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YOLOv8和LPRNet融合的车牌识别系统设计
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作者 林镕城 邱健数 +1 位作者 赵章圳 邹佳铭 《福建电脑》 2025年第1期85-89,共5页
车牌检测与识别作为智能交通管理的重要组成部分,广泛应用于道路监管、停车场管理等场景。为提高车牌识别的准确性,本文构建一种高效快捷的车牌检测与识别系统。将YOLOv8目标检测模型与LPRNet车牌识别网络结合运用,提升模型的精度与鲁... 车牌检测与识别作为智能交通管理的重要组成部分,广泛应用于道路监管、停车场管理等场景。为提高车牌识别的准确性,本文构建一种高效快捷的车牌检测与识别系统。将YOLOv8目标检测模型与LPRNet车牌识别网络结合运用,提升模型的精度与鲁棒性。测试的结果表明,系统对车牌检测与字符识别的精度达到85%,平均推理速度为40.30ms,具有较好的有效性与高效性。 展开更多
关键词 深度学习 卷积神经网络 车牌识别 车牌检测
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超声引导注射亚甲蓝在输尿管软镜处理肾盂旁囊肿术中的应用 被引量:5
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作者 蔡旺海 朱庆国 +5 位作者 叶烈夫 李涛 林榕城 林友成 杨泽松 胡敏雄 《微创泌尿外科杂志》 2020年第5期305-309,共5页
目的:探讨超声引导注射亚甲蓝注射液定位囊肿在输尿管软镜肾盂旁囊肿治疗中应用的安全性和有效性。方法:回顾性分析2017年2月-2019年12月收治的13例输尿管软镜定位困难的肾盂旁囊肿的临床资料,其中男6例,女7例。年龄27~65岁,平均(53.4&#... 目的:探讨超声引导注射亚甲蓝注射液定位囊肿在输尿管软镜肾盂旁囊肿治疗中应用的安全性和有效性。方法:回顾性分析2017年2月-2019年12月收治的13例输尿管软镜定位困难的肾盂旁囊肿的临床资料,其中男6例,女7例。年龄27~65岁,平均(53.4±9.5)岁。均为单侧单发肾盂旁囊肿,囊肿直径2.9~6.4 cm,平均(5.0±1.2)cm。13例患者囊肿均压迫肾盂肾盏,5例并发同侧肾结石,2例存在腰痛症状。13例患者均行肾盂旁囊肿经尿道输尿管软镜激光切开内引流术,术中患者均取斜仰卧截石位。13例患者输尿管软镜直视下无法明确定位囊肿,均应用超声引导向囊腔内注射亚甲蓝进行染色定位,再以钬激光对被染色的肾盂旁囊肿进行切开内引流,开窗直径1~2 cm,使囊腔与肾盂相通,并于囊腔内留置双J管。结果:手术均成功,术中平均囊肿处理时间(17.9±5.6)min,术中均未出现并发症,术后1例合并结石的患者出现发热,经抗生素治疗后体温降至正常,余患者术后未出现并发症,2例腰痛患者术后腰痛消失。术后平均住院(4.1±3.1)d。术后随访3~12个月,11例(84.6%)囊肿消失,2例(15.4%)囊肿明显缩小,未见囊肿复发。结论:在输尿管软镜处理肾盂旁囊肿过程中,对于输尿管软镜下无法明确定位囊肿位置的肾盂旁囊肿,应用超声引导注射亚甲蓝对囊肿进行染色定位安全可行,短期疗效确切。 展开更多
关键词 肾盂旁囊肿 输尿管软镜 超声 亚甲蓝
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Seasonal abundance and distribution of pelagic tunicates (Chordata: Thaliacea) in the central South China Sea 被引量:4
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作者 lin Mao lin rongcheng 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2006年第3期148-156,共9页
A total of 168 macro-zooplankton samples from 42 stations in the central South China Sea (12° ~20° N, 111°~118°E, an area of about 64 × 10^4 km^2 ) were collected in September 1983 (autum... A total of 168 macro-zooplankton samples from 42 stations in the central South China Sea (12° ~20° N, 111°~118°E, an area of about 64 × 10^4 km^2 ) were collected in September 1983 (autumn) , April 1984 (spring) , August 1984 (summer) and December 1984 (winter). Twenty-three species and subspecies of tunicates were found, of which Thalia democratica complex (including T. d. orientalis and T. d. echinata) and Doliolum denticulatum were the dominant species, and accounted for 95.7% , 90. 0%, 91.8% and 90. 5% of the total tunicates found in autumn, winter, spring and summer, respectively. The highest abundance (with a mean of 2.37 ind./m^3 ) occurred in autumn. There are strong correlations between the abundances of the tunicates and those of phytoplankton and chlorophyll a concentration. However, tunicates also aggregate in areas with low primary production in the autumn survey, probably due to the water circulation pattern. 展开更多
关键词 South China Sea TUNICATES abundance and distribution
