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A novel Effective Panicle Number per Plant 4 haplotype enhances grain yield by coordinating panicle number and grain number in rice
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作者 Yun Wang Xiaoqian Wang +6 位作者 Laiyuan Zhai Sundus Zafar Congcong Shen Shuangbing Zhu Kai Chen Yun Wang Jianlong Xu 《The Crop Journal》 SCIE CSCD 2024年第1期202-212,共11页
Increasing effective panicle number per plant(EPN)is one approach to increase yield potential in rice.However,molecular mechanisms underlying EPN remain unclear.In this study,we integrated mapbased cloning and genome-... Increasing effective panicle number per plant(EPN)is one approach to increase yield potential in rice.However,molecular mechanisms underlying EPN remain unclear.In this study,we integrated mapbased cloning and genome-wide association analysis to identify the EPN4 gene,which is allelic to NARROW LEAF1(NAL1).Overexpression lines containing the Teqing allele(TQ)of EPN4 had significantly increased EPN.NIL-EPN4^(TQ) in japonica(geng)cultivar Lemont(LT)exhibited significantly improved EPN but decreased grain number and flag leaf size relative to LT.Haplotype analysis indicated that accessions with EPN4-1 had medium EPN,medium grain number,and medium grain weight,but had the highest grain yield among seven haplotypes,indicating that EPN4-1 is an elite haplotype of EPN4 for positive coordination of the three components of grain yield.Furthermore,accessions carrying the combination of EPN4-1 and haplotype GNP1-6 of GNP1 for grain number per panicle showed higher grain yield than those with other allele combinations.Therefore,pyramiding of EPN4-1 and GNP1-6 could be a preferred approach to obtain high yield potential in breeding. 展开更多
关键词 RICE Effective panicle number per plant grain number per panicle HAPLOTYPE grain yield potential
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The wheat sucrose synthase gene TaSus1 is a determinant of grain number per spike
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作者 Liping Shen Lili Zhang +20 位作者 Changbin Yin Xiaowan Xu Yangyang Liu Kuocheng Shen He Wu Zhiwen Sun Ke Wang Zhonghu He Xueyong Zhang Chenyang Hao Jian Hou Aoyue Bi Xuebo Zhao Daxing Xu Botao Ye Xuchang Yu Ziying Wang Danni Liu Yuanfeng Hao Fei Lu Zifeng Guo 《The Crop Journal》 SCIE CSCD 2024年第1期295-300,共6页
Some haplotypes of the sucrose synthase gene TaSus1 are associated with thousand-grain weight(TGW)in wheat(Triticum aestivum L.).However,no mutations have been identified within the gene to test this association.The e... Some haplotypes of the sucrose synthase gene TaSus1 are associated with thousand-grain weight(TGW)in wheat(Triticum aestivum L.).However,no mutations have been identified within the gene to test this association.The effects of TaSus1 on grain number per spike(GNS)also are largely unknown.Our previous genome-wide association study identified TaSus-A1 as a candidate gene controlling fertile spikelet number per spike(FSN).In the present study,we generated two independent mutants for the three TaSus1 homoeologs by CRISPR/Cas9-mediated genome editing.The triple mutants displayed lower FSN,GNS,grain number per spikelet(GNST),and TGW than wild-type plants.In 306 hexaploid wheat accessions,two single-nucleotide polymorphisms in TaSus-A1 contributed differently to GNS.Introgression of the two alleles into a wheat genetic background confirmed their effects.The alleles differed in geographical distribution among the accessions. 展开更多
关键词 Domestication selection Fertile spikelet number per spike(FSN) Geographical differentiation grain number per spike(GNS) TaSus1
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Effect of delayed sowing on grain number, grain weight, and protein concentration of wheat grains at specific positions within spikes 被引量:1
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作者 CHU Jin-peng GUO Xin-hu +3 位作者 ZHENG Fei-na ZHANG Xiu DAI Xing-long HE Ming-rong 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2023年第8期2359-2369,共11页
