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Matavel, C
Al Amin, A
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Authors
Al Amin, A
Lowenberg‑DeBoer, J
Franklin, K
Behrendt, K
Al Amin, A
Lowenberg-DeBoer, J
Franklin, K.F
Dickin, E
Monaghan, J
Behrendt, K
Matavel, C
Meyer-Aurich, A
Piepho, H
Matavel, C
Meyer-Aurich, A
Topics
Robotics, Guidance and Automation
Profitability and Success Stories in Precision Agriculture
On Farm Experimentation with Site-Specific Technologies
Site-Specific Nutrient, Lime and Seed Management
Type
Oral
Year
2022
2024
2026
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1. Economics of Field Size for Autonomous Crop Machines

Field size constrains spatial and temporal management of agriculture with implications for farm profitability, field biodiversity and environmental performance. Large, conventional equipment struggles to farm small, irregularly shaped fields efficiently. The study hypothesized that autonomous crop machines would make it possible to farm small non-rectangular fields profitably, thereby preserving field biodiversity and other environmental benefits. Using the experience of the Hands Free Hectare... A. Al Amin, J. Lowenberg‑deboer, K. Franklin, K. Behrendt

2. Profitability of Regenerative Cropping with Autonomous Machines: an Ex-ante Assessment of a British Crop-livestock Farm

Farmers, agroecological innovators and research have suggested mixed cropping as a way to promote soil health. Mixing areas of different crops in the same field is another form of precision agriculture's spatial and temporal management. The simplest form of mixed cropping is strip cropping. In conventional mechanized farming use of mixed cropping practices (i.e., strip cropping, pixel cropping) is limited by labour availability, rising wage rates, and management complexity. Regenerative agriculture... A. Al Amin, J. Lowenberg-deboer, K.F. Franklin, E. Dickin, J. Monaghan, K. Behrendt

3. Optimizing Experimental Design for Determining Economic Nitrogen Levels: Insights on the Use of Monte Carlo Simulations

The determination of economic nitrogen levels is a pivotal element in the quest for sustainable agricultural practices. Designing experiments to accurately identify these levels, especially in contexts constrained by limited plot availability, poses a significant challenge. In response to these challenges, this study endeavors to demonstrate  an approach to optimize the experimental design for identifying economic nitrogen levels, even under such constraints. We employed statistical... C. Matavel, A. Meyer-aurich, H. Piepho

4. Evaluating Response-Based Management Units for Variable-Rate Nitrogen Application Using On-Farm Experiments

Site-specific nitrogen (N) management in precision agriculture is commonly based on management zones derived from soil properties and vegetation indices, implicitly assuming that spatial patterns in yield potential correspond to spatial patterns in crop response to N. However, yield level and marginal yield response to N represent distinct agronomic characteristics and may not coincide. This study evaluates whether conventional potential-based zones adequately capture spatial variability in N... C. Matavel, A. Meyer-aurich