路虽远行则将至，事虽难做则必成。漫漫长路，必见曙光。《荀子•修身》
卷积神经网络和随机森林的城市房价微观尺度制图方法
ABSTRATChina’s rapid urbanization has caused a large number of migrants to move to the city, which has also led to housing shortages. Rapid access to
Cross-sectional associations between long-term exposure to particulate matter and depression
ABSTRATBackground: Although numerous studies have speculated about the direct and indirect linkage between longterm air pollution (i.e., PM2.5) concen
Detecting clusters over intercity transportation networks
ABSTRATIntercity transportation infrastructures and services determine the depth and breadth of the spatial interactions among cities within an urban
Deep Sparse Semantic Modeling Framework for High Spatial Resolution Image Scene Classification
AbstractHigh spatial resolution (HSR) imagery scene classification, which involves labeling an HSR image with a specific semantic class according to t
Land-cover mapping using Random Forest and incorporating NDVI time-series and texture
AbstractLand-cover mapping in complex farming area is a difficult task because of the complex pattern of vegetation and rugged mountains with fast-flo
Temporal and Spatial Analyses of the Landscape Pattern of Wuhan City Based on Remote Sensing Images
AbstractWith the acceleration of the process of building a national-level central city in Wuhan, the landscape pattern of the city has undergone treme
Multiple intra-urban land use simulations and driving factors analysis: a case study in Huicheng
AbstractSimulations of intra-urban land use changes have gradually attracted more attention as these approaches are extremely helpful in regard to dec
Urban growth simulation by incorporating policies into a CA-based future land-use simulation model
AbstractUrban land-use change is affected by urban planning and government decision-making. Previous urban simulation methods focused only on planning
Mining transition rules of CA for simulating urban expansion by using the deep learning techniques
AbstractAlong with the gradually accelerated urbanization process, simulating and predicting the future pattern of the city is of great importance to
人口集聚对中国城市经济增长的影响分析
摘要人口集聚是新经济地理学关注的焦点，由于连续年份城市建设用地数据难以获取等原因，目前仍无法明确人口集聚是否促进了中国城市经济增长。采用消除连续年份时空异质性的DMSP/OLS夜间灯光数据方法所提取的建设用地等数据，通过构建人口密度影响地均收入水平的理论模型，分析2005-2013年间人口集聚对中国
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