Category: Satellite

Predicting Sea Surface Salinity from Space

The simplest definition of salinity is how salty the ocean is. Easy enough, right? Why is this basic property of the ocean so important to oceanographers? Well, along with the temperature of the water, the salinity determines how dense it is. The density of the water factors into how it circulates and mixes…or doesn’t mix. Mixing distributes nutrients allowing phytoplankton (and the rest of the food web) to thrive. Globally, salinity affects ocean circulation and can help us understand the planet’s water cycle. Global ocean circulation distributes heat around the planet which affects the climate. Climate change is important to oceanographers; therefore, salinity is important to oceanographers.

Spring Salinity Climatology for the Chesapeake

Spring Salinity Climatology for the Chesapeake

Salinity doesn’t vary that much in the open ocean, but it has a wide range in the coastal ocean. The coast is where fresh water from rivers and salt water in the ocean mix. Measurements of salinity along the coast help us understand the complex mixing between fresh and salty water and how this affects the local biology, physics, and chemistry of the seawater. However, the scope of our measurements is very small. Salinity data is collected by instruments on ships, moorings, and more recently underwater vehicles such as gliders. While these measurements are trusted to be very accurate, their spatial and temporal resolution leaves much to be desired when compared to say daily sea surface temperature estimated from a satellite in space.

So, why can’t we just measure salinity from a satellite?Well, it’s not as simple, but it is possible. NASA’s Aquarius mission which was launched this past August is taking advantage of a set of three advanced radiometers that are sensitive to salinity (1.413 GHz; L-band) and a scatterometer that corrects for the ocean’s surface roughness. With this they plan on measuring global salinity with a relative accuracy of 0.2 psu and a resolution of 150 km. This will provide a tremendous amount of insight on global ocean circulation, the water cycle, and climate change. This is great new for understanding global salinity changes. What about coastal salinity? What if I wanted to know the salinity in the Chesapeake Bay? That’s much smaller than 150 km.

That’s where my project comes in. It involves NASA’s MODIS-Aqua satellite (conveniently already in orbit:, ocean color, and a basic understanding of the hydrography of the coastal Mid-Atlantic Ocean. Here’s how it works: we already know a few things about the color of the ocean, that is, the sunlight reflecting back from the ocean measured by the MODIS-Aqua satellite. We know enough that we can estimate the concentration of the photosynthetic pigment chlorophyll-a. So not only can we see temperature from space, but we can estimate chlorophyll-a concentrations too! Anyway, there are other things in the water that absorb light besides phytoplankton and alter the colors we measure from a satellite.

Spring Salinity Climatology for the Mid-Atlantic

Spring Salinity Climatology for the Mid-Atlantic

We group these other things into a category called colored dissolved organic material or CDOM. CDOM is non-living detritus in the water that either washes off from land or is generated biologically. It absorbs light in the ultraviolet and blue wavelengths, so it’s detectable from satellites. In coastal areas especially, its main source of production is runoff from land. So, CDOM originates from land and we can see a signal of it from satellites that measure color. What’s that have to do with salinity?

You may have already guessed it, but water from land is fresh. So, water in the coastal ocean that is high in CDOM should be fresher than surrounding low CDOM water. Now we have a basic understanding of the hydrography of the coastal Mid-Atlantic Ocean, how it relates to ocean color, and why we need the MODIS-Aqua satellite to measure it. So, I compiled a lot of salinity data from ships (over 2 million data points) in the Mid-Atlantic coastal region (Chesapeake, Delaware, and Hudson estuaries) and matched it with satellite data from the MODIS-Aqua satellite in space and time. Now I have a dataset that contains ocean color and salinity. Using a non-linear fitting technique, I produced an algorithm that can predict what the salinity of the water should be given a certain spectral reflectance. I made a few of these algorithms in the Mid-Atlantic, one specifically for the Chesapeake Bay. It has an error of ±1.72 psu and a resolution of 1 km. This isn’t too bad considering the range in salinity in the Chesapeake is from 0-35 psu, but of course there’s always room for improvement. Even so, this is an important first step for coastal remote sensing of salinity. An algorithm like this can be used to estimate salinity data on the same time and space scale as sea surface temperature. That’s pretty useful. The folks over at the NOAA coastwatch east coast node thought so too. They took my model for the Chesapeake Bay and are now producing experimental near-real time salinity images for the area. The images can be found here: They will test the algorithm to see if it is something they want to use

Climatologies of salinity for all of my models can be downloaded here:

I view this project as an overall support of the NASA Aquarius mission by providing high resolution coastal salinity estimates that are rooted in in situ observations. I hope this information proves to be useful for coastal ocean modeling and understanding the complex process that effect the important resource that is our coasts.

