soil-organic-carbon

There are 9 repositories under soil-organic-carbon topic.

  • leizhang-geo/CNN-LSTM_for_DSM

    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"

    Language:Python522012

  • Laboratorio-de-Pedometria/mapbiomas-soc

    Annual mapping of soil organic carbon stock in Brazil 1985-present. Training field soil data

    Language:R70221

  • zlxy9892/CNN-LSTM_for_DSM

    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"

    Language:Python7302

  • eupassarinho/soil-carbon-and-spectroscopy-with-PLS-and-LASSO

    R scripts for predicting soil organic carbon using soil spectral library from visible, near-infrared and shortwave-infrared (VNIR) and middle-infrared (MIR) using LASSO and PLS regression methods and the target-oriented cross-validation strategy.

    Language:R5100

  • dbeillouin/Data_Paper_SOC

    Code associated with the dataPaper

    Language:R4300

  • igorkf/soil-carbon-stocks

    How can we get an accurate estimate of carbon stocks across a landscape with minimal ground truth data?

    Language:R1101

  • kaizadp/TES_spatial_access_2021

    This repository contains data and code for the manuscript: Spatial access and resource limitations control carbon mineralization in soils. Kaizad F. Patel et al. doi: 10.1016/j.soilbio.2021.108427

    Language:R123

  • Agri-Hub/CCAI-NeurIPS22-Personalizing

    "Personalizing Sustainable Agriculture with Causal Machine Learning". Best Proposal Paper of "Tackling Climate Change with Machine Learning" Workshop, NeurIPS'22.

    Language:Jupyter Notebook0200

  • SaptarshiVertify/soilify

    Soilify official website

    Language:JavaScript20