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TOC estimation from logging data using principal component analysis 被引量:2
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作者 Yaxiong Zhang Gang Wang +3 位作者 Xindong Wang haitao fan Bo Shen Ke Sun 《Energy Geoscience》 2023年第4期1-8,共8页
Total organic carbon(TOC)content is one of the most important parameters for characterizing the quality of source rocks and assessing the hydrocarbon-generating potential of shales.The Lucaogou Formation shale reservo... Total organic carbon(TOC)content is one of the most important parameters for characterizing the quality of source rocks and assessing the hydrocarbon-generating potential of shales.The Lucaogou Formation shale reservoirs in the Jimusaer Sag,Junggar Basin,NW China,is characterized by extremely complex lithology and a wide variety of mineral compositions with source rocks mainly consisting of carbonaceous mudstone and dolomitic mudstone.The logging responses of organic matter in the shale reservoirs is quite different from those in conventional reservoirs.Analyses show that the traditional△logR method is not suitable for evaluating the TOC content in the study area.Analysis of the sensitivity characteristics of TOC content to well logs reveals that the TOC content has good correlation with the separation degree of porosity logs.After a dimension reduction processing by the principal component analysis technology,the principal components are determined through correlation analysis of porosity logs.The results show that the TOC values obtained by the new method are in good agreement with that measured by core analysis.The average absolute error of the new method is only 0.555,much less when compared with 1.222 of using traditional△logR method.The proposed method can be used to produce more accurate TOC estimates,thus providing a reliable basis for source rock mapping. 展开更多
关键词 Total organic carbon Principal component analysis Separation degree Source rocks Shale oil
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虫草素纳米乳液制备及对皮肤光老化修复机制研究
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作者 张虎成 杨国伟 +3 位作者 杨军 范海涛 罗帅 刘霖颖 《日用化学工业(中英文)》 CAS 北大核心 2022年第10期1072-1080,共9页
将虫草素(cordycepin)作为功效成分制作成纳米乳液,并研究了虫草素纳米乳液配方工艺、质量初步评价和对皮肤光老化修复机制。通过绘制伪三元相图,确定虫草素纳米乳液配方,考察纳米乳粒径、黏度、稳定性,以及虫草素稳定性。利用紫外线照... 将虫草素(cordycepin)作为功效成分制作成纳米乳液,并研究了虫草素纳米乳液配方工艺、质量初步评价和对皮肤光老化修复机制。通过绘制伪三元相图,确定虫草素纳米乳液配方,考察纳米乳粒径、黏度、稳定性,以及虫草素稳定性。利用紫外线照射新西兰兔子皮肤,检测皮肤中的超氧化物歧化酶(SOD)、谷胱甘肽(GSH)、过氧化氢酶(CAT)活力和丙二醛(MDA)的含量。结果表明,乳化剂和助乳化剂质量比(Km)为2∶1时得到的纳米乳液较稳定,虫草素纳米乳平均直径为374 nm,黏度为(9.33±0.14)mPa·s,具有良好的离心稳定性、稀释稳定性、长期稳定性和温度稳定性;虫草素1~8个月维持在(12.006±0.025)mg/g,RSD在1%以内,第9个月开始减少;使用虫草素纳米乳液实验组4的SOD、CAT活性和GSH含量稍低于对照组,显著高于实验组1、2和3(P<0.01),对照组和实验组4的MDA含量均明显低于实验组1、2和3(P<0.01)。虫草素纳米乳液具有较好的稳定性、黏度和粒径大小,可以有效缓解紫外线照射引起的皮肤衰老。 展开更多
关键词 虫草素 纳米乳液 高效液相色谱 抗衰老 稳定性
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Fetuin-A is an immunomodulator and a potential therapeutic option in BMP4-dependent heterotopic ossification and associated bone mass loss 被引量:1
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作者 Chen Kan Jiazhao Yang +15 位作者 haitao fan Yuanjuan Dai Xingxing Wang Rui Chen Jia Liu Xiangyue Meng Wei Wang Guiling Li Jiao Zhou Ya Zhang Wanbo Zhu Shiyuan fang Haiming Wei Hong Zheng Siying Wang fang Ni 《Bone Research》 SCIE CAS CSCD 2022年第4期867-881,共15页
