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Correlation and variability analysis of yield and quality related traits in different peanut varieties across various ecological zones of China 被引量:1
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作者 Zhihui Wang Yue Zhang +8 位作者 Liying Yan Yuning Chen Yanping Kang Dongxin Huai Xin Wang Kede Liu huifang jiang Yong Lei Boshou Liao 《Oil Crop Science》 CSCD 2023年第4期236-242,共7页
Peanut cultivation in China spans various ecological zones, each with unique environmental conditions. Identifying suitable peanut varieties for these regions has been challenging due to significant phenotypic variati... Peanut cultivation in China spans various ecological zones, each with unique environmental conditions. Identifying suitable peanut varieties for these regions has been challenging due to significant phenotypic variations observed across environments. This study, based on a comprehensive analysis of 256 peanut varieties, selected nine representative varieties(Huayu23, Yuanza9102, Silihong, Wanhua2, Zhonghua6, Zhonghua16, Zhonghua21,Zhonghua215, Zhonghua24) for cultivation in five distinct ecological zones including Chengdu, Hefei, Nanjing,Shijiazhuang, and Wuhan. The yield and quality related phenotypic traits of these varieties were thoroughly assessed, revealing a complex interplay between genetic and environmental factors. Principal component analysis(PCA) effectively distinguished varieties based on yield and quality traits. Strong correlations were observed between specific traits, such as seed size and quality components. The G × E interaction was evident, as some varieties consistently performed better in certain environments. Varieties with lower coefficient of variation(CV)values exhibited stable trait expression, making them reliable choices for broad cultivation. In contrast, varieties with higher CV values displayed greater sensitivity to environmental fluctuations, potentially due to specific genetic factors. Two high oleic acid varieties, Zhonghua24 and Zhonghua215, demonstrated remarkable stability in oleic acid content across diverse environments, suggesting the presence of genetic mechanisms that buffer against environmental variations. Overall, this study underscores the importance of selecting peanut varieties based on their adaptability and performance in specific ecological zones. These findings provide valuable insights for peanut breeders and farmers, facilitating informed decisions for improved crop production and quality. 展开更多
关键词 PEANUT Yield trait Quality trait Correlation analysis Variability analysis
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A systematic identification of cold tolerance genes in peanut using yeast functional screening system
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作者 Xin Wang Yue Liu +11 位作者 Ruonan Yao Lei Ouyang Tingting Yu Liying Yan Yuning Chen Dongxin Huai Zhihui Wang Yanping Kang Qianqian Wang huifang jiang Yong Lei Boshou Liao 《Oil Crop Science》 CSCD 2023年第3期184-190,共7页
Peanut(Arachis hypogaea L.)is a thermophilic crop,and low temperature leads to a significant reduction in annual yields.Despite a few cold tolerant germplasms or cultivars have been discovered and developed,molecular ... Peanut(Arachis hypogaea L.)is a thermophilic crop,and low temperature leads to a significant reduction in annual yields.Despite a few cold tolerant germplasms or cultivars have been discovered and developed,molecular mechanisms governing peanut cold tolerance is poorly understood.Identification of keys genes involved in cold tolerance is the first step to address the underlying mechanism.In this study,we isolated and characterized 157 genes with potentials to confer cold tolerance in peanut by using a yeast functional screening system.GO(Gene ontology)and KEGG(Kyoto encyclopedia of genes and genomes)enrichment analysis of these genes revealed that ribosome and photosynthesis proteins might play essential roles in peanut cold response.Transcriptome results indicated that 60 cold tolerance candidate genes were significantly induced or depressed by low temperature.qRT-PCR analysis demonstrated that several candidate genes could be also regulated by salt or drought stress.Individual overexpression of two UDP-glycosyltransferases(AhUGT2 and AhUGT268)in transgenic yeast cells could enhance their tolerance to multiple abiotic stress.In conclusion,this study advances our understanding of the mechanisms associated with the cold stress responses in peanut,and offers valuable gene resources for genetic improvement of abiotic stress tolerance in crops. 展开更多
关键词 PEANUT Yeast screening system Cold tolerance UDP-glycosyltransferase Abiotic stress
