Predicting groundwater level of wells in the Diyala River Basin in eastern Iraq using artificial neural network          下载免费PDF全文

Abdulrahman Th Mohammad  Qassem H Jalut  Nadia L Abbas 《地下水科学与工程》2020,8(1):87-96

Al-Mansourieh zone is a part of Al-Khalis City within the province of Diyala and located in the Diyala River Basin in eastern Iraq with a total area about 830 km2.Groundwater is the main water source for agriculture in this zone.Random well drilling without geological and hydraulic information has led the most of these wells to dry up quickly.Therefore,it is necessary to estimate the levels of groundwater in wells through observed data.In this study,Alyuda NeroIntelligance 2.1 software was applied to predict the groundwater levels in 244 wells using sets of measured data.These data included the coordinates of wells(x,y),elevations,well depth,discharge and groundwater levels.Three ANN structures(5-3-3-1,5-10-10-1 and 5-11-11-1)were used to predict the groundwater levels and to acquire the best matching between the measured and ANN predicted values.The coefficient of correlation,coefficient determination(R2)and sum-square error(SSE)were used to evaluate the performance of the ANN models.According to the ANN results,the model with the three structures has a good predictability and proves more effective for determining groundwater level in wells.The best predictor was achieved in the structure 5-3-3-1,with R2 about 0.92,0.89,0.84 and 0.91 in training,validation,testing and all processes respectively.The minimum average error in the best predictor is achieved in validation and testing processes at about 0.130 and 0.171 respectively.On the other hand,the results indicated that the model has the potential to determine the appropriate places for drilling the wells to obtain the highest level of groundwater.  相似文献   

Concentration–discharge relationships in the coal mined region of the New River basin and Indian Fork sub‐basin,Tennessee, USA          下载免费PDF全文

J. C. Murphy  G. M. Hornberger  R. G. Liddle 《水文研究》2014,28(3):718-728

For many basins, identifying changes to water quality over time and understanding current hydrologic processes are hindered by fragmented and discontinuous water‐quality and hydrology data. In the coal mined region of the New River basin and Indian Fork sub‐basin, muted and pronounced changes, respectively, to concentration–discharge (C–Q) relationships were identified using linear regression on log‐transformed historical (1970s–1980s) and recent (2000s) water‐quality and streamflow data. Changes to C–Q relationships were related to coal mining histories and shifts in land use. Hysteresis plots of individual storms from 2007 (New River) and the fall of 2009 (Indian Fork) were used to understand current hydrologic processes in the basins. In the New River, storm magnitude was found to be closely related to the reversal of loop rotation in hysteresis plots; a peak‐flow threshold of 25 cubic meters per second (m³/s) segregates hysteresis patterns into clockwise and counterclockwise rotational groups. Small storms with peak flow less than 25 m³/s often resulted in dilution of constituent concentrations in headwater tributaries like Indian Fork and concentration of constituents downstream in the mainstem of the New River. Conceptual two or three component mixing models for the basins were used to infer the influence of water derived from spoil material on water quality. Copyright © 2012 John Wiley & Sons, Ltd.  相似文献   

RS & GIS-based landslide susceptibility mapping of the Balason River basin,Darjeeling Himalaya,using logistic regression (LR) model     

Subrata Mondal  Sujit Mandal 《Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards》2018,12(1):29-44

The present study deals with the preparation of a landslide susceptibility map of the Balason River basin, Darjeeling Himalaya, using a logistic regression model based on Geographic Information System and Remote Sensing. The landslide inventory map was prepared with a total of 295 landslide locations extracted from various satellite images and intensive field survey. Topographical maps, satellite images, geological, geomorphological, soil, rainfall and seismic data were collected, processed and constructed into a spatial database in a GIS environment. The chosen landslide-conditioning factors were altitude, slope aspect, slope angle, slope curvature, geology, geomorphology, soil, land use/land cover, normalised differential vegetation index, drainage density, lineament number density, distance from lineament, distance to drainage, stream power index, topographic wetted index, rainfall and peak ground acceleration. The produced landslide susceptibility map satisfied the decision rules and ?2 Log likelihood, Cox &; Snell R-Square and Nagelkerke R-Square values proved that all the independent variables were statistically significant. The receiver operating characteristic curve showed that the prediction accuracy of the landslide probability map was 96.10%. The proposed LR method can be used in other hazard/disaster studies and decision-making.  相似文献   

