A Spatio-temporal Framework for Soil Property Prediction with Digital Soil Mapping (DSM)
☆56Oct 14, 2025Updated last year
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 8 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
- Google Earth Engine tool to generate multi-modal and multi-temporal datasets, including spatially and temporally aligned Sentinel-1 SAR d…☆11Nov 9, 2025Updated 11 months ago
- S4SS: Statistics for Soil Survey☆38Jun 5, 2026Updated 4 months 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 2 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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
- GEE App to explore the state of the world's (degraded) soils☆72Oct 2, 2024Updated 2 years ago
- Soil Health Data Cube for Europe☆15Jun 17, 2026Updated 4 months ago
- Predictive soil mapping aiming at making complete consistent soil type maps of the world☆22May 22, 2023Updated 3 years ago
- Farm Scale Soil Moisture using Remote Sensing and Water Budget Products☆23Mar 30, 2024Updated 2 years ago
- A System of Soil Classification for Making and Interpreting Soil Surveys☆20Jul 9, 2026Updated 3 months ago
- Soil parameter estimation from hyperspectral satellite images☆34Oct 22, 2022Updated 4 years ago
- Example python scripts to detect flash drought events from gridded soil moisture data☆13Apr 6, 2024Updated 2 years ago
- ☆10Mar 5, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Presents an optimised Sentinel-1-based Soil Moisture estimation workflow on tilted topography with permanent vegetation cover☆17Aug 18, 2022Updated 4 years ago
- I employ an advanced approach combining Google Earth Engine (GEE) and data from the MODIS satellite to gather comprehensive remote sensin…☆12Jan 15, 2024Updated 2 years ago
- Time-Weighted Dynamic Time Warping☆11Dec 26, 2023Updated 2 years ago
- Open Soil Spectral Library Manual☆48Updated this week
- A repository folder regarding phenology extraction scripts utilizing existing packages (i.e. TIMESAT, CropPhenology) and proposing new me…☆13Aug 24, 2021Updated 5 years ago
- An R package that assists with the setup and operation of a collection of soil data summary, comparison, and evaluation reports. These re…☆22Jul 2, 2026Updated 4 months ago
- This repository contains the code used for the analysis in the paper "Zhang et al. Direct and indirect impacts of urbanization on vegetat…☆11Jul 25, 2022Updated 4 years ago
- Improved Daily SMAP Satellite Soil Moisture Prediction over China using deep learning model with transfer learning☆17Jul 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
- 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.
- python version of RothC 26.3 Soil Carbon Model☆24May 12, 2024Updated 2 years ago
- Implementation of "Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks"☆21Jul 14, 2025Updated last year
- CropML Python library☆21Oct 23, 2026Updated last week
- 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.☆20May 14, 2024Updated 2 years ago
- Hyperspectral and soil-moisture data from a field campaign based on a soil sample. Karlsruhe (Germany), 2017.☆52Sep 15, 2021Updated 5 years ago
- Satellite and sensor based model to predict soil moisture at the surface level.☆13Mar 6, 2024Updated 2 years ago
- An R package to perform Spatial Fuzzy C-means☆29Apr 19, 2026Updated 6 months ago
- Future reversal of warming-induced vegetation productivity increase in the Northern Lands☆13Mar 31, 2022Updated 4 years ago
- R package for spatial downscaling of land use and land cover projections.☆12Sep 27, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A regression Kriging code written in Python☆10Jul 10, 2011Updated 15 years ago
- "Space-Time Interpolation and Forecasting" - Predicting spatio-temporally distributed variables via space-time regression kriging using n…☆14Feb 12, 2025Updated last year
- Soil Type Classification Through Image Processing and Machine Learning This project is in development process for our Thesis Project.☆10Oct 9, 2022Updated 4 years ago
- Oil Palm Growth and Yield Model☆27Jun 2, 2024Updated 2 years ago
- Methodology for producing spatial predictions of soil nutrients for SubSaharan Africa☆11Aug 3, 2017Updated 9 years ago
- R scripts for predicting soil organic carbon using soil spectral library from visible, near-infrared and shortwave-infrared (VNIR) and mi…☆10Aug 20, 2023Updated 3 years ago
- Google Earth Engine function to compute Temperature-Vegetation Dryness Index (TVDI)☆18Apr 14, 2025Updated last year