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Estimation of Peanut Maturity Using Color Image Analysis
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作者 Wei-Zhen Liang Kendall R. Kirk +1 位作者 James S. Thomas Andrew C. Warner 《American Journal of Plant Sciences》 CAS 2024年第8期617-635,共19页
Peanuts pods grow underground and mature unevenly, resulting that choosing the correct time to harvest is more complicated than other crops. Pod maturity can be determined by blasting with a pressure washer to remove ... Peanuts pods grow underground and mature unevenly, resulting that choosing the correct time to harvest is more complicated than other crops. Pod maturity can be determined by blasting with a pressure washer to remove outer skin of the pod (exocarp) to expose the color of the middle layer (mesocarp). The mesocarp color changes with maturity from white to yellow, orange, brown and finally black. The sum of percentage from orange, brown, and black mesocarp (OBB) color and black color (BL) represents the kernels that are mature enough to harvest. The goal of this research is to identify methodologies to estimate OBB and BL of the pods using RGB images taken in the field and validate the proposed model using other pod images. The Mahalanobis distance classification method was used to process sets of images and calculate pod area (number of pixels) corresponding to two classes (mesocarp and background) with nine different color groups. The results showed a performance of 94% effectiveness for mesocarp using Mahalanobis distance classification. Statistical regression for OBB and BL was developed based on 315 images of peanut pods taken from the field. The R2 and root mean square error of predicted and actual OBB were 0.93 and 4.1%, respectively. The R2 and root mean square error of predicted and actual BL were 0.88 and 1.8%, respectively. The validation of OBB using other images provided reasonable estimation (R2 = 0.98 and RMSE = 2.73%). This study introduces a novel, cost-effective, and non-destructive method for estimating peanut maturity using RGB imagery and Mahalanobis distance classification in the field. This innovative approach addresses the limitations of traditional methods and offers a robust alternative for real-time maturity assessment. 展开更多
关键词 Peanut Maturity MESOCARP EXOCARP Mahalanobis Distance Statistical Regression
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Improving the Heat Resistance ofβ-1,4 Glucanase by Introducing Disulfide Bonds
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作者 Guodong WANG Junqing WANG 《Agricultural Biotechnology》 CAS 2023年第2期32-37,共6页
Each possible pair of residues inβ-1,4 glucanase for disulfide formation was assessed using online websites,and four pairs L28C-S256C,Q41C-P278C,S122C-N163C and A184C-A215C were selected.Accordingly,four recombinant ... Each possible pair of residues inβ-1,4 glucanase for disulfide formation was assessed using online websites,and four pairs L28C-S256C,Q41C-P278C,S122C-N163C and A184C-A215C were selected.Accordingly,four recombinant plasmids pET28a(+)EccslH28,pET28a(+)EccslH41,pET28a(+)EccslH122 and pET28a(+)EccslH184 were prepared and transformed into E.coli to express the recombinant enzymes.Then analysis on enzymatic properties showed that T50 of the recombinant enzymes was increased from 10 min for EccslHt2 to 90 min for EccslH28 and 40 min for EccslH41 at 70℃,while their optimum pH value and pH stability were not affected,which proved that the introduction of disulfide bond improved the thermal stability ofβ-1,4 glucanase. 展开更多
关键词 β-1 4-Glucanase Disulfide bond Thermal stability Plasmid construction
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High-throughput phenotyping of plant leaf morphological, physiological,and biochemical traits on multiple scales using optical sensing
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作者 Huichun Zhang Lu Wang +2 位作者 Xiuliang Jin Liming Bian Yufeng Ge 《The Crop Journal》 SCIE CSCD 2023年第5期1303-1318,共16页