Main technical innovations of Songke Well No.2 Drilling Project     

《China Geology》2018,1(2):187-201

Songke Well No.2, one of the main part of the scientific drilling project in Songliao Basin, which was drilled 7018 m and acquired the part of cores continuously from the Low Cretaceous to the Carboniferous and the Permian from the 2843 m deep, can be considered as the deepest continental drilling project in Asia. Aiming at the features of longer well sections, larger diameters and multiple spud-ins for coring of Songke Well No.2, this project broke through the “coring in small diameter and reaming in large diameter” spud-in drilling-completion procedures which are always used in large-diameter-well coring for continental scientific drilling projects in domestic and overseas and the drilling method of short-single-cylinder roundtrip footage. At the same time, “coring in the same diameter and completing drilling at one single diameter” was achieved at all φ311 mm and φ216 mm coring sections of more than one thousand meters long, high-efficient operation with “drilling long footage with drill tools combined in multi-cylinders” was achieved at deep coring section. Four world drilling records were created which include more than a thousand meters continuous coring at φ311 mm, and the footage per roundtrip footage at φ311 mm, φ216 mm and φ152 mm is all more than 30 m, all of these breakthroughs reduced at least 300 days for this project; moreover, considering the characteristics of formations that the geothermal gradient is high in the drilled sections and the inside-well temperature is over 240°C after drilling completion, a formate-polymer water-based mud system was developed by compounding attapulgite and sodium bentonite and by adding independently developed high-temperature stabilizer, which can provide critical technical support for successful well completion at 7018 m in the super-high-temperature environment It is the first time that the water-based mud is operated at the working temperature higher than 240°C in China; Besides, considering the high-quality requirement on cores imposed by the project, the method “mechanical cored is charge” to discharge core nondestructively on the ground was worked out, and more than 4000 m scatheless cores were discharged out of the drill pipes while maintaining original stratum structures.  相似文献   

合肥盆地安参1井前侏罗纪基底地层的孢粉组合特征与时代归属   总被引：1，自引：0，他引：1  

苗慧心  张交东  周新桂  刘德良  李振生  宋立才  曾秋楠  刘旭锋  毕彩芹  孙福利 《地质学报》2018,92(3):466-481

大别山北缘的安参1井是合肥盆地最深的一口参数井,钻遇前侏罗纪基底地层达千米以上,为一套不含煤层(线)或灰岩以泥岩为主的地层,与周缘华北陆块和大别造山带等构造单元的地层对比困难。因缺少宏观化石记录和明确的定年依据,其时代归属一直存在争议,制约了对这一套特殊地层所反映的地质信息的进一步挖掘。为进一步明确该套特殊地层的地质时代,本项研究对安参1井4160~5152m井段大量岩心和岩屑样品进行了微古化石分析,在其中5块样品中发现了保存良好的孢粉化石647粒,共计23属51种及部分未定种。根据对孢粉化石的类型、属种和含量的分析,将其自下而上划分为两个孢粉化石组合:Ⅰ.Densosporites reynoldburgensisLaevigatosporites perminutus;Ⅱ.Triquitrites-Macrotorispora media。孢粉组合Ⅰ中蕨类植物孢子以平均含量87.67%占绝对优势,代表分子有Laevigatosporites perminutus,Lycospora rotunda,Patellisporites meishanesis等,裸子植物花粉均为单囊粉属Florinites;孢粉组合Ⅱ中,蕨类植物孢子平均含量降低至53.78%,其中蕨类孢子Lycospora rotunda消失,Leiotriletes adnatus,Triquitrites,Crassipora等含量下降,并有特征分子大一头沉孢属Macrotorispora出现,裸子植物花粉含量和丰富度明显增加,以柯达粉属Cordaitina为主。经过与华北其他地区孢粉组合特征的对比分析,上述两个孢粉组合分别与华北陆块晚古生代二叠系太原组和上石盒子组具有明确的相似性,与早期和中晚期华夏植物群面貌相一致,反映了裸子植物逐渐繁盛、属种越来越丰富的过程,孢粉组合Ⅰ和Ⅱ的地质时代分别为晚石炭世晚期至早二叠世早期和晚二叠世,为安参1井前侏罗纪基底存在石炭—二叠系提供了直接证据,也为合肥盆地沉积环境和古气候分析提供了新资料。  相似文献   

松辽盆地大陆深部科学钻探2号井完井暨学术研讨现场会召开     

编辑部 《地质论评》2018,64(4):6404912-6404979

正2018年5月26日,自然资源部中国地质调查局在黑龙江省安达市松科二井工程现场召开大陆科学钻探工程(松科二井)完井暨学术研讨现场会。中国地质学会常务副理事长兼秘书长、自然资源部中国地质调查局副局长、松科二井工程领导小组组长李金发宣布松辽盆地大陆深部科学钻探工  相似文献   

