Yan Li

A Cross-Stage Human-GenAI Collaborative Workflow for Landscape Architecture Design: A Pocket Park Feasibility Study

Research on generative artificial intelligence (GenAI) in landscape architecture has largely focused on individual design stages. Few studies have examined how selected design information can transfer across design stages and how landscape architecture expertise can be incorporat...

Multi-Algorithm Hierarchical Minimum Data Sets for Soil Quality Assessment in the Black Soil Region of Northeast China: A Case Study in Keshan County

The Northeast black soil region is a major grain-producing area in China, where county-scale assessment of topsoil quality is essential for soil conservation and provides a potential indicator framework for regional soil quality monitoring. In this study, 500 composite cultivated...