黄河中下游沿线城市水资源利用效率的时空演变及影响因素

采用超效率DEA模型、GIS空间分析方法、动态面板的系统GMM估计方法对2010—2017年黄河中下游沿线城市水资源利用效率时空格局及影响因素进行分析,结果表明:①黄河中下游沿线城市水资源利用效率整体由2010年的0.70波动下降为2017年的0.67,且区域内70%以上的城市水资源利用效率变动趋势与其一致;②黄河中下游沿线城市水资源利用效率呈"U"型区域两侧相对较高,中间区域相对较低的空间分布态势,且空间分布重心始终位于地理重心的北方;③环境规制、经济发展水平、产业结构优化、技术水平对水资源利用效率呈显著正向影响,农田水利设施建设、城镇化对水资源利用效率呈显著负向影响。研究结论可为黄河流域生态保护与高质量发展的推进提供决策支持。     

Characteristics of Permeability Changes in Bituminous Coal Under Conditions of Stress Variation Due to Repeated Mining Activities

The factors affecting permeability change under repeated mining of coal seams are important study aspects that need to be explored. This study combined various stress variation characteristics of protective seam mining and simplified the stress path of repeated mining in protective seam mines. Based on the results from the bespoke gas flow and displacement testing apparatus, seepage tests for simulated repetitive mining were carried out. The results simulated the actual behavior very well. With any drastic increase in the mining influence, the axial deviation stress in the stress path increased, and the greater the difference in coal permeability during the unloading and stress recovery stage, the more substantial the increase in permeability. The change in coal permeability was significantly influenced by the severity of simulated repeated mining cycles. When the mining stress exceeded a critical value, the permeability of the coal sample increased with the increase in the number of loading and unloading cycles, but the reverse was true when the mining stress was lower than the critical value. The effective sensitivity of seepage to the applied stress decreased with an increase in the number of stress cycles. With a decrease in the deviation stress, that is, with lower severity of mining influence, the effective sensitivity of coal seepage to stress gradually decreased.

     

柴达木低品位固体钾矿溶解转化率与品位关系

我国是缺钾大国,探明的可溶性钾盐十分有限,柴达木盆地是我国盐湖钾盐的聚集地,含水层骨架中含有数亿吨低品位固体钾矿,开发出这些低品位固体钾盐对增加国内钾肥供给,保障粮食安全具有重大意义。青海盐湖工业股份有限公司历经十年开发出低品位固体钾盐的浸泡式溶解转化方法,试验表明,固体钾盐的溶解转化率随固体钾品位的增加而增加,累计溶解转化率为56%～98%。该技术在柴达木多个盐湖得到推广应用,察尔汗盐湖保有固体钾盐达2.96×10~8 t,平均品位KCl为1.24%,根据试验数据回归分析溶解转化率77%,可溶解转化出钾盐(KCl)约2.28×10~8 t,柴达木盆地盐湖保有3.43×10~8 t固体钾盐,平均品位KCl为1.25%,溶解转化率78%,可溶解转化出钾盐(KCl)2.68×10~8 t,大幅度增加了钾盐储备量。     

A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes

ABSTRACT

The spatio-temporal residual network (ST-ResNet) leverages the power of deep learning (DL) for predicting the volume of citywide spatio-temporal flows. However, this model, neglects the dynamic dependency of the input flows in the temporal dimension, which affects what spatio-temporal features may be captured in the result. This study introduces a long short-term memory (LSTM) neural network into the ST-ResNet to form a hybrid integrated-DL model to predict the volumes of citywide spatio-temporal flows (called HIDLST). The new model can dynamically learn the temporal dependency among flows via the feedback connection in the LSTM to improve accurate captures of spatio-temporal features in the flows. We test the HIDLST model by predicting the volumes of citywide taxi flows in Beijing, China. We tune the hyperparameters of the HIDLST model to optimize the prediction accuracy. A comparative study shows that the proposed model consistently outperforms ST-ResNet and several other typical DL-based models on prediction accuracy. Furthermore, we discuss the distribution of prediction errors and the contributions of the different spatio-temporal patterns.     

Quantitative Analysis of Micro-structural Changes in a Bituminous Coal After Exposure to Supercritical CO2 and Water

Natural Resources Research - High-volatile bituminous coal samples were reacted in deionized water with supercritical CO2 (ScCO2–water) under simulated in situ pressure and temperature...     

1990～2010年中国人口收缩区分布的时空格局演变——基于不同测度指标的分析

在人口收缩内涵界定的基础上,采用总人口和劳动力等直接指标结合出生率、老龄化率等间接指标进行综合测度,在地级尺度和县市尺度上分析了1990~2010年中国人口收缩区的数量变化、空间分布及演化特征（由于获取限制,未包含港澳台地区数据）,并对比了不同测度指标和方法之间的差异。主要的研究发现如下：①人口收缩区在数量上有明显的增长,收缩程度呈现出明显加剧趋势;②人口收缩区在中部和西部偏东地区快速扩张,川黔渝地区、长江中游地区、东北地区最为严重;③单一指标在识别人口绝对收缩方面效果较好,而且总人口指标往往比劳动力指标更早的反映一个区域的人口状况;④综合指标测度的方法能够更加全面的判断一个区域的人口发展状况,进而识别出人口处于相对收缩状态的区域;⑤人口收缩在县市尺度上比在地级尺度上表现更为明显,但两者的差异呈缩小趋势。基于以上研究发现,建议政府更加重视区域人口收缩问题及其对社会经济发展的影响。     

Dynamics of the eco-environmental quality in response to land use changes in rapidly urbanizing areas: A case study of Wuhan,China from 2000 to 2018

Journal of Geographical Sciences - The dramatic land use changes that occur in rapidly urbanized areas are important inducement to changes in the eco-environmental quality. Investigating urban land...     

固沙常见锦鸡儿属植物的研究

本文对12种固沙常见锦鸡儿属植物的分类、分布、花粉形态进行了比较研究。确定了柠条锦鸡儿、中间锦鸡儿和小叶锦鸡儿三者的亲缘关系,并认为绢毛锦鸡儿是这12种中最原始种,锦鸡儿属可能正象Komapob所说的,是由一个比较原始的祖先种沿着不同的途径衍化而形成目前的许多种。     

华东中部洞穴的类型与特征

本文将华东中部地区的洞穴划为五种成因类型,并以典型洞穴为例,阐述了各类型洞穴的基本特征。同时,对本区洞穴的形态特征也作了分析。     

川江流域防护林区林地的保护性利用

川江流域防护林区森林地面积仅占全区林地面积的44％,而疏林地、灌木林地、未成林造林地、宜林地等尚需抚育或营造的林地占56％,其中宜林地尚有20％。在分析区内林地利用现状的同时,指出了各类林地的主要土壤类型、主要问题及造林或抚育的难易。着重从森林营造和管理角度,提出了相应的保护林地措施。