鄂西宜昌斜坡带五峰组—龙马溪组页岩优势岩相及其生气潜力          下载免费PDF全文

张保民  陈孝红  蔡全升  陈林  张国涛  李培军 《中国地质》2022,49(3):943-955

【研究目的】不同页岩岩相的矿物组分、含气性和可压性等的差异,决定不同岩相的开发潜力不同,页岩岩相的划分及评价对找寻页岩气勘探开发甜点具有重要指导意义。【研究方法】基于钻井、岩心和分析测试资料,综合利用地质理论结合硅质矿物-黏土矿物-碳酸盐矿物含量三端元图解,对鄂西宜昌斜坡带上奥陶统五峰组—下志留统龙马溪组下段含气页岩岩相进行划分,结合有机碳含量、含气量、岩心镜下特征等划分优势岩相。优选有机质丰度、硅质矿物含量、黏土矿物含量3项指标与页岩含气量进行相关性分析,建立了五峰组—龙马溪组含气页岩优势岩相的分级标准。【研究结果】研究区优势岩相均为II类优势岩相,II₁类（最优）优势岩相为S-2混合硅质页岩相和S-3含黏土硅质页岩相,位于龙马溪组一亚段和五峰组上段,厚6 m;II₂类（次优）优势岩相为S硅质页岩相,位于五峰组下段,厚4 m。【结论】宜昌斜坡带和涪陵地区具有相似的岩相垂向演化序列,优势岩相均位于五峰组—龙马溪组一亚段,但同一岩相组合的页岩厚度和品质差异较大,发生在鲁丹阶早期的湘鄂西水下隆起和鲁丹阶晚期的水下隆起是造成宜昌地区优势岩相的厚度和品质均要差于涪陵地区的主要原因。创新点：建立五峰组—龙马溪组含气页岩优势岩相的分级标准,提出龙马溪组一亚段和五峰组是优势岩相发育层位。  相似文献   

银额盆地蒙苏地1井钻井设计与施工          下载免费PDF全文

钱锋  赵远刚  黄晓林  石绍云  罗显粱 《探矿工程》2022,49(5):136-144

蒙苏地1井是中国地质调查局部署在银额盆地艾特格勒凹陷的一口大口径重点油气地质调查井,根据该区块地层地质概况和钻井施工技术难点,从井身结构、钻具组合、钻头选型和钻进工艺等方面对蒙苏地1井钻井工程进行了优化设计。综合采用 “简化井身结构+非常规钻具组合+常规钻头选型+强抑制性泥浆”的钻井技术方案,解决了中生界巴音戈壁组和二叠系上部地层的高硬度、可钻性差、裂缝构造易井斜及井壁失稳等一系列难题,顺利完成了该井的钻井施工任务。该井完钻井深2763.66 m,完钻口径215.9 mm,平均机械钻速3.51 m/h,成功揭示了中生界和石炭-二叠系岩石组合特征及含油气性,优质、高效、零事故完成各项目标任务。  相似文献   

PVA1788成膜体系无固相冲洗液在桂柳地1井的应用          下载免费PDF全文

苏力才  蒙学礼  李永卫  王嘉瑶  李明星  付帆 《探矿工程》2022,49(5):57-63

桂柳地1井为广西柳州市鱼峰区雒容镇区块页岩气地质调查井,设计井深2350 m,钻遇水敏性地层等复杂地层。为了提高无固相冲洗液在页岩气复杂地层深孔钻进中维持孔壁稳定的能力,在PVA1788体系无固相冲洗液的基础上,添加成膜A剂、封堵剂GFD-1等处理剂。根据冲洗液试验及现场应用,成膜A剂具有降失水功能,不影响冲洗液的润滑性能,对粘度影响不明显,该PVA1788成膜体系无固相冲洗液滤失量较低,封堵裂隙效果好,减弱了地层水化膨胀,提高了成膜抑制防塌能力,满足了桂柳地1井深孔复杂地层维护孔壁稳定、安全钻进的需要。对类似复杂地层无固相冲洗液的推广应用具有参考价值。  相似文献   

Fracture Characteristics and Heat Accumulation of Jixianian Carbonate Reservoirs in the Rongcheng Geothermal Field, Xiong’an New Area     

WANG Yingjin  MA Feng  XIE Heping  WANG Guiling  WANG Zhihe 《《地质学报》英文版》2021,95(6):1902-1914

Geothermal energy plays an important role in urban construction of the Xiong’an New Area. Geothermal reservoir fracture distribution of the Mesoproterozoic Jixianian Wumishan Formation (Fm.) carbonate reservoir in the Rongcheng geothermal field are evaluated based on FMI log from Wells D19 and D21. The results show carbonate reservoir fracture density of Well D19 is 15.2/100 m, greater than that of Well D21 with a value of 9.2/100 m. Reservoir porosity and permeability of Well D19 are better than that of Well D21, and the water saturation is bimodally distributed. The movable fluid volume ratio (BVM) of Well D19 is 2% to 8% with some zones exceeding 20%, while the value of Well D21 is less than 4%. Therefore, reservoir fractures in Well D19 are more conducive to fluid flow. Reservoir fractures have a similar occurrence to normal faults, indicating that the tensile stress field controlled the formation of such fractures. Developed reservoir fractures provide a good channel for groundwater convection. The circulation of regional groundwater and the heat exchange between water and rock and the multiple heat accumulation patterns form a stable and high potential heat reservoir in the Rongcheng geothermal field.  相似文献