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Safe conservation and utilization of peanut germplasm resources in the Oil Crops Middle-term Genebank of China 被引量:3
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作者 Xiaojing Zhou Xiaoping Ren +6 位作者 Huaiyong Luo Li Huang Nian Liu Weigang Chen Yong Lei Boshou Liao huifang jiang 《Oil Crop Science》 CSCD 2022年第1期9-13,共5页
Peanut(Arachis hypogaea L.)is an important oil and cash crop in the world.Peanut germplasm collected in China are abundant,which provides important material guarantee for peanut breeding and industrial development.Her... Peanut(Arachis hypogaea L.)is an important oil and cash crop in the world.Peanut germplasm collected in China are abundant,which provides important material guarantee for peanut breeding and industrial development.Here,the safe conservation technology and indicators of peanut germplasm resources in the Oil Crops Middleterm Genebank of China were expounded from three processes of storage,monitoring,reproduction and renewal.We summarized and reviewed the situation of conservation and utilization of peanut germplasm resources in the Middle-term Genebank in the past 20 years.The future research direction of peanut resources in the Oil Crops Middle-term Genebank of China is prospected. 展开更多
关键词 Peanut germplasm resources Middle-term genebank Safe conservation Effective utilization
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Stable major QTL on chromosomes A07 and A08 increase shelling percentage in peanut(Arachis hypogaea L.) 被引量:1
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作者 Weitao Li Nian Liu +12 位作者 Li Huang Yuning Chen Jianbin Guo Bolun Yu Huaiyong Luo Xiaojing Zhou Dongxin Huai Weigang Chen Liying Yan Xin Wang Yong Lei Boshou Liao huifang jiang 《The Crop Journal》 SCIE CSCD 2022年第3期820-829,共10页
Peanut is a major oilseed and food legume.Shelling percentage(SP),closely associated with seed yield,is a trait whose improvement is a major goal of peanut breeding.In this study,a mapping population(Xuhua 13×Zho... Peanut is a major oilseed and food legume.Shelling percentage(SP),closely associated with seed yield,is a trait whose improvement is a major goal of peanut breeding.In this study,a mapping population(Xuhua 13×Zhonghua 6)was used to map quantitative trait loci(QTL)controlling SP in four environments.Two stable major QTL for SP were mapped on both SSR-and SNP-based genetic maps.q SPA07.1 on chromosome A07 explained up to 31.7%of phenotypic variation,and q SPA08.2 on chromosome A08 explained up to 10.8%.Favorable alleles of q SPA07.1 and q SPA08.2 were derived from the female and male parents,respectively.Eight recombinant inbred lines(RILs)carrying both favorable alleles showed superiority in SP over the two parents in all environmental trials.A combination of the two favorable alleles using the linked markers was verified to increase SP by~5%in the RIL population and by~3%SP in diverse peanut cultivars.q SPA07.1 and q SPA08.2 were delimited to respectively a 0.73-Mb interval harboring 96 genes and a 3.93-Mb interval harboring 238 genes.Respectively five and eight genes with high expression in pods,including enzymes and transcription factors,were assigned as candidate genes for q SPA07.1 and q SPA08.2.These consistent major QTL provide an opportunity for fine mapping of genes controlling SP,and the linked markers may be useful for genetic improvement of SP in peanut. 展开更多
关键词 PEANUT Shelling percentage QTL mapping Genomic region Candidate genes InDel marker
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Identification of major QTL for seed number per pod on chromosome A05 of tetraploid peanut(Arachis hypogaea L.) 被引量:1
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作者 Yuning Chen Zhihui Wang +13 位作者 Xiaoping Ren Li Huang Jianbin Guo Jiaojiao Zhao Xiaojing Zhou Liying Yan Huaiyong Luo Nian Liu Weigang Chen Liyun Wan Yong Lei Boshou Liao Dongxin Huai huifang jiang 《The Crop Journal》 SCIE CAS CSCD 2019年第2期238-248,共11页
The inheritance of pod-and seed-number traits(PSNT) in peanut(Arachis hypogaea L.) is poorly understood. In the present study, a recombinant inbred line(RIL) population of 188 lines was used to map quantitative trait ... The inheritance of pod-and seed-number traits(PSNT) in peanut(Arachis hypogaea L.) is poorly understood. In the present study, a recombinant inbred line(RIL) population of 188 lines was used to map quantitative trait loci(QTL) for number of seeds per pod(NSP),number of pods per plant(NPP), and numbers of one-, two-, and three-seeded pods per plant(N1 PP, N2 PP, and N3 PP) in four environments. A total of 28 consensus QTL and 14 single QTL were identified, including 11 major and stable QTL. Four major and stable QTL including qN3 PPA5.2, q N3 PPA5.4, qN3 PPA5.5, and qN3 PPA5.7 each explained 12.3%–33.0% of phenotype variation. By use of another integrated linkage map for the A5 group(hereafter referred to as INT A5 group), QTL for PSNT were located in seven intervals of 0.73–9.68 Mb in length on chromosome A05, and candidate genes underlying N3 PP were suggested. These findings shed light on the genetic basis of PSNT. Major QTL for N3 PP could be used as candidates for further positional cloning. 展开更多
