COMPARING OF POPULATION SPATIALIZATION MODELS BASED ON LAND USE DATA AND DMSP/OLS DATA RESPECTIVELY: A CASE STUDY IN THE EFFICIENT ECOLOGICAL ECONOMIC ZONE OF THE YELLOW RIVER DELTA
CHEN Qing1,2, HOU Xi-yong1, WU Li1,2
1. Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai 264003, China;
2. University of Chinese Academy of Sciences, Beijing 100049, China
Abstract：In this paper, two models were tried to simulate population distribution in the Efficient Ecological Economic Zone of the Yellow River Delta, in specific, township population census data in 2010 was available, and two population spatialization models were developed at 1 km resolution based on land use data and DMSP/OLS data respectively. The result shows that the linear relationship between population data and land use data or DMSP/OLS data is relatively high (the correlative coefficient R2 is 0.921, 0.920 respectively),however the model based on land use data, which usually should be revised by combing other information such as DEM and traffic network in spatial areas where the terrain varies dramatically or the transportation system is well-developed, is much better than the model based on DMSP/OLS data, especially in counties that have moderate population density. In spite of this, benefited from the positive effect of pixel overflow,the model based on DMSP/OLS data is more suitable for marginal areas of towns and cities where violent gradient of population density is found. In addition, both models perform weakly in less populated regions.
陈晴, 侯西勇, 吴莉. 基于土地利用数据和夜间灯光数据的人口空间化模型对比分析——以黄河三角洲高效生态经济区为例[J]. 人文地理, 2014, 29(5): 94-100.
CHEN Qing, HOU Xi-yong, WU Li. COMPARING OF POPULATION SPATIALIZATION MODELS BASED ON LAND USE DATA AND DMSP/OLS DATA RESPECTIVELY: A CASE STUDY IN THE EFFICIENT ECOLOGICAL ECONOMIC ZONE OF THE YELLOW RIVER DELTA. HUMAN GEOGRAPHY, 2014, 29(5): 94-100.