Delays in sowing have significant effects on the grain yield,yield components,and grain protein concentrations of winter wheat.However,little is known about how delayed sowing affects these characteristics at differen... Delays in sowing have significant effects on the grain yield,yield components,and grain protein concentrations of winter wheat.However,little is known about how delayed sowing affects these characteristics at different positions in the wheat spikes.In this study,the effects of sowing date were investigated in a winter wheat cultivar,Shannong 30,which was sown in 2019 and 2020 on October 8(normal sowing)and October 22(late sowing)under field conditions.Delayed sowing increased the partitioning of ^(13)C-assimilates to spikes,particularly to florets at the apical section of a spike and those occupying distal positions on the same spikelet.Consequently,the increase in grain number was the greatest for the apical sections,followed by the basal and central sections.No significant differences were observed between sowing dates in the superior grain number in the basal and central sections,while the number in apical sections was significantly different.The number of inferior grains in each section also increased substantially in response to delayed sowing.The average grain weights in all sections remained unchanged under delayed sowing because there were parallel increases in grain number and ^(13)C-assimilate partitioning to grains at specific positions in the spikes.Increases in grain number m^(–2) resulted in reduced grain protein concentrations as the limited nitrogen supply was diluted into more grains.Delayed sowing caused the greatest reduction in grain protein concentration in the basal sections,followed by the central and apical sections.No significant differences in the reduction of the grain protein concentration were observed between the inferior and superior grains under delayed sowing.In conclusion,a 2-week delay in sowing improved grain yield through increased grain number per spike,which originated principally from an increased grain number in the apical sections of spikes and in distal positions on the same spikelet.However,grain protein concentrations declined in each section because of the increased grain number and reduced N uptake. 展开更多
关键词 WHEAT delay in sowing grain number grain weight grain protein concentration
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Introgression of chromosome 6PL terminal segment from Agropyron cristatum to increase both grain number and grain weight in wheat 被引量:1
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作者 Yida Lin Shenghui Zhou +9 位作者 Xuezhong Liang Bing Han Junli Yang Baojin Guo Jinpeng Zhang Haiming Han Weihua Liu Xinming Yang Xiuquan Li Lihui Li 《The Crop Journal》 SCIE CSCD 2023年第3期878-886,共9页
Agropyron cristatum(2n=4x=28,PPPP),which harbours many high-yield and disease-resistance genes,is a promising donor for wheat improvement.Narrow genetic diversity and the trade-off between grain weight and grain numbe... Agropyron cristatum(2n=4x=28,PPPP),which harbours many high-yield and disease-resistance genes,is a promising donor for wheat improvement.Narrow genetic diversity and the trade-off between grain weight and grain number have become bottlenecks for increasing grain yield in wheat.In this study,a novel translocation line,WAT650l,was derived from the chromosome 6P addition line 4844–12,which can simultaneously increase both grain number per spike(GNS)and thousand-grain weight(TGW).Cytological analysis and molecular marker analysis revealed that WAT650l was a 5BL.5BS-6PL(bin 12–17)translocation line.Assessment of agronomic traits and analysis of the BC4F2 and BC5F2 populations suggested that the 6PL terminal chromosome segment in WAT650l resulted in increased grain number per spike(average increased by 14.07 grains),thousand-grain weight(average increased by 4.31 g),flag leaf length,plant height,spikelet number per spike and kernel number per spikelet during the two growing seasons of 2020–2021 and 2021–2022.Additionally,the increased GNS locus and high-TGW locus of WAT650l were mapped to the bins 16–17 and 12–13,respectively,on chromosome 6PL by genetic population analysis of three translocation lines.In summary,we provide a valuable germplasm resource for broadening the genetic base of wheat and overcoming the negative relationship between GNS and TGW in wheat breeding. 展开更多
关键词 Agropyron cristatum WHEAT grain number per spike Thousand-grain weight Translocation lines
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Late spring cold reduces grain number at various spike positions by regulating spike growth and assimilate distribution in winter wheat
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作者 Feifei Lin Cheng Li +8 位作者 Bo Xu Jian Chen Anheng Chen Muhammad A.Hassan Binbin Liu Hui Xu Xiang Chen Jianqiang Sun Jincai Li 《The Crop Journal》 SCIE CSCD 2023年第4期1272-1278,共7页
