黄土高原地形因子间关联性的神经网络分析

不同的地形因子从不同侧面反映地面的起伏特征或空间变异,各因子之间所存在的相互关联、相互制约、相互影响的特征,在很大程度上揭示了地形发育与空间变异的内在本质。本文以黄土高原丘陵沟壑区的1∶10000和1∶50000两种比例尺的15个实验样区为样本,应用BP神经网络模型,探讨不同比例尺的地形定量因子与地面坡度之间的关联特征及其变化规律。实验结果表明:①利用神经网络分析方法可以有效定量评价地形因子间的关联性;②该研究方法有助于地学分析中DEM尺度的选择,地形因子的确定及其相关关系的量化。     

雷州半岛东部近岸海域大型底栖甲壳动物群落结构及其影响因子

【目的】研究雷州半岛东部近岸海域大型底栖经济甲壳动物的群落结构及其影响因素,为甲壳类资源评估与合理利用提供参考依据。【方法】于2016年4月至2017年2月按季度在该海域开展4个航次的渔业资源底拖网调查,采集经济甲壳动物样品,并进行分类鉴定,同时采集环境数据。采用聚类分析和冗余分析(RDA),评价该海域不同季节甲壳动物群落结构特征及其与环境因子的关系。【结果】共有甲壳动物98种,隶属2目24科43属;全年优势种有变态蟳(Charybdis variegata)、哈氏仿对虾(Parapenaeopsis hardwickii)和须赤虾(Metapenaeopsis barbata)等10种;各季节丰富度指数(D)、多样性指数(H′)、均匀度指数(J′)均以夏季最高,冬、春季次之,秋季最低;各季节均可划分为两个群落(Anosim test:0.579相似文献   

广东汛期蒸发皿蒸发量变化趋势及气象影响因子的通径分析

选取广东省86个气象观测站的观测资料,采用气候趋势分析和通径分析方法,对广东省1961～2003年小型蒸发皿蒸发量及其相关气象影响因子进行了分析。结果表明:虽然汛期广东省整体平均蒸发量呈下降趋势,前汛期、后汛期线性倾向率分别为-15.86 mm/10a和-13.79 mm/10a;但变化趋势在广东省内空间分布并不均匀,前汛期、后汛期粤东、中部部分地区分别有16、12个站呈上升趋势;前汛期6种气象因子单独对蒸发的决定程度按大小依次为:日照时数>气温>风速>降水>饱和差>气温日较差,后汛期6种气象因子单独对蒸发的决定程度按大小依次为:日照时数>降水>饱和差>风速>气温>气温日较差,整个汛期日照时数与其它各要素的协同作用对蒸发皿蒸发量的决定作用都很大。日照时数和风速总体上的下降是导致广东省汛期蒸发皿蒸发量逐年减少的重要原因。     

安顺区域夜间暴雨时空分布及其影响因子

为了解安顺区域夜间暴雨的空间分布、时间演变及其影响因子,寻找影响安顺区域降水范围和强度的预报指标,提高对强降水落区预报的准确性,采用合成分析的方法对1980~2009年6~7月安顺地区夜间暴雨频次进行气候统计,利用经验正交函数(EOF)分解方法提取出安顺地区夜间暴雨日数和累计夜间降水量EOF的主模态。结果表明:安顺地区夜间暴雨的特征十分显著,且夜间暴雨对夜间降水量具有主要贡献;进入21世纪后,暴雨日数和降水量均明显减少,处于偏少期。选取安顺夜间暴雨多发区(普定站、安顺站、镇宁站和关岭站)同时发生夜雨大暴雨(70~140mm)的2个样本进行环流合成分析,发现当夜间暴雨发生前12小时内的14时至20时,安顺地区中部(105°E、26°N)地面偏南风维持(冷暖平流势力相当)、水汽辐合强、不稳定能量增强及高空次级正热力环流增强有利于出现范围较大、强度较强的降水;当夜间暴雨发生前12小时内14时至20时,安顺地区中部(105°E、26°N)地面偏南风转北(冷平流南下)、水汽辐散、不稳定能量减弱及高空次级正热力环流减弱有利于出现范围较小、强度较小的降水。     

利用沃尔什系数讨论我国旱涝型影响因子

以太阳黑子数、南方涛动指数和地球自转速度等因子，利用沃尔什函数理论和多元统计分析，探讨了我国东部＊（１００°Ｅ以东）旱涝型影响因子，分析了它们的影响方式。结果表明：我国旱涝型的主要影响因子是南方涛动和地球自转速度等，其影响方式均以后延相关，并通过振动形式表现出来     

