City size and employment dynamics in China: Evidence from recruitment website data

This article explored China's urban employment dynamics with particular focus on the city size effect.Big data derived from the largest recruitment website were used to ex-amine the direct and indirect impacts of city size on employment demand by using mediating and moderating models.We also investigated the roles of the government and location fac-tors which have seldom been considered in literature.Results showed that the concentration degree of new jobs is higher than that of stock employment and population across cities,implying a path dependency mechanism of job creation and employment expansion.Mean-while,numerous job posts in inland central cities are probably a symptom of more even dis-tribution of employment in future China.Econometric models further verified the significant correlation between city size and job creation.Moreover,industrial diversity,fixed asset in-vestment,and spatial location have heterogeneous effects on employment demand in cities of different sizes and different levels of administration.These results can not only deepen our understanding of the crucial role of city size in urban employment growth but also demon-strate the future trend of labor and population geography of China.Policy implications are then proposed for job creation in cities of China and other developing countries.     

黔西比德-三塘向斜煤层气藏特征及甜点区段

黔西比德-三塘向斜煤层气藏主要赋存于龙潭组Ⅰ、Ⅱ、Ⅲ 3个煤组中,其中Ⅰ煤组6#和7#煤层、Ⅱ煤组16#和17#煤层、Ⅲ煤组20#、23#、27#、30#煤层分布稳定。煤层埋深受向斜构造控制明显,比德次向斜近轴部地区可达1500 m;煤岩以高变质的瘦煤、贫煤和无烟煤为主,最大镜质体反射率自西向东、由北到南逐渐增大;煤岩对甲烷吸附能力普遍较高（兰氏体积,18.32~39.32 m3/t）,区域上受煤变质程度影响显著;原位埋深条件下,煤岩渗透率较低,煤层含气量整体较高,平均10~15.78 m3/t,含气饱和度普遍大于50%。结合该地区多层合采效果发现,比德次向斜埋深超过800 m的气井产气效果差,珠藏和三塘次向斜煤层气开发地质条件较好,其中珠藏向斜Ⅲ煤组4套主力煤层（煤层间距小于60 m）为潜在的高产优质储层。     

测井解释中煤层含气量评价方法对比研究

随着煤层气勘探的不断深入,对煤层含气量预测精度提出了更高的要求。基于煤层含气量测井响应特征,分析测井参数与含气量的相关性,提出MIV（Mean Impact Value）技术与LSSVM（Least Squares Support Vector Machine）结合的测井参数优选策略,优选最优测井参数作为网络建模的输入自变量组合,通过粒子群算法优化LSSVM网络核心参数,最后构建一套适用于煤层含气量预测的MIV-PSO-LSSVM模型。在此基础上,分别对比分析LSSVM、PSO-LSSVM、MIV-LSSVM和MIV-PSO-LSSVM模型对煤层含气量的预测性能,并与传统多元回归方法进行了对比,利用拟合优度和均方根误差对此5类模型进行评价。结果表明：PSO优化下的LSSVM模型预测精度得到有效提升,结合MIV方法优选测井参数可大幅度改善神经网络建模性能,MIV-PSO-LSSVM模型可实现煤层含气量高精度预测,为煤层气勘探及其储层评价提供新的技术支撑,且本研究的建模策略及思想可广泛应用于其他机器学习建模研究领域。     

复杂风况条件下戈壁输沙量变化规律的研究

 戈壁输沙量与输沙势的定量关系一直是风沙地貌及风沙工程的关键科学问题之一。对莫高窟顶戈壁输沙量的长期监测（2008年5月至2009年4月）结果表明,窟顶戈壁输沙势为129VU,窟顶北侧的总输沙量约905 kg·m-1左右。其中,偏东风输沙量达500 kg·m-1,偏西风输沙量达320 kg·m-1。当风速大于11 m·s-1时,戈壁风沙发生长距离的输送,偏西风可将265 kg·m-1的沙量输送到窟区,偏东风可将410 kg·m-1的沙量吹回到鸣沙山。根据本区偏东风强盛,且偏东风戈壁输沙量大于偏西风输沙量的特点,提出了以固为主,输导结合的莫高窟风沙防治的主导思路。认为在窟顶构建一个既能阻截沙物质,又能对阻截的沙物质进行输导的人工戈壁床面是完全可行的。     

Effect of farmland expansion on drought over the past century in Songnen Plain,Northeast China

The effects of human activities on climate change are a significant area of research in the field of global environmental change. Land use and land cover change(LUCC) has a greater effect on climate than greenhouse gases, and the effect of farmland expansion on regional drought is particularly important. From the 1910 s to the 2010 s, cultivated land in Songnen Plain increased by 2.67 times, the area of cultivated land increased from 4.92×10~4 km~2 to 13.14×10~4 km~2, and its percentage of all land increased from 25% to 70%. This provides an opportunity to study the effects of the conversion of natural grassland to farmland on climate. In this study, the drought indices in Songnen Plain were evaluated from the 1910 s to the 2010 s, and the effect of farmland expansion on drought was investigated using statistical methods and the Weather Research and Forecasting Model based on UK's Climatic Research Unit data. The resulting dryness index, Palmer drought severity index, and standardized precipitation index values indicated a significant drying trend in the study area from 1981 to 2010. This trend can be attributed to increases in maximum temperature and diurnal temperature range, which increased the degree of drought. Based on statistical analysis and simulation, the maximum temperature, diurnal temperature range, and sensible heat flux increased during the growing season in Songnen Plain over the past 100 years, while the minimum temperature and latent heat flux decreased. The findings indicate that farmland expansion caused a drying trend in Songnen Plain during the study period.     

