Stormflow threshold behaviour in a subtropical mountainous headwater catchment during forest recovery period     

Lezhang Wei  Zhijun Qiu  Guangyi Zhou  Tsuyoshi Kinouchi  Yu Liu 《水文研究》2020,34(8):1728-1740

Forest ecohydrological feedbacks complicate the threshold behaviour of stormflow response to precipitation or wetting conditions on a long-term scale (e.g. several years). In this study, the threshold behaviours in an evergreen-deciduous mixed forested headwater catchment in southern China were examined during 2009–2015, when damaged vegetation was recovering after the great 2008 Chinese ice and snowstorm. The non-uniqueness of the thresholds and the slow and rapid responses of stormflow at the outlet of the catchment in different hydro-climate datasets with different maximum values of gross precipitation (P) and sums of precipitation and antecedent soil moisture index (P + ASI) were assessed. The thresholds of P and P + ASI required to trigger stormflows (i.e. ‘generation thresholds’) and the transition from slow to rapid responses of stormflow (i.e. ‘rise thresholds’) were compared both seasonally and annually. The results indicated significant differences in the analysed datasets, highlighting the need to compare thresholds with care to avoid misinterpretation. Seasonal variations in threshold behaviours in the catchment suggested that vegetation canopy interception contributed to higher rise thresholds, and wetter conditions resulted in higher runoff sensitivity to precipitation during the growing and rainy seasons. Furthermore, the generation thresholds were higher in the dormant season, possibly due to drier soil moisture conditions in the near-channel areas. During the vegetation recovery period, the annual generation thresholds increased, however the rise thresholds did not exhibit a similar trend. The rapid stormflow response above the threshold decreased, possibly due to transpiration and interception of the recovered vegetation. However, the slow stormflow response to small rainfall events below the thresholds was higher in wetter years but lower in drier years, suggesting that the total water input dominated the stormflow response during small rainfall events. In conclusion, the seasonal and annual variations in threshold behaviours highlight that vegetation recovery and hydro-climatic conditions had a notable impact on the stormflow response.  相似文献   

Region of interest extraction via common salient feature analysis and feedback reinforcement strategy for remote sensing images     

Libao Zhang  Qiaoyue Sun  Jue Zhang 《地理信息系统科学与遥感》2018,55(5):745-762

Saliency detection is an effective approach to extract regions of interest (ROIs) for remote sensing images. However, existing saliency detection models mainly focus on ROI extraction from a single image and usually are not able to produce satisfactory results because of complex background interference in remote sensing images. The employment of mutual information in a set of remote sensing images can provide an effective solution to this issue. In this paper, we propose a novel saliency detection model for multiple remote sensing images to simultaneously extract ROIs and identify images without ROIs. First, common salient feature analysis based on synthesized feature clustering and global contrast is implemented to exploit global correspondence in the synthesis feature domain, thereby highlighting preliminary ROIs against background interference and assigning lower saliency values to images without ROIs. Then, we design an exclusion criterion based on saliency value judgment to remove images without ROIs, and the remaining saliency maps are refined by an enhancement strategy. Finally, the enhanced maps serve as a feedback to yield a homogenous synthesized feature space in which integral ROIs with subtle borders are extracted by the reused cluster-based saliency calculation. Experiments reveal that our model outperforms seven state-of-the-art models by achieving the best ROC curve (AUC = 0.945) and maximal F-measure at 0.729.  相似文献   

IPCC AR6报告解读：地球能量收支、气候反馈和气候敏感度     

张华  王菲  赵树云  谢冰 《气候变化研究进展》2021,17(6):691-698

文中对IPCC第六次评估报告（AR6）第一工作组（WGI）报告的第七章关于地球能量收支、气候反馈和气候敏感度中的重要内容进行了凝练,并简要总结该方面的最新研究成果和结论。评估显示,自工业革命以来,人类活动造成的有效辐射强迫（ERF）为2.72 [1.96~3.48] W/m²,其中,均匀混合温室气体的贡献为3.32 [3.03~3.61] W/m²,气溶胶的贡献为-1.1 [-1.7~-0.4] W/m²。净的气候反馈参数为-1.16 [-1.81~-0.51] W/(m²∙℃),云仍然是气候反馈整体不确定性的最大来源。平衡态气候敏感度（ECS）和瞬态气候响应（TCR）可用于评估全球平均地表气温对强迫的响应,是衡量全球气候响应的有效手段。ECS和TCR的最佳估计分别为3.0 [2.0~5.0]℃和1.8 [1.2~2.4]℃。  相似文献   