关键词 PEANUT Number POD SEED QTL
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Phenotypic identification of peanut germplasm for resistance to southern stem rot 被引量:4
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作者 Pengmin Fan Wanduo Song +8 位作者 Yanping Kang Liyun Wan Yong Lei Dongxin Huai Yuning Chen Xin Wang huifang jiang Liying Yan Boshou Liao 《Oil Crop Science》 2020年第4期174-179,共6页
Southern stem rot,caused by Sclerotium rolfsii Sacc.,is a destructive soil fungal disease of peanut in China and other countries.To evaluate resistant germplasm,a total of 256 peanut accessions were investigated on th... Southern stem rot,caused by Sclerotium rolfsii Sacc.,is a destructive soil fungal disease of peanut in China and other countries.To evaluate resistant germplasm,a total of 256 peanut accessions were investigated on their resistance to southern stem rot in 3 environments by artificial inoculation.Variance analysis indicated that disease index was significantly influenced by environment,genotype and genotypeenvironment interactions.Peanut accessions of var.vulgaris type exhibited higher resistance to southern stem rot.Disease index was significantly negatively correlated with linoleic acid content,while positively correlated with oleic acid content.Six resistant accessions were identified,including Hua 28,Shandongzai,ICG 6326,Quanhua 7,Quanhua 9 and Guihua 836,with their disease indexes under 40 and mortality were less than 30%in the three environments.The identified resistant accessions showed the great potential to be applied in resistant peanut breeding,and would be good genetic resources for enhancing the resistance to southern stem rot. 展开更多
关键词 PEANUT Southern stem rot GERMPLASM Disease resistance
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Genetic diversity of atoxigenic Aspergillus flavus isolates from peanut kernels in China 被引量:2
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作者 Liying Yan Yanping Kang +5 位作者 Yong Lei Liyun Wan Dongxin Huai huifang jiang Xiaoping Ren Boshou Liao 《Oil Crop Science》 2018年第1期42-49,共8页
Aflatoxin contamination in peanuts is a major threat to public health, especially in tropical and subtropical regions of the world. Recently, the use of atoxigenic Aspergillus flavus strains as biological control agen... Aflatoxin contamination in peanuts is a major threat to public health, especially in tropical and subtropical regions of the world. Recently, the use of atoxigenic Aspergillus flavus strains as biological control agents prove to be effective in reducing aflatoxin contamination in crops. A total of 208 atoxigenic A. flavus isolates, collected from peanut kernels, were grouped into 7 deletion patterns by quadruplex PCR products of nor-1, ver-1, aflR and omtA genes. 49 SNPs, found in 1254 bp fragment of omtA gene, showed genetic variation of omtA among different A. flavus isolates. These isolates were assigned to either MAT1-1 type or MAT1-2 type with primers for each MAT locus. Thus, rich genetic diversity was found in the atoxigenic A. flavus isolates of peanut in China. The results indicated that quadruplex PCR would be an effective method for rapid screening of atoxigenic isolates with gene deletion in aflatoxin biosynthetic cluster. 展开更多
关键词 PEANUT ASPERGILLUS FLAVUS atoxigenic ISOLATES GENETIC diversity
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Biocontrol potential of reducing aflatoxin contamination by an atoxigenic strain of Aspergillus flavus. isolated from peanut 被引量:2
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作者 Liying YAN Yanping KANG +5 位作者 Yong LEI Liyun WAN Dongxin HUAI huifang jiang Xiaoping REN Boshou LIAO 《Oil Crop Science》 2016年第1期45-51,共7页
An Aspergillus section/Zam isolate ( NAFFHB396) was isolated from a peanut kernel. It was identified as Aspergillus flavus based on morphology and molecular characteristics. It produced yellow to green - ... An Aspergillus section/Zam isolate ( NAFFHB396) was isolated from a peanut kernel. It was identified as Aspergillus flavus based on morphology and molecular characteristics. It produced yellow to green - colored conidia on CYA medium and colonies with bright orange in color on AFPA medium. NAFFHB396 was grouped with A. flavus NRRL21882 and NRRL3357 by phylogenetic analysis of partial calmodulin sequence data. It was found that 12 genes were absent in aflatoxin gene cluster in NAFF- HB396. HPLC result further showed that it was an atoxigenic isolate. Co - inoculation of NAFFHB396 with a high aflatoxin producer AF2202 at the ratio of 1:1 both on CYA medium and peanut kernel resul-ted in reduction of aflatoxin production by 88.7% and 99. 8% respectively. These results suggested that the atoxigenic NAFFHB396 obtained in this study had a great potential to be a biocontrol agent to reduce aflatoxin contamination of peanut in China. 展开更多