Hurricane Katia Footprints

The ORB Lab was having a meeting in the GVis Lab this week and, as usual, the East Coast US 8-Day Averaged Sea Surface Temperature overlay was up on the screens. Dr. Oliver pointed to the screen and noted that there was a path cutting across the Gulf Stream that was cooler than usual and that it was probably due to upwelling and mixing from hurricane Katia. Sure enough, we loaded up a layer showing Katia’s track and they lined up.

Katia SST Trail

Katia SST Trail

We then checked to see if there was anything noticeable on the East Coast US 8-Day Average Chlorophyll layer and you can see what appears to be a slight bloom in chlorophyll along the track as well (slightly lighter blue).

Katia Cholorophyll Trail

Katia Cholorophyll Trail

Another neat view is the markedly cooler water that you flowing into the bays from the increased river discharge that resulted from the large amounts of rain dropped by hurricane Katia and tropical storm Lee as they passed through.

Cold river water 20110913

Cold river water 20110913

These layers and several others are processed and uploaded daily and made available via the Orb Lab website in the Public Access section. They are exposed via Google Maps interfaces as well as Google Earth embedded views and linkable KMZ file formats. Neat stuff!

NASATweetup for the Final Endeavour (STS-134) Launch

Ocean Bytes AstroTweeter @cpuguru

Ocean Bytes AstroTweeter @cpuguru

It’s official – I’m heading to Kennedy Space Center in sunny Florida for the Space Shuttle Endeavour (STS-134) launch as part of what they call a “#NASATweetup”. I follow @NASA via my personal Twitter account – @cpuguru – and when they announced that they were accepting applicants for the 150 spots that could gain back-stage access to the Space Shuttle Endeavour’s final launch, I beat feet over to the site and entered the contest. Apparently there were over 4,000 applicants for these openings from around the world. It blew my mind when I finally got the email from NASA saying that I was selected. I am deeply honored to be included in this auspicious event.

What is a “NASA Tweetup” you ask? Well, according to the NASA Tweetup page:

“A Tweetup is an informal meeting of people who use the social messaging medium Twitter. NASA Tweetups provide @NASA followers with the opportunity to go behind-the-scenes at NASA facilities and events and speak with scientists, engineers, astronauts and managers. NASA Tweetups range from two hours to two days in length and include a “meet and greet” session to allow participants to mingle with fellow Tweeps and the people behind NASA’s Twitter feeds.”

STS-134 Patch

STS-134 Patch

A list of the ~150 confirmed attendees of the #NASATweetup for space shuttle Endeavour’s launch can be found via the @NASATweetup/sts-134-launch list. A fellow attendee, @ChrisCardinal, has setup a comprehensive blog site that he’s using to post information pertinent to the launch and the STS-134 Tweetup at It’s been quite useful for tracking some of the behind-the-scenes information about the shuttle launch, as well as updates such as the delay of the launch from April 19 to a new (unless it changes again) April 29 launch date due to a overlap issue it would have with docking with the International Space Station by a Russian Progress supply vehicle. My understanding is that the delay came about because the Russian vehicle needed to be docked to the ISS during the same time frame as the Endeavour’s 14-day mission would have fallen. Apparently there are two docking ports on the ISS and the two vehicles could theoretically have been docked simultaneously, but I believe that process has not yet been fully vetted and approved yet so the safer alternative of delaying the shuttle launch was selected.

I’m taking you with me!

The bad news is that while I won the lottery to attend the NASA Tweetup, I am unable to physically take anybody else with me. The GOOD news is that doesn’t mean that you can’t come with me virtually. I’m brainstorming on what kinds of equipment I can pull together that would allow me to share as much of this experience with you as I can through the magic of modern portable electronics. I want to cobble together a high-def webcam and perhaps a tablet or laptop so that I can record (and maybe live stream) my adventure ala Hat Cam Guy (aka Joel Glickman). Since I don’t have an iPhone to hot-glue to my ball cap, I might have to rely on the generosity of others to help me pull this off. If you have some equipment and/or resources you’d like to donate to the cause please let me know by emailing me at

Q&A for NASA

If you look in the menu above, you’ll see that I added a page called “Q&A for NASA” so that school kids (and adults ;?) can post questions that they’d like me to try to get answers for while I’m down there. If you have a question that you’d like me to try and find an answer to, please feel free to add it in a “comment” to the page and I’ll do my best to get it answered while I’m down at the Kennedy Space Center.