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Abundance and distribution of meiofauna in the Chukchi Sea 被引量:2
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作者 lin rongcheng HUANG Dingyong +3 位作者 GUO Yuqing CHANG Yu CAO Yinkun WANG Jianjia 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2014年第6期90-94,共5页
The metazoan meiofauna in the Chukchi Sea were collected from seven shallow water stations (depths rang- ing 46 to 52 m) and five deep sea stations (depths ranging between 393 and 2 300 m) during the 4th Chinese N... The metazoan meiofauna in the Chukchi Sea were collected from seven shallow water stations (depths rang- ing 46 to 52 m) and five deep sea stations (depths ranging between 393 and 2 300 m) during the 4th Chinese National Arctic Research Expedition in 2010. The results showed that abundance of meiofauna was higher in shallow water sediments (average of 2445 ind./(10 cm2)) than in deep sea sediments (407.06 ind./(10 cm2)). A UNIANOVA test for difference between the two different regions was highly significant (F=10h 15, p〈0.Ol). Nematodes were numerically dominant, representing (96.6±4.6)% of the total meiofaunal abundance at the shallow water stations and (98.90±1.42)% at deep sea stations. The number of higher taxonomic groups and abundance of meiofauna were higher at Stas CC1, CC4, and R06 near the Bering Strait and the continent, than at the rest of the shallow water and deep sea stations. The primary factors causing the differences were concentrations of nutrients P and Si of bottom seawater (R=0.831, p〈0.003), followed by depth (R=-0.655, p〈0.05) and sand fractions of sediments (R=0.632, p 〈0.05). The numbers of meiofauna on the 65 lam and 32 llm sieves were significantly higher than those on the rest of the screens. Differences in numbers of meiofauna retained on screens with different mesh openings were highly significant among all sampling stations (F=31.60, p〈0.01). The highest numbers of individuals on screens with 32 μm mesh openings were found at deep sea stations. The number of meiofauna in the top 6-1, 1-2, and 2-4 cm segments constituted 84.4% of the total and was significantly higher than those in the bottom 4-6 and 6-10 cm segments (F=15, p〈0.01). 展开更多
关键词 Chukchi Sea MEIOFAUNA ABUNDANCE vertical distribution size spectra deep sea
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Influence of the concentration ratio of nitrogen to phosphorus on the growth and interspecies competition of two red tide algae 被引量:2
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作者 KANG Yanyu LIANG Junrong +5 位作者 GAO Yahui lin rongcheng GAO Hua XING Xiaoli MA Jie LUO Qiaoqi 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2007年第5期107-115,共9页
