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The predicted effects of climate change on local species distributions around Beijing,China
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作者 Lichun Mo jiakai liu +1 位作者 Hui Zhang Yi Xie 《Journal of Forestry Research》 SCIE CAS CSCD 2020年第5期1539-1550,共12页
To assist conservationists and policymakers in managing and protecting forests in Beijing from the effects of climate change,this study predicts changes for 2012–2112 in habitable areas of three tree species—Betula ... To assist conservationists and policymakers in managing and protecting forests in Beijing from the effects of climate change,this study predicts changes for 2012–2112 in habitable areas of three tree species—Betula platyphylla,Quercus palustris,Platycladus orientalis,plus other mixed broadleaf species—in Beijing using a classification and regression tree niche model under the International Panel on Climate Change’s A2 and B2 emissions scenarios(SRES).The results show that climate change will increase annual average temperatures in the Beijing area by 2.0–4.7℃,and annual precipitation by 4.7–8.5 mm,depending on the emissions scenario used.These changes result in shifts in the range of each of the species.New suitable areas for distributions of B.platyphylla and Q.palustris will decrease in the future.The model points to significant shifts in the distributions of these species,withdrawing from their current ranges and pushing southward towards central Beijing.Most of the ranges decline during the initial 2012–2040 period before shifting southward and ending up larger overall at the end of the 88-year period.The mixed broadleaf forests expand their ranges significantly.The P.orientalis forests,on the other hand,expand their range marginally.The results indicate that climate change and its effects will accelerate significantly in Beijing over the next 88 years.Water stress is likely to be a major limiting factor on the distribution of forests and the most important factor affecting migration of species into and out of existing nature reserves.There is a potential for the extinction of some species.Therefore,long-term vegetation monitoring and warning systems will be needed to protect local species from habitat loss and genetic swamping of native species by hybrids. 展开更多
关键词 Climate change Classification and regression tree Plant distribution Scenario A2 and B2 Simulation analysis
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人工智能在四川藏区超声医师甲状腺结节良恶性诊断中的应用 被引量:1
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作者 谢杨 石波 +5 位作者 刘家开 周春美 吴垠 曾卓华 杜君 徐可 《湖南师范大学学报(医学版)》 2022年第6期118-123,共6页
目的:探讨人工智能(AI)在四川藏区超声医师鉴别诊断甲状腺结节良恶性中的应用价值.方法:回顾性收集2020年1月-2021年1月于核工业四一六医院就诊的219例甲状腺结节患者资料(共219枚甲状腺结节),分别由四川藏区初级医师(A医师)、四川藏区... 目的:探讨人工智能(AI)在四川藏区超声医师鉴别诊断甲状腺结节良恶性中的应用价值.方法:回顾性收集2020年1月-2021年1月于核工业四一六医院就诊的219例甲状腺结节患者资料(共219枚甲状腺结节),分别由四川藏区初级医师(A医师)、四川藏区中级医师(B医师)和三甲医院中级医师(C医师)根据超声图像,对甲状腺结节的良恶性进行诊断,之后再由A医师结合AI辅助诊断系统的诊断结果对良恶性的诊断结果进行调整.以病理结果为金标准,比较不同诊断方法对甲状腺结节良恶性的鉴别诊断价值.结果:术后病理确诊恶性结节103枚,占比47.03%,良性结节116枚,占比52.97%.单独使用AI诊断甲状腺结节良恶性的灵敏度(Sen)、特异度(Spe)、准确度(ACC)分别为75.43%(88/103)、74.13%(86/116)、79.45%(174/219),与病理诊断的一致性中等(Kappa=0.591,P<0.001);A医师应用常规超声检查诊断甲状腺结节良恶性的Sen、Spe、ACC分别为44.66%(46/103)、75.00%(87/116)、60.73%(133/219),与病理诊断的一致性较差(Kappa=0.199,P=0.129);B医师应用常规超声诊断甲状腺结节良恶性的Sen、Spe、ACC分别为64.08%(66/103)、74.14%(86/116)、69.41%(152/219),与病理诊断的一致性中等(Kappa=0.384,P<0.001);C医师应用常规超声诊断甲状腺结节良恶性的Sen、Spe、ACC分别为77.67%(80/103)、85.34%(99/116)、81.74%(179/219),与病理诊断的一致性较强(Kappa=0.632,P<0.001);A医师+AI诊断甲状腺结节良恶性的Sen、Spe、ACC分别为81.55%(84/103)、78.45%(91/116)、79.91%(175/219),与病理诊断的一致性中等(Kappa=0.598,P<0.001);B医师+AI诊断甲状腺结节良恶性的Sen、Spe、ACC分别为90.29%(93/103)、75.00%(87/116)、82.19%(180/219),与病理诊断的一致性较强(Kappa=0.646,P<0.001);C医师+AI诊断甲状腺结节良恶性的Sen、Spe、ACC分别为95.15%(98/103)、81.90%(95/116)、88.13%(193/219),与病理诊断的一致性较强(Kappa=0.764,P<0.001).结论:在甲状腺结节的临床诊断中,联合AI辅助诊断系统可提升四川藏区超声医师对其良恶性鉴别诊断的诊断效能. 展开更多
关键词 甲状腺结节 鉴别 诊断 人工智能 四川藏区 超声医师
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Particulate matter assessment of a wetland in Beijing 被引量:1
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作者 Dongdong Qiu jiakai liu +2 位作者 Lijuan Zhu Lichun Mo Zhenming Zhang 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2015年第10期93-101,共9页
To increase the knowledge on the particulate matter of a wetland in Beijing, an experimental study on the concentration and composition of PM10 and PM2.5was implemented in Beijing Olympic Forest Park from 2013 to 2014... To increase the knowledge on the particulate matter of a wetland in Beijing, an experimental study on the concentration and composition of PM10 and PM2.5was implemented in Beijing Olympic Forest Park from 2013 to 2014. This study analyzed the meteorological factors and deposition fluxes at different heights and in different periods in the wetlands. The results showed that the mean mass concentrations of PM10 and PM2.5were the highest at 06:00–09:00 and the lowest at 15:00–18:00. And the annual concentration of PM10 and PM2.5in the wetland followed the order of dry period(winter) 〉 normal water period(spring and autumn) 〉 wet period(summer), with the concentration in the dry period significantly higher than that in the normal water and wet periods. The chemical composition of PM2.5in the wetlands included NH4^+, K^+, Na^+, Mg^2+, SO4^2-, NO3^-, and Cl^-, which respectively accounted for 12.7%, 1.0%, 0.8%, 0.7%, 46.6%, 33.2%, and 5.1% of the average annual composition. The concentration of PM10 and PM2.5in the wetlands had a significant positive correlation with relative humidity, a negative correlation with wind speed, and an insignificant negative correlation with temperature and radiation. The daily average dry deposition amount of PM10 in the different periods followed the order of dry period 〉normal water period 〉 wet period, and the daily average dry deposition amount of PM2.5in the different periods was dry period 〉 wet period 〉 normal water period. 展开更多
关键词 Wetland Particulate matter Meteorological factors Dry deposition
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