population change

人口变化
  • 文章类型: Journal Article
    从澳大利亚人中去除的非黑色素瘤皮肤癌(NMSC)的数量每年都在增加。NMSC的死亡人数正在增加,但人口也在增加。然而,随着许多黑皮肤的人移民到澳大利亚,人口发生了很大的变化。这些人即使生活在澳大利亚,患皮肤癌的风险也很低。易感人群是其余的人群。本文研究了自1971年以来整个人口和易感人群的NMSC死亡率。
    方法:澳大利亚人口数据来自澳大利亚统计局(ABS)。每五年在澳大利亚进行一次人口普查,并提供人口的详细信息。澳大利亚统计局还提供了澳大利亚死亡原因的年度数据。
    结果:总人口从1971年的12,755,638增加到2021年的25,738,140。然而,易感人群的增加要少得多,从12,493,780到19,773,783。NMSC的死亡人数从143人增加到765人。易感人群的粗死亡率从每100,000人1.1增加到每100,000人3.9。65岁或以上的易感人群的粗死亡率从9.4增加到18.2/100,000。
    结论:尽管开展了预防皮肤癌的公共卫生运动,但NMSC的死亡人数仍在增加。根据目前的趋势,在澳大利亚,NMSC将比黑色素瘤造成更多的死亡。
    The number of non-melanoma skin cancers (NMSC) removed from Australians is increasing every year. The number of deaths from NMSC is increasing but so is the population. However, the population has greatly changed with many dark-skinned people migrating to Australia. These people are at low risk for skin cancer even if they live all their lives in Australia. The susceptible population is the rest of the population. The death rate from NMSC for the entire population and susceptible populations since 1971 is examined in this article.
    METHODS: Data on the Australian population were obtained from the Australian Bureau of Statistics (ABS). Every five years a census is held in Australia and detailed information of the population is provided. The ABS also provided yearly data on the causes of death in Australia.
    RESULTS: The total population increased from 12,755,638 in 1971 to 25,738,140 in 2021. However, the susceptible population increased by far less, from 12,493,780 to 19,773,783. The number of deaths from NMSC increased from 143 to 765. The crude death rate for the susceptible population increased from 1.1 per 100,000 to 3.9 per 100,000. The crude death rate in the susceptible population aged 65 or more increased from 9.4 to 18.2 per 100,000.
    CONCLUSIONS: Deaths from NMSC are increasing despite public health campaigns to prevent skin cancer. According to current trends, NMSC will cause more deaths than melanoma in Australia.
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  • 文章类型: Journal Article
    虽然喀斯特荒漠化治理地区的生态服务得到了改善,目前尚不清楚人口减少如何通过生态资产影响生态系统服务供给能力。在这项研究中,泰尔-森中位数,回归分析,和方差划分被应用于探索人口变化的联系(观察到的数据和共享的社会经济途径1-代表性的集中途径2.6),生态资产构成(土地利用),质量(归一化植被指数[NDVI]和树高),和生态系统服务在不同时期(人口增长和衰退期)。结果表明,生长期(2000-2038)的种群变化以迁移模式为主。在以人口向外迁移为主的退化生态区(喀斯特荒漠化)中,2000-2020年,森林净扩张15.88%,NDVI和树高分别增长0.57%和54.96%,生态系统服务供给能力提高2.68%。相比之下,在人口迁移的非退化生态区(非喀斯特和喀斯特非荒漠化)中,森林变化率(-5.40%和-23.68%),NDVI(0.49%和0.53%),树高(-8.35%和-31.25%),生态系统服务供给能力(2.04%和2.18%)明显低于退化生态区。在人口下降期间(2039-2100),尽管在生长期两个地区之间的迁移模式被单个地区内的人口下降所取代,人口减少与生态资产和服务供给能力之间仍然存在正相关关系。总的来说,研究发现,涉及向外迁移和下降的人口减少两种方式都可以减轻退化生态区的土地压力,通过调节生态资产来增强生态系统服务供给能力。
    Although ecological services have been improved in karst desertification control areas, it is still unclear how population shrinkage affects ecosystem service supply capability through ecological assets. In this study, Theil-Sen median, regression analysis, and variance partitioning were applied to explore the linkages of population change (observed data and shared socioeconomic pathways 1-representative concentration pathways 2.6), ecological asset composition (land use), quality (Normalized difference vegetation index [NDVI] and tree height), and ecosystem services in different periods (population growth and decline periods). The results showed that the population change during the growth period (2000-2038) was dominated by migration patterns. In degraded ecoregions (karst desertification) dominated by population out-migration, the net expansion of forest was 15.88 % during 2000-2020, NDVI and tree height increased by 0.57 % and 54.96 %, and ecosystem service supply capability increased by 2.68 %. In contrast, in non-degraded ecoregions (non-karst and karst non-desertification) with population in-migration, change rates of forest (-5.40 % and - 23.68 %), NDVI (0.49 % and 0.53 %), tree height (-8.35 % and - 31.25 %), and ecosystem service supply capability (2.04 % and 2.18 %) were apparently lower than degraded ecoregions. During the population decline period (2039-2100), although the migration pattern between two regions during the growth period was replaced by a population drop within a single region, the positive correlation between population shrinkage with ecological assets and service supply capability was still followed. Overall, the study found that both ways of population shrinkage that involve out-migration and decline can alleviate the land pressure of degraded ecoregions, which enhances ecosystem service supply capability by regulating ecological assets.
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  • 文章类型: Journal Article
    时空替代的实践假设,物种或社区对土地利用变化的反应在空间上代表了它们将如何应对相同的变化。时空替代在生态和保护中都常用,但是该假设是否产生可靠的见解仍然没有定论。这里,我们使用北美繁殖鸟类调查(BBS)和全球森林变化(GFC)的数据测试了时空替代,以比较景观尺度森林覆盖对鸟类丰富度和丰度随时间和空间的影响,进行25次时空比较。每个比较包括一个景观,经历了至少20%的森林损失超过19年(临时地点),以及一组15-19种景观(空间站点),它们代表了2019年空间上的森林覆盖梯度,与相应的时间站点随时间的变化相同。在25个比较中,随着时间的推移,观察到的森林和开放栖息地鸟类对森林覆盖的反应通常与它们对空间森林覆盖的反应一致,但是在25个时间斜坡上的影响幅度和方向的变异性要高于25个空间斜坡。平均而言,在25个时空比较中,时空斜率之间的平均差经常与零重叠,这表明空间斜率通常是时间斜率的信息。然而,我们观察到围绕这些平均差异的高度变异性,表明单个空间斜率不能强烈预测其相应的时间斜率。我们建议,我们的结果可以通过其他相关环境因素的年度变化来解释,这些因素会随着时间的推移对人口丰度产生复杂的影响,而这些影响不易被空间快照捕获。虽然不是1:1代理,测量鸟类对空间栖息地数量变化的反应提供了一个想法,说明随着时间的推移,鸟类如何最终平衡到类似的栖息地数量变化。Further,这样的分析有可能用于筛选区域时空错配的情况,在这些情况下,栖息地以外的人口限制因素可能在那里观察到的人口趋势中发挥更重要的作用。本文受版权保护。保留所有权利。
    The practice of space-for-time substitution assumes that the responses of species or communities to land-use change over space represents how they will respond to that same change over time. Space-for-time substitution is commonly used in both ecology and conservation, but whether the assumption produces reliable insights remains inconclusive. Here, we tested space-for-time substitution using data from the North American Breeding Bird Survey (BBS) and Global Forest Change (GFC) to compare the effects of landscape-scale forest cover on bird richness and abundance over time and space, for 25 space-time comparisons. Each comparison consisted of a landscape that experienced at least 20% forest loss over 19 years (temporal site) and a set of 15-19 landscapes (spatial sites) that represented the same forest cover gradient over space in 2019 as experienced over time in their corresponding temporal site. Across the 25 comparisons, the observed responses of forest and open-habitat birds to forest cover over time generally aligned with their responses to forest cover over space, but with comparatively higher variability in the magnitude and direction of effect across the 25 temporal slopes than across the 25 spatial slopes. On average, the mean differences between the spatial and temporal slopes across the 25 space-time comparisons frequently overlapped with zero, suggesting that the spatial slopes are generally informative of the temporal slopes. However, we observed high variability around these mean differences, indicating that a single spatial slope is not strongly predictive of its corresponding temporal slope. We suggest that our results may be explained by annual variability in other relevant environmental factors that combine to produce complex effects on population abundances over time that are not easily captured by snapshots in space. While not being a 1:1 proxy, measuring bird responses to changes in habitat amount in space provides an idea on how birds might be expected to eventually equilibrate to similar changes in habitat amount over time. Further, analyses such as this could be potentially used to screen for cases of regional space-time mismatches where population-limiting factors other than habitat could be playing a more important role in the population trends observed there.
