Proceedings :: International Society of Precision Agriculture

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Danford, D

Dhaliwal, A.K

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Authors

Craker, B

Nieman, S.T

Wilson, J.W

Rhea, S

Nelson, K

Danford, D

Wilson, J.A

Kemp, B

Bhattarai, A

Jakhar, A

Poudel, K

Dhaliwal, A.K

Bastos, L.M

Topics

Decision Support Systems, Cloud Platforms, and Open Data Solutions

Weather, Climate Models, and Smart Forecasting for Agriculture

Type

Oral

Poster

Year

2026

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Filter results2 paper(s) found.
1. Adapt Standard: Enabling Interoperability in Agricultural Field Operations Data Modern agriculture increasingly relies on sophisticated technologies, including precision farming equipment, sensors, laboratory analyses, and farm management software, to generate critical operational data. Despite these advancements, the industry faces significant interoperability challenges, resulting in fragmented data ecosystems that impede optimized decision-making. While ISO 11783 (ISOBUS) successfully facilitates electronic communication at the machinery level, it does not adequately address... B. Craker, S.T. Nieman, J.W. Wilson, S. Rhea, K. Nelson, D. Danford, J.A. Wilson, B. Kemp
2. Evaluation of Kriging Models and Variogram Structures for Daily Weather Interpolation Across Georgia, United States Spatial interpolation fills gaps between scattered weather stations to create continuous maps of variables like temperature. In Georgia, USA—a state with rolling hills in the north, coastal plains in the south, and the Appalachian foothills—this process is vital for accurate climate monitoring, irrigation scheduling, and crop-yield forecasting. Without reliable grids, downstream models suffer from bias or uncertainty. This study aimed to assess...

Filter results2 paper(s) found.

1. Adapt Standard: Enabling Interoperability in Agricultural Field Operations Data

Modern agriculture increasingly relies on sophisticated technologies, including precision farming equipment, sensors, laboratory analyses, and farm management software, to generate critical operational data. Despite these advancements, the industry faces significant interoperability challenges, resulting in fragmented data ecosystems that impede optimized decision-making. While ISO 11783 (ISOBUS) successfully facilitates electronic communication at the machinery level, it does not adequately address... B. Craker, S.T. Nieman, J.W. Wilson, S. Rhea, K. Nelson, D. Danford, J.A. Wilson, B. Kemp

2. Evaluation of Kriging Models and Variogram Structures for Daily Weather Interpolation Across Georgia, United States

Spatial interpolation fills gaps between scattered weather stations to create continuous maps of variables like temperature. In Georgia, USA—a state with rolling hills in the north, coastal plains in the south, and the Appalachian foothills—this process is vital for accurate climate monitoring, irrigation scheduling, and crop-yield forecasting. Without reliable grids, downstream models suffer from bias or uncertainty. This study aimed to assess...