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
Identifying Factors Influencing Youth Substance Abuse in Canada: Insights from Machine Learning Models
Sean Choi, Jerry Hu, Brian Chen, Yihan Wang, Simba Yang
Correlations and Causations: Academic Performance and Risky Behaviors Among High School Students
L. Calosing, A. Kozyrev, P. Mishra, P. Pathak, and A. Tan
A Multivariate Analysis Using Machine Learning on the Impact of Education-Based Factors on Employment Income for Youth
Jessica Bai, Aiden Chen, Julie Chen, and Alexander Li
Unveiling Social Inequities in Adolescent Suicide: Harnessing AI and Open Data Analytics for Targeted Interventions
Andrew Xiang, Bill Gu, Sofiya Zuykova, Jingtian Fu, and Shayaan Shobid
Examining the Impact of Digital Access Disparities on Educational Outcomes During the COVID-19 Pandemic: A Global Analysis
Shazain Wasif, Taysir Bhura, Mofe Omolade, and Farhan Chowdhury
Using AI to Mitigate Bias Between Student Demographics and Extracurricular Courses: An Analysis on the Accessibility of Extracurricular Activities and Social Inequities Among Adolescents
Jasper Knoll, Vibhu Vemana, Piaoyi Wu, Elias Yajure, and Ronald Li
Effect of Climate Change on Coral Reefs
Akshaya Segu
Analyzing The Correlation Between Biodiversity Indexes, Carbon Emissions, and Government Investment Into Public Transport to Identify Feasible Pathways to Improving Biodiversity in the Future
Ashank Chaturvedi, Atharva Rao, Joel Zou, Owen Kuang, and Yunhe Zhang
Optimizing Reforestation to Reduce the Effects of Climate Change by Fostering Biodiversity
Boyd Hamilton, Khadija Sheikh, Nicole Sun, and Talia Zhang
Impacts of Agricultural Activity on Fish Biodiversity in Freshwater Ecosystems
Robert Lin, Shotaro Richardson, Arya Shahabi, Jasleen Randhawa, and Abigail Conley
Developing a Generative AI Model to Protect Biodiversity from Mining in Mainland United States of America
Ignacio Gimon, Ahyan Kabir, Pranav Pathak, and Aaron Tan
A Greener Tundra: The Impact of Climate Warming on Arctic Tundra Biodiversity
Jessica Bai
Enhancing Forest Fire Predictions with Sequential Models for Ecosystem Preservation and Public Safety
Eleanor Huang, Kyle Su, Anthony Hou, and Clement Zhou
AI’s Role in Identifying Sites of Landfill Through Deep Learning Models
Yixin (Sophie) Jiang, Daisy Xia, Yihan Wang, Vincent Zhengran Xiao, and Eric Tam
A Conditional Generative Adversarial Network to Simulate Species Coexistence Patterns
Audrey Li, Bella Jiao, Victoria Yan, and Wesley Deng
Social Media: The Influencer of Mental Health
Yeonjae Oh, Milanda Luo, Ying Wa Ng
Investigating the Influence of Poverty on High School Graduation Rates: An Analysis of the Impact of Socioeconomic Inequities on Adolescents
Arnav Sinha, Harper Yang, Justin Nguyen, Lucien Lin, and Richard Gao
Defining the Effects of Legislation and Political Attitudes on K-12 School Shootings: 2010-2022
Robert Lin, James Mar, Vanessa Wang, Elaine Wang, and Jordan Chen
Predicting Opioid Use Disorders in the U.S. Using Machine Learning Among Adolescents Receiving Mental Health Services
Cathy Rong, Jessie Song, Afnan Rajab, Iris Li, Chase Pelechytik
Impact of Health Inequality on Adolescent Fertility Rate and Abortion Rate
Riley Jin, Ella Zhang, and Sophia Na
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