关键词 PEANUT AFLATOXIN atoxigenic Aspergillus flavus aflatoxin gene cluster BIOCONTROL
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Integrated genetic linkage map of cultivated peanut by three RIL populations 被引量:1
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作者 Yanbin Song Huaiyong Luo +7 位作者 Li Huang Yuning Chen Weigang Chen Nian Liu Xiaoping Ren Bolun Yu Jianbin Guo huifang jiang 《Oil Crop Science》 2017年第3期146-159,共14页
High-density and precise genetic linkage map is fundamental to detect quantitative trait locus (QTL) of agronomic and quality related traits in cultivated peanut (Arachis hypogaea L.). In this study, three linkage map... High-density and precise genetic linkage map is fundamental to detect quantitative trait locus (QTL) of agronomic and quality related traits in cultivated peanut (Arachis hypogaea L.). In this study, three linkage maps from three RIL (recombinant inbred line)populations were used to construct an integrated map. A total of 2,069 SSR and transposon markers were anchored on the high-density integrated map which covered 2,231.53 cM with 20 linkage groups. Totally, 92 QTLs correlating with pod length (PL), pod width (PW), hundred pods weight (HPW) and plant height (PH) from above RIL populations were mapped on it. Seven intervals were found to harbor QTLs controlling the same traits in different populations,including one for PL, three for PW, two for HPW, and one for PH. Besides, QTLs controlling different traits in different populations were found to be overlapped in four intervals.Interval on A05 contains 17 QTLs for different traits from two RIL populations. New markers were added to these intervals to detect QTLs with narrow confidential intervals.Results obtained in this study may facilitate future genomic researches such as QTL study, fine mapping, positional cloning and marker-assisted selection (MAS) in peanut. 展开更多
关键词 PEANUT INTEGRATED LINKAGE map QTLS yield related TRAITS
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Progress on genetic and genomic research for enhanced oil content and quality in peanut 被引量:1
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作者 Boshou LIAO Yong LEI +10 位作者 Li HUANG Silong CHEN Xiaoping REN Liying YAN Yurong LI Dongxin HUAI Xiaojing ZHOU Liyun WAN Yuning CHEN Wei HUA huifang jiang 《Oil Crop Science》 2016年第1期1-8,共8页
Peanut or groundnut ( Arachis hypogaea L. ) is an important source of vegetable oil in the world. Genetic enhancement for high yield and high oil content has greatly contributed to enhanced pro-ductivit... Peanut or groundnut ( Arachis hypogaea L. ) is an important source of vegetable oil in the world. Genetic enhancement for high yield and high oil content has greatly contributed to enhanced pro-ductivity of peanut and increased supply of peanut oil. Further improving oil content and quality of peanut is still crucial for increasing productivity of arable land and market competitiveness of peanut oil. Based on investigation among the peanut germplasm accessions including wild Arachis species, the oil content could be as high as 65%. Heterosis has been observed for oil content in hybrids derived from diverse crossing parents. Segregates with enhanced oil content have been obtained by pyramiding different genes or alleles with major and minor additive effects. Improved testing techniques for oil content in breeding lines with reduced cost have accelerated breeding progress for high oil content. SSR markers associated with oil content have been identified by association and linkage analysis. The stability of oil content in peanut across seasons and locations is highly associated with cold tolerance, high nutrition efficiency and drought tolerance. Recent progress on improving fatty acids in particular marker assisted backcrossing breeding has contributed to higher quality peanut oil and other products. High oil peanut lines with im-proved resistance to aflatoxin production have been developed. The wild Arachis species would be of great value for peanut breeding in increasing oil content. 展开更多
关键词 s: Arachis hypogaea L. wild Arachis species oil content oleic acid fatty acid compo-nents resistance to aflatoxin production HETEROSIS marker assisted breeding
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Sustainable synthesis of high-density fuel via catalytic cascade cycloaddition reaction
