A Spatio-temporal Framework for Soil Property Prediction with Digital Soil Mapping (DSM)
☆55Oct 14, 2025Updated 6 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…☆94Mar 7, 2024Updated 2 years ago
- Predictive soil mapping aiming at making complete consistent soil type maps of the world☆23May 22, 2023Updated 2 years ago
- S4SS: Statistics for Soil Survey☆38Feb 25, 2026Updated 2 months ago
- Soil parameter estimation from hyperspectral satellite images☆30Oct 22, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- GEE App to explore the state of the world's (degraded) soils☆70Oct 2, 2024Updated last year
- Farm Scale Soil Moisture using Remote Sensing and Water Budget Products☆23Mar 30, 2024Updated 2 years ago
- Time-Weighted Dynamic Time Warping☆10Dec 26, 2023Updated 2 years ago
- Example python scripts to detect flash drought events from gridded soil moisture data☆13Apr 6, 2024Updated 2 years ago
- 西南山区植被对水文气候变化的非线性响应量化研究，包括MODIS、GLDAS、Rs数据的预处理以及CNN-LSTM模型的搭建、训练和特征重要性分析.☆21May 14, 2024Updated last year
- A repository folder regarding phenology extraction scripts utilizing existing packages (i.e. TIMESAT, CropPhenology) and proposing new me…☆12Aug 24, 2021Updated 4 years ago
- Soil Health Data Cube for Europe☆14Jul 24, 2025Updated 9 months ago
- Improved Daily SMAP Satellite Soil Moisture Prediction over China using deep learning model with transfer learning☆17Jul 22, 2021Updated 4 years ago
- Implementation of "Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks"☆21Jul 14, 2025Updated 9 months 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.
- An R package to perform Spatial Fuzzy C-means☆29Apr 19, 2026Updated 2 weeks ago
- A hands-on guide to scientific programming and reproducible research with python for environmental scientists☆10Jan 21, 2022Updated 4 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 4 years ago
- Future reversal of warming-induced vegetation productivity increase in the Northern Lands☆13Mar 31, 2022Updated 4 years ago
- Linear Regression Type II Models☆14Mar 16, 2018Updated 8 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
- Simple ggplot2 function for plotting soil textural data☆28Feb 17, 2026Updated 2 months ago
- Oil Palm Growth and Yield Model☆23Jun 2, 2024Updated last year
- Satellite and sensor based model to predict soil moisture at the surface level.☆13Mar 6, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Soil quality both increases crop production and improves resilience to climate change☆11Apr 26, 2022Updated 4 years ago
- Remote Sensing of Ice Albedo with GEE☆20Jan 3, 2024Updated 2 years ago
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆52Jun 8, 2021Updated 4 years ago
- GEE code for extracting high-quality remotely sensed data at multiple scales☆15Apr 8, 2026Updated 3 weeks 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
- A System of Soil Classification for Making and Interpreting Soil Surveys☆20Jul 11, 2025Updated 9 months ago
- "Space-Time Interpolation and Forecasting" - Predicting spatio-temporally distributed variables via space-time regression kriging using n…☆14Feb 12, 2025Updated last year
- Presents an optimised Sentinel-1-based Soil Moisture estimation workflow on tilted topography with permanent vegetation cover☆16Aug 18, 2022Updated 3 years ago
- Production of soil data predictions using scikit-map☆72Nov 27, 2025Updated 5 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.
- ☆12Jan 31, 2026Updated 3 months ago
- Crop yield prediction on remote sensing data using CNN☆27May 4, 2019Updated 7 years ago
- ☆13Jan 22, 2025Updated last year
- resemble is an R package for similarity-based modelling and local learning in spectroscopy. It provides tools for dissimilarity computati…☆24Apr 21, 2026Updated last week
- This repository is to identify drought, heatwave, and compound drought and heatwave events on a daily basis and across four seasons(daily…☆23Dec 26, 2025Updated 4 months ago
- An object-oriented Agent Based Model for land use/land cover change and multisector dynamics☆18Mar 28, 2024Updated 2 years ago
- ☆24Sep 29, 2023Updated 2 years ago