代表性人口空间分布数据集的精度评价——以2010年广东省为例   总被引：1，自引：0，他引：1  

林丹淳  谭敏  刘凯  柳林  朱远辉 《热带地理》2020,40(2):346-356

以人口密度差异显著的广东省为研究区,比较Worldpop、GPW v4和2种中国公里网格人口分布数据集的空间分布一致性,并以第六次全国人口普查数据为真值,按人口密度分为高、中、低3组,从误差的数值分布和空间分布两方面定量评价4种数据集的精度,最后讨论估算误差的可能来源及数据适用性。结果表明,4种网格人口数据集中Worldpop整体精度最高,且在人口密集区的精度也是最高;GPW v4在低人口密度和中人口密度区域精度略高于Worldpop,但对镇街内人口分布细节刻画不够详细;2种中国公里网格人口分布数据集精度较前两者低,主要受空间化方法和模型变量的选择所限制。Worldpop适合用于人口密度中等及人口密度高区域的精细化研究,GPW v4适合用于长时序、最小研究单元大于镇街的研究,第一种中国公里网格人口分布数据集适合用于需要考虑镇街内人口分布和空间异质性的研究,第二种中国公里网格人口分布数据集适用于需要考虑人口分布细节和空间格局变化的长时序研究。  相似文献   

Comparison of life-history parameters and effectiveness in competition with Moina macrocopa between two Keratella tropica morphs     

《Limnologica》2020

Competition and predation are the two major biotic interactions in zooplankton community. Various rotifer species exhibit polymorphism in lorica and spine morphology in the presence of predators and competitors, which effectively increases their defence competition capacity. This study compared life-history parameters between long-spined morph (LSM) and short-spined morph (SSM) of Keratella tropica at three temperatures. The results showed that both morphs showed significantly higher intrinsic rate of population increase at 25 °C than those at 20 °C and 30 °C. The intrinsic rate of population increase was significantly lower in LSM than SSM at 25 °C and 30 °C, and the net reproductive rate was significantly lower in LSM than SSM at 30 °C. These results suggested that K. tropica had cost on development of long spines, which, however, was dependent on temperature. Moreover, the competition outcome of LSM and SSM with Moina macrocopa were investigated at three densities of Scenedesmus obliquus (0.5 × 10⁶, 1.0 × 10⁶ and 2.0 × 10⁶ cells/mL) and three initial densities of M. macrocopa (0.1, 0.3 and 0.9 ind./mL), revealing that both LSM and SSM populations decreased significantly at all tested algal densities and Moina levels. LSM showed higher population growth rate than SSM at lower algal density (0.5 × 10⁶ cells/mL) and higher Moina densities (0.3 and 0.9 ind./mL), which suggested that LSM could be more effective to defend M. macrocopa. Three-way analysis of variance showed no significant effects of algal density on population growth rate of K. tropica, but interaction between algal density and M. macrocopa density significantly affected its population growth rate.  相似文献   

1961—2010年中国气候生产潜力时空格局变化及其潜在可承载人口分析     

徐雨晴  周波涛  於琍  徐影 《气象与环境学报》2019,35(2):84-91

以气温、降水格点数据为基础,采用Thornthwaite Memorial模型计算了中国气候生产潜力(CPP),并从气候的角度估算了耕地上气候资源潜在可承载的人口数,以便增强了解气候变化的影响及气候资源最大人口支撑能力。结果表明:1961—2010年中国CPP总体呈突变性增加趋势,1987年为突变点,年最低、最高及平均值分别为689. 18、814. 56和744. 05 g·m^-2·a^-1。空间上呈现出从西北向东南逐渐递增的带状分布,其中高值区主要分布在华南大部,最高值达2103. 56 g·m^-2·a^-1;低值区主要分布在西、北部地区,最低值为39. 28 g·m^-2·a^-1。2001—2010年中国大部分地区CPP年平均值相对于1961—2010年多年平均值变化幅度不大,变化比例高的地区基本上分布于中国西、北部,其中增加的区域达82%,主要分布在华东地区、新疆西部、西藏北部及青海大部,远大于缩减的区域(17%)。1995—2010年,基于公里网格的耕地气候潜在可承载人口为46—2180人·km^-2,全国平均值最低的年份为1130人·km^-2,对应的实际人口为0—49729人·km^-2,全国平均值均不高于137人·km^-2;全国实际总人口为11. 43—13. 04亿,耕地气候潜在可承载总人口为19. 72—20. 22亿,前后比值为58%—65%。这表明,中国耕地生产力未达到气候生产潜力,尚有一定的开发潜力;实际人口在中国大部分地区均没有超出气候资源潜在可承载的最大人口,然而在少数省市(如生态环境脆弱的青海省以及经济发达的大城市及沿海地区)已超出。  相似文献   

