Carbon neutrality have become a consensus for all of humanity [1],[2]. As of April, 2023, 132
countries have announced carbon neutrality targets [3]. To achieve carbon neutrality, efforts …

Megacities exploit enormous amounts of lands from outside of the city boundary. However,
there is a large knowledge gap in the impact of socioeconomic activities associated land …

Quantifying current carbon emissions their fine scale spatial distribution is necessary to
improve carbon emission management, requirements, and emission reduction strategies of …

Urban land is the primary scene for manufacturing and services providing, through which the
economic activities and trade flows amplify and cascade, interacting the natural and human …

The globally massive land-use changes associated with unprecedented urbanization rate
are leading to prodigious quantities of carbon emissions. Nonetheless, the dynamics of land …

The high degree of urbanization and economic development in the United States has
intensified competition for land resources, leading to land use conflicts and environmental …

Urban land is a fundamental but scarce resource that carries intensive human socio-
economic activities. The demographic decline and housing vacancy issues that emerged …

Land is the foundation of human survival and well-being. It is important to investigate the
land uses of economic sectors and recognize critical supply chain activities influencing land …

The area with the highest concentration of carbon emission activities is construction land.
However, few studies have been conducted that investigated the different effects of various …

Keywords: agent-based modeling; big data; data analytics; geographic information systems
(GIS); industrial ecology; machine learning (ML) EN agent-based modeling big data data …