Acquisition of plant phenotypic information facilitates plant breeding, sheds light on gene action, and can be applied to optimize the quality of agricultural and forestry products. Because leaves often show the faste... Acquisition of plant phenotypic information facilitates plant breeding, sheds light on gene action, and can be applied to optimize the quality of agricultural and forestry products. Because leaves often show the fastest responses to external environmental stimuli, leaf phenotypic traits are indicators of plant growth,health, and stress levels. Combination of new imaging sensors, image processing, and data analytics permits measurement over the full life span of plants at high temporal resolution and at several organizational levels from organs to individual plants to field populations of plants. We review the optical sensors and associated data analytics used for measuring morphological, physiological, and biochemical traits of plant leaves on multiple scales. We summarize the characteristics, advantages and limitations of optical sensing and data-processing methods applied in various plant phenotyping scenarios. Finally, we discuss the future prospects of plant leaf phenotyping research. This review aims to help researchers choose appropriate optical sensors and data processing methods to acquire plant leaf phenotypes rapidly,accurately, and cost-effectively. 展开更多
关键词 Leaf traits Optical sensing Image processing Machine learning Artificial intelligence
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Storage stability of vitamin C fortified purple mashed potatoes processed with microwave-assisted thermal sterilization system
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作者 Juhi Patel Ashutos Parhi +2 位作者 Zhongwei Tang Juming Tang Shyam S.Sablani 《Food Innovation and Advances》 2023年第2期106-114,共9页
Quality changes in ready-to-eat,shelf-stable foods,during storage can be influenced by many factors,such as processing,storage conditions,and the barrier properties of the packaging.This research investigated retentio... Quality changes in ready-to-eat,shelf-stable foods,during storage can be influenced by many factors,such as processing,storage conditions,and the barrier properties of the packaging.This research investigated retention of vitamin C and anthocyanin in purple mashed potatoes as influenced by packaging barrier properties and encapsulation during storage after microwave assisted thermal sterilization.Purple mashed potatoes fortified with encapsulated(EVC)or non-encapsulated vitamin C(NVC)were packaged in two high-barrier polymer pouches(TLMO and PAA),processed with a pilot-scale microwave assisted thermal sterilization(MATS)system(F0=10.7 min),and stored at 37.8°C for 7 months.MATS processing caused a significant increase(P<0.05)in the oxygen transmission rates(OTRs)of PAA pouches but did not affect the barrier properties of TLMO pouches.PAA film also had a significantly higher(P<0.05)water vapor transmission rate(WVTRs)than TLMO films,which resulted in a significantly higher(P<0.05)weight loss in the samples packaged in PAA pouches than TLMO pouches.Purple mashed potatoes containing encapsulated vitamin C in both TLMO and PAA pouches showed the highest retention over 2 months of storage at 37.8°C than non-encapsulated vitamin C.Additionally,purple mashed potatoes exposed to 700 lumens light showed a significantly higher(P<0.05)deterioration in the anthocyanin,total phenolic content,color,and vitamin C.Overall,MATS processed purple mashed potatoes in high barrier polymeric packaging can minimize the quality changes when stored in dark conditions during storage and have an extended shelf life. 展开更多
关键词 MICROWAVE THERMAL VITAMIN
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Identifying and validating MMP family members(MMP2,MMP9,MMP12,and MMP16)as therapeutic targets and biomarkers in kidney renal clear cell carcinoma(KIRC) 被引量:1
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作者 KUNLUN LI DANDAN LI +7 位作者 BARBOD HAFEZ MOUNIR M.SALEM BEKHIT YOUSEF A.BIN JARDAN FARS KAED ALANAZI EHAB I.TAHA SAYED H.AUDA FAIQAH RAMZAN MUHAMMAD JAMIL 《Oncology Research》 SCIE 2024年第4期737-752,共16页
