Student learning outcomes for intro remote sensing course

As with many universities, UNR is seeking to make explicit each course’s student learning outcomes (SLOs).   I teach an advanced-undergrad/grad introductory remote sensing course here.   Students come from a variety of backgrounds but tend to be from geography, geological sciences and engineering, ecology, atmospheric sciences, and natural resources and environmental sciences.  A few have some calc under their belt, but most don’t.  I want all students to have an appreciation for the physical basis for remote sensing, its capabilities and limitations, a sense of the diversity of applications, and the relationship between these and a variety of sensors, platforms, and systems.  Mostly, I want them to be able to intelligently use remote sensing information and be prepared for more advanced classes (e.g. imaging spectroscopy/hyperspectral).

Anyway, here is a draft of my SLOs along with course objectives for “Remote Sensing: Principles and Applications”.

I welcome any feedback from remote sensing (or non-remote sensing) folks via e-mail or Twitter ( @AlbrightLCB).

Course Objectives:

  • Attain a foundational knowledge and comprehension of the physical, computational, and perceptual basis for remote sensing.
  • Gain familiarity with a variety of physical, biological, and human geographic applications of remote sensing.
  • Gain basic experience in the hands-on application of remote sensing data through visual interpretation and digital image processing exercises.
  • Analyze and synthesize understanding by identifying and developing a research and application proposal using remote sensing.

Student Learning Outcomes (SLOs):

  1. Students will be able to recognize and explain at a basic level fundamental physical principles of remote sensing, including the electromagnetic spectrum; the emission, scattering, reflection, and absorption of electromagnetic (EM) radiation; how EM radiation interactions vary across a limited number of substances, geometries, and temperatures; and geometric properties of photographs and imagery.
  2. Students will be able to recognize and explain basic computational properties of remote sensing data acquisition, storage, and processing.
  3. Students will be able to apply mathematical relationships (at a pre-calculus level) describing fundamental physical, geometric, and computational principles relevant to remote sensing.
  4. Students will be able to identify key applications of land, marine, aquatic, and atmospheric remote sensing and relate them to the properties of historical, current, and planned remote sensing instruments, approaches, and datasets.
  5. Students will demonstrate proficiency and conceptual understanding in using software or manual techniques to carry out remote sensing image processing and analysis through a series of laboratory exercises and reports.
  6. Students will describe a remote sensing application and assemble and summarize relevant literature in a written assignment.
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Perspectives from Project HEAT 2014

ProjectHEAT logo

logo design: G. Sadoti, T. Albright

We just wrapped up our middle school summer engagement workshop called Project HEAT and I’m exhausted (in a good way).

 

Project HEAT participants discover a Red-Winged Black Bird nest

Project HEAT participants discover a Red-Winged Black Bird nest.

Working with a team from UNR Geography, the Raggio Research Center for STEM Education, and the Dean’s Future Scholars program, we hosted 16 Northern Nevada middle schoolers and immersed ourselves in a week-long environmental science experience.

What’s Project HEAT about?

The “HEAT” in Project HEAT stands for hot environments, animals, and temperature.   Linking to our NASA-funded research project “Desert Birds in a Warming World”, we focused on how surprisingly variable temperature is in space and time, why temperature is important to plants, animals, and people, and how we measure temperature in the field and from space.   Perhaps more importantly, this theme was a vehicle to get the kids some experience with science: field observations, brainstorming questions and hypotheses, designing experiments to test them, and analyzing and reporting their data.  Along the way, the kids also learned a bit about GPS navigation, climate change, ornithology, remote sensing, physiological ecology, and geospatial science and engineering careers here in Reno and beyond.

Learning about radiation shields...

Learning about radiation shields…

...and constructing them!

…and constructing them!

 

 

 

 

 

 

Participants tending to their vertical temperature profile experiment

Tending to a vertical temperature profile experiment

The centerpiece of the week was a set of experiments that four different teams of kids designed, executed, analyzed, and reported.  The teams were provided several micro temperature sensors called “iButtons”, constructed radiation shields, and deployed their sensor experiments in Washoe County’s Rancho San Rafael Park, right next to the UNR campus.  In doing these experiments, the kids observed vegetation microclimates, topographic effects, and vertical stratification of temperatures.  They also learned that science is full of surprises (e.g. being closer to the sun does not necessarily make something warmer).