基于微信平台的水情报汛共享体系设计与实现          下载免费PDF全文

邱超  张兰 《水文》2018,38(1):73-76

随着信息化技术的快速发展,传统的电话及网页人工报汛手段无法满足水文行业信息化发展的要求。结合移动互联网的发展趋势,将微信公众号平台与传统水情报汛相结合,通过微信平台实现了无层级、扁平化、可反馈的信息传输交流模式,并在用户体验、私人定制、可移动性、容错性、实时反馈等方面做了充分设计和优化,切实保障了水情报汛信息传输的"零中断",提升了水情报汛效率和精度,减少了报汛工作的时空限制,真正实现了"互联网+水情报汛"和高效、安全、个性化共享体系的建立。  相似文献   

Magnetic Field Feedback Circuit for Geomagnetic Field Compensation Control     

SHEN Xiaoyu  HU Xingxing  HE Zhaobo 《中国地震研究》2019,33(4):661-675

In the current state of geomagnetic instrument testing, some aspects of geomagnetic instrument performance are difficult to test in the laboratory. If laboratory test results are inadequate, the instrument will have multiple problems while operating in the field, where a geomagnetic instrumentation test platform with a stable natural magnetic field is critical. Here, the magnetic field feedback circuit for geomagnetic field compensation control is studied in detail. That is, the magnetic field measured by the feedback magnetic sensor and the required working magnetic field are compared as input to the system, and the electric signal is transmitted to the feedback coil through an analog circuit to form a closed loop control, which provides compensation to control the magnetic field. Compared with the existing magnetic shielding method, the analog control circuit can achieve the realization of any working magnetic field, and it is not limited to a null magnetic field. The experimental result shows that the system compensates the earth''s magnetic field of 10,000nT with an average error of 10.6nT and average compensation error of 0.106%, providing a high compensation accuracy. The system also shows high sensitivity and excellent stability. The feedback circuit has achieved effective compensation control for the earth''s magnetic field.  相似文献   

一种海洋混合层深度的智能识别方法研究     

张康  郭双喜  黄鹏起  屈玲  鲁远征  岑显荣  于璐莎  周伟东  周生启 《热带海洋学报》2019,38(5):32-41

文章提出了一种识别混合层深度的人工智能方法。该方法在温度(密度)与压强(或深度)间建立线性模型, 并且将其系数和方差做成一组表征廓线特征的统计量。初始时为模型设定一个主观的先验分布, 在一个自海表向下移动的窗口内通过贝叶斯链式法则和最小描述长度原理学习新数据, 得到系数均值的最大后验概率估计。用F-检验识别系数发生突变的位置, 以此确定混合层的存在性及其深度。通过2017年2月太平洋海域的地转海洋学实时观测阵(Array for Real-time Geostrophic Oceanography, ARGO)数据进行测试, 并且以质量因子(Quality Index, QI)值作为判断识别混合层深度结果准确性的依据, 发现该方法相比于梯度法、阈值法、混合法、相对变化法、最大角度法和最优线性插值法在识别结果上具备更大的QI值。表明该方法能够准确识别混合层深度。  相似文献   

中东亚中全新世气候与植被反馈作用:PMIP 2多模式结果分析          下载免费PDF全文

王志远  靳立亚  俞飞  张肖剑  姜大膀 《第四纪研究》2011,31(1):36-47

文章选取了参加国际古气候模拟比较计划(Paleoclimate Modeling Intercomparison Project,简称PMIP)的6个耦合气候模式的模拟结果,着重对中全新世中东亚干旱区以及东亚季风区的夏季气候变化(气温、降水)进行分析,探讨了植被反馈作用对这3个区域中全新世气候变化的影响.由于各个模式之...  相似文献   