Late spring cold(LSC) occurred in the reproductive period of wheat impairs spike and floret differentiation during the reproductive period,when young spikelets are very cold-sensitive.However,under LSC,the responses o... Late spring cold(LSC) occurred in the reproductive period of wheat impairs spike and floret differentiation during the reproductive period,when young spikelets are very cold-sensitive.However,under LSC,the responses of wheat spikelets at various positions,leaves,and stems and the interactions between them at physiological levels remain unclear.In the present study,two-year treatments at terminal spikelet stage under two temperatures(2 C,-2 C) and durations(1,2,and 3 days) were imposed in an artificial climate chamber to compare the effects of LSC on grain number and yield in the wheat cultivars Yannong 19(YN19,cold-tolerant) and Xinmai 26(XM26,cold-sensitive).The night temperature regimes were designed to reproduce natural temperature variation.LSC delayed plant growth and inhibited spike and floret differentiation,leading to high yield losses in both cultivars.LSC reduced dry matter accumulation(DMA,g) in spikes,stems,and leaves,reducing the DMA ratios of the spike to leaf and spike to stem.Plant cell wall invertase(CWINV) activity increased in upper and basal spikelets in YN19,whereas CWINV increased in middle spikelets in XM26.Under LSC,soluble sugar and glucose were transported and distributed mainly in upper and basal spikelets for glume and rachis development,so that spike development was relatively complete in YN19,whereas the upper and basal spikelets were severely damaged and most of the glumes in middle spikelets were relatively completely developed in XM26,resulting in pollen abortion mainly in upper and basal spikelets.The development of glumes and rachides was influenced and grain number per spike was decreased after LSC,with kernels present mainly in middle spikelets.Overall,reduced total DMA and dry matter partitioning to spikes under LSC results in poor spikelet development,leading to high losses of grain yield. 展开更多
关键词 WHEAT Late spring cold Dry matter accumulation Cell wall invertase grain number Yield
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Raised bed planting promotes grain number per spike in wheat grown after rice by improving spike differentiation and enhancing photosynthetic capacity
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作者 DU Xiang-bei XI Min +3 位作者 WEI Zhi CHEN Xiao-fei WU Wen-ge KONG Ling-cong 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2023年第6期1631-1644,共14页
The yield of wheat in wheat–rice rotation cropping systems in the Yangtze River Plain, China, is adversely impacted by waterlogging. A raised bed planting(RBP) pattern may reduce waterlogging and increase the wheat y... The yield of wheat in wheat–rice rotation cropping systems in the Yangtze River Plain, China, is adversely impacted by waterlogging. A raised bed planting(RBP) pattern may reduce waterlogging and increase the wheat yield after rice cultivation by improving the grain number per spike. However, the physiological basis for grain formation under RBP conditions remains poorly understood. The present study was performed over two growing seasons(2018/2019and 2019/2020) to examine the effects of the planting pattern(i.e., RBP and flat planting(FP)) on the floret and grain formation features and leaf photosynthetic source characteristics of wheat. The results indicated that implementation of the RBP pattern improved the soil–plant nitrogen(N) supply during floret development, which facilitated balanced floret development, resulting in a 9.5% increase in the number of fertile florets per spike. Moreover, the RBP pattern delayed wheat leaf senescence and increased the photosynthetic source capacity by 13.9%, which produced more assimilates for grain filling. Delayed leaf senescence was attributed to the resultant high leaf N content and enhanced antioxidant metabolism. Correspondingly, under RBP conditions, 7.6–8.6% more grains per spike were recorded, and the grain yield was ultimately enhanced by 10.4–12.7%. These results demonstrate that the improvement of the spike differentiation process and the enhancement of the leaf photosynthetic capacity were the main reasons for the increased grain number per spike of wheat under the RBP pattern, and additional improvements in this technique should be achievable through further investigation. 展开更多
关键词 grain number floret development photosynthetic capacity wheat grown after rice
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Fine Mapping and Cloning of the Grain Number Per-Panicle Gene (Gnp4) on Chromosome 4 in Rice (Oryza sativa L.) 被引量:17