台风“杜苏芮”(2305)引发福建极端强降水的特征分析

台风“杜苏芮”（2305）是1949年至2023年9月登陆福建第2强台风,引发福建极端强降水。利用双偏振雷达、FY-4A等多源观测资料分析了福建强降水发展的主要特征,指出2个明显的降水阶段分别由台风眼壁与内螺旋雨带、台风外螺旋雨带造成。“杜苏芮”登陆后眼壁附近中β尺度对流云团发展,云团低层以大雨滴为主,对流云团分裂进入内螺旋雨带中发展为线状对流,数密度更高的较大雨滴产生极端雨量。而台风移出福建后外螺旋雨带后部对流组织化,形成带状中尺度对流系统,通过“列车效应”持续影响福建沿海,产生极端强降水,高浓度小雨滴是主要的云微物理特征。降水与鹫峰山、戴云山地形密切相关,向东开口的喇叭口地区利于形成强降水中心。     

南海北部陆架早—中中新世古珠江河道发育特征及汇流冲刷模式

河道体系是侵蚀和沉积物搬运的重要通道,控制了大陆边缘源汇体系中砂体总体的输送和分布格局,并可有效指示古代构造活动、物源供给、气候变迁和海平面变化等丰富地质信息。研究基于高分辨率的三维地震、钻测井资料,结合层序划分方法和地震沉积学综合分析手段,揭示了南海北部珠一坳陷早—中中新世古珠江分流河道体系的类型和展布特征,并且以典型层序为例精细揭示了海平面变化控制下河道类型由辫状向曲流的转换。同时,在研究区地震剖面上识别到多处异常下切现象,经研究可解释为辫状河道内的汇流冲刷,其典型特征为：① 下切深度局部增大;② 平面近似圆形或椭圆形;③ 内部为砂质充填。虽然汇流冲刷结构在地震剖面特征上与“传统”意义的下切谷极易混淆,但在沉积特征和成因上存在较大差别,因此,对它的识别有助于避免层序界面的错误判别,并且其后期充填的河道砂体具有局限分布的特点,易于在后期海侵泥岩的覆盖下形成潜在的岩性圈闭新类型。     

渤海湾表层沉积物重金属与污染评价

用原子吸收法测定了渤海湾表层沉积物中重金属的含量,同时用2种评价方法对该海域底质环境进行了评价。结果表明:沉积物中汞、锌含量平均值超过标准,其余项目未发现超标;其分布特征由于受沿岸不同污染源的污染影响,重金属污染物难以形成一定规律的分布状态。同时该海域底质环境质量总指数已达到污染程度和很强的生态危害,其中主要污染元素是Hg,已达重污染,并形成极强的生态危害。     

TOC-IRMS联用在线高温氧化测定溶解有机碳稳定同位素组成的方法研究

本研究利用总有机碳分析仪联用稳定同位素质谱仪(TOC-IRMS)技术,探讨了高温氧化法测试水体中溶解有机碳(Dissolved Organic Carbon, DOC)含量及稳定碳同位素组成。根据溶解有机碳的组成特征,从氧化难易程度、分子结构等方面选取5种可溶于水的化合物：咖啡因、葡萄糖、邻苯二甲酸、乙酸钾和腐殖酸钠,配置成DOC溶液。通过改变溶液碳含量、氧化温度、通氧量大小,载气流速等参数,研究不同实验条件对DOC碳转化率及δ¹³C值的影响。TOC-IRMS在氧化温度850℃,通氧时长20 s(流速10 cm³/min),载气流速80 cm³/min的条件下,测得5种化合物不同浓度DOC溶液的平均碳转化率为95.69%～103.57%;δ¹³C值与标定参考值基本一致,差值范围为-0.82‰～0.55‰。在上述实验条件下,测得不同类型水样的DOC含量相对标准偏差小于3.7%,δ¹³C值的标准偏差小于0.2‰,结果表明TOC-IRMS联用在线高温氧化法测定不同类型水样的DOC含量...     

Sedimentary characteristics and genetic mechanism of the giant ancient pockmarks in the Qiongdongnan Basin,northern South China Sea

In the late Miocene, giant ancient pockmarks, which are fairly rare globally, developed in the Qiongdongnan Basin. In this paper, to determine the sedimentary characteristics and genetic mechanism of these giant ancient pockmarks in the Yinggehai Formation of the Qiongdongnan Basin, based on high-resolution 3D seismic data and multiattribute fusion technologies, we analyzed the planar distribution and seismic facies of the ancient pockmarks and compared the characteristics of the ancient pockmar...