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1 .IntroductionEvery year ,Taiwanis subjectedtotwo or three typhoonintrusions in average which always causedisasters . Most of the disasters which occur around the coastal zone are due to seabed instability andcoastal structure destruction caused bytyphoo… 相似文献
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Including spatial distribution in a data‐driven rainfall‐runoff model to improve reservoir inflow forecasting in Taiwan 下载免费PDF全文
Multi‐step ahead inflow forecasting has a critical role to play in reservoir operation and management in Taiwan during typhoons as statutory legislation requires a minimum of 3‐h warning to be issued before any reservoir releases are made. However, the complex spatial and temporal heterogeneity of typhoon rainfall, coupled with a remote and mountainous physiographic context, makes the development of real‐time rainfall‐runoff models that can accurately predict reservoir inflow several hours ahead of time challenging. Consequently, there is an urgent, operational requirement for models that can enhance reservoir inflow prediction at forecast horizons of more than 3 h. In this paper, we develop a novel semi‐distributed, data‐driven, rainfall‐runoff model for the Shihmen catchment, north Taiwan. A suite of Adaptive Network‐based Fuzzy Inference System solutions is created using various combinations of autoregressive, spatially lumped radar and point‐based rain gauge predictors. Different levels of spatially aggregated radar‐derived rainfall data are used to generate 4, 8 and 12 sub‐catchment input drivers. In general, the semi‐distributed radar rainfall models outperform their less complex counterparts in predictions of reservoir inflow at lead times greater than 3 h. Performance is found to be optimal when spatial aggregation is restricted to four sub‐catchments, with up to 30% improvements in the performance over lumped and point‐based models being evident at 5‐h lead times. The potential benefits of applying semi‐distributed, data‐driven models in reservoir inflow modelling specifically, and hydrological modelling more generally, are thus demonstrated. Copyright © 2012 John Wiley & Sons, Ltd. 相似文献
85.
This study presents a probabilistic neural network (PNN) technique for predicting the stability number of armor blocks of breakwaters. The PNN is prepared using the experimental data of Van der Meer. The predicted stability numbers of the PNN are compared with those of previous studies, i.e. by an empirical formula and a previous neural network model. The agreement index between the measured and predicted stability numbers by PNN are better than those by the previous studies. The PNN offers a way to interpret the network's structure in the form of a probability density function and it is easy to implement. Therefore, it can be an effective tool for designers of rubble mound breakwaters. 相似文献
86.
Bonggil Hyun Se-Jong Ju Ah-Ra Ko Keun-Hyung Choi Seung Won Jung Pung-Guk Jang Min-Chul Jang Chang Ho Moon Kyoungsoon Shin 《Ocean Science Journal》2016,51(3):333-342
Little is known regarding how harmful algal bloom species respond to different temperatures in terms of fatty acid production. This study examined the effects of temperature on the growth rates, cell volumes, and fatty acid concentrations and compositions of four harmful algal bloom species (HABs), Akashiwo sanguinea, Alexandrium tamarense, Chattonella ovata, and Prorocentrum minimum. The HABs species were cultured at 15, 20, 25, and 30°C in a nutrient-enriched medium. Three of the species maintained optimal growth rates over a wide range of temperatures, but A. tamarense did not. The cell volumes of each species showed little change over the temperature range. The total fatty acid concentrations in A. sanguinea, A. tamarense and C. ovata decreased as the temperature increased, but P. minimum showed no trend in this respect. Polyunsaturated fatty acids (PUFAs), the key biochemical components that maintain cell membrane fluidity and which are associated with toxicity, decreased in both concentration and proportion of total fatty acids as temperature increased, except in A. sanguinea, in which the proportion of PUFAs to the total fatty acids increased. These reductions in PUFA concentration and proportion could reduce cell membrane fluidity and toxicity in HABs; however, enhanced growth and/or ruptured cells, which are considered more toxic than intact cells, could compensate for the reduced per-cell toxicity. This phenomenon might impact on the marine ecosystem and aquaculture industry. 相似文献
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一次江淮气旋复杂降水相态特征及成因分析 总被引:1,自引:0,他引:1
本文应用常规探空资料、地面观测资料、欧洲中心细网格(0.25°×0.25°)数值预报初始场资料和NCEP/NCAR 1°×1°再分析资料分析了山东一次江淮气旋降雪过程的复杂相态特征,并初步分析了成因。结论如下:(1)山东省2014年2月16—17日的雨雪天气过程,降水相态多样性和相态转化复杂性是主要特点,表现为同一时刻雨、雪和雨夹雪三种相态共存,郯城站降水相态逆转(由雨夹雪转雨再转雪),鲁东南地区降雪同时鲁西南地区降雨的"东雪西雨"现象。(2)在系统发展不强的江淮气旋降雪过程中,鲁中山区相对高海拔地区夜间强烈的辐射降温和山脉迎风坡的动力抬升作用均会造成边界层温度的降低,后期对流层低层为东北风控制时,除鲁中山区外,其迎风坡东麓或东北麓(潍坊地区)出现固态降水可能性也较大,一般情况下,地面2 m温度为1~2℃,1 000 hPa温度为0℃左右,925 hPa温度为-3℃左右,可出现固液共存降水现象。(3)相态逆转现象的发生与江淮气旋发展阶段和气温日变化两个因素紧密相关。0℃层在925 hPa上下的状态是一种临界状态,可产生雨夹雪或雨,但0℃层高度下降不是由雨转雪的充分条件,还需考察冷平流发展情况。(4)当江淮气旋生成地偏东(位于长江口附近),且发展不强烈时,山东若受其影响产生降水,后期上游如有新系统发展,可能与气旋共同影响山东,造成复杂相态的江淮气旋降雪过程。 相似文献
88.
Evapotranspiration (ET) is an important expenditure in water and energy balances, especially on cold and high‐altitude land surfaces. Daily ET of the upper reach of the Shule River Basin was estimated using Landsat 5 TM data and the Surface Energy Balance Algorithm for Land (SEBAL) model. Based on observations made at the Suli station, the algorithms of land surface temperature and soil heat flux in SEBAL were modified. Land surface temperature was retrieved and compared with ground truth via three methods: the radiative transfer equation method, the mono‐window algorithm, and the single‐channel method. We selected the best of these methods, mono‐window algorithm, for estimating ET. The average error of daily ET estimated by the modified SEBAL model and measured by the eddy covariance system was 16.4%, with a root‐mean‐square error of 0.52 mm d?1. The estimated ET means were 3.09, 2.48, and 1.48 mm d?1 on June 9 (DOY 160), June 25 (DOY 176), and July 27 (DOY 208) of the year 2010, respectively. The average estimated ET on the glacier surface of all days was more than 3 mm d?1, a measurement that is difficult to capture in‐situ and has rarely been reported. This study will improve the understanding of water balance in cold, high‐altitude regions. Copyright © 2016 John Wiley & Sons, Ltd. 相似文献
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Chang Jen-hu 《GeoJournal》1980,4(5):437-445
Several aspects of energy budget and water balance problems in SE Asia and New Guinea are discussed and a new map showing the distribution of global radiation in SE Asia and New Guinea is presented. Potential evapotranspiration rates are calculated by the Penman equation and are compared with monthly rainfall to determine the length of the hydrological growing season. Potential rice yields are estimated based on a formula developed by the International Rice Research Institute. The extremely low maize yields of Asian humid tropics are explained by unfavorable climatic conditions, particularly high night temperature.The editor recommends to look in GeoJournal 3.2, 3.6, and 4.1 for further articles related to the present paper. 相似文献