Community Blogs

SEES 2024 Experience Getting the opportunity to participate in the NASA SEES Earth System Explorers program has positively impacted my educational and career journey in more ways than I could've imagined. Throughout this internship, I gained an immense amount of knowledge in Earth science, utilizing the GLOBE Observer app, ArcGIS, Collect Earth Online, Python, and many other tools to better understand the environment around us. During the last few weeks of the program, a team of seven other interns and I completed our own research project called "Harnessing ...

In this blog post, I will go through every step of the internship and outline my experience! Before I do that, first of all, I would like to say that I am so happy that I got to spend my summer with SEES! This program was so amazing and helped guide me a bit more on what I want to do in my future career and in college! I am very grateful for all of our mentors who guided us through the program and provided great knowledge and support to all of us! Thank you for this opportunity. Modules: Climate Science Background and Exploring the Earth To prepare for the ...

My group’s project focused on using land cover data and GLOBE Observer images to create a machine learning model that can predict land surface temperature - a measure of how hot the surface of the Earth feels in a given location. For context, GLOBE is short for “Global Learning and Observations to Benefit the Environment”. It’s an app that lets volunteers across the world take observations of their local community (these could be of cloud cover, land cover, or mosquito habitats) and these observations help scientists track changes in the environment. It’s part of a wider ...

Roboflow is an open-source dataset management platform, where users can import data, label it, and then have a model train on it. For my group's project, CS-FLARE, we used Roboflow to label brush, grass, trees, and leaf litter in our NESW Images as shown below.  When I initially began labeling images, I tried using bounding boxes for each picture like the leaf litter in the image above. This became a bit annoying as sometimes the bounding boxes would cut parts of objects like trees, but it was still faster than using the polygon tool to manually trace around objects. ...