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基于窄带物联网的海绵城市滤水养鱼智能监控系统设计 被引量:11
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作者 张净 崔建军 +1 位作者 蒋礼兵 左庆源 《中国给水排水》 CAS CSCD 北大核心 2020年第14期61-65,共5页
基于窄带物联网(NB-IoT)技术设计了海绵城市滤水养鱼智能监控系统,可实时监测和动态预测预警滤水养鱼水环境参数并自动调节水质,同时可根据动态预测预警信息提前调节水质。针对支持向量回归机(SVR)在对滤水养鱼水环境参数预测中存在精... 基于窄带物联网(NB-IoT)技术设计了海绵城市滤水养鱼智能监控系统,可实时监测和动态预测预警滤水养鱼水环境参数并自动调节水质,同时可根据动态预测预警信息提前调节水质。针对支持向量回归机(SVR)在对滤水养鱼水环境参数预测中存在精度低的问题,提出并采用了集合经验模态分解法(EEMD)、灰狼优化算法(GWO)和SVR组合的水质预测模型。结果表明,该模型具有较好的预测能力,能够满足海绵过滤水质在线预测的实际需求,为水质预警控制提供数据支持,在此基础上建立了水质预警模型。该系统取得了较好效果,可以满足海绵城市滤水养鱼的水质监控和预测预警的需求,为海绵城市的自动化、智能化建设提供技术参考。 展开更多
关键词 窄带物联网 海绵城市 滤水养鱼 动态预测预警 支持向量回归机
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Phenotypic plasticity Gasterosteus aculeatus ence in captivity of the threespine stickleback telencephalon in response to experi-
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《Current Zoology》 SCIE CAS CSCD 2012年第1期189-210,共22页
Threespine stickleback were used to examine phenotypic plasticity of telencephala in relation to inferred ecology. Fish from derived, allopatric, freshwater populations were sampled from three shallow, structurally co... Threespine stickleback were used to examine phenotypic plasticity of telencephala in relation to inferred ecology. Fish from derived, allopatric, freshwater populations were sampled from three shallow, structurally complex lakes with ben- thic-foraging stickleback (benthics) and from three deep, structurally simple lakes with planktivores (limnetics). The telencepha- Ion of specimens preserved immediately after capture (field-preserved), field-caught fish held in aquaria for 90 days (lab-held), and lab-bred fish from crosses and raised in aquaria were compared. Field-preserved sea-run (ancestral) stickleback were col- lected from two separate sites, and parents of lab-bred sea-run stickleback were collected from one of these sites. In field-preserved and lab-held fish, the telencephala of limnetics exhibited triangular dorsal shape, while those of benthics and sea-run fish had rounder shapes. No such pattern was detected in lab-bred fish. Within each treatment type, benthics had larger relative telencephalon sizes, using overall brain size as the covariate, than limnetics. Among field-preserved samples, sea-run fish had smaller telencephalon sizes than lake fish. Intra-population analyses of lake samples showed that field-preserved fish consis- tently had larger relative telencephalon sizes than lab-bred fish. The opposite was true of the sea-run population. In a separate study using one benthic population and one limnetic population, samples were preserved in the field immediately or held in the lab for 30, 60, and 90 days before they were sacrificed. In both populations, the telencephalon shapes of lab-held fish were similar to those of field-preserved fish but became progressively more like lab-bred ones over 90 days. In contrast, relative telencephalon size decreased dramatically by 30 days after which there was littie change. In freshwater threespine stickleback, the telencephalon exhibits considerable phenotypic plasticity, which was probably present in the ancestor [Current Zoology 58 (1): 189-210, 2012]. 展开更多
关键词 TELENCEPHALON Phenotypic plasticity Brain plasticity Spatial learning Adaptive radiation HIPPOCAMPUS
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