南美沙丁鱼资源量影响因子的选择及预报模型比较

根据1970—2012年智利捕捞南美沙丁鱼的年产量数据,以及厄尔尼诺指数、海平面气压、南方涛动指数等海洋环境和气候因子共9个数据,采用相关性分析确定影响南美沙丁鱼资源量的主要海洋环境和气候因子;利用多种神经网络模型对南美沙丁鱼资源量与相关性分析选取的主要海洋环境和气候因子进行建模拟合,预测南美沙丁鱼资源量。通过对17种不同神经网络模型的研究,以拟合残差、偏差解释率、预报标准差3个因素综合分析,确定南美沙丁鱼资源量的最优预报模型。研究表明,结构为10-8-1的神经网络模型拟合残差仅为0.003 8,偏差解释率高达98%,预报标准差为21%,可作为南美沙丁鱼资源量的预报模型,该研究结果可为预测南美沙丁鱼资源动向提供依据。     

小城镇地价影响因子简析

一、影响因子选取原则 城镇土地是自然、社会、经济的综合产物。城镇用地级别价格是由自然生产潜力和社会经济相互作用而形成的。影响城镇用地定级估价的因素很多。在选取因素时,应考虑当地的实际情况,按不同地类,选择性质相对稳定的、相关性小、差异性大、并使得因素自身的变化对土地生产力产生明显影响的因素作为参评因素。一般来说．在选取定级因素时应遵循以下原则。     

中国西南汛期降水异常及影响因子

用１９５１～１９９２年３１个站的降水资料，作自然正交分解研究了近４２年汛期降水（４～９月）变化异常的时空分布，得到３种降水型。在此基础上通过相关函数和谱分析讨论了副高强度、副高强度、副高面积指数、副高西伸脊点、南方涛动指数、高原加热指数对西南汛期降水和降水型的影响作用和影响方式     

影响鸢乌贼手钓上钩率的因子探讨

根据印度洋西北部鸢乌贼（Sym plectoteuthis oualaniensis）作业渔场的现场调查数据．分析了作业水深、作业时段、摄食等级和月相等因子对手钓上钩率的影响。统计表明．晚上、午夜和凌晨3个不同时段和不同作业水深对手钓上钩率均有显著性影响。3个时段中，其摄食等级呈先低后高再低的现象。午夜和凌展，上钩率的变化趋势与摄食等级的变化趋势呈显著的负相关。在月相的影响下．离朔日三四天之前，手钓产量呈上升趋势；离望日五六天之前。手钓产量呈明显的下降趋势。     

基于GIS的渔业环境因子制图算法及其分析比较

介绍了在地理信息系统(CIS)中渔业环境因子等值线(面)专题图的基本算法，比较分析了不同算法输出的结果。分析表明，Kriging算法更能准确地反映渔业环境要素的时空分布的特点和变化趋势。     

REGIONAL FEATURES OF LONG-TERM SST VARIATION IN THE WESTERN PACIFIC WARM POOL AREA

ＩＮＴＲＯＤＵＣＴＩＯＮＴｈｅＷｅｓｔｅｒｎＰａｃｉｆｉｃＷａｒｍＰｏｏｌ (ＷＰ)ｉｓａｓｅａａｒｅａｗｈｅｒｅｓｅａｓｕｒｆａｃｅｔｅｍｐｅｒａｔｕｒｅ (ＳＳＴ)ｉｓｔｈｅｈｉｇｈｅｓｔｉｎｔｈｅｇｌｏｂａｌｏｃｅａｎｓａｎｄａｉｒ ｓｅａｉｎｔｅｒａｃｔｉｏｎｉｓｔｈｅｍｏｓｔｖｉｏｌｅｎｔｉｎｔｈｅＰａｃｉｆｉｃ.Ｍａｎｙｒｅ ｃｅｎｔｒｅｓｅａｒｃｈｅｓｓｈｏｗｅｄｔｈａｔｖａｒｉａｔｉｏｎｓｉｎｔｈｅｔｈｅｒｍａｌｃｏｎｄｉｔｉｏｎｓ (ｉｎＳＳＴ ,ｅｓｐｅｃｉａｌｌｙ)ｏｆｔｈｅＷＰｐｌａｙ…     

