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"
☆95Mar 7, 2024Updated 2 years ago
Alternatives and similar repositories for CNN-LSTM_for_DSM
Users that are interested in CNN-LSTM_for_DSM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Spatio-temporal Framework for Soil Property Prediction with Digital Soil Mapping (DSM)☆55Oct 14, 2025Updated 7 months ago
- 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 c…☆13Jul 26, 2022Updated 3 years ago
- CMIP6 climate data extraction and treatment by multi-polygon shapefile using ESGF NetCDF and WORLDCLIM datasets☆11Sep 25, 2021Updated 4 years ago
- Spatial cross-validation in Python.☆48May 19, 2024Updated 2 years ago
- ☆13Aug 22, 2025Updated 9 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- SOMOSPIE (Soil Moisture Spatial Inference Engine) consists of a Jupyter Notebook and a suite of machine learning methods to process input…☆16Sep 16, 2025Updated 8 months ago
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆27Mar 27, 2022Updated 4 years ago
- Simple ggplot2 function for plotting soil textural data☆29Feb 17, 2026Updated 3 months ago
- A System of Soil Classification for Making and Interpreting Soil Surveys☆20May 4, 2026Updated 3 weeks ago
- Machine Learning algorithms for spatial and spatiotemporal data☆221Mar 9, 2021Updated 5 years ago
- R scripts for sampling for digital soil mapping☆17Dec 11, 2021Updated 4 years ago
- Scikit-learn applied to mapping and spatial prediction☆60May 13, 2026Updated 2 weeks ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Aug 21, 2022Updated 3 years ago
- S4SS: Statistics for Soil Survey☆38May 6, 2026Updated 3 weeks ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Quantification of global drought recovery probability based on Vine Copula☆19Jan 25, 2024Updated 2 years ago
- Soil Health Data Cube for Europe☆14Jul 24, 2025Updated 10 months ago
- Farm Scale Soil Moisture using Remote Sensing and Water Budget Products☆23Mar 30, 2024Updated 2 years ago
- Repository of the code used the publication titled: "Exploring the impact of noise on hybrid inversion of PROSAIL RTM on Sentinel-2 data☆14Mar 5, 2021Updated 5 years ago
- This repository is used for the paper "A Hybrid Cellular Automata Model Integrated with Deep Learning for Dynamic Spatio-temporal Land Us…☆15Sep 5, 2020Updated 5 years ago
- An object-oriented Agent Based Model for land use/land cover change and multisector dynamics☆18Mar 28, 2024Updated 2 years ago
- Distributed dynamic process model (DDPM) is a bidirectional coupling eco-hydrological model for (but not limited to) steppe inland river …☆10Jul 9, 2025Updated 10 months ago
- Codes and data for global mapping of root-shoot ratios☆14May 10, 2021Updated 5 years ago
- This is a repository for the newly developed Millennial model☆17Jul 17, 2025Updated 10 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Predictive soil mapping aiming at making complete consistent soil type maps of the world☆23May 22, 2023Updated 3 years ago
- ☆14Jun 26, 2024Updated last year
- ☆17Nov 22, 2022Updated 3 years ago
- Code for replicating "Machine learning methods for crop yield prediction and climate change impact assessment in agriculture", Environmen…☆21Sep 26, 2018Updated 7 years ago
- ☆11Nov 10, 2021Updated 4 years ago
- Python3 script for reading and ploting China Hourly Merged Precipitation Analysis(CMORPH) Data☆27Jun 12, 2020Updated 5 years ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Jul 7, 2024Updated last year
- Predictive Soil Mapping with R (book)☆96Sep 2, 2023Updated 2 years ago
- Code used in the article Microbial carbon use efficiency promotes global soil carbon storage☆16Oct 23, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Mapping sugarcane productivity in São Paulo. Project for the MBA in Data Science and Analytics.☆16Nov 22, 2022Updated 3 years ago
- 庄闪闪的可视化笔记☆17Mar 24, 2026Updated 2 months ago
- This repository provides a code to model Land Surface Temperature (LST) as one of the most important environmental factors used to monito…☆11Aug 11, 2021Updated 4 years ago
- project for soil classification - includes all functions used for image manipulation☆22Oct 19, 2018Updated 7 years ago
- Code central to the analysis reported by Walker et al. (2022) on the global potential for increased storage of carbon on land.☆18May 23, 2022Updated 4 years ago
- ☆19Nov 7, 2019Updated 6 years ago
- The soilspec package: data and functions for the book 'Soil Spectral Inference with R'☆23Feb 19, 2022Updated 4 years ago