Kidney Renal Clear Cell Carcinoma(KIRC)is a malignant tumor that carries a substantial risk of morbidity and mortality.The MMP family assumes a crucial role in tumor invasion and metastasis.This study aimed to uncover... Kidney Renal Clear Cell Carcinoma(KIRC)is a malignant tumor that carries a substantial risk of morbidity and mortality.The MMP family assumes a crucial role in tumor invasion and metastasis.This study aimed to uncover the mechanistic relevance of the MMP gene family as a therapeutic target and diagnostic biomarker in Kidney Renal Clear Cell Carcinoma(KIRC)through a comprehensive approach encompassing both computational and molecular analyses.STRING,Cytoscape,UALCAN,GEPIA,OncoDB,HPA,cBioPortal,GSEA,TIMER,ENCORI,DrugBank,targeted bisulfite sequencing(bisulfite-seq),conventional PCR,Sanger sequencing,and RT-qPCR based analyses were used in the present study to analyze MMP gene family members to accurately determine a few hub genes that can be utilized as both therapeutic targets and diagnostic biomarkers for KIRC.By performing STRING and Cytohubba analyses of the 24 MMP gene family members,MMP2(matrix metallopeptidase 2),MMP9(matrix metallopeptidase 9),MMP12(matrix metallopeptidase 12),and MMP16(matrix metallopeptidase 16)genes were denoted as hub genes having highest degree scores.After analyzing MMP2,MMP9,MMP12,and MMP16 via various TCGA databases and RT-qPCR technique across clinical samples and KIRC cell lines,interestingly,all these hub genes were found significantly overexpressed at mRNA and protein levels in KIRC samples relative to controls.The notable effect of the up-regulated MMP2,MMP9,MMP12,and MMP16 was also documented on the overall survival(OS)of the KIRC patients.Moreover,targeted bisulfite-sequencing(bisulfite-seq)analysis revealed that promoter hypomethylation pattern was associated with up-regulation of hub genes(MMP2,MMP9,MMP12,and MMP16).In addition to this,hub genes were involved in various diverse oncogenic pathways.The MMP gene family members(MMP2,MMP9,MMP12,and MMP16)may serve as therapeutic targets and prognostic biomarkers in KIRC. 展开更多
关键词 KIRC MMP gene family CHEMOTHERAPY Overall survival
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Protective effects of two Lactobacillus plantarum strains in hyperlipidemic mice 被引量:4
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作者 Li-Xin Wang Kai Liu +1 位作者 Da-Wei Gao Ji-Kui Hao 《World Journal of Gastroenterology》 SCIE CAS 2013年第20期3150-3156,共7页
AIM:To investigate the effects of Lactobacillus plantarum(L.plantarum) CAI6 and L.plantarum SC4 on hyperlipidemic mice.METHODS:Male Kunming mice were fed a highcholesterol diet for 28 d to construct hyperlipidemic mod... AIM:To investigate the effects of Lactobacillus plantarum(L.plantarum) CAI6 and L.plantarum SC4 on hyperlipidemic mice.METHODS:Male Kunming mice were fed a highcholesterol diet for 28 d to construct hyperlipidemic models.Hyperlipidemic mice and normal mice were assigned to 3 groups which were separately treated with L.plantarum CAI6,L.plantarum SC4,and physiological saline through oral gavage for 28 d.Total cholesterol(TC),triglycerides(TG),high-density lipoprotein cholesterol(HDL-C),and low-density lipoprotein cholesterol(LDL-C) levels were measured by commercially available enzyme kits.FACS Calibur flow cytometry was used to examine hepatic and renal nuclear factor-erythroid 2-related factor 2(Nrf2) expression.The morphology of livers was checked by hematoxylin and eosin staining and optical microscope observation.RESULTS:Compared with normal mice,hyperlipidemic mice possessed significantly higher TC(3.50 ± 0.43 vs 2.89 ± 0.36,P < 0.01),TG(1.76 ± 0.07 vs 1.10 ± 0.16,P < 0.01),and LDL-C(1.72 ± 0.20 vs 0.82 ± 0.10,P < 0.01) levels,resulting in an increase of atherogenic index(AI)(2.34 ± 1.60 vs 0.93 ± 0.55,P < 0.05) and LDL-C/HDL-C ratio(1.43 ± 0.12 vs 0.51 ± 0.16,P < 0.05).After treatment with L.plantarum CAI6/L.plantarum SC4,TG(1.43 ± 0.27/1.54 ± 0.10 vs 1.76 ± 0.07,P < 0.01/P < 0.05) and LDL-C(1.42 ± 0.07/1.47 ± 0.12 vs 1.72 ± 0.20,P < 0.01/P < 0.01) in hyperlipidemic mice significantly decreased.In addition,TC,HDL-C,AI,and LDL-C/HDL-C ratio were all positively changed.Meanwhile,the treatment markedly alleviated hepatic steatosis and significantly stimulated Nrf2 expression(73.79 ± 0.80/72.96 ± 1.22 vs 54.94 ± 1.84,P < 0.01/P < 0.01) in hepatocytes of hyperlipidemic mice.CONCLUSION:L.plantarum CAI6 and L.plantarum SC4 may protect against cardiovascular disease by lipid metabolism regulation and Nrf2-induced antioxidative defense in hyperlipidemic mice. 展开更多
关键词 LACTOBACILLUS PLANTARUM HYPOLIPIDEMIC Nuclear FACTOR ERYTHROID 2-related FACTOR 2 Metabolic syndrome Hepatic STEATOSIS Cardiovascular disease
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Effects of lamivudine on the function of dendritic cells derived from patients with chronic hepatitis B virus infection 被引量:9
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作者 Peng-Yuan Zheng Dong-Yun Zhang +3 位作者 Gao-Feng Lu Ping-Chang Yang Yuan-Ming Qi Bai-Sheng Wang 《World Journal of Gastroenterology》 SCIE CAS CSCD 2007年第34期4641-4645,共5页