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作者 ZHANG Zhan-ying LI Jin-jie YAO Guo-xin ZHANG Hong-liang DOU Hui-jing SHI Hong-li SUN Xing-ming LI Zi-chao 《Agricultural Sciences in China》 CAS CSCD 2011年第12期1825-1833,共9页
Grain number per-panicle is one of the most important components for rice yield. Spikelets on the primary and secondary branches determine the grain number per-panicle in rice. In this study, we identified a natural m... Grain number per-panicle is one of the most important components for rice yield. Spikelets on the primary and secondary branches determine the grain number per-panicle in rice. In this study, we identified a natural mutant, gnp4, lack of lateral spikelet on the secondary branches in the field condition. In addition, the Gnp4 and Lax1-1 double mutant showed dramatically reduced secondary branches and spikelets in panicle at reproductive stage, and tillers at vegetative stage. By map-based cloning approach, and using four F2 segregating populations, the Gnp4 gene was finally mapped to a 10.7-kb region on the long arm of chromosome 4 in rice. In this region, only one gene was predicted, and genomic DNA sequencing of the 10.7-kb region showed no nucleotide differences between the mutant and wild type. Interestingly, we found that the methylation level of several cytosines in the promoter CpG islands region of the predicted gene in gnp4 were different from the wild type. Thus, we propose that the DNA methylation changes at these sites may induce to decrease expression level of Gnp4, consequently, resulting in phenotypic variation. 展开更多
关键词 RICE gnp4 laxl-1 grain number per-panicle methylation
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Inheritance and Availability of High Grain Number Per Spike in Two Wheat Germplasm Lines 被引量:6
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作者 CHEN Dan ZHANG Jin-peng +5 位作者 WANG Jian-sheng YANG Xin-ming LIU Wei-hua GAQ Ai-nong LI Xiu-quan LI Li-hui 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2012年第9期1409-1416,共8页
Grain number per spike (GNPS) is a major factor in wheat yield breeding. The development of high GNPS germplasm is widely emphasized in wheat-yield breeding. This paper reported two high GNPS wheat germplasm lines, ... Grain number per spike (GNPS) is a major factor in wheat yield breeding. The development of high GNPS germplasm is widely emphasized in wheat-yield breeding. This paper reported two high GNPS wheat germplasm lines, Pubing 3228 and Pubing 3504, which had a stable and wide adaptability to different ecological regions. By exploring a nested cross design with reciprocals using Pubing 3228 or Pubing 3504 as a common parent and investigating the GNPS phenotypes of F1 hybrids in 2007-2008 and F2 populations in 2008-2009 of different cross combinations, the narrow-sense GNPS heritability was up to 49.58 and 52.23%, respectively. Genetic model analysis predictions suggested that GNPS in Pubing 3228 and Pubing 3504 was mainly controlled by additive genetic effects. Correlation analysis results between GNPS and 1 000- kernel weight (TKW) of F2 populations showed that TKW was not influenced with the increase of GNPS. The good coordination among three yield components of spike number per plant (SNPP), GNPS, and TKW in the F2 segregating population implied that selection of good candidate individuals in breeding programs would be relatively straightforward. Overall, our results indicated that Pubing 3228 and Pubing 3504 are two potential germplasm lines for yield improvement of GNPS in pedigree selection of wheat breeding. 展开更多
关键词 WHEAT high grain number per spike INHERITANCE yield breeding
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QTL mapping for grain number per spikelet in wheat using a high-density genetic map 被引量:5
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作者 Yu Lin Xiaojun Jiang +14 位作者 Haiyan Hu Kunyu Zhou Qing Wang Shifan Yu Xilan Yang Zhiqiang Wang Fangkun Wu Shihang Liu Caixia Li Mei Deng Jian Ma Guangdeng Chen Yuming Wei Youliang Zheng Yaxi Liu 《The Crop Journal》 SCIE CSCD 2021年第5期1108-1114,共7页
