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Grey-box modelling for estimation of optimum cut point temperature of crude distillation column
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作者 Junaid Shahzad Iftikhar Ahmad +5 位作者 Muhammad Ahsan Farooq Ahmad Husnain Saghir Manabu Kano Hakan Caliskan Hiki Hong 《CAAI Transactions on Intelligence Technology》 2025年第1期160-174,共15页
A grey-box modelling framework was developed for the estimation of cut point temperature of a crude distillation unit(CDU)under uncertainty in crude composition and process conditions.First principle(FP)model of CDU w... A grey-box modelling framework was developed for the estimation of cut point temperature of a crude distillation unit(CDU)under uncertainty in crude composition and process conditions.First principle(FP)model of CDU was developed for Pakistani crudes from Zamzama and Kunnar fields.A hybrid methodology based on the integration of Taguchi method and genetic algorithm(GA)was employed to estimate the optimal cut point temperature for various sets of process variables.Optimised datasets were utilised to develop an artificial neural networks(ANN)model for the prediction of optimum values of cut points.The ANN model was then used to replace the hybrid framework of the Taguchi method and the GA.The integration of the ANN and FP model makes it a grey-box(GB)model.For the case of Zamama crude,the GB model helped in the decrease of up to 38.93%in energy required per kilo barrel of diesel and an 8.2%increase in diesel production compared to the stand-alone FP model under uncertainty.Similarly,for Kunnar crude,up to 18.87%decrease in energy required per kilo barrel of diesel and a 33.96%increase in diesel production was observed in comparison to the stand-alone FP model. 展开更多
关键词 artificial neural networks crude distillation unit cut point temperature optimization exergy analysis gray box model industry 4.0
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Comparative study on skin temperature response to menstruation at acupuncture points in healthy volunteers and primary dysmenorrhea patients 被引量:10
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作者 She Yanfen Ma Liangxiao +7 位作者 Zhu Jiang Qi Conghui Wang Yanxia Tang Ling Li Chunhua Yuan Hongwen Liu Yuqi Song Jiashan 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 2017年第2期220-228,共9页
OBJECTIVE:To assess skin temperature response to menstruation at acupuncture points in primary dysmenorrhea(PD) patients and healthy volunteers so as to explore acupuncture point specificity in reflecting diseases in ... OBJECTIVE:To assess skin temperature response to menstruation at acupuncture points in primary dysmenorrhea(PD) patients and healthy volunteers so as to explore acupuncture point specificity in reflecting diseases in the light of skin temperature.METHODS:Fifty-two PD patients and 49 healthy volunteers were recruited.Skin temperature measurements were performed with a skin temperature assessment device at 10 points.Absolute difference between skin temperature of the same point on the left and right side is used as main outcome measure.RESULTS:On the first day of menstruation, when menstrual pain attacking in PD patients, a significant increase in skin temperature difference was detected at Taixi(KI 3) compared with the healthy group(P < 0.01).A significant reduction in skin temperature difference was detected at Taixi(KI 3) in the first day of menstruation compared with those values in the third day after menstruation(P < 0.01)in the healthy group.On the third day after menstruation, a significant reduction in skin temperature difference was found at Zhongdu(LR 6) in PD group compared with the healthy group(P < 0.05).No significant differences of skin temperature were detected at other points(P > 0.05).CONCLUSION:The skin temperature difference at menstruation-relevant points in PD patients did not all change significantly more than those in women without PD.Significant difference was only found in Taixi(KI 3), the Yuan-source point of Kidney meridian. 展开更多
关键词 Dysmenorrhea Menstruation Skin temperature point LR 6(Zhongdu) point KI 3(Taixi) Kidney meridian Comparative study
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Detection of the End Point Temperature of Thermal Denatured Protein in Fish and Chicken Meat Through SDS-PAGE Electrophoresis 被引量:4
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作者 GAO Hongwei MAO Mao +2 位作者 LIANG Chengzhu LIN Chao XIANG Jianhai 《Journal of Ocean University of China》 SCIE CAS 2009年第1期95-99,共5页
Sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) was applied in the detection of the end point temperature (EPT) of thermal denatured protein in fish and meat in this study. It was also used in stu... Sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) was applied in the detection of the end point temperature (EPT) of thermal denatured protein in fish and meat in this study. It was also used in studying the thermal denatured temperature range of proteins in salmon and chicken meat. The results show that the temperature ranges of denatured proteins were from 65 ℃ to 75 ℃ , and these temperature ranges were influenced by the processing methods. Through SDS-PAGE, the features of repeated heating thermal denatured proteins under the same temperature and processing time were studied. The electrophoresis patterns of thermal denatured proteins determined through repeated heating at the same temperature did not exhibit any change. For the detection of cooked fish and meat samples, they were subjected to applying the SDS-PAGE method, which revealed an EPT ranging from 60 ℃ to 80 ℃ . 展开更多
关键词 end point temperature DETECTION SDS-PAGE electrophoresis
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Crossing point temperature of coal 被引量:5
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作者 Qi xuyao Deming Wang +1 位作者 James A. Milke Xiaoxing Zhong 《Mining Science and Technology》 EI CAS 2011年第2期255-260,共6页
A further understanding of the self-heating of coal was obtained by investigating the crossing point temperature(CPT) of different ranks of coal.The tests were carried out using a self-designed experimental system f... A further understanding of the self-heating of coal was obtained by investigating the crossing point temperature(CPT) of different ranks of coal.The tests were carried out using a self-designed experimental system for coal self-heating.50 g(±0.01 g) of coal particles ranging from 0.18 mm to 0.38 mm in size were put into a pure copper reaction vessel attached to the center of a temperature programmed enclosure.The temperature program increased the temperature at a rate of 0.8℃/min.Dry air was permitted to flow into the coal reaction vessel at different rates.The surrounding temperature and the coal temperature were monitored by a temperature logger.The results indicate that CPT is affected by coal rank,moisture,sulfur, and the experimental conditions.Higher ranked coals show higher CPT values.A high moisture content causes a delay phenomenon during the self-heating of the coal.Drying at 40℃decreases the effects of moisture.The reactivity of sulfur components in the coal is low under dry and low-temperature conditions. These components form a film that covers the coal surface and slightly inhibits the self-heating of the coal. The flow rate of dry air,and the heating rate of the surroundings,also affect the self-heating of the coal.The most appropriate experimental conditions for coal samples of a given weight and particle size were determined through contrastive analysis.Based on this analysis we propose that CPTs be determined under the same,or nearly the same conditions,for evaluation of the spontaneous combustion of coal. 展开更多
关键词 COAL Spontaneous combustion Crossing point temperature MOISTURE SULFUR Coal rank
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On the determination and simulation of seawater freezing point temperature under high pressure 被引量:4
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作者 YAN Liangjun WANG Zhaomin +1 位作者 LIU Chengyan WU Yang 《Advances in Polar Science》 CSCD 2019年第4期391-398,共8页
At present,it is believed that the freezing point temperature of seawater is a function of salinity and pressure,and the freezing point is a key parameter in a coupled air-sea-ice system.Generally,empirical formulas o... At present,it is believed that the freezing point temperature of seawater is a function of salinity and pressure,and the freezing point is a key parameter in a coupled air-sea-ice system.Generally,empirical formulas or methods are used to calculate the freezing point of seawater.Especially in high-pressure situations,e.g.,under a thick ice sheet or ice shelf,the pressure term must be taken into account in the determination of seawater freezing point temperature.This study summarized various methods that have been used to calculate seawater freezing point with high pressure.The methods that were employed in two ocean-ice models were also assessed.We identified the disadvantages of these methods used in these two models and addressed the corresponding uncertainties of the freezing point temperature formulas.This study provides useful information on the calculation of the freezing point temperature in numerical modeling and indicates a need to investigate the sensitivity of numerical simulations to the uncertainties in the freezing point temperature in future. 展开更多