The growth and interspecies competition of two red tide algal species Thalassiosira pseudonana Hasle et Heimdal and Gymnodinium sp. were studied under different concentration ratios of nitrogen to phosphorus, and the ... The growth and interspecies competition of two red tide algal species Thalassiosira pseudonana Hasle et Heimdal and Gymnodinium sp. were studied under different concentration ratios of nitrogen to phosphorus, and the algal hatch culture experiments were conducted. The physiological and biochemical indexes were measured periodically, including the maximum comparing growth rate, relative growth rate, average double time and chlorophyll a concentration. The results showed that when the concentration ratio of nitrogen to phosphorus was 16: 1, the maximum comparing growth rate, relative growth rate and chlorophyll a concentration of Thalassiosira pseudonana all reached the highest,and average double time was the shortest. This implied that the optimal concentration ratio of nitrogen to phosphorus of Thalassiosira pseudonana is 16: 1. When the concentration ratio of nitrogen to phosphorus was 6:1, the maximum comparing growth rate, relative growth rate and the chlorophyll a concentration of Gymnodinium sp. reached the highest, and average double time was the shortest, so the optimal concentration ratio of nitrogen to phosphorus of Gymnodinium sp. is 6: 1. From the growth curves as indicated both in the cell density and the chlorophyll a concentration, it is suggested that the influence of concentration ratio of nitrogen to phosphorus on the chlorophyll a concentration and the cell density are almost the same. Different concentration ratios of nitrogen to phosphorus had weak influence on community succession and the competition between the two algae. Gymnodinium sp. may use the phosphorus in vivo for growth, so it is important to pay attention to the concealment of phosphorus, in order to avoid the outbreak of red tide. On the basis of the importance of nitrogen and phosphorus and the ratio of their concentration, the possible outbreak mechanism of red tide of the two algae was also discussed. 展开更多
关键词 concentration ratio of nitrogen to phosphorus Thalassiosira pseudo nana Gymnodinium sp. red tide
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Advances in Chinese Arctic and subarctic research in marine biology and ecology with emphasis on the Pacific Arctic sector 被引量:2
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作者 LI Hai lin Longshan +7 位作者 SONG Puqing LI Yuan ZHANG Ran lin Heshan lin rongcheng HAO Qiang ZHANG Fang ZHANG Guangtao 《Advances in Polar Science》 2017年第2期111-119,共9页
The Arctic is one of the most sensitive regions that respond through feedback to global climate changes. Climatic, hydrological and ecological changes in the Arctic are clear evidence of global warming. In 2012 and 20... The Arctic is one of the most sensitive regions that respond through feedback to global climate changes. Climatic, hydrological and ecological changes in the Arctic are clear evidence of global warming. In 2012 and 2014, the 5th and 6th Chinese National Arctic Research Expeditions undertook studies in the Bering Sea, the Arctic Ocean (including the Chukchi Sea), and the Norwegian Sea. These studies provided us with a better understanding of the marine