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Recent Submissions
USCrop: County-level crop yield, weather, and soil data for the United States (1981-2020)
Fan, Joshua; Bai, Junwen; Li, Zhiyun; Ortiz-Bobea, Ariel; Gomes, Carla (2025-07-07)
This dataset contains crop yield, weather, soil, and crop progress information for US counties in 1981-2020. Specifically, each row contains data for a unique county and year. The dataset was used in the following paper - please cite it if you find the data helpful:
[1] Joshua Fan, Junwen Bai, Zhiyun Li, Ariel Ortiz-Bobea, Carla P. Gomes. A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction. AAAI 2022: 11873-11881.
Link: https://arxiv.org/pdf/2111.08900
Ag Workforce Quarterly June 2025
Stup, Richard; Durmiaki, Andrea; McCarthy, Rachel; Canzonier, Jay; Milligan, Bob (2025-06-24)
Launched in 2024, Ag Workforce Quarterly reflects on the previous quarter and offers insights into news, updates, and opportunities within the agricultural workforce and human resource management. Progressive farm employers know that employees are critical to business success, and they are taking steps to find, hire, develop and retain the very best workforce possible. We’re working to educate and support more farm employers in creating great places to work and rewarding experiences for employees. This edition, with an updated format, was originally published in June of 2025.
Ag Workforce Quarterly March 2025
Stup, Richard; Durmiaki, Andrea; McCarthy, Rachel; Canzonier, Jay; Lewis, Mary; Milligan, Bob (2025-03-26)
Launched in 2024, Ag Workforce Quarterly reflects on the previous quarter and offers insights into news, updates, and opportunities within the agricultural workforce and human resource management. Progressive farm employers know that employees are critical to business success, and they are taking steps to find, hire, develop and retain the very best workforce possible. We’re working to educate and support more farm employers in creating great places to work and rewarding experiences for employees. This edition was originally published in March of 2025.
Ag Workforce Quarterly December 2024
Stup, Richard; Durmiaki, Andrea; McCarthy, Rachel; Canzonier, Jay; Lewis, Mary (2024-12-16)
Launched in 2024, Ag Workforce Quarterly reflects on the previous quarter and offers insights into news, updates, and opportunities within the agricultural workforce and human resource management. Progressive farm employers know that employees are critical to business success, and they are taking steps to find, hire, develop and retain the very best workforce possible. We’re working to educate and support more farm employers in creating great places to work and rewarding experiences for employees. This edition was originally published in December 2024.
Ag Workforce Quarterly September 2024
Stup, Richard; McCarthy, Rachel; Canzonier, Jay; Lewis, Mary; Durmiaki, Andrea (2024-09-30)
Launched in 2024, Ag Workforce Quarterly reflects on the previous quarter and offers insights into news, updates, and opportunities within the agricultural workforce and human resource management. Progressive farm employers know that employees are critical to business success, and they are taking steps to find, hire, develop and retain the very best workforce possible. We’re working to educate and support more farm employers in creating great places to work and rewarding experiences for employees. This edition was originally published in September 2024.