关键词 freezing point temperature seawater SALINITY PRESSURE COMPARISON
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Estimating Daily Dew Point Temperature Based on Local and Cross-StationMeteorological Data Using CatBoost Algorithm 被引量:1
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作者 Fuqi Yao Jinwei Sun Jianhua Dong 《Computer Modeling in Engineering & Sciences》 SCIE EI 2022年第2期671-700,共30页
Accurate estimation of dew point temperature(Tdew)plays a very important role in the fields of water resource management,agricultural engineering,climatology and energy utilization.However,there are few studies on the... Accurate estimation of dew point temperature(Tdew)plays a very important role in the fields of water resource management,agricultural engineering,climatology and energy utilization.However,there are few studies on the applicability of local Tdew algorithms at regional scales.This study evaluated the performance of a new machine learning algorithm,i.e.,gradient boosting on decision trees with categorical features support(Cat Boost)to estimate daily Tdew using limited local and cross-station meteorological data.The random forests(RF)algorithm was also assessed for comparison.Daily meteorological data from 2016 to 2019,including maximum,minimum and average temperature(Tmax,Tmin and Tmean),maximum,minimum and average relative humidity(RHmax,RHmin and RHmean),maximum,minimum and average global solar radiation(Rsmax,Rsmin and Rsmean)from three weather stations in Hunan of China were used to evaluate the CatBoost and RF algorithms.The results showed that both algorithms achieved satisfactory estimation accuracy at the target stations(on average RMSE=1.020℃,R^(2)=0.969,MAE=0.718℃and NRMSE=0.087)in the absence of complete meteorological parameters(with only temperature data as input).The Cat Boost algorithm(on average RMSE=1.900℃and R^(2)=0.835)was better than the RF algorithm(on average RMSE=2.214℃andR^(2)=0.828).The accuracy and stability of the CatBoost and RF algorithms were positively correlated with the number of input parameters,and the three-parameter algorithms achieved higher estimation accuracy than the two-parameter algorithms.The developed methodology is helpful to predict Tdew at regional scale. 展开更多
关键词 Dew point temperature categorical boosting random forests cross-station accuracy
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Surface crack imaging based on delayed temperature difference at symmetric points by laser spot thermography 被引量:5
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作者 WANG Xiaona WANG Xiaoning +1 位作者 HOU Dexin YE Shuliang 《Instrumentation》 2014年第2期30-37,共8页
Laser spot thermography is a novel technique for the detection of surface cracks with a laser to heat sample locally and with an IR camera to record the surface temperature distribution. Common methods to characterize... Laser spot thermography is a novel technique for the detection of surface cracks with a laser to heat sample locally and with an IR camera to record the surface temperature distribution. Common methods to characterize cracks are only suitable for the situation that the laser scanning path is vertical to the crack. But due to the randomness of cracks,when the scanning path is parallel to the crack,surface cracks cannot be detected by these methods. To tackle this problem,a method is presented which is suitable for the situation that the scanning path is parallel to crack. The main idea is to evaluate the crack-caused asymmetries of the surface temperature distribution. The effect of temperature gradient and the maximum scanning interval are analyzed by a 2D simulation. A new crack imaging technique is presented that is based on delayed temperature difference at symmetric points to characterize the crack in the thermal image. Compared well with those obtained by the spatial first derivative method,experimental results are shown to efficiently prove this method. 展开更多
关键词 Laser spot thermography Scanning path parallel to crack Delayed temperature difference at symmetric points Surface crack
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Interpretation of data and treatment of Jing-well point temperatures test