biology and ecology in the Arctic and subarctic regions, particularly in the Pacific Arctic sector. Rapid changes observed in the Arctic environment include the shrinking of cold-water masses in the Bering Sea in the summer, and elevated water temperatures promoting phytoplankton blooms, leading to an increase in phytoplankton transferred to higher trophic levels. As a result, the transfer efficiency of organic matter toward the bottom weakened, leading to a reduction in benthic biomass. This is consistent with expectations that the overall carbon and energy flux will ultimately switch from the dominant mode of sea ice-algae-benthos to one of phytoplankton-zooplankton. Influenced by Pacific water inflow, fluvial runoff and melting sea ice, the Chukchi Sea exhibited different responses to various environmental changes. Interactions between water masses led to other interannual ecological shifts. With the increase in sea ice melt and sunlight in the central region of the Arctic Ocean, the relative abundance of heterotrophic bacteria is expected to increase, and play a vital role in the Arctic microbial loop. 展开更多
关键词 Arctic region climate changes chlorophyll PLANKTON BENTHOS MICROBE food chain
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Amphipods fail to suppress the accumulation of Ulva lactuca biomass in eutrophic Yundang Lagoon 被引量:1
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作者 ZHENG Xinqing HUANG lingfeng +1 位作者 WANG Qian lin rongcheng 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2014年第12期155-162,共8页
The Gross growth efficiency (GGE) is defined as the amount of consumer carbon produced relative to the amount of prey ingested in a given time interval. In population ecology, it can be considered as an index for th... The Gross growth efficiency (GGE) is defined as the amount of consumer carbon produced relative to the amount of prey ingested in a given time interval. In population ecology, it can be considered as an index for the ability of a consumer to convert the biomass of food into its population production. In this study, it was firstly applied to estimate the role of amphipods grazing in the biomass dynamics of macroalgae (Ulva lactuca) in Yundang Lagoon (a subtropical eutrophic coastal lagoon, Xiamen City, China). It was found that amphipods were the dominant group (82.2%-98.7%) in the benthic assemblage, in which five amphipod species (Corophium uenoi, Ampithoe valida, Grandidierella japonica, Grammaropsis laevipalmata andCa-prella panantis) were observed in the lagoon. However, onlyA. valida significantly consumedU. lactuca among these amphipod species. A series of experiments were conducted to estimate the consumption of U. lactuca byA. valida. It was suggested that the monthly secondary production (P) ofA. valida using size frequency method ranged from 2.39 to 13.68 g/m2.GGEofA. valida exponentially reduced with body size and was closely associated with water temperature. Therefore,GGE equation for different months