For my (Area of Interest) AOI project I collected my 37 points using
GLOBE observer, google maps, and a grid creator. These tools made
collecting my data points a lot easier.
To start I plotted where all my AOI points would be based on a
central point. Using CVS and GeoJson files I was able to get all 37
AOI points in that area. When choosing a center point for your grid
you should...
I
did my AOI centered at a point near the entrance of my old elementary
school, Wilshire Elementary, in Euless, which is where I live. I
finished my 37 field observations in the span of exactly 7 days. This
allowed me to have more breathing space when collecting my data. When
strategizing a plan to get this done, I decided to keep my process as
simple and efficient as possible...
The Problem
You've got a list of AOI coordinates. Google Maps will show them to
you, but it won't tell you the best order to visit them. If you’ve got
more than a few points, this becomes a mess—guesswork, wasted time,
and unnecessary backtracking.
We need a tool that will plan the most efficient route for us instead
of figuring things out ourselves. That’s what this does, here’s...
This
project is all about mixing the personal stories of citizen
scientists with 30 years of the GLOBE (Global Learning and
Observations to Benefit the Environment) program. It combines
these two sources, as well as other data sources, to get a
complete picture of how our environment change
...
Our project for SEES 2024 was "Creating a Model to Identify
High-Risk Areas for Flash Flooding in Houston, Texas." In this
blog, I will discuss how we calculated which areas are "high-risk."
There are many ways to identify the most at-risk points of flooding
in a given region. Such points are commonly identified in a flood map,
such as the one here:
For our...
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...
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...
If you had asked me what “citizen science” was before this internship
with the NASA SEES (STEM Enhancement in Earth Science) Earth System
Explorers, I most likely would have conjured a description that
involved studying the human body. Now, however, I feel confident in
saying that citizen science is a dynamic, extraordinary meaningful
process by which everyday citizens contribute to...
The wildfire data analysis journey began with a dataset comprising
over 1200 points located in the California region. To uncover the
correlation between land cover types and wildfire risk, we first
needed to determine the wildfire risk for each point using the FEMA
Wildfire Risk Map. This step involved entering coordinates into the
software to obtain the wildfire risk index for each...
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...
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...
Adopt-a-Pixel | Where does water meet land in my community?
Scanning the Area
As our first assignment as part of the Earth System Explorers team, we've been tasked with making our first observations using the GLOBE Observer App. The goal was to make 12 total observations (6 Potential Mosquito Habitat & 6 Land Cover).
To be more efficient, I decided to make all of my observations...
I built my mosquito traps on June 20th and ran the experiment until July 15th. I collected a total of 15 observations during this period. To construct the traps I used three identical pots to hold water. The goal of my experiment was to find which type of mosquito bait would be the most effective at attracting and sheltering mosquitos. For the three baits I used dried leaves, grass clippings,...
My mosquito trap was definitely a rollercoaster, and with this being the last required update, I still plan on seeing how the traps do after the internship finishes since this has been really interesting. To give some background, I set out three traps around 30-40 yards away from each other around my AOI so I could get an idea of how different areas may yield different results. The first trap...
Mosquito Trap
Week 1
For the mosquito traps, I decided quite early on that my independent variable would be the container. I got 3 different containers; an old tire, a black bucket, and a gallon bottle/container while keeping all other factors the same. I used the same bait and the same amount of water and placed all 3 traps in my backyard behind the shade of the tree. I decided on...
AOI Fieldwork
At first, collecting land cover data for 37 points within my area of interest felt like a daunting task. However, after only a few "expeditions" in the past week, I was able to complete all 37 observations.
To make my work easier and more accurate, I intentionally choose an AOI that would contain as many points as possible within a nearby park. This was to ensure that I could...
My fieldwork to map land via the Globe app led me to understand where I live better. Texas is the second-largest U.S. state by both area and population. There are only four deserts in North America, and Texas is home to the Chihuahuan Desert. Texas Land Conservancy [TLC] works to conserve natural areas, protect the physical and ecological integrity of their wildlife habitat and native plant...
Concerns regarding the impact of global warming on vector-borne diseases have intensified interest in the relationship between atmospheric factors and dengue fever incidence. Global climate change poses the threat of serious social upheaval, population displacement, economic hardships, and environmental degradation. Changes in temperature, rainfall and relative humidity have potential to...
When you start writing your GLOBE report for IVSS, it might be difficult because you might not sure where to start. We tend to start writing the Methods section first because it is something you did it yourselves, and it should be relatively easy and straightforward to write. Second, you should write the Results section, do graphs, tables and texts (think of a best way to present your cool...
On May 1, 2021, I did a lot of things. Most of them involved staying home, logging in to Microsoft Teams for virtual school, and doing my homework. Little did I know that my life would change that very evening. I logged off from school and opened Outlook to check my email, and I saw it immediately: “Congratulations on your NASA virtual internship!”
For the next five months, I was immersed in...
