A Spatio-temporal Framework for Soil Property Prediction with Digital Soil Mapping (DSM)
☆55Oct 14, 2025Updated 8 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
- S4SS: Statistics for Soil Survey☆38Jun 5, 2026Updated last week
- Soil parameter estimation from hyperspectral satellite images☆30Oct 22, 2022Updated 3 years ago
- GEE App to explore the state of the world's (degraded) soils☆71Oct 2, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 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 2 years ago
- A repository folder regarding phenology extraction scripts utilizing existing packages (i.e. TIMESAT, CropPhenology) and proposing new me…☆12Aug 24, 2021Updated 4 years ago
- Improved Daily SMAP Satellite Soil Moisture Prediction over China using deep learning model with transfer learning☆16Jul 22, 2021Updated 4 years ago
- Soil Health Data Cube for Europe☆15Jul 24, 2025Updated 10 months ago
- An R package to perform Spatial Fuzzy C-means☆29Apr 19, 2026Updated last month
- A hands-on guide to scientific programming and reproducible research with python for environmental scientists☆10Jan 21, 2022Updated 4 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.
- 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
- 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
- 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☆29Feb 17, 2026Updated 3 months ago
- Satellite and sensor based model to predict soil moisture at the surface level.☆13Mar 6, 2024Updated 2 years ago
- Soil quality both increases crop production and improves resilience to climate change☆11Apr 26, 2022Updated 4 years ago
- A Cellular Automata Markov (CAM) model for land use change prediction using GIS and Python☆11Oct 30, 2023Updated 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.
- Google Earth Engine function to compute Temperature-Vegetation Dryness Index (TVDI)☆18Apr 14, 2025Updated last year
- Remote Sensing of Ice Albedo with GEE☆21Jan 3, 2024Updated 2 years ago
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆55Jun 8, 2021Updated 5 years ago
- GEE code for extracting high-quality remotely sensed data at multiple scales☆15Apr 8, 2026Updated 2 months 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☆20Jun 4, 2026Updated last week
- Production of soil data predictions using scikit-map☆72Nov 27, 2025Updated 6 months ago
- ☆12Jan 31, 2026Updated 4 months ago
- Crop yield prediction on remote sensing data using CNN☆27May 4, 2019Updated 7 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.
- ☆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…☆27May 29, 2026Updated 2 weeks ago
- 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 5 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
- Integrated code of STEMMUS and SCOPE☆25Mar 13, 2026Updated 3 months ago
- An R package for variable infiltration capacity (VIC) hydrological model☆23Oct 12, 2018Updated 7 years ago