa in 1 mm crack cores.