我国沿海棘头梅童鱼（Collichthys lucidus）群体遗传结构的AFLP分析   总被引：2，自引：0，他引：2       下载免费PDF全文

郑德锋  赵金良  周文玉  严骏骢 《海洋与湖沼》2011,42(3):443-447

利用AFLP技术分析了我国沿海棘头梅童鱼8个地理群体（山东荣成、江苏南通、启东、上海芦潮港、浙江温州、瑞安、福建福州和广州番禺）的遗传结构特征。10对引物组合在8个群体160尾个体中共扩增出272个位点,多态位点72个,多态位点比例为26．47％。8个地理群体的多态位点比例、Nei遗传多样性指数分别为8．82％-15．...  相似文献   

Inter-basin movements of Mediterranean sperm whales provide insight into their population structure and conservation     

A. Frantzis  S. AiroldiG. Notarbartolo-di-Sciara  C. JohnsonS. Mazzariol 《Deep Sea Research Part I: Oceanographic Research Papers》2011,58(4):454-459

The sperm whale is one of the very few deep diving mammal species in the Mediterranean Sea. Following a rare mass stranding of male sperm whales in the Adriatic Sea in December 2009, photo-identification methods were used in order to investigate previous sightings of the stranded whales in the region. Fluke photos of the stranded whales were compared with those of 153 and 128 free-ranging individuals photographed in the western and eastern Mediterranean basins, respectively. Three out of the seven stranded whales had been previously photo-identified and some of them more than once. To reach the stranding place, two of these re-identified whales performed long-range inter-basin movements of about 1600-2100 km (in a straight line) either through the Strait of Sicily or the Strait of Messina. In addition, comparisons among all whales photographed in the two Mediterranean basins revealed that one more individual first photographed in the western basin (1991) was re-identified 13 years later in the eastern basin (2004). These three cases provide the first conclusive evidence of inter-basin movement of sperm whales in the Mediterranean Sea. Inter-basin gene flow is important for the survival of the small and endangered Mediterranean sperm whale population. Mitigating the disturbance created by human activities in the straits area is crucial for its conservation.  相似文献   

Population dynamics and tolerance to desiccation in a crustacean ostracod adapted to life in small ephemeral water bodies   总被引：1，自引：0，他引：1  

Josep A. Aguilar-Alberola  Francesc Mesquita-Joanes 《Limnologica》2011,41(4):348-355

Given their small size, isolation and unpredictability, temporary rockpools present high environmental stress and impoverished communities of species that have adapted to such stressful conditions. Special adaptations of the invertebrates living in these habitats include tolerance to desiccation and fast ontogenetic development in order to maintain stable populations and face high risk of extinction. Dozens of small rockpools (mostly with Ø < 1 m) can be found in east Spain on limestone substrate, where the only known Iberian populations of Heterocypris bosniacaPetkovski et al. (2000), an ostracod species with geographic parthenogenesis, have been recently found. In this survey, two of these rockpools have been monitored during the main hydroperiod between the fall of 2005 and summer 2006 to test the ability of H. bosniaca parthenogenetic populations to face unpredictable hydroperiod dynamics. Pools were visited weekly, and limnological data and ostracod samples were obtained from either water or substrate in dry periods. Ostracod individuals were counted and assigned to growth instars to monitor population changes. In the laboratory, experimental cultures allowed the estimation of survival dependence on the substrate desiccation rate. Throughout the hydrological cycle studied, several hatching periods were observed, usually preceded by desiccation, followed by substrate hydration and water dilution by rain. The demographic changes observed indicate that H. bosniaca populations are able to persist in intermittently inundated environments and produce several generations per annual hydrological cycle. In addition, adult individuals were able to survive in the wet mud of dry pools for longer than five weeks. The experimental data suggest a lower average survival time when exposed to desiccation processes, and that the velocity of substrate water loss is a determining factor for the survival rate of ostracods resisting dry events in temporary ponds. As shown by ostracods’ life histories in temporary aquatic environments undergoing unpredictable desiccation events, a combined strategy of adult tolerance to short periods of water scarcity and rapid hatching from resting egg banks can be advantageous for the monopolization of small-sized ephemeral habitats.  相似文献   

