A Comparative Analysis of Random Forest, Gradient Boosting, and LSTM Architectures for Crop Yield Forecasting in Canada
Tony Moon, Benjamin Zhang, Joe Hu, Leo Qin
Predicting Sub-National Food Crises Using Machine Learning and Climate Data
Stephen Yang, Dipto Sikdar, Manhaar Singh, Kian Gholami, Daniel Solano
The Effects of Nitrogen Based Fertilizer on the Environment in Alberta
Ali Iqbal, Carter Zhang, Tiger Yang, Aiden Xiong, Jason Xiong
The Digital Threshold: Uncovering Non-Linear Relationships Between Technology and Agricultural Productivity
Eric Huang, John Zhang Chen, Ryan Li, Wenny Li, Lucas Chen
Global Food Misdistribution –– The Fundamental Barrier to “Zero Hunger”
Eileen Tang, Joshua Yuhua Wang, Andy Hu, Daniel Durrant
The Impact of Native Soil Microbiota and Environmental Variables on Agricultural Sustainability
Mugdha Paul, Jaden Lau, Lucas Alonso, Xing Gao, Aprille Cui
Aquaculture Practices In China And Effects On Undernourishment Rates In Neighbouring Countries
Baran Homafar, Ashley Chen, Rajdeep Ahuja, An Huynh, Quinn Reilly
Predicting the Impact of Climate Change on Maize Yields in Sub-Saharan Africa
Alexander Chong, Aaron He, Austin Zhan, Jonas Huang
Adoption of AI in Agriculture For Sustainability and Accessibility For Those In Need
Ryan Xia, Michael Lee
Investigating the Impact of Soil Organic Carbon Levels on Canadian Maize Yields
Misha Kapadia, Carrie Ma, Karrie Chen, Allan Pan
Comparing Convolutional Neural Networks and Vision Transformers for Maize Leaf Disease Detection Using Large-Scale Image Data
Maya Rajpar, Maya Liang, Kimia Sharifi
Comparing CNN and Microbial Models for Shelf Life Prediction in Perishable Foods
Aidan Homafar, Timothy Leung, Kayley Fong, Maral Salbashian, Aydin Cheung
A Data-Driven Analysis of Cover Crops, Food Insecurity, and Obesity
Sania Grewal, Cynthea Yuan, Riya Ravikumar, Sarah Hoda
Leveraging Artificial Intelligence Framework for Predicting Crop Yields in Canada's Agricultural Breadbasket
Shaayaan Aggarwal, Samir Khan, Arvind Raj, Kinjal Chatterjee, Elise Protti
From Harvest to Food Security: Machine Learning Forecasts for the United States
Cathy Rong, Renisa Ghosh, Safiya Taher, Sabrina Qian, Arthur
A Multivariate Analysis of the Influence of Soil Conditions on Wheat Yields
Akash Anand, Arnav Sinha, Lucien Lin, Richard Gao, Justin Nguyen
Predicting the Effects of Climate Anomalies on Yield Deviations of Major Crops
Treasure Atewologun, Harper Yang
Investigating the Significance of Weather Conditions on Cercospora Disease Development in Agriculture
Ronald Li, Cole Lam, Shicheng Zhang, Joy Samanta, Harsh Vadodariya
Predicting Child Stunting in Sub-Saharan Africa Using Socioeconomic, Environmental, and Agricultural Indicators
Chenwei Pan, Aiza Khwaja
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