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  • 文章类型: Journal Article
    农业占中国淡水消费量的61%。尽管人口和饮食对用水量有重大影响,对其影响的原因和程度知之甚少。通过应用环境扩展的多区域投入产出模型,在5种情景中估算了中国31个省20个农业部门的蓝色和绿色水足迹的变化。水足迹网络紧密相连,超过50%的省份是蓝水足迹的净进口国,发达省份蓝色和绿色水足迹进口总量的70%,发展中省份蓝色和绿色水足迹出口总量的65%,由经济发达省份驱动和主导的流量分布。研究结果还强调,人口变化对水足迹的影响微不足道,分别为2030年和2050年减少水足迹贡献0.51%和5.78%。种群和膳食结构的同时变化对水足迹的影响高于种群变化,低于膳食结构变化。水足迹变化的主要驱动力是饮食结构的变化,这对水足迹产生了双重影响。首先,它使蓝色和绿色的水足迹分别增加了33%和12%,分别,从而加剧了对生产侧水资源的强制性影响。第二,它导致了从谷物到水果的蓝色和绿色水足迹的主要贡献部门的变化,蔬菜,还有土豆.因此,当人口改变和优化其饮食结构时,必须更加关注水资源的威胁和压力。这将导致更好的科学管理和更有效地利用水资源。
    Agriculture accounts for 61 % of fresh water consumption in China. Although population and diet have a significant impact on water consumption, little is known about the reasons for and extent of their influence. Changes in the blue and green water footprint of 20 agricultural sectors in 31 Chinese provinces were estimated in 5 scenarios by applying the environmentally expanded multi-regional input-output model. The water footprint network is strongly interconnected, with over 50 % of the provinces characterized as net importers of the blue water footprint, 70 % of the total blue and green water footprint imports in developed provinces, and 65 % of the total blue and green water footprint exports in developing provinces, with the flow distribution driven and dominated by economically developed provinces. The findings also highlighted that the impact of population change on the water footprint is insignificant, contributing 0.51 % and 5.78 % to the reduction of the water footprint in 2030 and 2050, respectively. The impact of simultaneous changes in the population and dietary structure on the water footprint was higher than population changes and lower than dietary structure changes. The main force driving changes in the water footprint was changes in the dietary structure, which resulted in a two-fold effect on the water footprint. First, it has increased the blue and green water footprint by 33 % and 12 %, respectively, thus aggravating the coercive impact on water resources on the production side. Second, it has led to a change in the main contributing sectors for the blue and green water footprint from cereals to fruits, vegetables, and potatoes. Therefore, when the population is changing and optimizing its dietary structures, a greater focus must be placed on threats and pressures to water resources. This will result in better scientific management and more efficient use of water resources.
