Large-scale digital mapping of soil organic carbon content by using machine learning algorithms
☆12Sep 23, 2018Updated 7 years ago
Alternatives and similar repositories for SOC
Users that are interested in SOC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- R scripts for sampling for digital soil mapping☆17Dec 11, 2021Updated 4 years ago
- A Spatio-temporal Framework for Soil Property Prediction with Digital Soil Mapping (DSM)☆53Oct 14, 2025Updated 5 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…☆92Mar 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
- 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
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A machine learning model based on gradient boosting decision tree for predicting heavy metal adsorption in soil.☆16Nov 6, 2021Updated 4 years ago
- A novel hybrid cellular automata model for LUC simulation, coupling area partitioning and spatiotemporal neighborhood features learning☆21Dec 18, 2019Updated 6 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
- A Cellular Automata Markov (CAM) model for land use change prediction using GIS and Python☆11Oct 30, 2023Updated 2 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 2 years ago
- A System of Soil Classification for Making and Interpreting Soil Surveys☆20Jul 11, 2025Updated 8 months ago
- Crop-Health-Monitoring is an app that allows the users, to download Sentinel-2 images, clip them to a specific study area, and calculate …☆14Feb 28, 2023Updated 3 years ago
- "Space-Time Interpolation and Forecasting" - Predicting spatio-temporally distributed variables via space-time regression kriging using n…☆13Feb 12, 2025Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Hyperspectral remote sensing image classification based on deep learning☆23Oct 5, 2018Updated 7 years ago
- Time-Weighted Dynamic Time Warping☆10Dec 26, 2023Updated 2 years ago
- Soil Organic Carbon mapping Cookbook☆33Aug 29, 2020Updated 5 years ago
- Class and preprocessing methods for (satellite) remote sensing datasets☆22Aug 25, 2025Updated 7 months ago
- ☆13Jan 22, 2025Updated last year
- A land use model based on Cellular Automata and Agent-based modelling.☆48Jun 16, 2017Updated 8 years ago
- An object-oriented Agent Based Model for land use/land cover change and multisector dynamics☆18Mar 28, 2024Updated last year
- Universal differential equations for ecologists☆14Mar 2, 2026Updated 3 weeks ago
- Exploratory Data Analysis of Time Series Data and Forecasting using Naïve Approach, Moving Average Method, Simple Exponential Smoothenin…☆12Jul 2, 2018Updated 7 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.
- Complete-coverage gridded predictions of soil properties (percent organic carbon, total nitrogen, bulk density, pH, and percent sand and …☆36Dec 11, 2017Updated 8 years ago
- Global Soil Information Facilities (tutorials)☆41Oct 19, 2017Updated 8 years ago
- Using word embedding and LSTM to train a Neural Network to generate text mimicking style of the training text☆13Jun 9, 2018Updated 7 years ago
- infiltrodiscR☆10Jul 10, 2024Updated last year
- Simple ggplot2 function for plotting soil textural data☆28Feb 17, 2026Updated last month
- 使用决策树ID3，C4.5，CART分别生成随机森林(Using ID3, C4.5, CART decision trees to achieve RF)☆13Aug 21, 2020Updated 5 years ago
- Code to process NDVI time series for the Tibetan Plateau☆11Sep 28, 2018Updated 7 years ago
- This system predicts and detect soil, crop, fertilizer.....☆13Dec 4, 2022Updated 3 years ago
- Tools to generate training and classification data for machine learning purposes from multispectral Sentinel-2 satellite images.☆14Feb 1, 2026Updated last month
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Prediction of Crop Yield for farmers based on weather, satellite data☆64Jul 29, 2018Updated 7 years ago
- 1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data☆65May 9, 2022Updated 3 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…☆20Aug 6, 2025Updated 7 months ago
- R package for weighted model metrics☆11Apr 12, 2025Updated 11 months ago
- Patch-wise Land Cover Classification using Sentinel-2 Satellite and Deep Learning☆10Apr 26, 2023Updated 2 years ago
- Tools for geospatial analysis of radar rainfall fields☆12Nov 30, 2016Updated 9 years ago
- CDTStudioV2 is a lightweight, intelligent desktop app for very-high-resolution remote sensing images processing☆11Jun 1, 2018Updated 7 years ago