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作者 Lei-Ming Wang Kang Tan Li-Hao Chen 《TMR Theory and Hypothesis》 2019年第4期260-266,共7页
The Jing-well point temperatures test method is a method to diagnose and guide the treatment of diseases by measuring the subjects' symmetrical well point temperature. it is improved from the method of knowing hea... The Jing-well point temperatures test method is a method to diagnose and guide the treatment of diseases by measuring the subjects' symmetrical well point temperature. it is improved from the method of knowing heat sensitivity. The application of Jing-well point temperatures test method is wide, and it can be used in internal and external gynecology and pediatrics and facial features department. at the same time, it has the advantage of objective and accurate diagnosis. The old law has some shortcomings, such as poor intuition, unavoidable omission of information, incomplete interpretation of information and so on. In this paper, Excel software is used to transform the data into line chart form, which improves the intuition and comprehensiveness of this method, so that the data can be better interpreted and used. It is newly proposed in this article that in addition to observing the longitudinal di fference of well point temperature, more attention should be paid to the horizontal contrast difference of well point temperature in different meridians. The article also summarizes a number of treatment methods, including acupuncture, moxa moxibustion, cupping and scraping, and the selection of acupoints, including mother acupoints, tenderness points and heat-sensitive moxibustion, so that doctors can combine traditional Chinese medicine professional knowledge in clinic. 展开更多
关键词 Jing-well point temperatures test Meridian diagnostic methods Line graphs DATA Teatment
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The evolving distribution of humidity conditional on temperature and implications for compound heat extremes across China in a warming world
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作者 Caixia Liang Jiacan Yuan 《Atmospheric and Oceanic Science Letters》 2025年第6期9-14,共6页
The likelihood of extreme heat occurrence is continuously increasing with global warming.Under high temperatures,humidity may exacerbate the heat impact on humanity.As atmospheric humidity depends on moisture availabi... The likelihood of extreme heat occurrence is continuously increasing with global warming.Under high temperatures,humidity may exacerbate the heat impact on humanity.As atmospheric humidity depends on moisture availability and is constrained by air temperature,it is important to project the changes in the distribution of atmospheric humidity conditional on air temperature as the climate continuously warms.Here,a non-crossing quantile smoothing spline is employed to build quantile regression models emulating conditional distributions of dew point(a measure of humidity)on local temperature evolving with escalating global mean surface temperature.By applying these models to 297 weather stations in seven regions in China,the study analyzes historical trends of humid-heat and dry-hot days,and projects their changes under global warming of 2.0℃ and 4.5℃.In response to global warming,rising trends of humid-heat extremes,while weakening trends of dry-hot extremes,are observed at most stations in Northeast China.Additionally,results indicate an increasing trend in dry-hot extremes at numerous stations across central China,but a rise in humid-heat extremes over Northwest China and coastal regions.These trends found in the current climate state are projected to intensify under 2.0℃ and 4.5℃ warming,possibly influenced by the heterogeneous variations in precipitation,soil moisture,and water vapor fluxes.Requiring much lower computational resources than coupled climate models,these quantile regression models can further project compound humidity and temperature extremes in response to different levels of global warming,potentially informing the risk management of compound humid-heat extremes on a local scale. 展开更多
关键词 Global warming Conditional distribution of dew point on temperature Non-crossing quantile smoothing spline model Compound heat extremes
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Comparative effects of artemisia vulgaris and charcoal moxa stimulating Zhongwan(CV 12) on body temperature in healthy participants:a cross-over single-blind randomized study