NNFFC-adaptive output feedback trajectory tracking control for a surface ship at high speed     

Li-Jun Zhang  Xue Qi 《Ocean Engineering》2011,38(13):1430-1438

An adaptive output feedback controller based on neural network feedback-feedforward compensator (NNFFC) which drives a surface ship at high speed to track a desired trajectory is designed. The tracking problem of the surface ship at low speed has been widely investigated. However, the coupling interactions among the forces from each degree of freedom (DOF) have not been considered in general. Furthermore, the influence of the hydrodynamic damping is also simplified into a linear form or neglected. On the contrary, coupling interactions and the nonlinear characteristics of the hydrodynamic damping can never be neglected in high speed maneuvering situation. For these reasons, the influence of the nonlinear hydrodynamic damping on the tracking precision is considered in this paper. Since the hydrodynamic coefficients of the surface ship at high speed are very difficult to be accurately estimated as a prior, it will be compensated by NNFFC as an unknown part of the tracking dynamics system. The stability analysis will be given by the Lyapunov theory. It indicates that the proposed control scheme can guarantee that all the signals in the closed-loop system are uniformly ultimately bounded (UUB), and numerical simulations can illustrate the excellent tracking performance of the surface ship at high speed under the proposed control scheme.  相似文献   

全国自动气象站实时观测资料三级质量控制系统研制   总被引：20，自引：3，他引：17  

任芝花  张志富  孙超  刘一鸣  李俊  鞠晓慧  赵煜飞  李志鹏  张玮  李洪康  曾行吉  任晓炜  刘莹  王海军 《气象》2015,41(10):1268-1277

迄今,中国气象局已在全国建立了55000余个地面自动气象站（含国家级自动站和区域自动站）。为了促进众多台站观测资料质量提高,在实时业务中保障用户用到基本正确有效的数据,2009年底中国气象局启动了“全国自动站实时资料质量控制与综合评估系统建设”工程,旨在研制一套基本适用于全国自动站实时观测数据的质量控制技术方法,建立台站、省级、国家级资料部门的地面自动站实时资料三级质量控制与反馈业务系统。在探究自动站错误数据表现形式的基础上,研制了自动站实时观测数据质量控制技术;从业务分工与应用角度,设计建立了台站负责质量监控、省级负责质量控制和国家级主要负责质量评估的自动站实时资料三级质量控制系统。该系统已在2400多个国家级气象台站、31个省级和国家级资料部门安装部署与业务应用。通过系统建设与应用,实时上传的自动站数据质量得到明显改善。主汛期全国自动站逐小时气温、降水数据可用率分别从2009年的88%、83%提升到2012、2013年的98%左右。  相似文献   

A DIAGNOSTIC ANALYSIS OF AIR TEMPERATURE ANOMALY MODE OVER CHINA IN 2009/2010 WINTER BASED ON GENERALIZED EQUILIBRIUM FEEDBACK ASSESSMENT (GEFA) METHOD     

江志红  吴燕珠  刘征宇  温娜  赵灿 《热带气象学报(英文版)》2015,21(2):121-130

By using the observed monthly mean data over 160 stations of China and NCAR/NCEP reanalysis data, the generalized equilibrium feedback assessment(GEFA) method, combined with the methods of EOF analysis, correlation and composite analysis, is used to explore the influence of different SST modes on a wintertime air temperature pattern in which it is cold in the northeast and warm in the southwest in China. The results show that the 2009/2010 winter air temperature oscillation mode between the northern and southern part of China is closely related to the corresponding sea surface temperature anomalies(SSTA) and its associated atmospheric circulation anomalies. Exhibiting warming in Northeast China and cooling in Southwest China, the mode is significantly forced by the El Nio mode and the North Atlantic SSTA mode, which have three poles. Under the influence of SSTA modes, the surface northerly flow transported cold air to North and Northeast China, resulting in low temperatures in the regions. Meanwhile, the mid-latitude westerlies intensify and the polar cold air stays in high latitudes and cannot affect the Southwest China, resulting in the warming there.  相似文献