Grain number per spikelet (GNS) is a key determinant of grain yield in wheat.A recombinant inbred line population comprising 300 lines was developed from a cross between a high GNS variety H461 and Chinese Spring from... Grain number per spikelet (GNS) is a key determinant of grain yield in wheat.A recombinant inbred line population comprising 300 lines was developed from a cross between a high GNS variety H461 and Chinese Spring from which the reference genome assembly of bread wheat was obtained.Both parents and the recombinant inbred lines were genotyped using the wheat 55K single nucleotide polymorphism(SNP) array.A high-density genetic map containing 21,197 SNPs was obtained.These markers covered each of the 21 chromosomes with a total linkage distance of 3792.71 c M.Locations of these markers in this linkage map were highly consistent with their physical locations in the genome assembly of Chinese Spring.The two parents and the whole RIL population were assessed for GNS in two consecutive years at two different locations.Based on multi-environment phenotype data and best liner unbiased prediction values,three quantitative trait loci (QTL) for GNS were identified.One of them located on chromosomes 2B and the other two on 2D.Phenotypic variation explained by these loci varied from 3.07%to26.57%.One of these QTL,QGns.sicau-2D-2,was identified in each of all trials conducted.Based on the best linear unbiased prediction values,this locus explained 19.59%–26.57%of phenotypic variation.A KASP(Kompetitive Allele-Specific PCR) marker closely linked with this locus was generated and used to validate the effects of this locus in three different genetic backgrounds.The identified QTL and the KASP marker developed for it will be highly valuable in fine-mapping the locus and in exploiting it for markerassisted selection in wheat breeding programs. 展开更多
关键词 Chinese Spring grain number per spikelet High-density map KASP Quantitative trait locus
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A natural allele of TAW1 contributes to high grain number and grain yield in rice 被引量:2
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作者 Hua Yuan Zhengyan Xu +12 位作者 Xueqin Tan Peng Gao Mengya Jin Wencheng Song Shiguang Wang Yunhai Kang Peixiong Liu Bin Tu Yuping Wang Peng Qin Shigui Li Bingtian Ma Weilan Chen 《The Crop Journal》 SCIE CSCD 2021年第5期1060-1069,共10页
Grain number per panicle (GNP) is a complex trait controlled by quantitative trait loci (QTL),directly determining grain yield in rice.Identifying GNP-associated QTL is desirable for increasing rice yield.A rice chrom... Grain number per panicle (GNP) is a complex trait controlled by quantitative trait loci (QTL),directly determining grain yield in rice.Identifying GNP-associated QTL is desirable for increasing rice yield.A rice chromosome segment substitution line (CSSL),F771,which showed increased panicle length and GNP,was identified in a set of CSSLs derived from a cross between two indica cultivars,R498 (recipient) and WY11327 (donor).Genetic analysis showed that the panicle traits in F771 were semidominant and controlled by multiple QTL.Six QTL were consistently identified by QTL-seq analysis.Among them,the major QTL q PLN10 for panicle length and GNP was localized to a 121-kb interval between markers N802 and N909 on chromosome 10.Based on quantitative real-time PCR and sequence analysis,TAWAWA1(TAW1),a known regulator of rice inflorescence architecture,was identified as the candidate gene for q PLN10.A near-isogenic line,NIL-TAW1,was developed to evaluate its effects.In comparison with the recurrent parent R498,NIL-TAW1 showed increased panicle length (14.0%),number of secondary branches (20.9%) and GNP (22.0%),and the final grain yield per plant of NIL-TAW1 was increased by18.6%.Transgenic experiments showed that an appropriate expression level of TAW1 was necessary for panicle development.Haplotype analysis suggested that the favorable F771-type (Hap 13) of TAW1was introduced from aus accessions and had great potential value in high-yield breeding both in indica and japonica varieties.Our results provide a promising genetic resource for rice grain yield improvement. 展开更多
关键词 RICE Panicle length grain number per panicle Quantitative trait locus TAW1
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Comparison of QTL for Grain Number per Panicle in Three Populations Sharing 3 Parents and Fine Mapping of Gn1c
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作者 T.M. Liu  D.H. Mao  X.F. Bai  C.G. Xu Q.F. Zhang  Y.Z. Xing 《分子植物育种》 CAS CSCD 2007年第2期221-222,共2页
Complex traits, such as yield components, are inherited in a quantitative manner and typically controlled by quantitative trait loci (QTL). Grain number per panicle (GN) is an important component of yield in rice and
关键词 圆锥花序 重组体 稻子 灯基因
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OsSPL18 controls grain weight and grain number in rice 被引量:9
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作者 Hua Yuan Peng Qin +13 位作者 Li Hu Shijie Zhan Shifu Wang Peng Gao Jing Li Mengya Jin Zhengyan Xu Qiang Gao Anping Du Bin Tu Weilan Chen Bingtian Ma Yuping Wang Shigui Li 《Journal of Genetics and Genomics》 SCIE CAS CSCD 2019年第1期41-51,共11页