AIM: To investigate if the nucleoside analogue lamivudine (LAM), a potent inhibitor of HBV replication, could restore the function of dendritic cells derived from patients with chronic hepatitis B (CHB) in an Asi... AIM: To investigate if the nucleoside analogue lamivudine (LAM), a potent inhibitor of HBV replication, could restore the function of dendritic cells derived from patients with chronic hepatitis B (CHB) in an Asian population.METHODS: Dendritic cells (DCs) derived from mononuclearcytes of patients with chronic HBV infection were cultured in the presence of IL-4, granulocytemacrophage colony-stimulating factors (GM-CSF) and gradient concentrations of LAM (0-2 mmol/L). Cell morphology was observed under light microscopy. Cell surface molecules, including HI_A-DR, CD80, CD83, and CDla, were analyzed with flow cytometry. The concentrations of IL-6 and IL-12 in the supernatant were assayed by ELISA. T cell proliferation was assayed by methyl thiazoM tetrazolium (MTT).RESULTS: The expression of CDlα on DC treated with 0.5 mmol/L LAM (LAM-DC 0.5 mmol/L) was significantly higher than that of DC untreated with LAM (54.1 ± 4.21 vs 33.57 ± 3.14, P 〈 0.05), and so was the expression of CD83 (20.24 ± 2.51 vs 12.83 ± 2.12, P 〈 0.05) as well as the expression of HLA-DR (74.5 ± 5.16 vs 52.8 ± 2.51, P 〈 0.05). Compared with control group, LAM-DC group (0.5 mmol/L) secreted significantly more IL-12 (910 ± 91.5 vs 268 ± 34.3 pg/mL, P 〈 0.05), had lower levels of IL-6 in the culture supernatant (28 ± 2.6 vs 55 ± 7.36 pg/mL, P 〈 0.05), markedly enhanced the stimulatory capacity in the allogeneic mixed leukocyte reaction (MLR) (1.87 ± 0.6 vs 1.24 ± 0.51, P 〈 0.05).CONCLUSION: The lower expression of phenotypic molecules and impaired allogeneic mixed lymphocyte reaction function of dendritic cells derived from patients with HBV infection could be restored in vitro by incubation with LAM. 展开更多
关键词 Dendritic cell LAMIVUDINE Chronic hepatitisB IMMUNE
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Rapid chemical vapor infiltration of C/C composites 被引量:5
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作者 张明瑜 王丽平 +1 位作者 黄启忠 柴立元 《中国有色金属学会会刊:英文版》 EI CSCD 2009年第6期1436-1439,共4页
With liquid petrol gas(LPG)as carbon source,carbon felt as porous perform and hydrogen as diluent,C/C composites were fast fabricated by using a multi-physics field chemical vapor infiltration(MFCVI)process in a self-... With liquid petrol gas(LPG)as carbon source,carbon felt as porous perform and hydrogen as diluent,C/C composites were fast fabricated by using a multi-physics field chemical vapor infiltration(MFCVI)process in a self-made furnace.A set of orthogonal experiments were carried out to optimize parameters in terms of indices of density and graphitization degree.The results show the optimal indices can be achieved under the conditions of temperature 650℃,LPGconcentration 80%,gas flux 60 mL/s, total pressure 20 kPa,infiltration time 15 h.The verification experiment proves the effectiveness of the orthogonal experiments. Under the optimal conditions,the graphitization degree of 75%and bulk density of 1.69 g/cm are achieved with a uniform density distribution.At the same time,a new structure is obtained. 展开更多
关键词 化学气相渗透 复合材料 石墨化程度 分布密度 正交试验 气体流量 实验证明 液体汽油
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Risk of colon cancer in hereditary non-polyposis colorectal cancer patients as predicted by fuzzy modeling:Influence of smoking 被引量:5
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作者 Rhonda M Brand David D Jones +4 位作者 Henry T Lynch Randall E Brand Patrice Watson Ramesh Ashwathnayaran Hemant K Roy 《World Journal of Gastroenterology》 SCIE CAS CSCD 2006年第28期4485-4491,共7页
