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Development of Flood Forecasting System Using Statistical and ANN Techniques in the Downstream Catchment of Mahanadi Basin, India 被引量:1
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作者 Anil Kumar Karl Anil Kumar Lohani 《Journal of Water Resource and Protection》 2010年第10期880-887,共8页
The floods in river Mahanadi delta are due to either dam release of Hirakud or due to contribution of intercepted catchment between Hirakud dam and delta. It is seen from post-Hirakud periods (1958) that out of 19 flo... The floods in river Mahanadi delta are due to either dam release of Hirakud or due to contribution of intercepted catchment between Hirakud dam and delta. It is seen from post-Hirakud periods (1958) that out of 19 floods 14 are due to intercepted catchment contribution. The existing flood forecasting systems are mostly for upstream catchment, forecasting the inflow to reservoir, whereas the downstream catchment is devoid of a sound flood forecasting system. Therefore, in this study an attempt has been made to develop a workable forecasting system for downstream catchment. Instead of taking the flow time series concurrent flood peaks of 12 years of base and forecasting stations with its corresponding travel time are considered for analysis. Both statistical method and ANN based approach are considered for finding the peak to reach at delta head with its corresponding travel time. The travel time has been finalized adopting clustering techniques, there by differentiating high, medium and low peaks. The method is simple and it does not take into consideration the rainfall and other factors in the intercepted catchment. A comparison between both methods are tested and it is found that the ANN methods are better beyond the calibration range over statistical method and the efficiency of either methods reduces as the prediction reach is extended. However, it is able to give the peak discharge at delta head before 24 hour to 37 hour for high to low peaks. 展开更多
关键词 FLOOD Forecasting mahanadi basin Hirakud DAM STATISTICAL Method ANN Architecture
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Geochemistry of volcanic glass from Mahanadi offshore region,eastern continental margin of India:Constraints on the contribution of latest Toba super-eruption
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作者 Muralidhar Kocherla Durbar Ray +3 位作者 Manavalan Satyanarayanan Hilda Joao Virsen Gaikwad PB Ramamurty 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2024年第2期111-119,共9页
The tephra layers in multiple sediment cores from the offshore region of the Mahanadi basin in the northern Bay of Bengal were investigated for possible volcanic sources. The glass shards from those tephra layers were... The tephra layers in multiple sediment cores from the offshore region of the Mahanadi basin in the northern Bay of Bengal were investigated for possible volcanic sources. The glass shards from those tephra layers were studied for size distribution, texture, and elemental geochemistry to establish chronostratigraphic markers for regional and global Quaternary correlation. The textural features of fine-grained(silty) volcanic glasses suggest the distal source of these tephra deposits. Major element composition with elevated SiO_(2) contents ranging between75%–76% and dominance of K_(2)O(> 4.5%) over CaO(< 0.9%) suggest ashes have originated from siliceous rhyolitic melts, similar to the petrographic composition of tephra from the Toba volcano. The bulk trace element compositions of the same glass shards were comparable with those reported in the youngest Toba tephra reported elsewhere. Likewise, the LREE-dominated chondrite normalized REE profiles of tephra from the Mahanadi basin closely resemble the characteristic REE patterns in Toba ash from other parts of the Indian Ocean and thus confirmed the contribution of the youngest Toba super-eruption for this ash layers. 展开更多
关键词 mahanadi basin Bay of Bengal volcanic glass glass morphology glass-chemistry
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印度Mahanadi盆地井下二叠纪下冈瓦纳岩层的微体植物化石组合(英文)
