Generate a tailored SOP for Dr. Sherrie Wang. Improve your application with a focused, well-structured draft.
Sherrie Wang's research employs novel data computational algorithms to monitor the planet and enable sustainable development. Her focus is on improving agricultural management and mitigating climate change, particularly in low to middle-income regions of the world. To achieve her goals, she utilizes satellite imagery, crowdsourced data, LiDAR, and spatial data. Given the scarcity of ground truth data in these regions and the noisiness of real-world data, her methodological work is directed towards developing machine learning methods that operate effectively under these constraints.