A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments
Author:
Publisher
Elsevier BV
Subject
Management, Monitoring, Policy and Law,Computers in Earth Sciences,Earth-Surface Processes,Global and Planetary Change
Reference55 articles.
1. Identifying degrees of deprivation from space using deep learning and morphological spatial analysis of deprived urban areas;Abascal;Comput. Environ. Urban Syst.,2022
2. “Domains of deprivation framework” for mapping slums, informal settlements, and other deprived areas in LMICs to improve urban planning and policy: A scoping review;Abascal;Comput. Environ. Urban Syst.,2022
3. Rapport définitif RGPHAE-2013, 418;ANSD (Agence Nationale de la Statistique et de la Démographie),2013
4. Learning with pseudo-ensembles;Bachman,2014
5. Multiple global population datasets: Differences and spatial distribution characteristics;Chen;ISPRS Int. J. Geo-Inf.,2020
Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Optimizing Urban Population Mapping Grid Size Selection Based on Random Forest Regression;IEEE Geoscience and Remote Sensing Letters;2024
2. Are public green spaces distributed fairly? A nationwide analysis based on remote sensing, OpenStreetMap and census data;Geocarto International;2023-11-27
3. Uncertainty analysis of potential population exposure within the coastal lowlands of mainland China;Environmental Research Letters;2023-11-02
4. IDeaMapSudan: Geo-Spatial Modelling of Urban Poverty;2023 Joint Urban Remote Sensing Event (JURSE);2023-05-17
5. Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda;2023 Joint Urban Remote Sensing Event (JURSE);2023-05-17
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3