A set of hands-on coding exercises to solve common tasks and simple problems in agricultural sciences.
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Feb 13, 2025 - Jupyter Notebook
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soil-science
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The soil mate app provides a simple and convenient way to collect soil data at sample locations in the field. The Soil Mate app is targeted across multiple industries, including agriculture, environmental science, geology, and mining. The current version of the app collects soil texture data.
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Apr 5, 2021 - Dart
The soilspec package: data and functions for the book 'Soil Spectral Inference with R'
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Feb 19, 2022 - R
Soil Sample and Soil Profile Datasets: an Open Compilation
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Jun 18, 2025 - BibTeX Style
An R implementation of the DSMART algorithm
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Jan 10, 2024 - R
Expandable And Scalable Infrastructure for Finite Element Methods, EASIFEM, is [Modern Fortran](https://fortran-lang.org) framework for solving partial differential equations (PDEs) using finite element methods. EASIFEM "eases" the efforts to develop scientific programs in Fortran.
fortran simulation linear-algebra fem finite-element-analysis finite-element-methods soil-science fortran2018 geomechanics multi-phase-flow
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Mar 5, 2026 - Fortran
R scripts for predicting soil organic carbon using soil spectral library from visible, near-infrared and shortwave-infrared (VNIR) and middle-infrared (MIR) using LASSO and PLS regression methods and the target-oriented cross-validation strategy.
machine-learning cross-validation remote-sensing partial-least-squares-regression precision-agriculture soil-spectroscopy soil-science soil-organic-carbon least-absolute-selection-and-shrinkage-operator soil-horizons proximal-sensing diffuse-reflectance
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Aug 20, 2023 - R
Conformal Prediction for Digital Soil Mapping
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Jan 23, 2024 - Jupyter Notebook
Tools for calculating Soil Quality Index (SQI) using scientifically validated methods
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Dec 26, 2025 - R
Course material for LSU AGRO 4092: R for Spatial Analysis & Visualization
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Feb 20, 2025 - HTML
The scripts contained in this repository relate directly to the work conducted by the Tree Root Microbiome Project (TRMP) led by Dr Steve Wakelin.
tree forest forestry microbiology microbiome spectroscopy soil soil-properties microbiome-analysis soil-survey microbiome-data soil-science ftir microbiome-workflow ftir-data-analysis
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Feb 7, 2024 - HTML
A Python package for handling soil spectroscopy data, with a focus on the Open Soil Spectral Library (OSSL).
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Feb 1, 2025 - Jupyter Notebook
This repository contains files for automated soil sampling selection using the K-Means algorithm in R. The repository is intended for researchers and practitioners interested in automated soil sampling selection using the K-Means algorithm.
machine-learning geoscience remote-sensing unsupervised-learning digital-soil-mapping sentinel-2 soil-science
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Jan 2, 2023 - R
Soil Heating in Fire (SheFire) Model: Annotated .Rmd scripts and an R package to build and use a SheFire model for how different soil depths heat and cool during fires
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Jun 2, 2022 - R
Python client for USDA-NRCS Soil Data
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Jan 11, 2026 - Python
The fingR package is designed to support sediment source fingerprinting studies: dataset characterisation, tracer selection from analysed properties using the three-step method, modelling of source contributions using the Bayesian Mixing Model (BMM), and evaluation of model predictions using virtual mixtures, and it supports BMM and MixSIAR models.
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Feb 25, 2026 - R
Soil texture classification and spatial mapping using R Studio.
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Dec 2, 2025 - R
Welcome to the Geographic AI for Soil Assessment gaia interface, your ultimate companion in Predicting and visualizing soil microbial biodiversity.
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Aug 19, 2024 - Jupyter Notebook
Comparing different data preprocessing methods to predict soil organic carbon content on soil spectra features
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Sep 23, 2018 - R
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