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作者 Xiaolin Luo Rui Lu +6 位作者 Xiaoqin Si huifang jiang Quan Shi Haixia Ma Cong Zhang Jie Xu Fang Lu 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2022年第6期231-236,I0007,共7页
The access to high-density hydrocarbon fuels from biomass for the reduction of dependence on fossil resources has been a research highlight in recent years. It is well known that cycloalkanes are the components of fue... The access to high-density hydrocarbon fuels from biomass for the reduction of dependence on fossil resources has been a research highlight in recent years. It is well known that cycloalkanes are the components of fuels with higher energy density than straight or branched alkanes. Herein, we developed a new catalytic pattern to synthesize dimethyltetradecahydroanthracenes(DMTHA), a kind of tricyclic alkane, from biomass-derived isoprene and p-benzoquinone via a cascade Diels-Alder reaction followed by a hydrodeoxygenation reaction. Vanadium supported on titanium dioxide(V-TiO_(2)) was applied to catalyze the cascade Diels-Alder reaction and it was disclosed that V with appropriate V^(4+)/V^(5+) ratio on the surface of TiO_(2) could activate quinones. Experimental tests showed that the heating value of final products was up to 45.7 MJ/kg. The development of new high-density fuel molecules is a long-term trend for the future renewable and sustainable fuel energy application. 展开更多
关键词 BIOMASS Cascade Diels-Alder reaction High-density fuel V-TiO2 catalyst
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Molecular characterization of a peanut variety and its derivatives based on SSR and COP analysis
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作者 Xiaoping REN huifang jiang +7 位作者 Zhongyuan YUAN Yuning CHEN Xiaojing ZHOU Li HUANG Jiaquan HUANG Yong LEI Liying YAN Boshou LIAO 《Oil Crop Science》 2016年第2期10-19,共10页
Despite the economic importance of the peanut, no studies have been carried out to deter-mine the correlation between genetic distances based on molecular markers and on coefficient of parentage (COP) data. In ... Despite the economic importance of the peanut, no studies have been carried out to deter-mine the correlation between genetic distances based on molecular markers and on coefficient of parentage (COP) data. In this study, simple sequence repeat (SSR) and pedigree data were used to assess the ge-netic distance between the Fuhuasheng variety and its derivative cultivars. A total of 39 SSR polymor-phism primers were used, and 151 bands were obtained, with an average of 2. 04 bands in each primer. The genetic SSR - based distance (GD) values ranged from 0. 02 to 0. 81, while the COP - based GD ranged from 0. 25 to 0. 98. Certain Fuhuasheng loci displayed higher transmission rates. These loci or nearby chromosomal regions might be associated with desirable traits in Fuhuasheng variety, thus being frequently selected in breeding programs. Therefore, it can be suggested that COP analysis should be the preferred method for estimating genetic diversity invarieties with available complete pedigree information and parents. In this case, marker analysis would provide the best estimations. 展开更多
关键词 peanut (Arachis hypogaea L. coefficient of parentage (COP) simple sequence re-peat (SSR) genetic distance (GD)
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Gomparative analysis of DGAT3(diacylglycerol acyltraiisferase 3) gene from different peanut (Arachis hypogaea L.) varieties
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作者 Xiaoping Ren Yanli Zheng +9 位作者 Xiaojing Zhou Yuning Chen Li Huang Xiangguo jiang Guobin Xiao Yong Lei Liying Yan Jiaquan Huang huifang jiang Boshou Liao 《Oil Crop Science》 2016年第4期40-48,共9页
Cultivated peanut is one of the primary sources of vegetable oil and protein in developing countries. DG〉A73 family in peanut cotyledons has no membrane-bound regions suggesting that cytosol is one of the sites fo... Cultivated peanut is one of the primary sources of vegetable oil and protein in developing countries. DG〉A73 family in peanut cotyledons has no membrane-bound regions suggesting that cytosol is one of the sites for triacylglycerol (TAG) biosynthesis in oilseeds. According to functional annotation and classification of 5 cDNA libraries, 12 unigenes were found with relation of peanut DGAT3 in different organs. Three clones of unigenes, OCP- contig168t OCPcontig12101-3 and OCPcontigl2388-1 were selected for sequencing. Full length sequence of DGAT3 was obtained, showing over 98% sequence similarity with peanut DGAT3 gene AY875644 or EU183333. Upon cluster analysis, DGAT3 of 40 culti- vars were divided into 3 types, namely AhDGATS-1, AhDGAT3-2 and AhDGAT3-3. Coding regions are 1023, 1038 and 1026 base pairs which encoded proteins with 340-, 345- and 341-amino acids, respectively. DGAT3-3 might be a novel gene type among the DGAT3 family which provides great help for studying DGAT3 gene evolution in peanut. 展开更多
