predictive-mapping

There are 2 repositories under predictive-mapping 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"
cnn deep-learning lstm digital-soil-mapping geospatial geostatistics predictive-mapping soil soil-organic-carbon pedometrics
Language:Python 44
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"
cnn deep-learning digital-soil-mapping geostatistics lstm soil soil-organic-carbon predictive-mapping
Language:Python 7
leizhang-geo / uncertainty_guided_sampling
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.
digital-soil-mapping environmental-similarity giscience pedometrics predictive-mapping sampling-methods spatial-analysis third-law-of-geography uncertainty
Language:Python 2

leizhang-geo / CNN-LSTM_for_DSM