Grain weight and grain number are two important traits directly determining grain yield in rice. To date,a lot of genes related to grain weight and grain number have been identified; however, the regulatory mechanism ... Grain weight and grain number are two important traits directly determining grain yield in rice. To date,a lot of genes related to grain weight and grain number have been identified; however, the regulatory mechanism underlying these genes remains largely unknown. In this study, we studied the biological function of OsSPL18 during grain and panicle development in rice. Knockout (KO) mutants of OsSPL18exhibited reduced grain width and thickness, panicle length and grain number, but increased tiller number. Cytological analysis showed that OsSPL18 regulates the development of spikelet hulls by affecting cell proliferation. qRT-PCR and GUS staining analyses showed that OsSPL18 was highly expressed in developing young panicles and young spikelet hulls, in agreement with its function in regulating grain and panicle development. Transcriptional activation experiments indicated that OsSPL18is a functional transcription factor with activation domains in both the N-terminus and C-terminus, and both activation domains are indispensable for its biological functions. Quantitative expression analysis showed that DEP1, a major grain number regulator, was significantly down-regulated in OsSPL18 KO lines.Both yeast one-hybrid and dual-luciferase (LUC) assays showed that OsSPL18 could bind to the DEP1promoter, suggesting that OsSPL18 regulates panicle development by positively regulating the expression of DEP1. Sequence analysis showed that OsSPL18 contains the OsmiR156k complementary sequence in the third exon; 5?RLM-RACE experiments indicated that OsSPL18 could be cleaved by OsmiR156k. Taken together, our results uncovered a new OsmiR156k-OsSPL18-DEP1 pathway regulating grain number in rice. 展开更多
关键词 OsSPL18 grain WEIGHT grain number DEP1 RICE
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Characterization of a new hexaploid triticale 6D(6A) substitution line with increased grain weight and decreased spikelet number
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作者 Zhiyu Feng Zhongqi Qi +8 位作者 Dejie Du Mingyi Zhang Aiju Zhao Zhaorong Hu Mingming Xin Yingyin Yao Huiru Peng Qixin Sun Zhongfu Ni 《The Crop Journal》 SCIE CAS CSCD 2019年第5期598-607,共10页
Hexaploid triticale(×Triticosecale,AABBRR)is an important forage crop and a promising energy plant.Transferring D-genome chromosomes or segments from common wheat(Triticum aestivum)into hexaploid triticale is att... Hexaploid triticale(×Triticosecale,AABBRR)is an important forage crop and a promising energy plant.Transferring D-genome chromosomes or segments from common wheat(Triticum aestivum)into hexaploid triticale is attractive in improving its economically important traits.Here,a hexaploid triticale 6D(6A)substitution line Lin 456 derived from the cross between the octoploid triticale line H400 and the hexaploid wheat Lin 56 was identified and analyzed by genomic in situ hybridization(GISH),fluorescence in situ hybridization(FISH),and molecular markers.The GISH analysis showed that Lin 456 is a hexaploid triticalewith 14 rye(Secale cereale)chromosomes and 28 wheat chromosomes,whereas non-denaturing fluorescence in situ hybridization(ND-FISH)and molecular marker analysis revealed that it is a 6D(6A)substitution line.In contrast to previous studies,the signal of Oligo-pSc119.2 was observed at the distal end of 6DL in Lin 456.The wheat chromosome 6D was associatedwith increased grain weight and decreased spikelet number using the genotypic data combined with the phenotypes of the F2 population in the three environments.The thousand-grain weight and grain width in the substitution individuals were significantly higher than those in the non-substitution individuals in the F2 population across the three environments.We propose that the hexaploid triticale 6D(6A)substitution line Lin 456 can be a valuable and promising donor stock for genetic improvement during triticale breeding. 展开更多
关键词 In SITU HYBRIDIZATION SPIKELET number SUBSTITUTION line Thousand-grain weight TRITICALE
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基于纹理特征与深度学习的小麦图像中的穗粒分割与计数
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作者 许鑫 耿庆 +2 位作者 郑凯 石磊 马新明 《江苏农业学报》 CSCD 北大核心 2024年第4期661-674,共14页
