Name: Lei Zhang
Type: User
Company: Wageningen University
Bio: Geoscience, Soil and Vegetation, Carbon cycle, Process- and mechanistic-based modelling, Predictive mapping, Remote sensing, Machine learning.
Twitter: lei_zhang_geo
Location: Netherlands
Blog: https://leizhang-geo.github.io
Lei Zhang's Projects
Using CNN-LSTM deep learning model for digital soil mapping. This is the code for paper "Zhang et al. A CNN-LSTM model for soil organic carbon content prediction with long time series of MODIS-based phenological variables"
This repository contains the code used for the analysis in the paper "Zhang et al. global patterns and controls of top- and subsoil organic carbon turnover times".
This repository contains the code used for the analysis in the paper "Zhang et al. Direct and indirect impacts of urbanization on vegetation growth across the worldโs cities" publised in Science Advances
A repository for recording the codes of machine learning algorithms
A spatiotemporal causal convolutional network for predicting PM2.5 concentrations.
This repository contains the code of the sampling method proposed in the paper "Zhang et al. An adaptive uncertainty-guided sampling method for geospatial prediction and its application in digital soil mapping" published in IJGIS.