Frontiers

Modeling, Machine Learning, Bioinformatics and Multi-omics Data in Soil Science

The integration of bioinformatics, machine learning and multi-omics has transformed soil science, providing powerful tools to ...
Frontiers

UAVs in Plant Protection: From Early Innovations to Sustainable Practices

Unmanned Aerial Vehicles (UAVs) have rapidly emerged as transformative tools in modern agriculture, particularly in the ...
IEEE

Crop Selection and Yield Prediction using Intelligent Algorithms

Abstract: The selection of a crop and the prediction of its yield are essential steps in successful agriculture, assisting farmers in decision-making and enhancing crop production. This process ...
GitHub

Self-Supervised Learning for Crop Classification and Yield Prediction

Leibniz-Centre for Agricultural Landscape Research (ZALF) e.V. Email: stefan [dot] stiller [at] zalf [dot] de, stillsen [at] gmail [dot] com This repository contains the code for the study ...
IEEE

In-Season Corn Yield Prediction Using Satellite-Derived Solar-Induced Chlorophyll Fluorescence and Machine Learning Algorithms

Abstract: Accurate in-season crop yield prediction is critical for timely agricultural decision-making, food security, and climate-resilient farm management. This study presents a framework for ...