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Machado, A.L
Musshoff, O
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Authors
Michels, M
Musshoff, O
Hall, D.H
Hosser, M
Machado, R.L
Galli, R
Machado, A.L
Topics
Drivers and Barriers to Adoption of Precision and Digital Technologies
Remote and Proximal Sensing of Soils and Crops
Type
Oral
Poster
Year
2026
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1. Beyond the Mean: A Quantile Count Regression Analysis of Precision Farming Technology Adoption Intensity by German Farmers

This study examines the factors influencing precision agriculture technology adoption intensity among German farmers using an innovative quantile count regression approach that reveals heterogeneous relationships across different segments of the adoption distribution. While previous research has primarily relied on mean-based regression models that may mask important variation in adoption determinants, this analysis provides new insights into how factors affect low, moderate, and high technology... M. Michels, O. Musshoff

2. Mobile Robotic Soil Moisture Sensing and Mapping for Precision Agriculture in Small-Scale Farming

The spatial variability of soil moisture is a key factor for efficient irrigation management and agricultural productivity, particularly in small-scale farming systems where access to precision agriculture technologies remains limited due to cost and operational complexity. This study presents the development and preliminary evaluation of a robotic sensing system for georeferenced soil moisture data acquisition, focusing on spatial mapping in small agricultural areas. The proposed system... D.H. Hall, M. Hosser, R.L. Machado, R. Galli, A.L. Machado