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  • 文章类型: Journal Article
    背景:细颗粒物(PM2.5)对急性心肌梗死(AMI)的影响已得到广泛认可。然而,没有研究全面评估不同气候缓解和人口变化情景下未来PM2.5导致的AMI负担.我们旨在量化PM2.5-AMI关联,并估计山东省2030年和2060年六种综合情景下PM2.5导致AMI事件病例的未来变化。中国。
    方法:收集2017-2019年山东省136个区县每日AMI事件病例和大气污染物数据。使用分布滞后非线性模型进行了两阶段分析,以量化基线PM2.5-AMI关联。通过将拟合的PM2.5-AMI关联与六种综合情景下的预计每日PM2.5浓度相结合,估计了PM2.5引起的AMI事件病例的未来变化。我们使用分解方法进一步分析了驱动PM2.5相关AMI发病率变化的因素。
    结果:在lag05时,PM2.5暴露量每增加10μg/m3,与1.3%的超额风险相关(95%置信区间:0.9%,1.7%)为2017-2019年山东省AMI发病率。在2030年和2060年的情况1-3下,估计PM2.5导致的AMI事件总数将增加10.9-125.9%和6.4-244.6%,而在2030年和2060年的情况5-6下,它们将分别减少0.9-5.2%和33.0-46.2%。此外,由PM2.5引起的女性病例(2030年:-0.3%至135.1%;2060年:-33.2%至321.5%)和老龄化病例(2030年:15.2-171.8%;2060年:-21.5%至394.2%)的百分比增长将完全超过男性病例(2030年:-1.8%至133.2%;2060年:-41.1%至264.3%)和非老龄化病例(2030年:4在2030年和2060年的情况1-3下,人口老龄化是PM2.5相关AMI发病率增加的主要驱动因素,而空气质量的改善可以抵消碳中和和1.5°C目标实施下人口老龄化的负面影响。
    结论:雄心勃勃的气候政策(即,1.5°C的变暖限制和碳中和目标)以及严格的清洁空气政策对于减少山东省空气污染对健康的影响是必要的,中国,无论人口老龄化。
    BACKGROUND: The effects of fine particulate matter (PM2.5) on acute myocardial infarction (AMI) have been widely recognized. However, no studies have comprehensively evaluated future PM2.5-attributed AMI burdens under different climate mitigation and population change scenarios. We aimed to quantify the PM2.5-AMI association and estimate the future change in PM2.5-attributed AMI incident cases under six integrated scenarios in 2030 and 2060 in Shandong Province, China.
    METHODS: Daily AMI incident cases and air pollutant data were collected from 136 districts/counties in Shandong Province from 2017 - 2019. A two-stage analysis with a distributed lag nonlinear model was conducted to quantify the baseline PM2.5-AMI association. The future change in PM2.5-attributed AMI incident cases was estimated by combining the fitted PM2.5-AMI association with the projected daily PM2.5 concentrations under six integrated scenarios. We further analyzed the factors driving changes in PM2.5-related AMI incidence using a decomposition method.
    RESULTS: Each 10 μg/m3 increase in PM2.5 exposure at lag05 was related to an excess risk of 1.3 % (95 % confidence intervals: 0.9 %, 1.7 %) for AMI incidence from 2017 - 2019 in Shandong Province. The estimated total PM2.5-attributed AMI incident cases would increase by 10.9-125.9 % and 6.4-244.6 % under Scenarios 1 - 3 in 2030 and 2060, whereas they would decrease by 0.9-5.2 % and 33.0-46.2 % under Scenarios 5 - 6 in 2030 and 2060, respectively. Furthermore, the percentage increases in PM2.5-attributed female cases (2030: -0.3 % to 135.1 %; 2060: -33.2 % to 321.5 %) and aging cases (2030: 15.2-171.8 %; 2060: -21.5 % to 394.2 %) would wholly exceed those in male cases (2030: -1.8 % to 133.2 %; 2060: -41.1 % to 264.3 %) and non-aging cases (2030: -41.0 % to 45.7 %; 2060: -89.5 % to -17.0 %) under six scenarios in 2030 and 2060. Population aging is the main driver of increased PM2.5-related AMI incidence under Scenarios 1 - 3 in 2030 and 2060, while improved air quality can offset these negative effects of population aging under the implementation of the carbon neutrality and 1.5 °C targets.