AIM: To investigate whether a fuzzy logic model could predict colorectal cancer (CRC) risk engendered by smoking in hereditary non-polyposis colorectal cancer (HNPCC) patients. METHODS: Three hundred and forty H... AIM: To investigate whether a fuzzy logic model could predict colorectal cancer (CRC) risk engendered by smoking in hereditary non-polyposis colorectal cancer (HNPCC) patients. METHODS: Three hundred and forty HNPCC mismatch repair (MMR) mutation carriers from the Creighton University Hereditary Cancer Institute Registry were selected for modeling. Age-dependent curves were generated to elucidate the joint effects between gene mutation (hMLH1 or hMSH2), gender, and smoking status on the probability of developing CRC. RESULTS: Smoking significantly increased CRC risk in male hMSH2 mutation carriers (P 〈 0.05). hMLH1 mutations augmented CRC risk relative to hMSH2 mutation carriers for males (P 〈 0.05). Males had a significantly higher risk of CRC than females for hMLH1 non smokers (P 〈 0.05), hMLH1 smokers (P 〈 0.1) and hMSH2 smokers (P 〈 0.1). Smoking promoted CRC in a dose-dependent manner in hMSH2 in males (P 〈 0.05). Females with hMSH2 mutations and both sexes with the hMLH1 groups only demonstrated a smoking effect after an extensive smoking history (P 〈 0.05). CONCLUSION: CRC promotion by smoking in HNPCC patients is dependent on gene mutation, gender and age. These data demonstrate that fuzzy modeling may enable formulation of clinical risk scores, thereby allowing individualization of CRC prevention strategies. 展开更多
关键词 Hereditary non-polyposis colorectal cancer Lynch syndrome SMOKING Colorectal cancer Fuzzy modeling Risk assessment
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Laboratory study on the ecological impact of sophorolipid used for harmful algae elimination 被引量:2
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作者 孙晓霞 KIM Eunki 孙松 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2010年第6期1240-1247,共8页
We studied the role of sophorolipid in inhibiting harmful algae bloom (HAB). Different sophorolipid concentrations were tested on marine microalgae, zooplankton, fish, and bivalve (Mytilus edulis) in laboratory. T... We studied the role of sophorolipid in inhibiting harmful algae bloom (HAB). Different sophorolipid concentrations were tested on marine microalgae, zooplankton, fish, and bivalve (Mytilus edulis) in laboratory. The result shows that sophorolipid could inhibit the growth of algal species selectively. Among three algae species selected, Platymonas helgolandica var. tsingtaoensis was promoted with increasing sophorolipid concentration; Isochrysis galbana was inhibited seven days later in sophorolipid concentration below 40 mg/L; and Nitzschia closterium f. minutissima was inhibited obviously in only a high sophorolipid concentration over 20 mg/L. Therefore, sophorolipid in a low concentration at 〈20 mg/L could remove certain harmful algae species effectivelywithout harming other non-harmful microalgae. For other animals, sophorolipid could inhibit the growth of ciliate Strombidium sp. by 50% at 20 mg/L sophorolipid concentration after 96 h. The concentration in 96-h LC50 for Calanus sinicus, Neomysis awatschensis, Lateolabrax japonicus, and Paralichthys olivaceus was 15, 150, 60, and 110 mg/L, respectively. The 24 h LC50 value for Arternia salina was 600 mg/L. The relative clearance rate of mussel Mytilus edulis decreased to 80%, 40%, and 20% of the control group after being exposed to 20, 50, and 100 mg/L sophorolipid for 24 h. Therefore, the toxicity for mitigation of harmful algae bloom at previously recommended concentration of 5-20 mg/L sophorolipid is low for most tested organisms in this reaserch. 展开更多
关键词 algal blooms ECOTOXICOLOGY fish marine ecological impact MYTILUS PHYTOPLANKTON Sophorolipid SURFACTANTS toxicity ZOOPLANKTON
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Studies on the Effects of Epimedium Extract on Erythrocytes 被引量:3
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作者 Xiao Yu ZHANG Feng Hua CHEN +1 位作者 Ping Hui WEI Jia Zuan NI 《Chinese Chemical Letters》 SCIE CAS CSCD 2006年第8期1105-1108,共4页
The effect of Epimedium extract (EE) on erythrocytes was investigated by atomic force microscopy (AFM). The images of the surface structures showed clear concave and progressive increase of surface roughness of er... The effect of Epimedium extract (EE) on erythrocytes was investigated by atomic force microscopy (AFM). The images of the surface structures showed clear concave and progressive increase of surface roughness of erythrocyte after incubation with EE at concentration of 0.2 or 0.05 g/L, far below its critical hemolytic levels. The AFM results also indicated that the granules of the fine surface structure increased, which caused by aggregation of membrane protein. Further study showed that the change in surface topography of erythrocyte membrane might be connected with the increase of intracellular free Ca^2+ induced by EE. 展开更多
关键词 AFM Epimedium extract (EE) ERYTHROCYTE intracellular free Ca^2+.