Heterotopic ossification(HO)is the abnormal formation of bone in extraskeletal sites.However,the mechanisms linking HO pathogenesis with bone mass dysfunction remain unclear.Here,we showed that mice harboring injury-i... Heterotopic ossification(HO)is the abnormal formation of bone in extraskeletal sites.However,the mechanisms linking HO pathogenesis with bone mass dysfunction remain unclear.Here,we showed that mice harboring injury-induced and BMP4-dependent HO exhibit bone mass loss similar to that presented by patients with HO.Moreover,we found that injury-induced hyperinflammatory responses at the injury site triggered HO initiation but did not result in bone mass loss at 1 day post-injury(dpi).In contrast,a suppressive immune response promoted HO propagation and bone mass loss by 7 dpi.Correcting immune dysregulation by PD1/PDL1 blockade dramatically alleviated HO propagation and bone mass loss.We further demonstrated that fetuin-A(FetA),which has been frequently detected in HO lesions but rarely observed in HO-adjacent normal bone,acts as an immunomodulator to promote PD1 expression and M2 macrophage polarization,leading to immunosuppression.Intervention with recombinant FetA inhibited hyperinflammation and prevented HO and associated bone mass loss.Collectively,our findings provide new insights into the osteoimmunological interactions that occur during HO formation and suggest that FetA is an immunosuppressor and a potential therapeutic option for the treatment of HO. 展开更多
关键词 PD1 THERAPEUTIC inhibited
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Aeration optimization through operation at low dissolved oxygen concentrations:Evaluation of oxygen mass transfer dynamics in different activated sludge systems 被引量:10
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作者 haitao fan Lu Qi +3 位作者 Guoqiang Liu Yuankai Zhang Qiang fan Hongchen Wang 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2017年第5期224-235,共12页
In wastewater treatment plants(WWTPs)using the activated sludge process,two methods are widely used to improve aeration efficiency — use of high-efficiency aeration devices and optimizing the aeration control strat... In wastewater treatment plants(WWTPs)using the activated sludge process,two methods are widely used to improve aeration efficiency — use of high-efficiency aeration devices and optimizing the aeration control strategy. Aeration efficiency is closely linked to sludge characteristics(such as concentrations of mixed liquor suspended solids(MLSS)and microbial communities)and operating conditions(such as air flow rate and operational dissolved oxygen(DO)concentrations). Moreover,operational DO is closely linked to effluent quality. This study,which is in reference to WWTP discharge class A Chinese standard effluent criteria,determined the growth kinetics parameters of nitrifiers at different DO levels in small-scale tests. Results showed that the activated sludge system could meet effluent criteria when DO was as low as 0.3 mg/L,and that nitrifier communities cultivated under low DO conditions had higher oxygen affinity than those cultivated under high DO conditions,as indicated by the oxygen half-saturation constant and nitrification ability. Based on nitrifier growth kinetics and on the oxygen mass transfer dynamic model(determined using different air flow rate(Q′air)and mixed liquor volatile suspended solids(MLVSS)values),theoretical analysis indicated limited potential for energy saving by improving aeration diffuser performance when the activated sludge system had low oxygen consumption; however,operating at low DO and low MLVSS could significantly reduce energy consumption. Finally,a control strategy coupling sludge retention time and MLVSS to minimize the DO level was discussed,which is critical to appropriate setting of the oxygen point and to the operation of low DO treatment technology. 展开更多
关键词 Aeration optimization Low dissolved oxygen nitrification Mixed liquor suspended solids Oxygen mass transfer Oxygen uptake rate
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