    CONCLUSIONS: The combination of ambitious climate policies (i.e., 1.5 °C warming limits and carbon neutrality targets) with stringent clean air policies is necessary to reduce the health impacts of air pollution in Shandong Province, China, regardless of population aging.
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  • 文章类型: Journal Article
    在中国现代化的进程中,促进资源型城市的可持续发展是一个重大的战略问题,现在也成为一个世界性的问题。利用耦合模型验证了2009-2017年中国土地利用净碳通量与经济增长和人口变化的耦合关系。研究首次得出三者之间的耦合度越来越低的结论,相关性逐渐减弱,独立关系越来越突出。利用Tapio解耦模型,得出经济增长率高于土地利用净碳通量增长率的弱脱钩结论,而扩张的负脱钩是人口增长率低于净土地利用碳通量增长率的地方。
    In the process of China\'s modernization, promoting the sustainable development of resource-based cities is a major strategic issue and it has now also become a worldwide issue. This study uses the coupling model to validate the coupling relationship between China\'s land-use net carbon flux and economic growth and population change during 2009-2017. The study for the first time draws the conclusion that the coupling degree among the three is getting lower, the correlation is gradually weaker, and the independent relationship is becoming more and more prominent. Utilizing the Tapio decoupling model, we obtained the weak decoupling conclusion that the economic growth rate is higher than the growth rate of the land-use net carbon flux, while negative decoupling of sprawl is where the rate of population growth is less than the rate of net land-use carbon flux growth.
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  • 文章类型: Journal Article
    在全球人口持续增加的同时,许多高收入国家的总生育率低于更替率,几十年来明显的趋势。这种变化的时间和速度将决定这些国家的年龄分布,导致老年人比例越来越高,改善女性教育和改善避孕手段之间的“人口转变”的既定联系继续降低低收入/中等收入国家的生育率。然而,在未来几十年中,年龄分布的变化将不会像高收入国家那样明显。在一些高收入国家,这些关系现在可能正在发生变化,这些国家在个人层面(在社会的某些部门)和国家层面都更加繁荣,尽管第一胎的年龄持续增加,但与总生育率的增加有关。这些国家的主要驱动因素包括改善免费/低成本儿童保育的提供,带薪育儿假,和更高的父亲对儿童保育的贡献。然而,没有孩子或可能无法完成家庭计划的妇女人数也有所增加。COVID-19和环境因素,包括肥胖率的上升,增加了生育率的压力。对女性生殖衰老现实的可变知识,尤其是男人,也是一个促成因素,这种复杂的混合物也推动了选择性卵子冷冻的增加。
    Although the global population continues to increase, the total fertility rate in many high-income countries (HICs) is below replacement, a trend apparent over several decades. The timing and pace of this change will shape the age distribution in these countries, leading to an increasing proportion of older people. The well-established links of the \"demographic transition\" between improving female education and improved access to contraception continue to drive down the fertility rates in low-/middle-income countries. However, changes in the age distribution will not be as marked as in HICs in the coming decades. These relationships may now be changing in some HICs with greater prosperity at both the personal (in some sectors of society) and national levels, linked to an increase in the total fertility rates despite continuing trends toward older age at first birth. Key drivers in these countries include improved provision of free/low-cost childcare, paid parental leave, and higher paternal contributions to childcare. However, there is also an increase in the number of women who do not have children or who may be unable to complete their family plans. Coronavirus disease 2019 and environmental factors, including the increasing prevalence of obesity, add to pressures on the fertility rates. Variable knowledge of the realities of female reproductive aging, particularly by men, is also a contributing factor, and this complex mix has fueled the increase in the number of elective egg freezing.
