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Modeling the effects of urban park 3D environmental features on bird diversity with interpretable machine learning:A case study of Harbin,northeastern China
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作者 Chenyang Ding jiaqi cai +1 位作者 Yuandong Hu Yuxuan Liang 《Avian Research》 2025年第4期579-589,共11页
Urban parks are essential habitats for birds in densely built environments.However,most studies focus only on horizontal features,overlooking the role of integrated vertical structures.Using bird records from the Chin... Urban parks are essential habitats for birds in densely built environments.However,most studies focus only on horizontal features,overlooking the role of integrated vertical structures.Using bird records from the China Bird Report(CBR) collected between 2020 and 2024,this study focused on major urban parks in Harbin,a cold highlatitude city in Northeast China.Using interpretable machine learning models,we assessed the impact of threedimensional(3D) park features on bird species richness and identified key variables along with their nonlinear relationships.Subsequently,we grouped bird species by ecological traits and applied ordination analysis to assess their differential abundance responses to the 3D environmental characteristics of urban parks.Results showed that:(1) urban park 3D environmental features had a certain influence on bird richness,among which disturbance from built-up land and the coverage of commercial buildings were the most important factors;(2) different bird groups responded differently to the urban park 3D environmental features.Specifically,waterbirds and generalist birds preferred mixed habitats dominated by water,wetlands,and tall vegetation,and exhibited significant edge effects caused by built-up land disturbance.In contrast,forest birds were mainly affected by greenspace configuration.Although they showed tolerance to human disturbance,this trend may increase the risk of biotic homogenization.The study used a 3D environmental framework integrating horizontal and vertical dimensions to explore how bird diversity is shaped,providing detailed recommendations for biodiversitysensitive park planning in Harbin. 展开更多
关键词 Bird diversity Machine learning Urban parks 3D environmental features
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糖的科学与艺术之旅——“光的色散与物质的旋光性”科普实验 被引量:2
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作者 江宇航 刘伟杰 +4 位作者 蔡嘉琪 陈佳阅 任艳平 吴平平 杨柳林 《大学化学》 CAS 2024年第9期288-294,共7页
构建了一个自制的简易糖-光实验平台,通过对检偏偏振片进行特殊设计,可以获得剪纸艺术作品以及变色七巧虹板。此外,将中间的糖溶液改为糖积木,还可以得到霓色积木。这一方法装置简便、操作简易、原理明了,充分满足了科普活动对操作安全... 构建了一个自制的简易糖-光实验平台,通过对检偏偏振片进行特殊设计,可以获得剪纸艺术作品以及变色七巧虹板。此外,将中间的糖溶液改为糖积木,还可以得到霓色积木。这一方法装置简便、操作简易、原理明了,充分满足了科普活动对操作安全性、灵活性以及展示趣味性和生动性的要求。在颜色的变幻之中,让学生亲自动手探究光与旋光性分子相互作用的奥秘,从而理解物理化学之美。 展开更多
关键词 糖的光学性质 旋光色散 偏振片 化学科普
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Advanced SMART network:empowering subsea monitoring with dense photonic integrated sensing and communication
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作者 jiaqi cai LIN SUN +4 位作者 YONGFU WU WEIYE WANG YI cai GORDON NING LIU GANGXIANG SHEN 《Photonics Research》 2025年第11期I0002-I0011,共10页
The scientific monitoring and reliable telecommunications(SMART)initiative,led by a joint task force including ITU,aims to integrate electronic sensors into undersea telecommunications cables for real-time and high-se... The scientific monitoring and reliable telecommunications(SMART)initiative,led by a joint task force including ITU,aims to integrate electronic sensors into undersea telecommunications cables for real-time and high-sensitivity subsea monitoring.The current integrated sensing and communication(ISAC)solution to the SMART application still relies on wavelength band multiplexing of sensing information via Ethernet switches,leading to optical communication bandwidth waste.To achieve the dense and low-interference ISAC for SMART network applications,we demonstrate the co-transmissions of coherent optical digital subcarrier modulation(DSCM)communication signals and temperature sensing information in the SMART system.Besides the co-transmission capability,the special design of the sensing transmission format is made to enable the compatible DSP with DSCM communications,which shares the same wavelength channel.Moreover,due to the different physical locations of the in-line sensing joints to the communication transceivers in the SMART system,it is hard to align the wavelength of the communication laser and the sensing one,which cannot ensure the precise allocation of sensing information into the frequency blanks of DSCM communication signals.To deal with these two issues,the sensing information at inline joints is proposed to be modulated in the manner of optical single-sideband(SSB)modulation and frequency modulation(FM),and then the precise allocation into the frequency blanks of DSCM communication signals can be realized,along with the full compatibility to demodulate the sensed temperature using the traditional frequency offset estimation in coherent DSP.Experiments on a two-span repeatered single-mode fiber link validate the integration of 20 GBaud optical DP-QAM16 transmissions and real-time temperature sensing at a sensing joint.Advanced communications are enabled by implementing space-time coding on DSCM communication signals,with 0.2 dB�factor improvement.As for the sensing functionality,the temperature sensing resolution at 0.0625°C,which reaches the limitation of the employed electronic thermometer DS18B20,has been obtained by using the communication-compatible DSP.We believe the proposed ISAC scheme along with the corresponding DSP flowchart makes sense for monitoring the subsea via the advanced SMART cables. 展开更多
关键词 joint task force wavelength band multiplexing integrate electronic sensors undersea telecommunications cables integrated sensing communication isac solution ethernet switchesleading temperature sensing subsea monitoring coherent optical digital subcarrier modulation
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Industrialization progress and challenges of cultivated meat 被引量:2
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作者 jiaqi cai Shouwei Wang +4 位作者 Yingying Li Shengyan Dong Jun Liang Yisen Liu Shilei Li 《Journal of Future Foods》 2024年第2期119-127,共9页
With its more sustainable production mode and higher healthy food supplying,cultivated meat is gradually regarded as the promising alternative meat food in future by human beings.Most of the countries in the planet ha... With its more sustainable production mode and higher healthy food supplying,cultivated meat is gradually regarded as the promising alternative meat food in future by human beings.Most of the countries in the planet had participated in the cut-throat competition for sustainable protein searching,especially for the regions with low food self-sufficiency rate.In this paper,by reviewing the commercial market participation,product development stage,and technical research progress related to cultivated meat in detail,we demonstrated the industrialization progress of cultivated meat and explored the challenges of cultivated meat in the near future.1)Seeded cell and serum free medium were the basic raw materials,which were directly related to the food safety regulation,production cost control and productivity improvement;2)Bioreactor and regulation were the cornerstone of industrialization,which were closely related to the capacity expansion,product marketing;3)Technological improvements in taste,texture,safety,scale,cost were the foundation of realizing product iterative upgrade and market acceptance. 展开更多
关键词 Cultivated meat INDUSTRIALIZATION PROGRESS CHALLENGE
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