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1. global_soil_carbon_turnover_time global_soil_carbon_turnover_time Public

   This repository contains the code used for the analysis in the paper "Zhang et al. Mapping global distributions, environmental controls, and uncertainties of apparent topsoil and subsoil organic ca…

   Jupyter Notebook 4 3

2. GSoilCPM GSoilCPM Public

   Global Soil Carbon Pre-trained Model (GSoilCPM) — a pre-trained global-scale model for supporting regional soil carbon predictions/mapping

   Python

3. Global_Urbanization_Impacts_on_Vegetation Global_Urbanization_Impacts_on_Vegetation Public

   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 world’s cities" publised in Science Ad…

   Jupyter Notebook 11 6

4. CNN-LSTM_for_DSM CNN-LSTM_for_DSM Public

   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-base…

   Python 71 15

5. uncertainty_guided_sampling uncertainty_guided_sampling Public

   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 …

   Python 2

6. ST-CausalConvNet ST-CausalConvNet Public

   A spatiotemporal causal convolutional network for predicting air pollution.

   Python 67 14