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  • 文章类型: Journal Article
    小面积剥夺的措施在针对英国的资源方面发挥了重要作用。英国多重剥夺指数(IMD)是英格兰小面积剥夺的官方衡量标准,已被用于分配数十亿英镑的政府资金。减少剥夺计划的成功只能通过衡量剥夺随时间的变化来评估。此外,这种计划的影响可能部分是一个地区剥夺历史的函数。更一般地说,剥夺的轨迹,不仅仅是它目前的状态,对于了解贫困对生活在贫困地区的人的可能影响很重要。本文结合了IMD的优势,作为基于行政数据的广泛措施(这里,使用2004年,2007年,2010年,2015年和2019年的指数)和从人口普查数据得出的汤森德得分更长的时间(1971年至2011年)。此外,福利申索人的人数数据被用作全国新冠肺炎封锁后失业率的代表。本文确定了1971年至2020年期间小区域贫困和失业的一些主要趋势,并强调了汤森德得分和IMD之间的一些关键异同,并与2020年的失业率变化联系起来。确定了长期被剥夺的地区,并证明了新冠肺炎封锁后的失业与剥夺历史之间的紧密联系。分析用于论证,如果要制定减少空间不平等的有效策略,则应考虑剥夺轨迹。
    Measures of small area deprivation have played a major role in targeting resources in the UK. The English Index of Multiple Deprivation (IMD) is the official measure of small area deprivation in England and it has been used to allocate billions of pounds of government money. The success of schemes to reduce deprivation can only be assessed by measuring changes in deprivation over time. In addition, the effect of such schemes is likely to be a partly a function of the deprivation history of an area. More generally, the trajectory of deprivation, and not just its current state, is important in understanding the likely impacts of deprivation on those who live in deprived areas. This paper combines the strengths of the IMD as a broad-ranging measure based on administrative data (here, using the 2004, 2007, 2010, 2015 and 2019 indices) and the Townsend score derived from Census data for a much longer time period (1971 to 2011). In addition, benefit claimant count data are used as a proxy for unemployment following the national Covid-19 lockdowns. The paper identifies some major trends in small area deprivation and unemployment over the period 1971 to 2020 and it highlights some key similarities and differences between the Townsend score and the IMD and makes links to changes in unemployment in 2020. Areas with very long term deprivation are identified and the strong association between job losses following Covid-19 lockdown and deprivation histories is demonstrated. The analyses are used to argue that deprivation trajectories should be considered if effective strategies for reducing spatial inequalities are to be developed.
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  • 文章类型: Journal Article
    虽然海鸟以在地球上最恶劣的条件下谋生而闻名,他们缓冲不利条件的能力可能会随着生态系统的变化而扩大。人口增长期间,物种之间的重叠可以通过争夺育种或饲养资源来限制种群的增长。人们不太了解的是内在过程在人口减少或环境变化期间所起的作用。我们询问关键的人口统计学参数及其生物物理驱动因素,以了解在最近将大型Adélie企鹅(Pygoscelisadeliae)种群减半期间内在和外在驱动因素的作用。在过去十年中,沿100公里的东南极海岸线的154,000种繁殖鸟类的损失集中在63°E附近,与前几十年的持续增长不同,并且与最近预测持续增长的模型相反。下降最初是由环境条件的变化引起的:更广泛的近岸海冰导致繁殖成功率降低。证据表明,由于较小的队列规模,反馈过程导致新生生存率的反向密度依赖性下降,从而加剧了这种下降。看来,在数量上安全的古老格言可能会塑造羽翼未丰的企鹅的生存机会,如果多年来妥协,可能会在人口减少期间或出现反馈过程时加剧困难。人口统计参数之间可能的相互作用意味着,如果人口统计过程孤立或独立地发挥作用,条件比预期的更不利,负面影响更快。无法在预测人口模型中捕获内在和外在驱动因素,可能意味着气候变化对物种种群的真正影响比预测更严重。这些结果改善了我们对长寿海洋物种迅速下降期间种群调节的理解。
    While seabirds are well-known for making a living under some of the harshest conditions on the planet, their capacity to buffer against unfavourable conditions can be stretched in response to ecosystem change. During population increases, overlap between conspecifics can limit population growth through competition for breeding or feeding resources. What is less well understood is the role that intrinsic processes play during periods of population decline or under a changing environment. We interrogate key demographic parameters and their biophysical drivers to understand the role of intrinsic and extrinsic drivers during a recent near halving of a large Adélie penguin (Pygoscelis adeliae) metapopulation. The loss of 154,000 breeding birds along the 100-km East Antarctic coastline centred around 63°E over the last decade diverges from a sustained increase over preceding decades