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Effect on anaerobic digestion performance of corn stover by freezing–thawing with ammonia pretreatment 被引量:3
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作者 Hairong Yuan Yanyan Lan +3 位作者 Jialin Zhu Akiber Chufo Wachemo Xiujin Li Liang Yu 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2019年第1期200-207,共8页
In order to enhance the biomethane production from corn stover, choosing effective pretreatment is one of the necessary steps before starting anaerobic digestion(AD).This study was aimed to analyze the effectiveness o... In order to enhance the biomethane production from corn stover, choosing effective pretreatment is one of the necessary steps before starting anaerobic digestion(AD).This study was aimed to analyze the effectiveness of freezing–thawing with ammonia pretreatment on substance degradation and AD performance of corn stover.Three ammonia concentrations(2%, 4%, and 6%) with two different moisture contents(50% and 70%) were used to pretreat the corn stover at two temperatures(-20 ℃ and 20 ℃).The result showed that an optimum pretreatment condition for corn stover was at the temperature of -20 ℃, moisture content of 70% and ammonia concentration of 2%.Under the optimum pretreatment condition, the maximum biomethane yield reached 261 ml·(g VS)^(-1), which was 41.08% higher than that of the untreated.Under different pretreatment conditions,the highest loss of lignin at -20 ℃ with 2% ammonia concentration was 63.36% compared with the untreated.The buffer capacity of AD system was also improved after the freezing–thawing with ammonia pretreatment.Therefore, the freezing–thawing with ammonia pretreatment can be used to improve AD performance for corn stover.This study provides further insight for exploring an efficient freezing–thawing with ammonia pretreatment strategy to enhance AD performance for the practical application. 展开更多
关键词 Freezing–thawing AMMONIA PRETREATMENT Anaerobic DIGESTION Corn STOVER
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Experimental and CFD Studies on the Performance of Microfiltration Enhanced by a Turbulence Promoter 被引量:2
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作者 刘元法 贺高红 +3 位作者 丁路辉 窦红 鞠佳 李保军 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2012年第4期617-624,共8页
This paper reports experimental and computational fluid dynamics(CFD) studies on the performance of microfiltration enhanced by a helical screw insert.The experimental results show that the use of turbulence pro-moter... This paper reports experimental and computational fluid dynamics(CFD) studies on the performance of microfiltration enhanced by a helical screw insert.The experimental results show that the use of turbulence pro-moter can improve the permeate flux of membrane in the crossflow microfiltration of calcium carbonate suspension,and flux improvement efficiency is strongly influenced by operation conditions.The energy consumption analysis indicates that the enhanced membrane system is more energy saving at higher feed concentrations.To explore the intrinsic mechanism of flux enhancement by a helical screw insert,three-dimensional CFD simulation of fluid flow was implemented.It reveals that hydrodynamic characteristics of fluid flow inside the channel are entirely changed by the turbulence promoter.The rotational flow pattern increases the scouring effect on the tube wall,reducing the particle deposition on the membrane surface.The absence of stagnant regions and high wall shear stress are respon-sible for the enhanced filtration performance.No secondary flow is generated in the channel,owing to the streamline shape of helical screw insert,so that the enhanced performance is achieved at relatively low energy consumption. 展开更多
关键词 membrane fouling flux enhancement turbulence promoter computational fluid dynamics
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Equidistant combination wavelength screening and step-by-step phase-out method for the near-infrared spectroscopic analysis of serum urea nitrogen 被引量:2
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作者 Yihui Yang Fenfen Lei +3 位作者 Jing Zhang Lijun Yao Jiemei Chen Tao Pan 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2019年第6期85-96,共12页
We applied near-infrared(NIR)spectroscopy with chemometrics for the rapid and reagent-fee analysis of serum urea nitrogen(SUN).The modeling is based on the average effect of multiple sample partitions to achieve param... We applied near-infrared(NIR)spectroscopy with chemometrics for the rapid and reagent-fee analysis of serum urea nitrogen(SUN).The modeling is based on the average effect of multiple sample partitions to achieve parameter selection with stability.A multiparameter optimization platform with Norris derivative filter-partial least squares(Norris-PLS)was developed to select the most suitable mode(d=2,s=33,g=15).Using equidistant combination PLS(EC-PLS)with four parameters(initial wavelength I,number of wavelengths N,number of wavelength gaps G and latent variables LV),we performed wavelength screening after eliminating high-absorption wavebands.The optimal EC-PLS parameters were I=1228 nm,N=26,G=16 and LV=12.The root-mean square error(SEP),correlation coefficient(R_(p))for prediction and ratio of performance-to-deviation(RPD)for validation were 1.03 mmol L^(-1),0.992 and 7.6,respectively.We proposed the wavelength step-by-step phase-out PLS(WSP-PLS)to remove redun-dant wavelengths in the top 100 EC-PLS models with improved prediction performance.The combination of 19 wavelengths was identifed as the optimal model for SUN.The SEP,Rp and RPD in validation were 1.01 mmol L^(-1),0.992 and 7.7,respectively.The prediction effect and wavelength complexity were better than those of EC-PIS.Our results showed that NIR spectroscopy combined with the EC-PLS and WSP-PLS methods enabled the high-precision analysis ofSUN.WSP-PLS is a secondary optimization method that can further optimize any wavelength moc odel obtained through other continuous or discrete strategies to establish a simple and better model. 展开更多