关键词 peanut (Arachis hypogaea L.) diacylglycerol acyltransferase 3 (DGAT3) phy-logenetic relationship
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Parametric study on controllable growth of SrZrS_(3)thin films with good conductivity for photodetectors 被引量:1
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作者 Yurun Liang Yuewen Zhang +8 位作者 Jie Xu Jingli Ma huifang jiang Xin Li Baolin Zhang Xu Chen Yongtao Tian Yanbing Han Zhifeng Shi 《Nano Research》 SCIE EI CSCD 2023年第5期7867-7873,共7页
SrZrS_(3)is a promising chalcogenide perovskite with unique advantages including high abundance of consisting elements,high chemical stability,strong light absorption above its direct band gap,excellent carrier transp... SrZrS_(3)is a promising chalcogenide perovskite with unique advantages including high abundance of consisting elements,high chemical stability,strong light absorption above its direct band gap,excellent carrier transport ability.While unfortunately,due to the lack of breakthroughs in its thin film synthesis technique,its optoelectronic properties are not fully investigated,not to mention the device applications.In this work,large-area and uniform SrZrS_(3)thin film(5 cm×5 cm)was prepared by facile sputtering method,followed by a post-annealing treatment at a high temperature of 1000℃for 2–12 h under CS_(2)atmosphere.All SrZrS_(3)samples prepared adopt distorted orthorhombic structure with pnma space group and have high crystallinity.In addition,the band gap of SrZrS_(3)thin film is measured to be 2.29 eV,higher than that of the powder form(2.06 eV).Importantly,the light absorption coefficient of SrZrS_(3)thin film reaches over 105 cm^(−1),the carrier mobility is as high as 106 cm^(2)/(V∙s).The above advantages allow us to use the SrZrS_(3)thin film as photoactive layer for photodetector applications.Finally,a symmetrically structured photoconductive detector was fabricated,performing a high responsivity of 8 A/W(405 nm light excitation).These inspiring results promise the glorious application potential of SrZrS_(3)thin film in photodetectors,solar cells,other optoelectronic devices. 展开更多
关键词 chalcogenide perovskite thin film SrZrS_(3) SPUTTER PHOTODETECTOR
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Diversity characterization and association analysis of agronomic traits in a Chinese peanut (Arachis hypogaea L.) mini-core collection 被引量:16
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作者 huifang jiang Li Huang +8 位作者 Xiaoping Ren Yuning Chen Xiaojing Zhou Youlin Xia Jiaquan Huang Yong Lei Liying Yan Liyun Wan Boshou Liao 《Journal of Integrative Plant Biology》 SCIE CAS CSCD 2014年第2期159-169,共11页
Association mapping is a powerful approach for exploring the molecular basis of phenotypic variations in plants. A peanut (Arachis hypogaea L.) mini-core collection in China comprising 298 accessions was genotyped u... Association mapping is a powerful approach for exploring the molecular basis of phenotypic variations in plants. A peanut (Arachis hypogaea L.) mini-core collection in China comprising 298 accessions was genotyped using lo9 simple sequence repeat (SSR) markers, which identified 554 SSR alleles and phenotyped for 15 agronomic traits in three different environments, exhibiting abundant genetic and phenotypic diversity within the panel. A model-based structure analysis assigned all accessions to three groups. Most of the accessions had the relative kinship of less than o.05, indicating that there were no or weak relationships between accessions of the mini- core collection. For 15 agronomic traits in the peanut panel, generally the Q + K model exhibited the best performance to eliminate the false associated positives compared to the Q model and the general linear model-simple model. In total, 89 SSR alleles were identified to be associated with 15 agronomic traits of three environments by the Q+K model-based association analysis. Of these, eight alleles were repeatedly detected in two or three environments, and 15 alleles were commonly detected to be associated with multiple agronomic traits. Simple sequence repeat allelic effects confirmed significant differences between different genotypes of these repeatedly detected markers. Our results demonstrate the great potential of integrating the association analysis and marker-assisted breeding by utilizing the peanut mini-core collection. 展开更多
关键词 Arachis hypogaea L. association analysis mini-corecollection PEANUT
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