using the temperature recorded during the field investigation was fitted. The monthly consumption ofU. lactuca was figured out to be 86.7-1 549.0 g/m2 by the sum of consumption (P/GGE) byA. valida at different size, ac-counting for 2.0%-37.5% ofU. lactucaproduction. It indicates that the grazing effect ofA. valida did play a role in reducingthe accumulation ofU. lactucabiomass whenA. valida was abundant, but it finally fails to limit the U. lactucagrowth in Yundang Lagoon. Low abundance of A. valida and high nutrient loading may be two major reasons for the outbreak ofU. lactuca bloom in the lagoon. 展开更多
关键词 AMPHIPODS Ampithoe valida consumption gross growth efficiency secondary production Ulva lactuca
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Effects of live rock on removal of dissolved inorganic nitrogen in coral aquaria 被引量:1
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作者 LI Yan ZHENG Xinqing +3 位作者 YANG Xiaozhou OU Dangyun lin rongcheng LIU Xinming 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2017年第12期87-94,共8页
Maintaining stable water quality is one of the key processes for recirculating coral aquaculture. Traditional aquarium systems which mainly utilized a nitrification of nitrifying bacteria attached to the surface of ma... Maintaining stable water quality is one of the key processes for recirculating coral aquaculture. Traditional aquarium systems which mainly utilized a nitrification of nitrifying bacteria attached to the surface of massive artificial filter material are difficult to maintain the oligotrophic conditions necessary for coral aquaculture. This study investigated the removal effects of dissolved inorganic nitrogen(ammonia and nitrate) by live rock(LR), a key component in the "Berlin system" coral aquarium. The expression levels of bacterial functional genes, AOA3,amo A and nos Z, were measured on the exterior and interior of LR. The nitrifying and denitrifying bacterial abundance on LR was quantified and the nitrogen nutrient regulatory effects of LR were evaluated. The results demonstrated that LR mainly removed ammonium(NH_4~+) from the water with a mean efficiency of 0.141 mg/(kg·h), while the removal of nitrate(NO_3~–) was not significant. Bacterial diversity analysis showed that ammonia-oxidizing bacteria(AOB) were the most common bacteria on LR, which accounted for 0.5%–1.4% of the total bacterial population, followed by denitrifying bacteria, which accounted for 0.2% of the total population, and the ammonia-oxidizing archaea(AOA) were the least common type(〈0.01%). The low abundance of denitrifying bacteria may be responsible for the poor nitrate(NO_3~–) removal of LR. Thus, other biological filtration methods are needed in coral aquaria to control nitrates generated from nitrification or biological metabolism. 展开更多
关键词 coral live rock water purification dissolved inorganic nitrogen removal efficiency
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Composition and distribution of diatom assemblages in the surface sediments of the Bering Sea
