A Spatio-temporal Framework for Soil Property Prediction with Digital Soil Mapping (DSM)
☆56Oct 14, 2025Updated 11 months ago
Alternatives and similar repositories for SoilNet
Users that are interested in SoilNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Large-scale digital mapping of soil organic carbon content by using machine learning algorithms☆12Sep 23, 2018Updated 7 years 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…☆95Mar 7, 2024Updated 2 years ago
- SOMOSPIE (Soil Moisture Spatial Inference Engine) consists of a Jupyter Notebook and a suite of machine learning methods to process input…☆16Aug 26, 2026Updated 3 weeks ago
- Soil Health Data Cube for Europe☆15Jun 17, 2026Updated 3 months ago
- Predictive soil mapping aiming at making complete consistent soil type maps of the world☆23May 22, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- S4SS: Statistics for Soil Survey☆38Jun 5, 2026Updated 3 months ago
- Farm Scale Soil Moisture using Remote Sensing and Water Budget Products☆23Mar 30, 2024Updated 2 years ago
- Example python scripts to detect flash drought events from gridded soil moisture data☆13Apr 6, 2024Updated 2 years ago
- GEE App to explore the state of the world's (degraded) soils☆72Oct 2, 2024Updated last year
- A repository folder regarding phenology extraction scripts utilizing existing packages (i.e. TIMESAT, CropPhenology) and proposing new me…☆13Aug 24, 2021Updated 5 years ago
- Time-Weighted Dynamic Time Warping☆10Dec 26, 2023Updated 2 years ago
- Improved Daily SMAP Satellite Soil Moisture Prediction over China using deep learning model with transfer learning☆16Jul 22, 2021Updated 5 years 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 5 years ago
- Linear Regression Type II Models☆14Mar 16, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implementation of "Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks"☆21Jul 14, 2025Updated last year
- An R package to perform Spatial Fuzzy C-means☆29Apr 19, 2026Updated 5 months ago
- Future reversal of warming-induced vegetation productivity increase in the Northern Lands☆13Mar 31, 2022Updated 4 years ago
- GEE code for extracting high-quality remotely sensed data at multiple scales☆15Jun 25, 2026Updated 2 months ago
- Remote Sensing of Ice Albedo with GEE☆21Jan 3, 2024Updated 2 years 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…☆12Jul 26, 2022Updated 4 years ago
- Soil Type Classification Through Image Processing and Machine Learning This project is in development process for our Thesis Project.☆10Oct 9, 2022Updated 3 years ago
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆55Jun 8, 2021Updated 5 years ago
- Satellite and sensor based model to predict soil moisture at the surface level.☆13Mar 6, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- "Space-Time Interpolation and Forecasting" - Predicting spatio-temporally distributed variables via space-time regression kriging using n…☆14Feb 12, 2025Updated last year
- A Cellular Automata Markov (CAM) model for land use change prediction using GIS and Python☆12Oct 30, 2023Updated 2 years ago
- Oil Palm Growth and Yield Model☆27Jun 2, 2024Updated 2 years ago
- Google Earth Engine function to compute Temperature-Vegetation Dryness Index (TVDI)☆18Apr 14, 2025Updated last year
- RothC code in Python language☆16Mar 12, 2025Updated last year
- Python implementation of Crop Growth Monitoring System as implemented by the EU MARS project.☆12Feb 23, 2020Updated 6 years ago
- ☆27Jun 24, 2026Updated 2 months ago
- Python code for the paper "Simultaneous prediction of soil properties from VNIR--SWIR spectra using a localized multi-channel 1-D convolu…☆12Apr 21, 2020Updated 6 years ago
- 基于编解码网络和ASPP模块的语义分割模型的改进结构（基于空间和通道注意力机制的改进）☆11Mar 29, 2023Updated 3 years ago
- 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.
- Soil quality both increases crop production and improves resilience to climate change☆10Apr 26, 2022Updated 4 years ago
- A System of Soil Classification for Making and Interpreting Soil Surveys☆20Jul 9, 2026Updated 2 months ago
- Scikit-learn applied to mapping and spatial prediction☆63Sep 8, 2026Updated 2 weeks ago
- Program to forecast Barley crop yields in the North Western United States☆10Oct 2, 2020Updated 5 years ago
- Production of soil data predictions using scikit-map☆80Nov 27, 2025Updated 9 months ago
- Soil Sample and Soil Profile Datasets: an Open Compilation☆30May 6, 2026Updated 4 months ago
- Various experiments on the Sen4AgriNet dataset☆40Aug 15, 2024Updated 2 years ago