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塔里木盆地塔河油田奥陶系生物扰动碳酸盐岩储集层非常发育,但利用常规测井数据识别生物扰动储集层发育段和准确预测孔隙度难度较大。本文在对研究区16口取芯井奥陶系岩芯上生物扰动区域扰动等级划分的基础上,通过岩性标定测井,优选常规测井参数,基于BP神经网络模型分别建立了适合研究区生物扰动碳酸盐岩储集层识别和孔隙度预测的模型,并对建立的模型进行了有效性检验。结果表明:① 选择自然电位、自然伽马、井径、深侧向电阻率、浅侧向电阻率、补偿中子和密度等常规测井数据作为生物扰动碳酸盐岩储集层识别模型输入层的参数值,生物扰动指数(Bioturbation Index, BI)作为输出结果;选取rprop、sigmoid symmetric和sigmoid stepwise函数分别作为训练函数、隐含层和输出层的激活函数,建立节点数为3、层数为3的神经网络识别模型,识别效果好,适用于研究区奥陶系生物扰动碳酸盐岩储集层的识别。② 选择自然电位、自然伽马、井径、声波、补偿中子和密度值等常规测井数据作为输入层的参数值,对应深度上岩芯柱塞孔隙度测试结果和利用孔隙度样品检验模型计算得出的孔隙度结果作为输出结果,选取incremental、gaussian和sigmoid分别作为训练函数、隐含层和输出层的激活函数,建立节点数为4,层数为3的生物扰动碳酸盐岩储集层孔隙度预测模型,预测效果良好,适用于研究区奥陶系生物扰动储集层孔隙度的预测。该研究对定量表征研究区生物扰动储层特性、储量估算、油藏描述和储层地质建模等具有重要的借鉴意义。 相似文献
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Multiple isotope composition (S, Pb, H, O, He, and Ar) and genetic implications for gold deposits in the Jiapigou gold belt, Northeast China 总被引:2,自引:0,他引:2
Qingdong Zeng Zaicong Wang Huaiyu He Yongbin Wang Song Zhang Jianming Liu 《Mineralium Deposita》2014,49(1):145-164
The Jiapigou gold belt (>150 t Au), one of the most important gold-producing districts in China, is located at the northeastern margin of the North China Craton. It is composed of 17 gold deposits with an average grade around 10 g/t Au. The deposits are hosted in Archean gneiss and TTG rocks, and are all in shear zones or fractures of varying orientations and magnitudes. The δ34S values of sulfide from ores are mainly between 2.7?‰ and 10?‰. The Pb isotope characteristics of ore sulfides are different from those of the Archean metamorphic rocks and Mesozoic granites and dikes, and indicate that they have different lead sources. The sulfur and lead isotope compositions imply that the ore-forming materials might originate from multiple, mainly deep sources. Fluid inclusions in pyrite have 3He/4He ratios of 0.6 to 2.5 Ra, whereas their 40Ar/36Ar ratios range from 1,444 to 9,805, indicating a dominantly mantle fluid with a negligible crustal component. δ18O values calculated from hydrothermal quartz are between ?0.2?‰ and +5.9?‰, and δD values of the fluids in the fluid inclusions in quartz are from ?70?‰ to ?96?‰. These ranges suggest dominantly magmatic water with a minor meteoric component. The noble gas isotopic data, along with the stable isotopic data, suggest that the ore-forming fluids have a dominantly mantle source with minor crustal addition. 相似文献
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南宁市是广西岩溶地面塌陷危害十分严重的城市之一。2012年6月2日突发的岩溶地面塌陷主要集中分布在坛洛镇南西方向,形成塌陷坑19个,地裂缝17条,威胁62户共232人,潜在经济损失约870万元。坛洛塌陷多形成于松散盖层厚度小于15 m,地下水位埋深小于20 m,地下岩溶强发育的区段。碳酸盐岩岩溶发育、松散盖层厚度较小和水动力条件(降水、地表水和地下水)复杂为岩溶塌陷产生的必要条件,尤以地下水的作用对岩溶塌陷的形成起至关重要的作用。通过对坛洛地下水动态观测与岩溶塌陷的调查研究确定地下水强径流带,分析评价岩溶地面塌陷的危险性,为岩溶地区的岩溶塌陷危险性勘察、评价工作提供一定指导意义。 相似文献
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It is believed that the global CO2 emissions have to begin dropping in the near fu- ture to limit the temperature increase within 2 degrees by 2100. So it is of great concern to environmentalists and national decision-makers to know how the global or national CO2 emissions would trend. This paper presented an approach to project the future CO2 emissions from the perspective of optimal economic growth, and applied this model to the cases of China and the United States, whose CO2 emissions together contributed to more than 40% of the global emissions. The projection results under the balanced and optimal economic growth path reveal that the CO2 emissions will peak in 2029 for China and 2024 for the USA owing to their empirically implied pace of energy efficiency improvement. Moreover, some abatement options are analyzed for China, which indicate that 1) putting up the energy price will de- crease the emissions at a high cost; 2) enhancing the decline rate of energy intensity can significantly mitigate the emissions with a modest cost; and 3) the energy substitution policy of replacing carbon intensive energies with clean ones has considerable potential to alleviate emissions without compromising the economic development. 相似文献