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An empirical assessment of human development through remote sensing: Evidences from Italy

机译:通过遥感对人类发展的实证评估:来自意大利的证据

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摘要

The Human Development Index (HDI) based on life expectancy, education and per-capita income, is one of the most used indicators of human development. However, undeniable problems in data collection limit between-countries comparisons reducing the practical applicability of the HDI in official statistics. Elvidge et al. (2012) proposed an alternative index of human development (the so called Night Light Development Index, NLDI) derived from nighttime satellite imagery and population density, with improved comparability over time and space. The NLDI assesses inequality in the spatial distribution of night light among resident inhabitants and has proven to correlate with the HDI at the country scale. However, the NLDI presents some drawbacks, since similar NLDI values may indicate very different levels of human development. A modified NLDI overcoming such a drawback is proposed and applied to assessment of human development at 3 spatial scales (the entire country, 5 geographical divisions and 20 administrative regions) in Italy, a country with relevant territorial disparities in various socioeconomic dimensions. The original and modified NLDI were correlated with 5 independent indicators of economic growth, sustainable development and environmental quality. The spatial distribution of the original and modified NLDI is not coherent with the level of human development in Italy being indeed associated with various indexes of environmental quality. Further investigation is required to identify in which socioeconomic context (and at which spatial scale) the NDLI approach correctly estimates the level of human development in affluent countries. (C) 2017 Elsevier Ltd. All rights reserved.
机译:基于预期寿命,教育和人均收入的人类发展指数(HDI)是人类发展最常用的指标之一。但是,数据收集中不可否认的问题限制了国家之间的比较,从而降低了人类发展指数在官方统计中的实际适用性。 Elvidge等。 (2012年)提出了一种人类发展的替代指数(即所谓的夜灯发展指数,NLDI),该指数是根据夜间卫星图像和人口密度得出的,具有随时间和空间变化的可比性。 NLDI评估了居民中夜灯空间分布的不平等性,并已证明与国家规模的HDI相关。但是,NLDI存在一些缺点,因为相似的NLDI值可能表示人类发展水平差异很大。提出了一种克服这种缺陷的改进的NLDI,并将其应用于意大利3个空间尺度(整个国家,5个地理区域和20个行政区域)的人类发展评估,该国在各个社会经济方面都有相关的领土差异。原始和修改后的NLDI与经济增长,可持续发展和环境质量的5个独立指标相关。原始和修改后的NLDI的空间分布与意大利人类的发展水平并不一致,而后者确实与环境质量的各种指标相关。需要进行进一步的调查,以确定NDLI方法在哪种社会经济背景下(以及在哪个空间尺度上)正确估计富裕国家的人类发展水平。 (C)2017 Elsevier Ltd.保留所有权利。

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