A preliminary study on the relation between the thermal and geometric surface centroids of the Western Pacific Warm Pool

Numerous published results have showr the importance of the Wcstern Pacific Warm Pool （WPWP）surface centroid movement in ENSO-（EI Nino/Southcrn Oscillation）rclated studies .Howcver,some rccent research conclusions make it necessary to clarify the differenccs of the currently exicing two types of WPWP surface centroid：the geometric centroid and the thermal （heat）centrold.This study analyzes the physical backgrounds of the two typcs of centroid and points out their differenccs.which suggest that different types of ccntroid may scrve different study purposes.This study also shows that the ‘geometric center’of WPWP.actually a close approximation to the mass ccntroid,is more related to the Nino-3 region sca surfacc temperaturc（SST）ancmaly and can also be regarded as an important indicator of ENSO events.     

大尺度环流系统对西北太平洋变性TC频数影响的气候诊断分析

基于中国热带气旋年鉴资料,从气候学角度出发,对西北太平洋TC(热带气旋)发生温带变性的频数与大尺度环流系统间的关系进行了诊断和分析.研究发现变性TC多发生于夏、秋两季,通过对NCEP月平均再分析资料的500hPa高度场进行EOF分解,发现西北太平洋TC变性的频数与65°N附近强冷高压系统在夏、秋两季都存在着正相关关系,且相关性在秋季高于夏季;与30°N附近强副热带高压系统存在负相关关系,夏季副热带高压系统的作用更大;与30°N以南西北太平洋多台风活动区域的弱低压存在显著的负相关,低压越弱,对流越弱,则TC的生成数越少,其中发生变性的TC数也会减少.500hPa高度场EOF分解的第一特征向量所对应的时间函数分布在20世纪70年代中期前后出现了反号,较好地对应了变性TC年频数的年际变化趋势,70年代中期之前变性TC呈总体偏多,之后变性TC的频数总体偏少,呈明显下降趋势.     

Research on the response of the upper layer heat structure in the Western Pacific Warm Pool to the mean Madden-Julian Oscillation

1　Introduction　TheMadden JulianOscillation (MJO)isastrongatmosphericconvection phenomenonoccurringovertheEasternIndianOceanandtheTropicalWesternPacific,usuallyinregionswithseasurfacetempera tures (SSTs)over 2 9℃ .Theeastwardmovingofalarge scalecirculat…     

Analysis of the anomalous strength and location of the ITCZ affecting the formation of northern Pacific typhoons

Using the NCEP/NCAR reanalysis dataset from 1959-2004, the location and strength of the ITCZ (Inter-Tropical Con-vergence Zone), as well as their relations with typhoons in the northwestern Pacific were studied. It was found that the pentad loca-tion and strength of the ITCZ had close relations with the typhoon frequency. Higher latitude location or strengthened ITCZ were found to be favorable for the occurrence of typhoons over the Northwestern Pacific. An index was defined for ascertaining the loca-tion of the ITCZ. It was found that the index defined with the maximum value ofpentad and monthly meridional shear of zonal wind speed could better describe the location of ITCZ than another index defined with the maximum value of convergence. Correlation analysis between the index of ITCZ and the maximum cloud cover in the tropics showed that there were close relations between the ITCZ determined by the index and the maximum tropical cloud belt. The strength index of an ITCZ was defined as the zonal wind speed difference at latitudes south and north of the ITCZ. It was found that there are close relations between the ITCZ intensity and typhoon occurrence in the South China Sea [10°N-20°N, 100°E-120°E] and regions east of the Philippines and near the Mariana Islands [5°N-20°N, 127.5°E-150°E].     

Movements of the Western Pacific Warm Pool Centroid and Their Relationship to Sea Surface Temperature Changes in Ni(n)o Regions

By using monthly historical sea surface temperature (SST) data for the years from 1950 to 2000, the Western Pacific Warm Pool (WPWP) climatology and anomalies are studied in this paper. The analysis of WPWP centroid (WPWPC) movement anomalies and the Nino-3 region SST anomalies( SSTA) seems to reveal a close, linear relation between the zonal WPWPC and Nino-3 region SSTA, which suggests that a 9' anomaly of the zonal displacement from the climatological position of the WPWPC corresponds to about a 1 ℃ anomaly in the Nino-3 region area-mean SST. This study connects the WPWPC zonal displacement with the Nino-3 SSTA, and it may be helpful in better understanding the fact that the WPWP eastward extension is conducive to the Nino-3 region SST increase during an El Nino-Southern Oscillation (ENSO) event.     