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作者 Ho-Yeon Go Ju Ah Lee +9 位作者 Sunyoung Park Sunju Park Jeong-Su Park Chunhoo Cheon Seong-Gyu Ko Kyung-Hwan Kong Chan-yong Jun Jong-hyeong Park Mi-Ran Shin Se-Hoon Lee 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 2015年第5期551-557,共7页
OBJECTIVE:To evaluate the efficacy,safety,satisfaction,discomfort and patient preference of moxa cones of artemisia vulgaris and charcoal moxa.METHODS:This comparative study of moxibustion treatment with Artemisia vul... OBJECTIVE:To evaluate the efficacy,safety,satisfaction,discomfort and patient preference of moxa cones of artemisia vulgaris and charcoal moxa.METHODS:This comparative study of moxibustion treatment with Artemisia vulgaris and charcoal moxa cone stimulating Zhongwan(CV 12) is a cross-over single-blinded,randomized clinical trial.A total of 40 healthy subjects(24 males and 16females) participated in this study.Two subjects dropped out of the trial.Thirty-eight subjects were treated with Artemisia vulgaris and charcoal moxa cones for 30 min in a cross-over design.After treatment,the patients underwent a 30 minute waiting period,and then the temperatures at Tanzhong(CV 17),Zhongwan(CV 12) and Guanyuan(CV 4) were measured using digital infrared thermal imaging.RESULTS:After the use of Artemisia vulgaris moxa,the patients' body temperatures were slightly lowered at Tanzhong(CV 17),Zhongwan(CV 12)and Guanyuan(CV 4),but the changes were not statistically significant.After the use of charcoal moxa,the patients' body temperatures were somewhat increased at Zhongwan(CV 12) and Guanyuan(CV 4),but the changes were not statistically significant.After Artemisia vulgaris moxa use,the body temperature difference between Zhongwan(CV 12) and Guanyuan(CV 4)was significantly increased.After charcoal moxa use,the body temperature difference between Tanzhong(CV 17) and Zhongwan(CV 12) was significantly decreased in males and in the whole group.This change was caused by the difference in the moxibustion type and by gender differences.CONCLUSION:This pilot study found that moxibustion did not raise the body temperature,but temperature differences between acupoints were affected.Further large-scale randomized controlled trials are needed for the effect of moxibustion on body temperature. 展开更多
关键词 Moxibustion point CV12(Zhongwan) Artemisia Body temperature Cross-over studies Single-blind method Randomized controlled trial
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Infrared image-based multi-point temperature monitoring for ultra-high-voltage direct current wall bushings subject to insulation shed interference 被引量:1
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作者 Huajie Liang Ziyou Li +6 位作者 Zhaocong Liu Qiang Li Shihong Zhang Zhenyu Zhang Jinxiong Wang Jianbo Jiang Chichun Zhou 《High Voltage》 2025年第2期411-418,共8页
Ultra-high-voltage direct current wall bushings are critical components in direct current transmission systems.Temperature variations and abnormal distributions can signal potential equipment failures that threaten sy... Ultra-high-voltage direct current wall bushings are critical components in direct current transmission systems.Temperature variations and abnormal distributions can signal potential equipment failures that threaten system stability.Therefore,monitoring these critical multi-point temperature variations is essential.However,the unique design of the bushings,featuring insulation sheds of periodic shape,distorts infrared temperature measurements by introducing interference points.These interference points,dependent on the measurement's angle and distance,appear irregularly in infrared images,severely impacting the accuracy of multi-point temperature distribution assessments.To address this challenge,an anomaly detection method is proposed that adaptively identifies interference points.The method identifies interference points by comparing pixels and uses a voting mechanism to improve identification accuracy.Compared with traditional methods,this approach presents two main advantages:adaptive identification capability,which enables it to recognise interference points and adapt to changing conditions,and unsupervised learning,which enables it to work effectively without requiring manually labelled data.Experimental tests on 161 bushing infrared images demonstrate the effectiveness of the method,achieving a 100%success rate in identifying localised overheating issues.The method has been integrated into high-voltage direct current transmission anomaly systems and can be used to monitor critical equipment,enhancing system reliability and safety. 展开更多
