Conferences 2026 iCROPM Supplemental Irrigation in Rainfed Potato: Long-term Costs, Benefits, and Insights from Prince Edward Island, Canada Mariaelisa Polsinelli*, Morteza Mesbah, Zhiming Qi, and 2 more authors At iCROPM 2026, Florence, FI, Italy, Feb 2-4 2026 Poster 2025 ASABE Climate-Smart Irrigation Strategies to Sustainably Maximize Potato Yield in Rain-Fed Agriculture: A Case Study in Prince Edward Island, Canada Mariaelisa Polsinelli*, Mesbah Morteza, Yefang Jiang, and 1 more author At ASABE AIM 2025, Toronto, ON, Canada, Jul 15 2025 Slides AgMIP Process-Based Modelling for N2O Emission Estimation at the Field-Scale in Atlantic Canada Mariaelisa Polsinelli*, Morteza Mesbah, Zhiming Qi, and 1 more author At AgMIP10, El Batán, MEX, Mexico, Apr 01 2025 Video Slides 2024 ASABE Imbalanced Datasets and Crop Yield Prediction: Application of Preprocessing Techniques for Regression Tasks in Agriculture Mariaelisa Polsinelli*, Morteza Mesbah, Zhiming Qi, and 1 more author At ASABE AIM 2024, Anaheim, CA, USA, Jul 31 2024 Slides 2023 CSAFM-CGU A Case Study in Prince Edward Island, Canada: Comparing A Process Based Model and Machine Learning for Potato Yield Prediction Mariaelisa Polsinelli*, Morteza Mesbah, Zhiming Qi, and 1 more author At CGU-CSAFM AGM 2023, Banff, AB, Canada, May 8 2023 Slides AgMIP Combining a Process Based Model with Machine Learning for Potato Yield Prediction in Prince Edward Island, Canada Mariaelisa Polsinelli*, Morteza Mesbah, Zhiming Qi, and 1 more author At AgMIP9, New York, NY, USA, Jun 27 2023 Slides Outreach 2025 AAFC A Cost-Benefit Analysis of Climate Smart Irrigation for Prince Edward Island Potato Mariaelisa Polsinelli, Morteza Mesbah*, Jiang Yefang, and 1 more author At AAFC Harrington Stakeholder Day, Harrington, PE, Canada, Jul 30 2025 Poster 2024 McGill No Model Left Behind: Combining Models to Predict Potato Harvests Mariaelisa Polsinelli At McGill University 3 Minute Thesis Competition, Montréal, QC, Canada, Apr 3 2024 Video 2023 AAFC Can Machine Learning and Crop Models Help Farmers? A Case Study of Oyster Cove Potato Farms Mariaelisa Polsinelli, Morteza Mesbah*, Zhiming Qi, and 1 more author At AAFC Harrington Research Farm Stakeholder Day, Harrington, PE, Canada, Aug 2 2023 Poster AAFC Combining a Crop Model with AI for Enhanced Yield PredictionFindings from Oyster Cove Potato Farms Mariaelisa Polsinelli, Morteza Mesbah*, Zhiming Qi, and 1 more author At the PEI Potato Board, Kinkora, PE, Canada, Aug 17 2023 Slides