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作者 SHAO Lixia lin rongcheng +1 位作者 GAO Yahui HUANG Dingyong 《Advances in Polar Science》 2013年第3期167-174,共8页
Diatoms collected from the top 1 cm of the surface sediment layer at seven Bering Sea stations during the Fourth Chi- nese National Arctic Research Expedition (4th CH1NARE-Arctic) in 2010 were studied. In total, 101... Diatoms collected from the top 1 cm of the surface sediment layer at seven Bering Sea stations during the Fourth Chi- nese National Arctic Research Expedition (4th CH1NARE-Arctic) in 2010 were studied. In total, 101 taxa belonging to 38 genera were found. The species were divided into four groups: eurythermal species, boreal-temperate species, polar species, and sea-ice species. The diatom assemblages at the stations in the southwestern basin area were primarily composed of boreal-temperate species, such as Neodenticula seminae, Thalassiosira trifulta, Rhizosolenia hebetata f. hiemalis, and Actinocyclus curvatulus. The northeastern shelf stations were dominated by polar species, including Fragilariopsis oceanica, Thalassiosira antarctica spora, Thalassiosira nordensldoeldii, and Thalassiosira hyalina. The overall abundance was highest at the basin stations with 3.7 ×10^6 cells·g^-1 of wet sediment, whereas the eastern shelf stations had the lowest abundance of 0.7×10^6 cells·g^-1 of wet sediment (excluding the resting spores of Chaetoceros spp.). The relationship between the distribution of the surface sediment diatom assemblages and the environment is discussed. 展开更多
关键词 Bering Sea surface sediment DIATOM species composition DISTRIBUTION
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植物光信号转导研究领域近十年重要研究进展 被引量:3
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作者 林荣呈 刘宏涛 +13 位作者 李继刚 孔凡江 刘斌 王海洋 杨洪全 钟上威 朱丹萌 淮俊玲 李洪 刘双荣 王璠 王文秀 茅志磊 邓兴旺 《植物生理学报》 CAS CSCD 北大核心 2024年第3期399-429,共31页
光是影响植物生长和发育的一种环境信号,在植物的整个生命周期中发挥关键的调控功能。光信号转导的研究已有一百多年的历史,一直都是植物生物学研究领域的一个热点。本文从光敏色素、隐花素、紫外B受体等3种信号转导途径、光信号转导的... 光是影响植物生长和发育的一种环境信号,在植物的整个生命周期中发挥关键的调控功能。光信号转导的研究已有一百多年的历史,一直都是植物生物学研究领域的一个热点。本文从光敏色素、隐花素、紫外B受体等3种信号转导途径、光信号转导的共性调控机制、光信号与内源激素信号和其他环境信号的互作、以及作物光形态建成等方面,对植物光信号转导研究领域近十年来的重要进展进行了概述。 展开更多
关键词 光受体 光信号转导 信号互作
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近10年光合作用领域若干重要研究进展 被引量:6
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作者 杨文强 林荣呈 +8 位作者 端木德强 李磊 卢从明 欧阳敏 王文达 孙韬 田利金 王柏臣 朱新广 《植物生理学报》 CAS CSCD 北大核心 2024年第2期211-247,共37页
光合作用是地球上几乎所有生命的能量和物质基础,其应用与农业、能源和环境的可持续发展密切相关。本文主要概述了近10年来光合作用研究在光合膜蛋白结构与光反应机理、光合碳代谢、叶绿体生物发生与发育、光合作用蛋白质量控制、光合... 光合作用是地球上几乎所有生命的能量和物质基础,其应用与农业、能源和环境的可持续发展密切相关。本文主要概述了近10年来光合作用研究在光合膜蛋白结构与光反应机理、光合碳代谢、叶绿体生物发生与发育、光合作用蛋白质量控制、光合色素合成与叶绿体反向信号、光保护与环境适应、光合作用与农业、光合作用与合成生物学和光合产氢与人工光合作用等方向的前沿进展,探讨了未来发展趋势。 展开更多
关键词 光合作用 叶绿体 光保护 蛋白质量控制 碳代谢 光反应 合成生物学
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中国植物应答环境变化研究的过去与未来 被引量:21
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作者 杨淑华 巩志忠 +21 位作者 郭岩 龚继明 郑绍建 林荣呈 杨洪全 毛龙 秦峰 罗利军 张天真 储成才 赖锦盛 晁代印 关雪莹 彭佳师 黄朝峰 蒋才富 王瑜 杨永青 施怡婷 丁杨林 马亮 种康 《中国科学:生命科学》 CSCD 北大核心 2019年第11期1457-1478,共22页
