SoilGrids250m
Soil predictor
A collection of R scripts and code to generate global soil property predictions at high resolution
Global spatial predictions of soil properties and classes at 250 m resolution
128 stars
30 watching
57 forks
Language: R
last commit: 6 months ago
Linked from 1 awesome list
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 aramcharan/us_soilgrids100m | A dataset and model for predicting soil properties and classes at high spatial resolution using machine learning and remote sensing data. | 35 |
 international-soil-radiocarbon-database/israd | A repository providing synthesized soil radiocarbon data and tools for analysis. | 24 |
 envirometrix/landmap | Develops methods for automated spatial prediction and interpolation using Ensemble Machine Learning. | 47 |
 rx14/predict.cr | A satellite prediction library using the SGP4 model to calculate satellite positions and look angles from an observer's perspective. | 17 |
 tuw-geo/ismn | A software framework for working with International Soil Moisture Network data | 39 |
 predictiveecology/landr | Tools and utilities for simulating forest ecosystem dynamics based on ecological models | 17 |
 ropensci/roptram | A software tool for estimating soil moisture from satellite data using machine learning algorithms and sensor data transformations. | 8 |
 ncss-tech/soilreports | Provides tools and infrastructure for generating reports from large soil data sets. | 15 |
 felixriese/hyperspectral-soilmoisture-dataset | Provides hyperspectral and soil-moisture data from a field campaign | 43 |
 soilbgc-datashare/sidb | A repository containing data and source code for a scientific database of soil incubation experiments. | 17 |
 perrygeo/pyimpute | A Python module providing high-level functions to facilitate supervised classification and regression on geospatial data using scikit-learn and rasterio. | 125 |
 efernandezpascual/seedr | An R package that fits hydro and thermal time germination models to characterize seed lots. | 2 |
 vizzuality/soils-revealed | An application for visualizing and analyzing soil organic carbon predictions over time | 8 |
 allometric/allometric | An R package providing structured allometric models for predicting tree attributes | 68 |
 georust/world-file | Provides Rust libraries and utilities for reading and writing geospatial data stored in world files. | 8 |