Government Shutdown?

Now we are apparently going to be playing the “chase the launch date” game as we worry about the possible impact that a US Government shutdown would have on the launch due to the lack of a budget from Congress. I’ve been following the Twitter hashtag “#NASATweetup” and keeping a watchful eye on what the latest rumors are as to whether the mission will be delayed from its current April 29 launch date if funding isn’t allocated to keep governmental operations rolling. I’m crossing my fingers and hoping that Congress can get matters worked out.

A HUGE shout-out to Tammy!

I’ve been emailing back and forth with our awesome Marine Public Education Office team about this incredible opportunity to reach out and help educate and include kids in this adventure. I mentioned that it would be cool to include more of a space theme in the Ocean Bytes header image and in the time it took me to drive home I had the awesome header image that you see above in my inbox from our incredibly talented Tammy Beeson. Tammy ROCKS!

Antarctic Storm Moves In

Our streak of excellent weather has officially come to an end with a large low pressure system in the Drake Passage.

Storm moves into Palmer Station

The weather was even tough tough for the ever-working “birders” who were going to deploy a few satellite tags on penguins today. REMUS missions are cancelled for the day. That might be good since one sprung a leak on a mission yesterday. Only the gliders are out….which makes gliders an awesome platform for ocean science when the weather gets a bit “snotty”. They don’t complain and don’t get sea-sick. The “Blue-Hen” continues is mission mapping the foraging locations of penguins when even the penguins are too scared to go out! That means I get to stay home and peel garlic (very necessary for all the amazing food here).

Garlic….it’s like the best thing you can eat when it is windy

Saturday is also the day we all clean the station and have a station meeting. I got to help clean the kitchen today. That was really nice because I totally miss cleaning the kitchen at home (no, not really). We also learned that hiking on the Gamage glacier behind the station is more restricted after a new crevasse opened up. Funny story about that…..Mark Moline found it by falling into the crack. He was fine, but it was a bit un-nerving. The GSAR (Glacial Search and Rescue) team changed the boundaries after they went and uncovered the full extent of “Mark’s Crack”.

The bad weather lets us do a bit of data analysis on where the penguins are foraging. The penguins seem to be keying off of the deep canyon off of Palmer station. This has been a working hypothesis from the “birders”

Finally, I’ll leave you with an awesome moon-rise over the Gamage Glacier. Pretty awesome sight.

Moonrise over Gamage Glacier

Penguins, AUV’s, Satellites: together at last

Adélie Penguin Rookery

Adélie Penguin Rookery on Humble Island

Satellite tagged Adelie Penguin

Satellite tagged Adelie Penguin

Penguin swimming tracks near Palmer Station

Penguin swimming tracks near Palmer Station

Ballasting the Glider (Blue Hen)

Ballasting the Glider (Blue Hen)

Is it possible to follow penguins from space to understand where and how they are feeding in Antarctica? Absolutely!..but not without an excellent team from University of Delaware, Rutgers University, Polar Oceans Research Group, and Cal Poly San Luis Obispo. The sequence starts with the “Birders”. The “Birders” are from Polar Ocean Research and they have been studying penguins in the West Antarctic Peninsula for years. The “Birders”, headed by Bill and Donna Fraser, head out to local rookeries to identify good penguins to tag with satellite transmitters. Finding the right breeding pair is key. The pair should have two chicks with both parents still around. Some chicks only have one parent, probably because one parent was killed by a Leopard Seal. We want to choose one of the parents, because we are pretty certain they will return to their chicks to feed them. This also helps in recovering the transmitter. If the bird does not return, the transmitter comes off during their natural annual molt cycle. Once a penguin is selected, it is gently fitted with a satellite transmitter. Special waterproof tape is used to connect the transmitter to the thick feathers on the back of the penguin. The penguins are remarkably calm during the process.  Once the tag is attached, the penguin is released back to its nest. The next part of the sequence is for the birds. The penguins head out to feed on krill and small fish in the area. Their tags relay their position information to ARGOS satellites and we get nightly updates. The Birders pass on their data to me nightly, and I filter and map the penguin tracks. I put them into Google Earth, so we can see where the penguins have been feeding. Then, through the magic of mathematics, we turn their tracks into predicted penguin densities. Based on these densities, we plan our AUV missions to intersect with the feeding penguins (Slocum Electric Gliders and REMUS AUV’s).  The first priority is to make sure the AUV’s are ballasted correctly. This means that they need to be trimmed with weights just right so they travel correctly under the water. We use small balances and scales to get the weight of the vehicle just right, then put them into ballasting tanks to make sure we did it correctly. The vehicles should hold steady just under the surface of the water.

