Lanfa Liu

Crop residue return sustains global soil ecological stoichiometry balance

Ji Liu, Tianyi Qiu, Josep Peñuelas et al. · Global Change Biology · 2023 · 179 citations

Agriculture, Agronomy, Soil Sciences +17

Transfer Learning for Soil Spectroscopy Based on Convolutional Neural Networks and Its Application in Soil Clay Content Mapping Using Hyperspectral Imagery

Lanfa Liu, Min Ji, Manfred F. Buchroithner · Sensors · 2018 · 142 citations · Full text

Agriculture, Earth Sciences, Soil Sciences +17

Identifying Collapsed Buildings Using Post-Earthquake Satellite Imagery and Convolutional Neural Networks: A Case Study of the 2010 Haiti Earthquake

Min Ji, Lanfa Liu, Manfred F. Buchroithner · Remote Sensing · 2018 · 105 citations · Full text

Computing, Computer Science, Computer Vision +16

A Comparative Study of Texture and Convolutional Neural Network Features for Detecting Collapsed Buildings After Earthquakes Using Pre- and Post-Event Satellite Imagery

Min Ji, Lanfa Liu, Runlin Du et al. · Remote Sensing · 2019 · 103 citations · Full text

Computing, Computer Science, Geoinformatics +17

SALT: A multifeature ensemble learning framework for mapping urban functional zones from VGI data and VHR images

Hao Wu, Wenting Luo, Anqi Lin et al. · Computers Environment and Urban Systems · 2022 · 63 citations

Computing, Geoinformatics, Urban Planning +17