中华人民共和国建国70周年,特别是改革开放40年以来,中国科技工作者在植物研究领域取得了举世瞩目的成绩.这篇综述简要地总结了中国植物学家以模式植物拟南芥,以及水稻、玉米、小麦和棉花等农作物为研究材料,在植物应答非生物逆境胁迫,... 中华人民共和国建国70周年,特别是改革开放40年以来,中国科技工作者在植物研究领域取得了举世瞩目的成绩.这篇综述简要地总结了中国植物学家以模式植物拟南芥,以及水稻、玉米、小麦和棉花等农作物为研究材料,在植物应答非生物逆境胁迫,包括干旱、高温、低温、盐碱、重金属、铝毒害和光胁迫等领域的基础研究和应用成果;同时也提出了植物非生物逆境研究领域亟待解决的重大问题、作物稳产分子设计的重大需求和创制耐受多种逆境环境的绿色新种质的可能性. 展开更多
关键词 非生物逆境胁迫 干旱 盐碱 温度 重金属和铝毒害 植物 小麦 玉米 水稻 棉花
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光合作用研究若干前沿进展与展望 被引量:26
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作者 林荣呈 杨文强 +7 位作者 王柏臣 于龙江 王文达 田利金 迟伟 卢庆陶 韩广业 匡廷云 《中国科学:生命科学》 CSCD 北大核心 2021年第10期1376-1384,共9页
光合作用机理既是生命科学的重大基础前沿问题,其应用又与农业、能源和环境的可持续发展密切相关.本文主要概述了近年来光合作用研究在光合蛋白质机器的结构解析与调控、光合水裂解放氧及人工模拟、作物光能利用、二氧化碳同化以及合成... 光合作用机理既是生命科学的重大基础前沿问题,其应用又与农业、能源和环境的可持续发展密切相关.本文主要概述了近年来光合作用研究在光合蛋白质机器的结构解析与调控、光合水裂解放氧及人工模拟、作物光能利用、二氧化碳同化以及合成生物学与光合作用等方向的前沿进展,探讨了未来发展趋势.结合我国光合作用研究面临的机遇与挑战,提出了面向2035年我国光合作用研究的若干重点发展方向. 展开更多
关键词 光合作用 光能利用效率 作物 合成生物学
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系统免疫炎症指数对于肾透明细胞癌患者术后预后的意义 被引量:7
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作者 余霄腾 张崔建 +7 位作者 彭鼎 林榕城 唐琦 杨恺惟 张争 何志嵩 李学松 周利群 《中华临床医师杂志(电子版)》 CAS 2018年第9期483-487,共5页
目的探讨系统免疫炎症指数(SII)与接受肾根治性切除术的肾透明细胞癌患者预后的关系。方法回顾性分析2001年1月至2010年12月于北京大学第一医院泌尿外科接受肾根治性切除术的1228例肾透明细胞癌患者的临床病理资料,选取患者术前1周内最... 目的探讨系统免疫炎症指数(SII)与接受肾根治性切除术的肾透明细胞癌患者预后的关系。方法回顾性分析2001年1月至2010年12月于北京大学第一医院泌尿外科接受肾根治性切除术的1228例肾透明细胞癌患者的临床病理资料,选取患者术前1周内最近一次的血常规结果。应用ROC曲线测定SII的敏感度和特异度,并根据最大约登指数确定SII的最佳界值。主要随访终点为肿瘤特异性生存期(CSS)。采用Kaplan-Meier生存分析及Cox回归分析探讨影响患者CSS的因素。结果根据ROC曲线及最大约登指数确定SII界值为602.66,并将所有患者分为高SII组(SII>602.66)和低SII组(SII <602.66)。与高SII相关的因素包括:高龄、高ASA评分、高G分级、高T分期、淋巴结转移、远处转移、肉瘤样分化、肿瘤坏死、淋巴微血管浸润、贫血、高NLR值、高PLR值。1228例患者的中位随访时间为69.0个月(IQR 45.0~74.0),其中122例(9.9%)患者在末次随访时因肿瘤死亡,患者的5年肿瘤特异性生存率为90.72%。Kaplan-Meier单因素分析结果显示:高SII值、高G分级、高T分期、淋巴结转移、远处转移、肉瘤样分化、肿瘤坏死、淋巴微血管浸润、贫血、高NLR值及高PLR值是影响患者CSS的危险因素。Cox多因素回归分析提示,高G分级(HR=2.115,95%CI 1.378-3.246, P=0.001)、高T分期(HR=3.591,95%CI 2.278~5.661,P <0.001)、淋巴结转移(HR=2.169,95%CI 1.239-3.800,P=0.007)、远处转移(HR=5.590,95%CI 3.636-8.595,P <0.001)、高SII值(HR=1.788, 95%CI 1.212-2.637,P=0.003)为影响患者CSS的独立危险因素。结论 SII升高是肾透明细胞癌患者肾根治性切除术后CSS缩短的独立危险因素。 展开更多
关键词 肾癌 肾根治性切除术 系统免疫炎症指数 预后分析
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加强多元化食物生产系统植物工厂的人工智能创新
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作者 龚化勤 景海春 +10 位作者 谭鑫 王宪辉 张玉成 林荣呈 杨名宇 林双 谢华玲 杨艳萍 叶世堂 李鹏 匡廷云 《中国科学院院刊》 2025年第2期338-349,共12页
我国大食物安全面临日益严峻且复杂的多重挑战,粮食供需紧平衡、消费结构升级与资源约束交织。植物工厂是农业生产的高级形式,是摆脱“靠天吃饭”,应对灾害、战备、面向太空的多元化食物生产系统。然而,高成本极大地限制了植物工厂的应... 我国大食物安全面临日益严峻且复杂的多重挑战,粮食供需紧平衡、消费结构升级与资源约束交织。植物工厂是农业生产的高级形式,是摆脱“靠天吃饭”,应对灾害、战备、面向太空的多元化食物生产系统。然而,高成本极大地限制了植物工厂的应用和发展。人工智能的快速兴起将为植物工厂的创新发展与拓展应用带来新的契机。文章陈述了发展智慧植物工厂,建立多元化食物供给生产系统的战略意义,分析了植物工厂高成本的主要瓶颈在于一次性建筑投入大与折旧费用高,适生作物缺乏深度发掘与品种匮乏,生产过程高能耗与劳力成本,以及应用场景与产业模式狭窄等;指出人工智能在多元化食物生产、辅助育种、光源能源优化、精细环境控制、生产决策和任务管理等方面的创新优势,结合科学规划和政策引导,将打造多元化食物生产系统植物工厂的新生态。 展开更多
关键词 智慧植物工厂 适生作物品种 LED照明 精准环境控制 人工智能大模型
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