穗粒数是小麦产量构成的重要因素和估测产量的参数之一,传统的人工计数方法耗时费力,人为因素影响大。为了实现对小麦穗粒数的智能、快速监测,以百农307、新麦26、稷麦336这3个小麦品种为试验材料,利用智能手机于小麦灌浆后期拍摄麦穗图... 穗粒数是小麦产量构成的重要因素和估测产量的参数之一,传统的人工计数方法耗时费力,人为因素影响大。为了实现对小麦穗粒数的智能、快速监测,以百农307、新麦26、稷麦336这3个小麦品种为试验材料,利用智能手机于小麦灌浆后期拍摄麦穗图像,随后对麦穗图像进行预处理并归一化为480×480像素大小,结合深度学习和迁移学习机制,构建基于冻结-解冻机制的HRNet模型的小麦小穗图像分割计数深度学习模型,利用图像处理算法、小麦小穗图像纹理特征确定小穗像素数与穗粒数之间的关系阈值,构建小穗粒数预测模型,实现对小麦穗粒的预测计数。结果表明,对比同样采用冻结-解冻机制的PSPNet模型、DeeplabV3+分割模型、U-Net模型及无冻结解冻机制的HRNet模型,采用基于冻结-解冻机制的HRNet模型对小麦小穗的分割效果更优,且具有更好的鲁棒性,分割精确度为0.9594,平均交并比(mIoU)为0.9119,类别平均像素准确率(mPA)为0.9419,召回率为0.9419;通过3个不同品种小麦的麦穗图像对小穗进行计数,所得决定系数(R2)为0.92,平均绝对误差为0.73,平均相对误差为2.89%;籽粒计数的R2为0.92,平均绝对误差为0.43,平均相对误差为5.51%。由研究结果可知,基于冻结-解冻机制得出的HRNet模型的小麦小穗图像分割算法能够有效分割小麦图像中的小穗,并获得更加丰富的语义信息,可用于解决小目标图像分割困难及训练欠拟合问题,通过粒数预测模型可以快速、精确地对小麦的籽粒数进行预测,从而为小麦高效、智能化估产提供算法支撑。 展开更多
关键词 麦穗 籽粒数 图像处理 HRNet 深度学习 图像分割
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Pollination dynamics, grain weight and grain cell number within the inflorescence and spikelet in oat and wheat
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作者 Ari Rajala Pirjo Peltonen-Sainio 《Agricultural Sciences》 2011年第3期283-290,共8页
Oat (Avena sativa L.) and wheat (Triticum aestivum L.) vary in the structure of their inflores-cences and also in how pollination proceeds within the inflorescence. In both species the grain position in the spikelet d... Oat (Avena sativa L.) and wheat (Triticum aestivum L.) vary in the structure of their inflores-cences and also in how pollination proceeds within the inflorescence. In both species the grain position in the spikelet determines grain weight potential. Primary grains in oat and proximal grains in wheat weigh more than secondary and distal grains. This variation in grain weight can potentially result from differences in post-pollination cell division in the grain. In this study pollination duration and dynamics were analyzed from head samples collected at two-day intervals, starting from the pollination of the most advanced floret. The number of grain cells was determined for individual grains throughout the inflorescence, starting from the pollination event. When mature, grain position in the spikelet and spike was noted and grain weight assessed. Pollination advance in oat proceeded from the uppermost primary floret towards the basal spikelets in ten to eleven days. Within the spikelet, the primary floret was pollinated on average one day earlier than the secondary floret. In wheat, pollination duration was four to five days, starting from the proximal florets in the mid-section of the inflorescence progressing towards the apical and basal spikelets. Proximal florets were pollinated one to two days earlier than distal florets. Maximum cell number in primary grains exceeded that of secondary grains in two oat cultivars. Similarly, primary grains were heavier than secondary grains. Cell number and single grain weight were correlated in terms of grain position in the spikelet (primary – secondary) and cultivar. Oat cultivar Belinda had a higher single grain weight than Fiia, which was also expressed as larger grain cell number. In wheat, proximal grains had higher maximum cell numbers and were also heavier than distal grains. This grain weight gradient was apparent throughout the inflorescence. Consequently, grain cell number is one of the possible regulators of grain-filling capacity in both cereal crops. 展开更多
关键词 CELL number Distal grain Filling Potential Floret OAT POLLINATION Primary grain Proximal grain Secondary grain WHEAT Cell-PLoc Signal-CF Signal-3L
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A dynamic regulation of nitrogen on floret primordia development in wheat
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作者 Zhen Zhang Yujing Li +6 位作者 Yuxun Wu Xiaoyu Zheng Xiaolei Guo Wan Sun Zhencai Sun Zhimin Wang Yinghua Zhang 《The Crop Journal》 SCIE CSCD 2024年第1期271-280,共10页
Nitrogen(N)fertilization is critical for spike and floret development,which affects the number of fertile florets per spike(NFFs).However,the physiological regulation of the floret development process by N fertilizati... Nitrogen(N)fertilization is critical for spike and floret development,which affects the number of fertile florets per spike(NFFs).However,the physiological regulation of the floret development process by N fertilization is largely unknown.A high temporal-resolution investigation of floret primordia number and morphology,dry matter,and N availability was conducted under three N fertilization levels:0(N0),120(N1)and 240(N2)kg ha^(−1).Interestingly,fertile florets at anthesis stage were determined by those floret primordia with meiotic ability at booting stage:meiotic ability was a threshold that predicted whether a floret primordium became fertile or abortive florets.Because the developmental rate of the 4th floret