Search Results - "Hegedus, Paul B"

Improved Yield Prediction of Winter Wheat Using a Novel Two-Dimensional Deep Regression Neural Network Trained via Remote Sensing by Morales, Giorgio, Sheppard, John W, Hegedus, Paul B, Maxwell, Bruce D

“…In recent years, the use of remotely sensed and on-ground observations of crop fields, in conjunction with machine learning techniques, has led to highly…”
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Towards a Low-Cost Comprehensive Process for On-Farm Precision Experimentation and Analysis by Hegedus, Paul B., Maxwell, Bruce, Sheppard, John, Loewen, Sasha, Duff, Hannah, Morales-Luna, Giorgio, Peerlinck, Amy

“…Few mechanisms turn field-specific ecological data into management recommendations for crop production with appropriate uncertainty. Precision agriculture is…”
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Assessing performance of empirical models for forecasting crop responses to variable fertilizer rates using on-farm precision experimentation by Hegedus, Paul B., Maxwell, Bruce D., Mieno, Taro

“…Data-driven decision making in agriculture can be augmented by utilizing the data gathered from precision agriculture technologies to make the most informed…”
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Using spatially variable nitrogen application and crop responses to evaluate crop nitrogen use efficiency by Hegedus, Paul B., Ewing, Stephanie A., Jones, Clain, Maxwell, Bruce D.

“…Low nitrogen use efficiency (NUE) is ubiquitous in agricultural systems, with mounting global scale consequences for both atmospheric aspects of climate and…”
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Rationale for field-specific on-farm precision experimentation by Hegedus, Paul B., Maxwell, Bruce D.

“…Uncertainties in farming necessitate detailed knowledge of the production efficiencies to maintain sustainability. To accomplish ecologically based…”
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