关键词 Serum urea nitrogen near infrared spectroscopic analysis Norris derivative filter equidistant combination wavelength screening wavelength step-by-step phase-out
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Discriminant Analysis of Liquor Brands Based on Moving-Window Waveband Screening Using Near-Infrared Spectroscopy 被引量:3
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作者 Jie Zhong Jiemei Chen +1 位作者 Lijun Yao Tao Pan 《American Journal of Analytical Chemistry》 2018年第3期124-133,共10页
Partial least squares discriminant analysis (PLS-DA) with integrated moving-window (MW) waveband screening was applied to the discriminant analysis of liquor brands with near-infrared (NIR) spectroscopy. Luzhou Laojia... Partial least squares discriminant analysis (PLS-DA) with integrated moving-window (MW) waveband screening was applied to the discriminant analysis of liquor brands with near-infrared (NIR) spectroscopy. Luzhou Laojiao, a popular liquor with strong fragrant flavor, was used as the identified liquor brand (160 samples, negative, 52 vol alcoholicity). Liquors of 10 other brands with strong fragrant flavor were used as the interferential brands (200 samples, positive, 52 vol alcoholicity). The Kennard-Stone algorithm was used for the division of modeling samples to achieve uniformity and representativeness. Based on the MW-PLS-DA, a simplified optimal model set with 157 wavebands was further proposed. This set contained five types of wavebands corresponding to the NIR absorption bands of water, ethanol, and other micronutrients (i.e., acids, aldehydes, phenols, and aromatic compounds) in liquor for practical choice. Using five selected simple models with 4775 - 4239, 7804 - 6569, 6264 - 5844, 9435 - 7896, and 12066 - 10373 cm-1, the validation recognition rates were obtained as 99.3% or higher. Results show good prediction performance and low model complexity, and also provided a valuable reference for designing small dedicated instruments. The proposed method is a promising tool for large-scale inspection of liquor food safety. 展开更多
关键词 LIQUOR Brands NEAR-INFRARED Spectroscopy PARTIAL Least SQUARES DISCRIMINANT Analysis Moving-Window Waveband SCREENING Simplified Optimal Model Set
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Regional partitioning of agricultural non-point source pollution in China using a projection pursuit cluster model 被引量:3
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作者 XinHu LI ChengYi ZHAO +1 位作者 Bin WANG Garry FENG 《Journal of Arid Land》 SCIE 2011年第4期278-284,共7页
A projection pursuit cluster(PPC) model was used to analyze the regional partitioning of agricultural non-point source pollution in China.The environmental factors impacting the agricultural non-point source polluti... A projection pursuit cluster(PPC) model was used to analyze the regional partitioning of agricultural non-point source pollution in China.The environmental factors impacting the agricultural non-point source pollution were compiled into a projection index to set up the projection index function.A novel optimization algorithm called Free search(FS) was introduced to optimize the projection direction of the PPC model.By making the appropriate improvements as we explored the use of the algorithm,it became simpler,and developed better exploration abilities.Thus,the multi-factor problem was converted into a single-factor cluster,according to the projection,which successfully avoided subjective disturbance and produced objective results.The cluster results of the PPC model mirror the actual regional partitioning of the agricultural non-point source pollution in China,indicating that the PPC model is a powerful tool in multi-factor cluster analysis,and could be a new method for the regional partitioning of agricultural non-point source pollution. 展开更多
关键词 nonpoint pollution regional partitioning projection pursuit Free search
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Photocatalytic degradation of formaldehyde using mesoporous TiO_2 prepared by evaporation-induced self-assembly 被引量:5
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作者 黎成勇 贾艳荣 +2 位作者 张向超 张世英 唐爱东 《Journal of Central South University》 SCIE EI CAS 2014年第11期4066-4070,共5页