Soil quality and human migration in Kenya and Uganda     

Clark L. Gray 《Global Environmental Change》2011,21(2):421-430

Soil degradation is widely considered to be a key factor undermining agricultural livelihoods in the developing world and contributing to rural out-migration. To date, however, few quantitative studies have examined the effects of soil characteristics on human migration or other social outcomes for potentially vulnerable households. This study takes advantage of a unique longitudinal survey dataset from Kenya and Uganda containing information on household-level soil properties to investigate the effects of soil quality on population mobility. Random effects multinomial logit models are used to test for effects of soil quality on both temporary and permanent migration while accounting for a variety of potential confounders. The analysis reveals that soil quality significantly reduces migration in Kenya, particularly for temporary labor migration, but marginally increases migration in Uganda. These findings are consistent with several previous studies in showing that adverse environmental conditions tend to increase migration but not universally, contrary to common assumptions about environmentally-induced migration.  相似文献   

Multitemporal settlement and population mapping from Landsat using Google Earth Engine     

《International Journal of Applied Earth Observation and Geoinformation》2015

As countries become increasingly urbanized, understanding how urban areas are changing within the landscape becomes increasingly important. Urbanized areas are often the strongest indicators of human interaction with the environment, and understanding how urban areas develop through remotely sensed data allows for more sustainable practices. The Google Earth Engine (GEE) leverages cloud computing services to provide analysis capabilities on over 40 years of Landsat data. As a remote sensing platform, its ability to analyze global data rapidly lends itself to being an invaluable tool for studying the growth of urban areas. Here we present (i) An approach for the automated extraction of urban areas from Landsat imagery using GEE, validated using higher resolution images, (ii) a novel method of validation of the extracted urban extents using changes in the statistical performance of a high resolution population mapping method. Temporally distinct urban extractions were classified from the GEE catalog of Landsat 5 and 7 data over the Indonesian island of Java by using a Normalized Difference Spectral Vector (NDSV) method. Statistical evaluation of all of the tests was performed, and the value of population mapping methods in validating these urban extents was also examined. Results showed that the automated classification from GEE produced accurate urban extent maps, and that the integration of GEE-derived urban extents also improved the quality of the population mapping outputs.  相似文献   

Integration of nighttime light remote sensing images and taxi GPS tracking data for population surface enhancement     

Bailang Yu  Ting Lian  Yixiu Huang  Xinyue Ye  Zuoqi Chen 《International journal of geographical information science》2019,33(4):687-706

The population distribution grid at fine scales better reflects the distribution of residents and plays an important role in investigating urban systems. The recent years have witnessed a growing trend of applying the nighttime light data to the estimation of population at micro levels. However, using the nighttime light data alone to estimate population may cause the overestimation problem due to excessively high light radiance in specific types of areas such as commercial zones and transportation hubs. In dealing with this issue, this study used taxi trajectory data that delineate people’s movements, and explored the utility of integrating the nighttime light and taxi trajectory data in the estimation of population in Shanghai at the spatial resolution of 500 m. First, the initial population distribution grid was generated based on the NPP-VIIRS nighttime light data. Then, a calibration grid was created with taxi trajectory data, whereby the initial population grid was optimized. The accuracy of the resultant population grid was assessed by comparing it with the refined survey data. The result indicates that the final population distribution grid performed better than the initial population grid, which reflects the effectiveness of the proposed calibration process.  相似文献   

基于手机位置数据的四川九寨沟7.0级地震人流分析     

李东平  黄乐  陈海鹏  刘倩倩 《中国地震》2017,33(4):602-612

2017年8月8日四川九寨沟7.0级震后,浙江省地震局利用大数据采集了1031.99万条手机位置记录和4.46万个空间格网位置。本文结合24hr连续定位的手机数据,使用手机位置数据分别对九寨沟灾区人口从时间和地理维度上进行了量化分析,估计了多维人口分布的偏差,同时,探讨了剔除微观误差数据用户来估算灾区通讯基站退服分布的方法。该项工作为震后快速获取灾区人口实时动态分布提供了有效途径,同时也为地震灾害评估提供了较准确的依据。  相似文献