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作者 Shampa CHAKRABORTY 《古生物学报》 CAS CSCD 北大核心 2003年第1期13-21,共9页
Mahanadi河盆地的冈瓦纳型诸盆地位于印度的近中心地区,呈北西-东南走向分布。Mahanadi主要盆地内的几个重要煤田为Korda煤田,Mand-Raigarh煤田和Ib河煤田。Korda煤田的冈瓦纳系沉积向南东向延伸,经Mand-Raigarh煤田延续至Ib河煤田。Ko... Mahanadi河盆地的冈瓦纳型诸盆地位于印度的近中心地区,呈北西-东南走向分布。Mahanadi主要盆地内的几个重要煤田为Korda煤田,Mand-Raigarh煤田和Ib河煤田。Korda煤田的冈瓦纳系沉积向南东向延伸,经Mand-Raigarh煤田延续至Ib河煤田。Korda和Ib河两个煤田储量巨大,且长期来有小构造活动;而Mand-Raigarh煤田至今很少受到重视,勘探开发晚得多。 文中首次对Mand-Raigarh煤田5个钻孔样品作了孢粉研究,以初现面、相对丰度等为特征,划分出7个孢粉组合带,时代从三叠纪最早期(Talchir组)至二叠纪末期(Raniganj组)。填补了东西两个煤田之间的生物地展研究空白。7个孢粉组合带为: i)Parasaccites-Plicatipollenites assemblage zone(相当于Talchir组), ii)Sulcatisporites-Brevitriletes assemblage zone(相当于下Barakar组), iii)Sulcatisporites-Rhizomaspora assemblage zone(少量Densipollenites存在说明其相当于上Barakar组), iv)Densipollenites-Striatopodocarpites assemblage zone(相当于Barren Measures组), v)Striatopodocarpites-Densipollenites assemblage zone(相当于下Raniganj组), vi)Striatopodocarpites-Densipollenites-Sulcatisporites assemblage zone(相当于上Raniganj组) vii) 展开更多
关键词 mahanadi河盆地 二叠纪 冈瓦纳岩层 微体植物化石 孢粉组合
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印度东部盆地群地质特征、油气成藏与深水区勘探潜力 被引量:5
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作者 秦雁群 张光亚 +4 位作者 计智峰 李志 吴义平 王兴龙 梁旭 《石油勘探与开发》 SCIE EI CAS CSCD 北大核心 2017年第5期691-703,共13页
基于印度东部盆地群区域构造沉积演化、地层充填和油气地质特征,建立深水扇体发育和成藏模式,分析深水区勘探潜力。印度东部被动大陆边缘形成源自东冈瓦纳古大陆裂解,经历了克拉通内裂谷(P_1—T)、东冈瓦纳裂谷(J_1—K_1)、裂后热沉降(K... 基于印度东部盆地群区域构造沉积演化、地层充填和油气地质特征,建立深水扇体发育和成藏模式,分析深水区勘探潜力。印度东部被动大陆边缘形成源自东冈瓦纳古大陆裂解,经历了克拉通内裂谷(P_1—T)、东冈瓦纳裂谷(J_1—K_1)、裂后热沉降(K_2)和被动大陆边缘(K_3—N)4个演化阶段,发育裂后热沉降期末、被动大陆边缘I期末和Ⅱ期末3个明显不整合,形成裂谷期和被动大陆边缘Ⅰ期、Ⅱ期、Ⅲ期4套构造层,被动大陆边缘阶段沉积是盆地群地层主体,形成近岸叠覆型扇复合体、与三角洲有关的断裂坡折部位低位扇和前缘浊积扇两类富油气沉积体系。盆地内发育下二叠统、下白垩统、上白垩统和古近系4套证实的烃源岩,平面分布差异大;发育裂谷期砂岩和碳酸盐岩、裂后热沉降和被动大陆边缘时期三角洲和深水重力流砂岩等多种类型储集层,总体为中孔、低渗条件;油气盖层多、厚度变化大,漂移期多为区域封盖,其他时期则以局部封盖为主;形成上白垩统砂岩、古近系砂岩、新近系砂岩等8个成藏组合。被动大陆边缘阶段深水区油气勘探在平面上应以克里希那和高韦里河流三角洲地区为主,纵向上则以被动大陆边缘阶段与构造相关三角洲砂体、断裂坡折处低位扇、85°E海脊附近和高韦里盆地南部海域近岸扇复合体为重点。 展开更多
关键词 被动大陆边缘 深水油气勘探 深水扇 三角洲 默哈讷迪盆地 克里希那—戈达瓦里盆地 高韦里盆地 印度东部
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Assessment of the fraction of bed load concentration towards the sediment transport of a monsoon-dominated river basin of Eastern India
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作者 KAR Rohan SARKAR Arindam 《Journal of Geographical Sciences》 SCIE CSCD 2023年第5期1023-1054,共32页
Given the challenges of re-creating complex bed load(BL)transport processes in rivers,models are preferred over gathering and examining field data.The highlight of the present research is to develop an approach to det... Given the challenges of re-creating complex bed load(BL)transport processes in rivers,models are preferred over gathering and examining field data.The highlight of the present research is to develop an approach to determine the ungauged bed load concentration(BLC_(u))utilizing the measured suspended sediment concentration(SSC)and hydraulic variables of the last four decades for the Mahanadi River Basin.This technique employs shear stress and SSC equations for turbulent open channel flow.Besides,the predicted BLC_(u)is correlated with SSC using a power relation to estimate BLC_(u)on the river and tributaries.Eventually,different BL functions(BLF)efficiency is assessed across stations.The model predicted BLC_(u)is comparable with the published data for sandy rivers and falls within±20%.Outliers in hydraulic and sedimentological statistics significantly influence estimating the BL fraction apart from higher relative ratios and catchment geology.The constants of power functions are physically linked to sediment transport configuration,mechanism,and inflow to the stream.The stream power-based BLF best predicts the BL transport,followed by shear stress and unit discharge approaches.The disparity in the estimation of BLC_(u)results from station-specific physical factors,sampling data dispersion,and associated uncertainties. 展开更多
关键词 mahanadi River basin ungauged bed load concentration suspended sediment concentration CORRELATIONS bed load functions
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