关键词 infrared imaging equipment failures direct current transmission systemstemperature multi point temperature monitoring insulation shed interference interference pointsthese interference pointsdepende ultra high voltage direct current wall bushings
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Characterization of Fertility Alteration in 8 Environment-sensitive Genic Male-sterile Lines of indica Rice 被引量:21
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作者 牟同敏 曹兵 +3 位作者 黄宗洪 杨国才 林尤珍 向关伦 《Acta Botanica Sinica》 CSCD 2001年第3期238-242,共5页
Eight indica ( Oryza sativa L.) environment-sensitive genic male-sterile (EGMS) lines, 2-2S, K1405S, F131S, 2136S, Pei-Ai 64S, 1290S, GD-IS and N17S, were sequentially seeded with 10-15 d interval at three sites, Wuha... Eight indica ( Oryza sativa L.) environment-sensitive genic male-sterile (EGMS) lines, 2-2S, K1405S, F131S, 2136S, Pei-Ai 64S, 1290S, GD-IS and N17S, were sequentially seeded with 10-15 d interval at three sites, Wuhan in 1997, Guiyang in 1997 and Sanya in 1997 and 1998, China. The results of investigations on self-sterilities showed that all of eight EGMS lines had stable sterile periods of longer than 30 d at Wuhan. They can be used for seed production of two-line hybrid rice, but can not reproduce themselves. Their stable sterile periods were shorter than 30 d at Guiyang, they can reproduce themselves and can not be used for hybrid seed production. In Sanya, their stable sterile periods were longer than 150 d, all of eight lines can be used for seed production in summer and autumn and reproduce themselves in winter. The fertility of all eight lines were sensitive to temperature. The sensitive stages, sensitive duration and critical point of temperatures (CPT) of fertility alteration in various lines were different. The sensitive stages of 2-2S and K1405S were from 18 d to 9 d before heading, the sensitive durations were 7-10 d and the CPTs were 23.7-24.5 degreesC. The sensitive stage, sensitive duration and CPT of F131S were from 17 to 5 d before heading, 13 d and 24.3-24.7 degreesC, respectively. The sensitive stage, sensitive duration and CPT of 2136S were from 18 to 12 d before heading, 7 d and 24.6-25.1 degreesC:, respectively. The sensitive stages, sensitive durations of Pei-Ai 64S, 1290S, N17S and GD-1S were from 24 to 13 d before heading and 10-13 d. And their CPTs were 24.6-25.1 degreesC, 25.5-26.2 degreesC, 25.4-26.1 degreesC,, and 24.1-24.7 degreesC, respectively. 展开更多
关键词 RICE environment-sensitive genic male-sterile lines fertility expression sensitive stage and duration critical point temperature of fertility alteration
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Experimental study on filtration and continuous regeneration of a particulate filter system for heavy-duty diesel engines 被引量:11
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作者 Tao Tang Jun Zhang +2 位作者 Dongxiao Cao Shijin Shuai Yanguang Zhao 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2014年第12期2434-2439,共6页
This study investigated the filtration and continuous regeneration of a particulate filter system on an engine test bench, consisting of a diesel oxidation catalyst(DOC) and a catalyzed diesel particulate filter(C... This study investigated the filtration and continuous regeneration of a particulate filter system on an engine test bench, consisting of a diesel oxidation catalyst(DOC) and a catalyzed diesel particulate filter(CDPF). Both the DOC and the CDPF led to a high conversion of NO to NO2 for continuous regeneration. The filtration efficiency on solid particle number(SPN) was close to100%. The post-CDPF particles were mainly in accumulation mode. The downstream SPN was sensitively influenced by the variation of the soot loading. This phenomenon provides a method for determining the balance point temperature by measuring the trend of SPN concentration. 展开更多
关键词 Catalyzed diesel particulate filter Diesel oxidation catalyst FILTRATION REGENERATION Balance point temperature
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Study of asphaltene deposition from Tahe crude oil 被引量:6
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作者 CHEN Chaogang GUO Jixiang +3 位作者 AN Na REN Bo LI Yaguang JIANG Qingzhe 《Petroleum Science》 SCIE CAS CSCD 2013年第1期134-138,共5页