primordium in the central spikelet was accelerated and then they acquired meiotic ability,the NFFs increased gradually as N application increased,but the increase range decreased under N2.There were no differences in spike N concentration among treatments,but leaf N concentration was increased in the N1 and N2 treatments.Correspondingly,dry matter accumulation and N content of the leaf and spike in the N1 and N2 treatments was increased as compared to N0.Clearly,optimal N fertilization increased leaf N availability and transport of assimilates to spikes,and allowed more floret primordia to acquire meiotic ability and become fertile florets,finally increasing NFFs.There was no difference in leaf N concentration between N1 and N2 treatment,whereas soil N concentration at 0–60 cm soil layers was higher in N2 than in N1 treatment,implying that there was still some N fertilization that remained unused.Therefore,improving the leaf’s ability to further use N fertilizer is vital for greater NFFs. 展开更多
关键词 Fertile florets Floret primordia grain number Meiotic ability Morphological development
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不同季秸秆还田对冬小麦不同穗粒位结实粒数和粒重的影响
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作者 陈翔 蔡洪梅 +9 位作者 吴宇 唐志伟 许波 刘绿洲 于敏 王捧娜 代雯慈 翁颖 郑宝强 李金才 《麦类作物学报》 CAS CSCD 北大核心 2024年第6期803-815,共13页
为探讨安徽淮北平原砂姜黑土区长期秸秆连续全量还田对冬小麦穗部结实特性的影响,2021-2022年基于农业农村部华东地区作物栽培科学观测站13年的长期定位试验,比较分析了小麦单季秸秆全量粉碎覆盖还田(T1)、小麦玉米秸秆全量粉碎还田(T2... 为探讨安徽淮北平原砂姜黑土区长期秸秆连续全量还田对冬小麦穗部结实特性的影响,2021-2022年基于农业农村部华东地区作物栽培科学观测站13年的长期定位试验,比较分析了小麦单季秸秆全量粉碎覆盖还田(T1)、小麦玉米秸秆全量粉碎还田(T2)、玉米秸秆全量粉碎翻埋还田(T3)、小麦玉米秸秆全年不还田(CK)4个不同还田模式下小麦不同小穗位结实粒数及粒重的差异。结果表明,T1、T2、T3处理的主茎穗小穗结实总粒数较CK分别提高了21.21%、7.50%和12.55%;第2粒位(G2)结实粒数分别提高了7.71%、7.71%和5.79%;上部小穗结实粒数分别提高了51.41%、22.79%和31.36%,其G2结实粒数分别提高了30.95%、30.95%和23.09%,其中T1处理对小麦粒数的提升效果最好。不同季秸秆还田处理下小麦主茎穗及其G2粒重、分蘖穗及其第三粒位(G3)粒重均高于CK,T1、T2和T3处理的主茎穗粒重增幅分别为16.06%、4.14%和16.06%,分蘖穗增幅分别为9.86%、0.71%和8.87%;T1、T2和T3处理下主茎穗G2粒重增幅分别为20.69%、10.34%和17.24%,分蘖穗G3粒重4.55%、2.27%和6.82%,其中T1处理对粒重提升效果最好,其次是T3。综合来看,在安徽淮北平原砂姜黑土区长期秸秆还田能够提高小麦穗粒数和粒重,进而促进产量提升,其中T1处理对小麦结实粒数和粒重的提升效果最好,是适宜在该地区推广的秸秆还田模式。 展开更多
关键词 秸秆还田 小麦 主茎与分蘖 穗粒位 穗粒数 粒重
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秸秆覆盖与施磷对旱地小麦小花发育与结实特性的影响
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作者 谢炜 贺鹏 +5 位作者 马宏亮 雷芳 邹乔生 艾代龙 樊高琼 杨洪坤 《麦类作物学报》 CAS CSCD 北大核心 2024年第4期496-503,共8页
中国西南丘陵旱地气候冬干春旱且速效磷缺乏,是冬小麦生产的主要限制因素。为明确秸秆覆盖与施磷对西南丘陵旱地小麦小花发育与结实特性的影响,以川麦104为供试材料,采用裂区设计,主区为玉米秸秆覆盖(SM)和不覆盖(NSM),裂区为0、75和120... 中国西南丘陵旱地气候冬干春旱且速效磷缺乏,是冬小麦生产的主要限制因素。为明确秸秆覆盖与施磷对西南丘陵旱地小麦小花发育与结实特性的影响,以川麦104为供试材料,采用裂区设计,主区为玉米秸秆覆盖(SM)和不覆盖(NSM),裂区为0、75和120 kg P_(2)O_(5)·hm^(-2)3个施磷水平,比较分析了不同处理下小麦小花分化及结实特性的差异。结果表明,秸秆覆盖与施磷均可提高小麦小花分化数和可孕小花数,且磷素效应大于秸秆覆盖效应。与不施磷相比,施磷75和120 kg·hm^(-2)条件下最大分化小花数分别增加了17.4%和78.0%,可孕小花数分别增加27.0%和94.1%,小花存活率提高了16.5个百分点。施磷后穗基部可孕小花数和结实粒数增幅较大,穗中部和顶部增幅较小。与不施磷相比,施磷75和120 kg·hm^(-2)条件下,穗基部可孕小花数均极显著增加,增幅分别为100.0%和127.2%;结实粒数显著增加,增幅分别为186.4%和193.2%。秸秆覆盖后产量较不覆盖提高20.5%;施磷75和120 kg·hm^(-2)下产量较不施磷分别提高62.5%和78.1%。综上所述,秸秆覆盖配施磷肥可减少小花退化,增加可孕小花数和穗粒数有利于产量形成。 展开更多
关键词 冬小麦 秸秆覆盖 施磷 穗粒数 最大分化小花数 可孕小花数
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拔节期低温对小麦结实特性的影响及追施氮肥的缓解效应
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作者 张士雅 谭植 +6 位作者 李浩杰 雍玉东 周文银 李文阳 刘良柏 刘飞 闫素辉 《江汉大学学报(自然科学版)》 2024年第1期28-36,共9页
为明确氮肥对拔节期低温小麦结实粒数与粒重的影响,以小麦品种‘华成3366’为材料进行盆栽试验,在拔节期进行持续5 d(LT-T1)和10 d(LT-T2)的低温胁迫处理,以自然温度为对照(CK-LT),并在低温胁迫结束当天追施氮肥(LT-N),对盆栽小麦的穗... 为明确氮肥对拔节期低温小麦结实粒数与粒重的影响,以小麦品种‘华成3366’为材料进行盆栽试验,在拔节期进行持续5 d(LT-T1)和10 d(LT-T2)的低温胁迫处理,以自然温度为对照(CK-LT),并在低温胁迫结束当天追施氮肥(LT-N),对盆栽小麦的穗部性状、小穗发育和小花发育进行比较分析。结果表明:与CK-LT相比,随着低温时间的延长,LT处理下的穗数、穗粒数、粒重、总小穗数和总小花数降幅逐渐增大,而顶部结实小花数、基部结实小花数、强势结实小花数和弱势结实小花数均明显下降,其中基部结实小花数和弱势结实小花数下降幅度最大。与LT相比,随着低温时间的延长,LT-N处理下的穗粒数、穗数、粒重、总小穗数和总小花数升幅逐渐增大,不同穗位小花数之间相比发现顶部结实小花数、基部结实小花数、强势结实小花数、弱势结实小花数均有所增加,其中基部结实小花数和弱势结实小花数增加幅度最大。综上,拔节期低温主要通过减少基部结实小花数和弱势结实小花数,降低小花结实率,进而减少穗粒数和弱势粒重。低温后追施氮肥主要通过增加基部结实小花数和弱势结实小花数,提高基部小花和弱势小花结实率,增加基部小花和弱势小花对穗粒数的贡献率,进而增加穗粒数和弱势粒重,降低低温胁迫引起的产量损失。 展开更多
关键词 小麦 低温胁迫 氮肥 拨节期 结实粒数
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La掺杂对(In_(0.5)Nb_(0.5))_(0.10)Ti_(0.90)O_(2)陶瓷微观结构和介电性能的影响
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作者 张翠玲 陈建宾 《现代化工》 CAS CSCD 北大核心 2024年第3期182-187,共6页
In和Nb共掺杂TiO_(2)(INTO)陶瓷在100 kHz以下的巨大介电常数源于内部势垒层电容效应。根据这种电容效应,通过增加晶界对介电性能的贡献来降低其低频介电损耗。因此,将La掺杂到INTO陶瓷中,通过细化晶粒并增加晶界数量来降低陶瓷制备过... In和Nb共掺杂TiO_(2)(INTO)陶瓷在100 kHz以下的巨大介电常数源于内部势垒层电容效应。根据这种电容效应,通过增加晶界对介电性能的贡献来降低其低频介电损耗。因此,将La掺杂到INTO陶瓷中,通过细化晶粒并增加晶界数量来降低陶瓷制备过程中的能耗。结果表明,La掺杂减小了INTO陶瓷的晶粒尺寸,增加了陶瓷中晶界的数量,并且陶瓷中析出LaNbTiO_(6)二次相,在陶瓷晶粒之间形成高阻态的相界,降低陶瓷的低频介电损耗,优化了陶瓷介电常数的频率稳定性。 展开更多
关键词 共掺杂TiO_(2)陶瓷 内阻挡层电容效应 低频介电损耗 晶界数量 相界
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