The mesoporous Ti O2 has been synthesized by evaporation induced self assembly(EISA) method. The thermogravimetric/differential scanning calorimetric(TG/DSC), X-ray diffraction(XRD), high-resolution transmission elect... The mesoporous Ti O2 has been synthesized by evaporation induced self assembly(EISA) method. The thermogravimetric/differential scanning calorimetric(TG/DSC), X-ray diffraction(XRD), high-resolution transmission electron microscopy(HR-TEM) and N2 adsorption desorption and adsorption are used to study the effects of the synthesized process condition on the microstructure of the as-synthesized mesoporous Ti O2. The photocatalytic performances of as-synthesized samples are evaluated by the degradation of the formaldehyde under ultraviolet light irradiations. The results demonstrate that the as-synthesized mesoporous Ti O2 are anatase with the uniform size about 20-40 nm. The sample is prepared using cetyltrimethyl ammonium bromide(CTAB) as the template with average pore size distribution of 8.12 nm, specific surface area of 68.47 m2/g and pore volume of 0.213 m L/g. The samples show decomposition of formaldehyde 95.8% under ultraviolet light irradiations for 90 min. These results provide a basic experimental process for preparation mesoporous Ti O2, which will posses a broad prospect in terms of the applications in improving indoor air quality. 展开更多
关键词 mesoporous TiO2 photocatalysis formaldehyde evaporation induced self assembly(EISA)
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Lactic Acid Fermentation from Coffee Ground Waste Hydrolysate by Lactobacillus rhamnosus 被引量:1
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作者 Ja-Ryong Koo Hye Min Park +1 位作者 Se Kyung Kim Hyun Shik Yun 《Journal of Renewable Materials》 SCIE 2019年第4期365-372,共8页
Lactic acid is an important organic acid that is widely used in the food,pharmaceutical,and cosmetic industries.Lactic acid was produced from coffee ground waste which contains fermentable sugars and is increasingly g... Lactic acid is an important organic acid that is widely used in the food,pharmaceutical,and cosmetic industries.Lactic acid was produced from coffee ground waste which contains fermentable sugars and is increasingly generated from our daily dietary life.Among 114 strains of Lactobacillus species,Lactobacillus rhamnosus ATCC 10863 was selected for the production of lactic acid from coffee ground waste.Through alkali pretreatment and saccharification,cellulose and hemicellulose in coffee ground waste were converted into fermentable sugars.Pretreatment experiments were conducted at various alkali solution,concentrations,and times.Alkali pretreatment with 35 g/L of KOH at 121oC for 60 min,the highest concentration of fermentable sugars was produced.The optimum concentration of Viscozyme L was 2%when saccharification was proceeded at 55oC for 7 days.The productivity of lactic acid fermentation was the highest(0.59 g/L/h)at 100 g of coffee ground waste(1x concentration),whereas the lactic acid concentration was the highest at 600 g of coffee ground waste(6x concentration).As the concentration of coffee ground increased,the lactic acid concentration was also increased,however,the amount was not proportional to the coffee ground waste used.In this study,it was found that coffee ground waste could be used as a culture medium for Lactobacillus rhamnosus ATCC 10863 through pretreatment and saccharification for the production of lactic acid. 展开更多
关键词 Coffee ground waste Lactobacillus rhamnosus lactic acid fermentable sugars SACCHARIFICATION alkali pretreatment
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Relationship between the Water Body Chlorophylla and Water Quality Factors of Wetlands Baiguishan Reservoir 被引量:1
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作者 SHE Qiu-sheng TIAN Xun WANG Guo-zhen JI Xiao-cun LI Jiu-xuan ZHAO Zhen 《Agricultural Science & Technology》 CAS 2011年第4期581-583,591,共4页
[Objective] The aim was to explore the relationship between water body Chlorophyll-a and water quality factors of wetlands Baiguishan reservoir.[Method] Chlorophyll-a and water quality factors of water quality of Wetl... [Objective] The aim was to explore the relationship between water body Chlorophyll-a and water quality factors of wetlands Baiguishan reservoir.[Method] Chlorophyll-a and water quality factors of water quality of Wetlands BaiGuishan Reservoir was studied,the analysis of the relationship on water quality of Wetlands Baiguishan Reservoir was made by use of trophic status indices and SPSS17.0 statistical analysis.[Result] Total phosphorus was an important factor of influence Chlorophyll-a in reservoir,water body had slight eutrophication phenomenon in reservoir of July to October in 2010.[Conclusion] Comprehensive management should be strengthened so as to improve the water quality of Baiguishan wetland. 展开更多
关键词 Wetlands Baiguishan Reservoir CHLOROPHYLL-A Water quality factors RELATIONSHIP
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Research Progress on Technique of Frozen Embryo Transfer in Sheep 被引量:1
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作者 SHE Qiu-sheng HU Jian-ye +2 位作者 LOU Peng-yan TAO Jing XIE Zhao-hui 《Agricultural Science & Technology》 CAS 2011年第3期397-399,共3页
The paper introduced the research progress on the technique of frozen embryo transfer in sheep,illustrated selection of donors and receptors,superovulation,synchronization of estrus,embryo cryopreservation and embryo ... The paper introduced the research progress on the technique of frozen embryo transfer in sheep,illustrated selection of donors and receptors,superovulation,synchronization of estrus,embryo cryopreservation and embryo transplantation. Frozen embryo transfer in sheep is another breakthrough in the high-quality sheep raising,and this technique in China is in its infancy recommendation stage,but it will be comprehensively popularized in the future. 展开更多
关键词 SHEEP Frozen embryo Research progress
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