and is contrary to recent models that predict a continued increase. The decline was initially triggered by changed environmental conditions: more extensive near-shore sea ice caused a reduction in breeding success. The evidence suggests this decline was exacerbated by feedback processes driving an inverse density-dependent decrease in fledgling survival in response to smaller cohort size. It appears that the old adage of safety in numbers may shape the fledgling penguins\' chances of survival and, if compromised over multiple years, could exacerbate difficulties during population decline or if feedback processes arise. The likely interplay between demographic parameters meant that conditions were more unfavourable and negative effects more rapid than would be expected if demographic processes acted in isolation or independently. Failure to capture both intrinsic and extrinsic drivers in predictive population models may mean that the real impacts of climate change on species\' populations are more severe than projections would lead us to believe. These results improve our understanding of population regulation during periods of rapid decline for long-lived marine species.
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  • 文章类型: Journal Article
    描述了澳大利亚当地人口预测的新数据集。这些区域包括澳大利亚统计地理标准的SA3区域,人口大多在30,000到130,000之间。这些预测是从澳大利亚统计局发布的2020年估计居民人口开始的,并延伸到2035年。它们按性别和5岁年龄组提供,最高可达80-84岁,最终年龄组为85岁,并以5年的预测间隔提供。预测是使用合成迁移队列-分量模型编制的,一种新的人口预测模型,比传统的预测模型需要少得多的输入数据,因此涉及更低的成本和生产时间。尽管如此,最近的一项评估显示了可观的预测准确性,比按年龄和性别产生人口的等效简单预测模型更准确。年龄-性别预测仅限于独立的年龄-性别国家预测和当地总人口预测。数据集包括全国的局部区域预测,这些预测在方法上是一致的,输入数据,和由于使用一个模型而产生的投影输出。这在澳大利亚很少见,因为地方预测通常是由各个州/地区政府使用不同的方法编制的,数据源,预测假设(可能受到州/地区人口政策的影响),和时间段。这些全国一致的预测数据应该对广泛的地方区域规划有用,政策,和研究目的,如儿童保育需求,学校入学率,电力和水的使用,老年护理提供,商店和商业网站的选择,生活安排和家庭预测,劳动力预测,和运输建模。
    A new dataset of population projections for local areas of Australia is described. The areas comprise SA3 areas of the Australian Statistical Geography Standard, which mostly range in population between 30,000 and 130,000. The projections are launched from the 2020 Estimated Resident Populations published by the Australian Bureau of Statistics and extend out to 2035. They are available by sex and five year age group up to 80-84 with 85+ as the final age group and in five year projection intervals. The projections were prepared using the synthetic migration cohort-component model, a new model for population projections which requires much less input data than conventional projection models, and therefore involves much lower costs and production time. Despite this, a recent evaluation demonstrated respectable forecast accuracy, and greater accuracy than equivalent simple projection models producing populations by age and sex. The age-sex projections are constrained to independent age-sex national projections and local area projections of total populations. The dataset consists of local area projections for the whole of the country which is consistent in methods, input data, and projection outputs due to the use of one model. This is rare in Australia because local area projections are most commonly prepared by individual State/Territory Governments using different methods, data sources, projection assumptions (which can be influenced by State/Territory population policies), and time periods. These nationally consistent projection data should be useful for a wide range of local area planning, policy, and research purposes, such as childcare demand, school enrolments, power and water usage, aged care provision, store and business site selection, living arrangements and household projections, labour force projections, and transport modelling.
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