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针对在基于机器学习的云图识别中,由于不存在公认的云分类样本库的现实条件下,带来的训练样本数量不足和不平衡,从而难以获得可靠的分类模型的问题,利用迁移学习中的多源加权Tradaboost算法(内部采用极限学习机作为分类器)来进行卫星云图云的检测。利用多人(多源)标注的大量厚云的样本,构成多源辅助样本集;利用少量标注的薄云样板构成目标样本集。使用迁移学习和辅助样本集,对仅在薄云样本集下的训练获得的极限学习机分类器进行辅助训练,提高其薄云识别率。基于国家卫星气象中心的HJ-1A/B的卫星数据实验结果表明,迁移学习可以充分利用容易获得的大样本厚云辅助样本知识,对同类型有关联的小样本薄云分类器进行识别提高。实验表明,迁移学习算法可以进一步用于更多多源样本和其他云分类的任务。 相似文献
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At about 173 ka BP of the late period of mid-Pleistocene, the second terrace of the river had been formed as a result of uplift happening in Shangshan area because of the climate, sea level change and tectonic action. Between 173-75 ka BP, aeolian deposited on the terrace, a layer of reticulate red clayey soil about 80-100 cm thick deposited and developed under the warmer and higher temperature. In the last glacial period, the drop of the temperature and the decrease of the precipitation induced the dust-storms increased, A layer of Xiashu loess about 1.0-1.5 m thick accumulated on Shangshan terrace in the last glacial, which has the reticulate red clayey soil buried. At the beginning of the Holocene （11500 a BP-）, temperature went higher gradually and precipitation got more, the pre-persons moved on the Shangshan terrace （11,400-8600 a BP）, which is one of the most important archaeological sites, and can connect the paleolithic culture with Neolithic culture. It could be assumed from the results that the lower reaches of the Yangtze River are the home of rice cultivation, too. The lower place to the west of the Shangshan site experienced the two cycles process of the fluvial facies and the lacustrine facies, indicating that the water source of the pre-historical Shangshan is the river water or lake water. Two AMS 14C age proved the water source disappeared more than 1000 years ago. 相似文献
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The prehistoric site of Ifri n'Ammar is situated in northeastern Morocco, in the northern prolongation of the Middle Atlas Mountains. It is a key location in unravelling the history of anatomically modern humans (AMH) in northern Africa as it reveals Middle and Late Palaeolithic occupation phases since ∼170 ka. Whilst the archaeological sequence within the rock shelter has been well studied, the timing of landscape dynamics around Ifri n'Ammar is still poorly understood. This study therefore aims to establish a detailed chronology of the Wadi Selloum profile at the apron of the shelter, based on optically stimulated luminescence (OSL) dating of ephemeral stream deposits. Coarse-grain quartz was used for single-grain and multiple-grain dating procedures to investigate the luminescence properties of these deposits and to get more accurate age information concerning the phases of human occupation. Continuous wave OSL (CW-OSL) revealed a dominant fast component for all quartz samples. The dose distribution of the uppermost samples showed overdispersion values >25% and significant positive skewness. We identified partial bleaching as the main source of scatter in the equivalent dose (De) distribution. The lowermost sample appeared to be close to signal saturation. The shapes of the dose response curve varied widely between aliquots and coarse quartz grains exhibited therefore very