Borehole blockage caused by asphaltene deposition is a problem in crude oil production in the Tahe Oilfield, Xinjiang, China. This study has investigated the influences of crude oil compositions, temperature and press... Borehole blockage caused by asphaltene deposition is a problem in crude oil production in the Tahe Oilfield, Xinjiang, China. This study has investigated the influences of crude oil compositions, temperature and pressure on asphaltene deposition. The asphaltene deposition trend of crude oil was studied by saturates, aromatics, resins and asphaltenes (SARA) method, and the turbidity method was applied for the first time to determine the onset of asphaltene flocculation. The results showed that the asphaltene deposition trend of crude oil by the turbidity method was in accordance with that by the SARA method. The asphaltene solubility in crude oil decreased with decreasing temperature and the amount of asphaltene deposits of T739 crude oil (from well T739, Tahe Oilfield) had a maximum value at 60℃. From the PVT results, the bubble point pressure of TH 10403CX crude oil (from well TH10403CX, Tahe Oilfield) at different temperatures can be obtained and the depth at which the maximum asphaltene flocculation would occur in boreholes can be calculated. The crude oil PVT results showed that at 50,90 and 130 ℃, the bubble point pressure of TH 10403CX crude oil was 25.2, 26,4 and 27.0 MPa, respectively. The depth of injecting asphaltene deposition inhibitors for TH10403CX was determined to be 2,700 m. 展开更多
关键词 Onset of asphaltene flocculation turbidity method crude oil composition temperature bubble point pressure BOREHOLE
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Modification and validation of a new method to improve the accuracy of MODIS-derived dew point temperature over China's Mainland
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作者 Wenbin Zhu and Mei Cao 《International Journal of Digital Earth》 SCIE EI 2023年第1期3513-3535,共23页
MODIS atmospheric profile products(MOD07_L2 and MYD07_L2)have been widely used for near-surface dew point temperature(T_(d))estimation.However,their accuracy over large scale has seldom been evaluated.In this study,we... MODIS atmospheric profile products(MOD07_L2 and MYD07_L2)have been widely used for near-surface dew point temperature(T_(d))estimation.However,their accuracy over large scale has seldom been evaluated.In this study,we validated these two products comprehensively against 2153 stations over China's Mainland.MOD07_L2 was suggested by our study because it achieved higher accuracy in either of two frequently-used methods.To be specific,the root-meansquare error(RMSE)achieved by MOD07_L2 and MYD07_L2 was 5.82 and 7.42℃,respectively.On this basis,a recent ground-based correction method was modified to further improve their accuracy.Our focus is to investigate whether this ground-based approach is applicable to large-scale remote sensing applications.The results show that this new method showed great potential for T_(d) estimation independently from ground observations.Through the introduction of MODIS land surface products,the RMSE it achieved for MOD07_L2 and MYD07_L2 was 5.23 and 5.59℃,respectively.Further analysis shows that it was particularly useful in capturing the annual average T_(d) patterns.The R2,RMSE,and bias of annual average daily mean T_(d) estimates were 0.95,1.84℃,and 0.53℃,and those achieved for annual average instantaneous T_(d) estimates were 0.94,2.09℃,and 0.75℃,respectively. 展开更多
关键词 Dew point temperature relative humidity atmospheric profiles MODIS remote sensing
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Evaluation of Terra/MODIS atmospheric profiles product(MOD07)over the Iberian Peninsula:a comparison with radiosonde stations 被引量:1
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作者 JoséA.Sobrino Juan C.Jiménez-Muñoz +1 位作者 Cristian Mattar Guillem Sòria 《International Journal of Digital Earth》 SCIE EI CSCD 2015年第10期771-783,共13页
Remote sensing techniques are a useful tool for continuous observation of the Earth at global scale.However,products derived from remote sensing data require a rigorous validation using in situ data.Moderate Resolutio... Remote sensing techniques are a useful tool for continuous observation of the Earth at global scale.However,products derived from remote sensing data require a rigorous validation using in situ data.Moderate Resolution Imaging Spectroradiometer(MODIS)is not really a sounding instrument,but it does have 16 infrared bands(bands 20-36 covering the spectral range from 3μm to 14μm)that allow the retrieval of temperature and moisture profiles as well as total column integrated magnitudes.In this paper we show the results obtained