Getting ready for the launch of the "Blue Hen"

Getting ready for the launch of the "Blue Hen" (M. Oliver and K. Coleman)

Once we have a planned mission, we head out in small zodiacs from the station to a pre-determined point. For the Gliders, we call mission control at Rutgers University (Dave, Chip, John) and let them know a glider will be in the water shortly. Once it is in, control of the glider is accomplished via satellite telephone directly to the glider. The glider calls in and reports data and position to mission control. We can see the data coming in live over the web, and in Google Earth as we navigate the vehicle to where the penguins are feeding. The gliders move by changing their ballast, which allows them to glide up and down in the water while their wings give them forward momentum. They “fly” about 0.5mph for weeks at a time!

Mark Moline with REMUS's

Mark Moline with REMUS's

In contrast to the Gliders, the REMUS vehicles are very fast and are designed for shorter, 1 day missions. Daily missions are planned around the penguin foraging locations. The Cal Poly Group (Mark Moline and Ian Robbins) have been launching 2 Remus Vehicles per day to map areas the gliders can’t get too. Like the gliders, these vehicles call back via iridium to let us know how they are doing in their mission.

MODIS Chlorophyll, Penguins, and Gliders

Glider Dances around Adélie Penguin Tracks in a sea of chlorophyll

Finally, we are getting satellite support from my lab at U.D. Erick, Megan and Danielle have been processing temperature and chlorophyll maps in near-real time to support our sampling efforts, as well as AUV operations up and down the West Antarctic Peninsula. Just today, we saw that the penguins in Avian Island (south by a few hundred miles) have been keying off of a chlorophyll front. RU05 was deployed by the L. M. Gould and will be recovered soon. All in all, it is a pretty awesome mission to track these penguins from space and AUV’s. We will see how the season develops!

Note: I will be uploading photos and videos to the ORB Lab Facebook page throughout my stay in Antarctica. Be sure to check there for my latest updates.

Penguins from Space

The West Antarctic Peninsula (WAP) is one of the most rapidly warming regions on Earth, with a 6°C temperature rise since 1950.  Glaciers are retreating and the duration and extent of sea ice has significantly decreased. Many species rely on the sea ice as a resting platform, breeding ground, protective barrier or have life histories linked to sea ice thaw and melt cycles. With the declines in sea ice, many species are having a difficult time surviving and adapting to the new warming conditions.

The food web along the WAP is short and allows energy to be transferred efficiently. Phytoplankton (tiny plants that capture energy from the sun) are ingested by zooplankton (such as krill) which are in turn eaten by penguins, seals and whales. Due to the rapid nature of the warming around Palmer Station and the short food chain, it is an ideal location to study the effects of the acute changes in a warming environment.

Palmer Station, Antarctica

In particular, Adélie penguins are experiencing significant population declines near Palmer Station, Antarctica.  On Anvers Island, populations have decreased by 70%. Declines in sea ice have also led to declines in the preferred food of Adélies.  Silverfish have nearly disappeared and krill have decreased by 80%. Currently, Adélies are having a difficult time finding a satisfying meal. In turn, many species are migrating southward to look for new places to live and better food resources. On the other hand, ice-avoiding species (Gentoo and Chinstrap penguins) have been able to move south into the Adélies home range.

Adélies are a prime vertebrate species to study in relation to a changing environment.  Tagging Adélies in summer breeding colonies with satellite-linked transmitters, allow foraging locations to be monitored. Their foraging tracks can be compared to satellite derived oceanic properties such as sea surface temperature, chlorophyll, sea-ice, and wind. Since conditions have changed so quickly over the last few decades, the recent development of satellites can easily detect these changes. The UD-134 Slocum Glider (underwater robot) will be deployed in January 2011 and 2012, to do additional surveys near breeding hotspots.  This will allow us to combine satellite data with high resolution in-situ glider data to predict how ideal foraging locations for Adélies may change as warming continues. This will also test the satellites ability to accurately describe ecological changes that are occurring along the WAP.

Adélie Penguin

The Palmer Long Term Ecological Research Program (PAL LTER) began in 1990, and investigates aspects of this polar environment while maintaining historical records for marine species.  Historical satellite data and species records will be useful in predicting phytoplankton, krill and penguin abundances and distributions.  Models will be used to predict future foraging locations of Adélies in PAL LTER region of the WAP. It is important to study this region because changes are happening faster than predicted and these changes can lead to dramatic effects in our lifetimes.