Circulation and Heat Flux along the Western Boundary of the North Pacific

On the basis of the conductivity temperature depth(CTD)observation data off the coast of the Philippines(7.5°–18°N,130°E–the east coast of the Philippines)in the fall of 2005,the water mass distribution,geostrophic flow field,and heat budget are examined.Four water masses are present:the North Pacific Tropical Surface Water,the North Pacific Sub-surface Water,the North Pacific Intermediate Water,and the Antarctic Intermediate Water(AAIW).The previous three corresponded with the North Equatorial Current(NEC),the Kuroshio Current(KC),and the Mindanao Current(MC),respectively.AAIW is the source of the Mindanao Undercurrent.The mass transport of NEC,KC,and MC is 58.7,15,and 27.95Sv,respectively(relative to 1500db).NEC can be balanced by the transport across the whole transect 18°N(31.81 Sv)and 7.5°N(26.11 Sv)but not simply by KC and MC.Direct calculation is used to study the heat flux.In sum,1.45PW heat is transported outwards the observed region,which is much more than that released from the ocean to the air at the surface(0.05PW).The net heat lost decreased the water temperature by 0.75℃each month on average,and the trend agreed well with the SST change.Vertically,the heat transported by the currents is mainly completed in the upper 500 m.     

西北太平洋秋刀鱼渔场分布及与海水表层温度的关系分析

根据2003~2004年西北太平洋秋刀鱼资源调查结果,对西北太平洋秋刀鱼渔场分布及其与海水表层温度(SST)的关系进行分析。结果表明,7~9月西北太平洋秋刀鱼渔场主要集中在40.5°N~44.5°N、151.5°E~158°E,SST为10℃~19℃,捕捞群体以中大型个体为主;各月最高产量及最大CPUE时的SST各不相同,渔场的形成和丰度与亲潮和黑潮的势力强弱及其分布密切相关。经K-S检验,结果表明,各月SST与产量及样本平均体长、平均体重的差异均不显著。这些渔场可作为我国远洋鱿钓渔业的兼作渔场。     

南太平洋长鳍金枪鱼渔场预报模型研究

长鳍金枪鱼资源是南太平洋金枪鱼渔业的重要目标种类,也是我国金枪鱼延绳钓的主要捕捞对象之一。根据2008-2009年我国海洋渔业公司在南太平洋海域的生产数据,结合表层、105 m和205 m水层温度,以及海面高度、叶绿素a浓度等海洋环境数据,运用一元非线性回归方法,按季度建立基于各环境因子的长鳍金枪鱼栖息地适应性指数,采用算术平均法获得基于多环境因子的栖息地指数综合模型,并用于中心渔场的预报。通过与实际作业渔场的比较与验证,结果表明:模型预报准确性达到70%以上,具较高渔情预报准确度。     

Zonal displacement of western Pacific warm pool and zonal wind anomaly over the Pacific Ocean

The thermal condition anomaly of the western Pacific warm pool and its zonal displacement have very important influences on climate change in East Asia and even the whole world. However, the impact of the zonal wind anomaly over the Pacific Ocean on zonal displacement of the warm pool has not yet been analyzed based on long-term record. Therefore, it is important to study the zonal displacement of the warm pool and its response to the zonal wind anomaly over the equatorial Pacific Ocean. Based on the NCDC monthly averaged SST (sea surface temperature) data in 2°×2° grid in the Pacific Ocean from 1950 to 2000, and the NCEP/NCAR global monthly averaged 850 hPa zonal wind data from 1949 to 2000, the relationships between zonal displacements of the western Pacific warm pool and zonal wind anomalies over the tropical Pacific Ocean are analyzed in this paper. The results show that the zonal displacements are closely related to the zonal wind anomalies over the western, central and eastern equatorial Pacific Ocean. Composite analysis indicates that during ENSO events, the warm pool displacement was trigged by the zonal wind anomalies over the western equatorial Pacific Ocean in early stage and the process proceeded under the zonal wind anomalies over the central and eastern equatorial Pacific Ocean unless the wind direction changes. Therefore, in addition to the zonal wind anomaly over the western Pacific, the zonal wind anomalies over the central and eastern Pacific Ocean should be considered also in investigation the dynamical mechanisms of the zonal displacement of the warm pool.