in the evaluation of MOD07 daytime and nighttime products over the Iberian Peninsula during the decade from 2000 to 2010 using nine radiosonde stations.Although MODIS limitations in comparison with other sounding instruments,the validation provided satisfactory results,with bias(MOD07 minus radiosonde)<0.3 cm and a standard deviation of 0.5 cm for the total column water vapor,and bias around 1 K on average with standard deviations between 2 K and 3 K for air temperature at different pressure levels.On average,bias was positive and below 2 K with standard deviations around 5 K for the dew point temperature case.Large errors were found in this case for pressure levels higher than 50 hPa. 展开更多
关键词 MODIS MOD07 atmospheric profiles water vapor air temperature dew point temperature
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ENERGY AND FEASIBILITY ANALYSIS OF APPLYING BIO-BASED PHASE CHANGE MATERIALS TO BUILDINGS IN EAST ASIA 被引量:1
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作者 Abdo Abdullah Ahmed Gassar Geun Young Yun +1 位作者 Sumin Kim Choong-Hee Han 《Journal of Green Building》 2020年第2期157-181,共25页
The application of phase change materials(PCMs)in building envelopes can help promote energy efficiency due to its high heat capacity.Our study aimed to provide energy and economic insights for deploying PCM to buildi... The application of phase change materials(PCMs)in building envelopes can help promote energy efficiency due to its high heat capacity.Our study aimed to provide energy and economic insights for deploying PCM to buildings in eight different regions of East Asia through a series of energy and economic analysis using computer modelling and simulations.The static payback period(SPP)and dynamic payback(DPP)methods were used to evaluate the economic feasibility of applying a PCM at different melting phase temperatures(20℃,23℃,25℃,27℃ and 29℃).Results show that the proper choice of a PCM melting temperature is a key factor to improve the performance of the PCM applied to buildings.A melting phase temperature of 29℃ achieved the highest economic feasibility in Seoul,Tokyo;Pyongyang;Beijing;and Ulaanbaatar and a melting temperature of 23℃ in Hong Kong had the highest economic feasibility.Overall,the combined economic and energy analysis presented in this study can play an important role in improving the energy and economic feasibility of PCM in buildings. 展开更多
关键词 BioPCM SPP DPP energy savings office building heating&cooling seasons melting point temperature
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Ultra-strong anti-freezing hydrogel-based smart window with wide geographical adaptability
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作者 BAI YiJie TANG TianQi HE YuRong 《Science China(Technological Sciences)》 CSCD 2024年第12期3801-3811,共11页
Smart windows,capable of dynamically regulating indoor heat,offer a promising avenue for effectively reducing energy consumption.Hydrogel-based smart windows are excellent at thermal modulation and daylighting,but the... Smart windows,capable of dynamically regulating indoor heat,offer a promising avenue for effectively reducing energy consumption.Hydrogel-based smart windows are excellent at thermal modulation and daylighting,but they are difficult to commercialize globally due to problems like winter ice formation,which can affect thermal insulation,daylighting,and structural integrity,as well as an impractical cloud point temperature(t_(cp)).To solve these issues,a ternary anti-freezing system consisting of ethylene glycol(EG),glycerol,and water is proposed.With the t_(cp)regulated at 31.6℃,the system strikes a balance between outstanding daylighting(91.89%)and solar modulation ability(78.32%).Furthermore,the system shows resilience even below-30.0℃and long-term stability,which qualifies it for use in densely populated regions even with severely cold weather.To further illustrate the distinct impacts of EG and glycerol,the optical characteristics and tcpof binary systems containing EG and water as well as glycerol and water were examined.The durability test includes severely cold temperature of-30.0℃ and solar exposure temperature of 60.0℃.This work would offer insights to advance the field's understanding of antifreezing capability modification in smart windows and advance the development of environmentally and energy-efficiently designed buildings. 展开更多
关键词 smart window ANTI-FREEZING durability test optical properties cloud point temperature regulation
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