Polar Orbiting Satellite Receiving Station

The video above is a quick screencast NASA JPL’s Eyes on the Earth application, which shows the tracks of various satellites orbiting the globe. It’s a really cool application that gives a top-notch overview of some of the satellites currently in orbit and their trajectories around the Earth. Take some time and poke around, you’ll be glad you did.

Polar Satellite RadomeThe reason I included it is that I promised to cover the polar orbiting satellite receiving station in a previous blog post about the new Satellite Receiving Station in Delaware. In the previous post I discussed the geostationary satellite receiving station. In this post, I hope to shed some light on the polar orbiting receiving setup.

What’s Inside the Radome

MODIS Satellite PassThe equipment for the polar orbiting satellite receiving station is a bit more involved than the pretty much non-moving geostationary setup. As the name implies, the polar orbiting satellites do just that, they orbit the Earth north and south, going from pole to pole. Their path is relatively simple, they just go around the earth in circles, but as they’re doing so, the Earth is rotating beneath them. The satellites point their cameras towards the earth and essentially capture a swath of data during each rotation. Since the Earth is rotating beneath them, the swath appears as a diagonal path if you look at the overlay.

Inside the RadomeIn order to capture data from a moving target, the dish has to be able to rotate and move in three axis in order to follow the satellite of interest. In order to protect the receiving equipment from the weather, it is typically installed in a circular fiberglass enclosure called a “radome”. To keep the design relatively simple, there is only one mounting configuration and radome setup created, and that’s designed to mount onboard a ship. It is then relatively simple to attach a mounting bracket to the top of a building and bolt the radome assemgly to it.

The video at the top of the page shows that there are several satellites in orbit, so the Terascan software has to pull down satellite ephemeral data from Celestrak each day, take into account the location of the tracking station, and generate a calculated schedule of which satellites will be visible to the satellite dish throughout the day. As there may be more than one satellite in view during any given time period, the satellite operator assigns a priority weighting to each satellite. The Terascan software then uses that weighting to decide which satellite it will aim the dish at and start capturing data.

Receiving Station Workstations

Acquisition and Processing SystemsInside the building is a rack of computers and receivers whose purpose in life is to control the dish on the roof of the building and to receive and process the data it relays down from the satellite. The receiving station at UD has both X and L-Band receivers which receive the data stream and pass it to a SeaSpace Satellite Acquisition Processor. The processor then sends the data packets to a Rapid Modis Processing System (RaMPS) which combines the granularized HDF data files from the satellites into a TeraScan Data File (TDF) file. Once in this format, various programs and algorithms can be run against the TDF file and channels of interest can be combined using NASA/NOAA and other user supplied algorithms to create the output product of interest. As the files can get rather large and there can be several of them coming in throughout the day, they are then moved over to a Networked Attached Storage (NAS) server and stored until they are needed.

Satellites Licensed

The UD receiving station is licensed and configured to receive data from the following satellites:

  • Aqua
  • Terra
  • NOAA 15
  • NOAA 17
  • NOAA 18
  • NOAA 19
  • MetOp-A (Europe)
  • FY-1D (China)

Hopefully this sheds a little more light on the polar orbiting receiving station and its capabilities. Let me know if there are any additions or corrections to the information I’ve posted.

New Polar and Geosynchronous Satellite Receivers for Delaware

A few weeks ago they fired up a new satellite receiving station from SeaSpace at the University of Delaware’s main campus in Newark, DE. Two receivers were brought online, one for L-Band reception from Geosynchronous Satellites and one for X/L-band reception from Polar Orbiting Satellites. Both receiving systems have dishes that are mounted on the roof of Willard Hall as it presented the least obstructed view of the sky. The adds additional capability to an east coast satellite operations contingent which includes:

  • University of Maine
  • City College of New York
  • Rutgers University
  • University of Delaware
  • University of South Florida
  • Louisiana State University
  • Purdue University

For this blog posting, I’ll only cover the geosynchronous satellite capabilities. In a future posting I’ll cover the polar orbiting hardware and its capabilities.

Geosynchronous Satellite

UD Geosynchronous Satellite Dish

The beauty of geosynchronous satellites is the simplicity with which they can be tracked. Rather than flitting all about and requiring fancy calculations and equipment to track them, you merely point the dish to a point in the sky where the satellite remains fixed relative to the motion of the earth and pretty much lock the receiving dish down. Since the satellite is moving with a trajectory and speed that matches the rotation of the earth, the satellite is said to be “geo-stationary”.