different dose saturation behaviours among aliquots. With fully saturated dose response curves (DRCs), meaningful D0 values were assumed for De estimation.The eight OSL samples yielded stratigraphically consistent ages ranging from 1.3 ± 0.2 ka to 76 ± 5 ka, thus reaching the Middle Palaeolithic period. Moreover, a pottery shard dated to 7.4 ± 0.6 ka (Early Neolithic period) by thermoluminescence (TL), perfectly matched the Holocene OSL samples extracted at the same depth of the profile. In summary, our results point to fluvial aggradation during OIS 5.1, the late glacial period, and the Holocene. 相似文献
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文中简要介绍了氡气测量和土壤天然热释光测量（TL）野外样品采集及室内样品分析的工作方法和应注意的事项。对下庄花岗岩型铀矿床的初步研究结果表明：（1）在硅化破碎带型铀矿体上方，氡气测量的高值异常主要反映构造破碎带在地表的出露位置，土壤天然热释光测量的高值异常则主要反映铀矿体的位置，当两种方法的异常重合时，找到铀矿体的可能性较大；（2）在“交点”型铀矿体上方，氡气测量的高值异常同样反映了构造破碎带在地表的出露位置，而土壤天然热释光测量的高值异常则反映了构造破碎带与中基性岩脉的交线处为铀矿体的赋存位置。 相似文献
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Introduction
The Tanlu fault zone lies in the eastern China, which is an important huge active fault with a long history. It has experienced a complex generation and evolution process and affects significantly the regional structure, paleogeography, magma activity, minerogenesis and earthquake activity in the area. With a length of 2 400 km, the fault zone consists of 2-4 or more parallel faults of 10-40 km in width, cutting through different geotectonic elements in the eastern China （FANG et al, 1986）. On July 25 in 1668, an extraordinarily large earthquake of M=8.5 occurred on the Changyi-Dadian fault （F1） that is an embranchment of Tanlu fault zone, resulting in a surface rupture with a total length of 130 km （LI et al, 1994; CHAO et al, 1995）. The paleoseismic study reveals that 3 events with a magnitude equal to 8 occurred on the Changyi-Dadian fault. The recent event occurred 3 500 a ago and the reoccurrence interval is about 3 500 a （LIN and GAO, 1987）. During the Tancheng earthquake （on July 25, 1668）, the Anqiu-Juxian fault was not ruptured, which was a Late Pleistocene active fault （ZHENG et al, 1988; GAO et al, 1988; CHAO et al, 1994） and was doubted as the seismogenic fault of the M=7.0 Anqiu earthquake occurred in 70 BC by certain geologists （CHAO et al, 1994）. 相似文献
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综合物探方法寻找深部隐伏铀矿床的研究 总被引：1，自引：0，他引：1
氡气测量和土壤天然热释光法(TL)是铀矿找矿勘探中寻找深部隐伏铀矿体的二种地球物理方法。以往的经验表明，如用其中一种方法常有多解性问题。将这二种方法应用于下庄扩大330矿床的研究工作中，共测量了28条剖面，其中三条已知剖面，25条未知剖面，并对一些未知剖面进行了验证。研究结果表明，单一的氧气异常反应了构造在地表的出路位置，而两种方法的重叠异常较准确地反应了深部铀矿体的位置。由于这种综合方法成本较低，找矿效果较好，所以在寻找深部隐伏铀矿床、扩大铀矿床范围的工作中是值得借鉴的方法。 相似文献
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东北印度洋赤道90°E海岭和孟加拉扇MD81349,MD77181岩心记录了30万a来气候变化的历史.分析发现浮游有孔虫壳体(方解石晶体)的天然热释光变化与δ18O反映的冰川旋回存在着良好的一致性:天然热释光强度的增大与间冰期对应,降低与冰期对应.对MD81349岩心天然热释光时间序列的频谱分析结果显示热释光的显著周期为99,46,23,20和11ka,其中99,46,23,20ka分别与天文学周期中的地球轨道偏心率周期100ka,地轴倾斜度(黄赤交角)周期54,41ka,太阳辐射年度差异的岁差周期23,19ka接近,这表明地球冷暖交替与太阳辐射强度周期性变化密切相关,在不同海水温度条件下结晶形成的方解石晶体的热释光强度差异显著,因而有孔虫壳体积存的热释光能够反映地球气候的变化. 相似文献
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末次间冰期以来黄土-古土壤的热释光测年--渭南、会宁剖面的对比研究 总被引：2，自引：0，他引：2
利用细颗粒热释光技术对渭南,会宁黄土剖面末次间冰期以来黄土－古土壤共１５个样品进行了年龄测定。实验中,通过光晒退确定各个样品的残留热释光强度,应用残留热释光法测定等效剂量值,结果显示,在测定的热释光年龄数据基础一确定的两剖面的Ｓ０／Ｌ１、Ｌ１／Ｓ１、Ｓ１／Ｌ２界线年龄基本一致,并与ＳＰＥＣＭＡＰ深海氧同位素１／２、４／５、５／６阶段的界线年龄可较好对比,这也表明应用热释发光方法测定的末次间冰期以来 相似文献