The dish used to receive the signals from the geosynchronous satellites is therefore simple in its design. It is mounted with only one axis of movement, meaning it can only be adjusted along an arc of the sky either to the east or to the west. There is a motor and lead screw mounted on the back that will either push the dish one way, or pull the dish the other in order to position it for the best signal strength. The current intent of the UD dish seems to be dedicated to constantly receiving real-time data from the GOES-EAST satellite (also known as “GOES-13”). GOES East outputs full disk imagery of the the earth from a longitude of 75 degrees west, which gives a good view of pretty much all of North and South America and a good chunk of the Pacific and Atlantic Ocean.

GOES stands for “Geostationary Operational Environmental Satellite” and it is operated by NOAA’s NESDIS or “National Environmental Satellite, Data, and Information Service” primarily to support meteorological operations and research, which includes weather forecasting and storm tracking. The dish is oriented in such a way that it could also be programmed to point to GOES-WEST (aka GOES-11)  for a satellite view of the Pacific Ocean (centered around 135 degrees west longitude) as well if the need arises.

GOES East Full Disk Infrared GOES West Full Disk Infrared

GOES Sensors

One thing to bear in mind is that GOES-13 hasn’t always been “GOES East” – it took over for GOES-12 in April 2010, with GOES-12 moving to 60 degrees West to replace GOES-10 (decommissioned) for coverage of South America. I note this so that you don’t assume that the sensors (and/or their calibration factors)  for a particular GOES station are always the same.


The current GOES-East has optical imagers with 6 channels with resolutions of 1.1km for the visible channel (one); and 4km and 8km resolutions for the near infrared, water vapor and thermal infrared channels (two through six). The imager is basically a rotating mirror and lens configuration that scans the earth from north to south, line by line to receive reflected visible light, water vapor as well as infrared radiation channels. Each line scanned is digitized and transmitted back towards the earth with measurement units of percent albedo for visible light and temperature for the water vapor and infrared information. Spectral response functions can now also be downloaded online from the NOAA Office of Satellite Operations as well as other GOES calibration information.


GOES satellites are also equipped with a sounder with 8km resolution. The sounder scans the atmosphere over the land and ocean and provides vertical profiles which include the temperature of the surface and cloud tops as well as derived wind velocities from these measurements.

Real-time Access to Data

The key feature to having a satellite receiving station on-site is the access to the raw, real-time satellite data. Sure, you can get pull some images down from the NOAA Geostationary Satellite Server, but they would be just derived images. Scientists here at UD and elsewhere are interested in getting the latest raw data feeds from the satellites so that they can research and develop algorithms that process the raw channel data into other products in support of their research projects.

Next on my agenda is to try to give some insight into the polar orbiting satellite tracking station and the fancy gear that sits inside the radome enclosure. Cheers!

Turning Satellite Data into Google Earth Maps: It’s Easy!

As a new grad student in the ORB (Ocean exploration, Remote Sensing, and Biogeography) lab at the University of Delaware under Dr. Matthew Oliver, I (along with my cohort Danielle Haulsee) were tasked with learning to write code in R.  R is a language that enables statistical computing and making graphical displays. To some of you this may sound basic, but having no prior programming experience it was a little overwhelming at times.  After getting the basics down, we then started pulling sea surface temperature and chlorophyll data from NASA’s Goddard Space Flight Center (GSFC) MODIS Aqua satellite.  This isn’t just any temperature and chlorophyll data either, it’s real-time and updated everyday!  From this we were able to create maps on Google Earth, which is a great platform for viewing and interacting with multiple data layers on a global scale.  This allows us to easily distribute NASA’s data for ocean planning.  These overlays along with others were also able to assist in planning Slocum Glider missions in areas surrounding the Gulf oil spill.

In our Google Earth maps, we created 1, 3, and 8 day averages that reflect the current conditions in the ocean.  Each day our code downloads the lastest satellite data that has been updated on NASA’s website and then it is averaged along with the previous days to create an average. The 1 day average maps are patchy due to the fact that the satellites can not see through the clouds.  Therefore, the 8 day averages make for a more complete and accurate picture.  For higher resolution images, we created smaller maps of just California, the East Coast and even Antarctica!  These locations correspond to areas that we conduct further research in.   Google Earth was interested in our overlays so check out the Google Earth Gallery for sea surface temperature and chlorophyll concentrations near you!

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