Project HEAT – the bigger picture

Presenting results

Presenting results

The world is a big, complex place; we can’t learn everything about it by staying in a lab.  We need the big picture that geography, geospatial data, and remote sensing can provide.   But we also need to get into the field.  Although it can be challenging and sometimes messy (for researchers and the data), going into the field keeps us both grounded and inspired.   I think our kids walked away with a new perspective on science and geography that they did not have before.   Personally, I was inspired by the kids’ reactions to seeing frogs in a pond, a lizard basking in the sun, fluffy killdeer chicks through 8x magnification, hyperspectral satellite applications, and their own portraits taken with a thermal camera.  It reminded me how lucky we are to get to do science… and to get to do it with the amazing tools, places, and data that we have.

Thanks to all the people, contributors, and supporters that helped Project HEAT happen:   Jacque Ewing-Taylor and Kerry Howard of the Raggio Research Center; The Dean’s Future Scholars program, staff, and mentors; Geography/LCB members Giancarlo, Denis, Andrew, and Keeley;  our local business community, including Terra Core International, SpecTIR, and Swag | Blue Moon; the NASA New Investigator in Earth Sciences program for major project funding.  And finally, thanks and good luck to this year’s outstanding project participants!

Project HEAT portrait

Project HEAT portrait

Project HEAT portrait - thermal version

Project HEAT portrait – thermal version

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2013 LCB potluck/Pétanque clash

This gallery contains 7 photos.

Just had our annual LCB cookout/potluck at Casa Albright.  And, following tradition, sharp elbows came out for the pétanque action.

Gallery

Comings and goings at LCB

 

The new semester is underway and it is time to introduce a great batch of folks:

From left: Matthew Bromley, Nicole Shaw, & Andrew Vitale

From left: Matthew Bromley, Nicole Shaw, & Andrew Vitale

Matt Bromley joins the lab as Master’s student.  A Reno native, UNR alum, and decorated Army veteran, Matt is also a research assistant at DRI working on remote sensing and evapotranspiration.

Nicole Shaw is a new Master’s student working on a Great Basin conservation and landscape ecology project in conjunction with Conservation Science Partners.  Nicole enjoys family time outdoors and resides in the Lake Tahoe area.

Although he started in summer 2012, Andrew Vitale’s arrival was never trumpeted.  Yet, worthy of trumpeting it is.  Andrew comes to us with an environmental sciences degree from the University at Albany.  His Master’s research involves topoclimates and remote sensing data fusion.

We also welcome our intrepid pika-microclimate field team.  Team lead, David Fisher, comes with a freshly minted Master’s in geography from Oregon.  Alex Taylor, a recent UNR natural resources graduate, hails from the Central Sierra.

And we bid fond farewell to our undergraduate technician, Sarah Hardage.  Sarah completed her Bachelor’s in electrical engineering and now works for the department of defense at an undisclosed location.

 

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Profile in 2013 Tahoe Summit Report

Earlier this summer, in preparation for the recent 2013 Tahoe Summit, I was among a handful of UNR faculty to be interviewed about our research and teaching as they relate to the Tahoe Basin.  It was fun to get to talk a bit about birds, citizen science, topography and climate interactions, and our conservation motivations — even if Tahoe itself is only a small fraction of the pixels we look at.

The 2013 Tahoe Summit Report has come out and a link to the feature is below.    (Wonder if keynote speaker V.P. Al Gore read the report?)

http://tahoe.blogs.unr.edu/researchers/tom-albright/

AlbrightAtSpoonerLake

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Project HEAT kicks off amid record setting heat wave

Project HEAT logo

Design: Giancarlo Sadoti, Tom Albright/UNR

Today we welcomed 21 students participating in the Dean’s Future Scholars (DFS) program for a 2-week workshop we organized with the Raggio Research Center (RRC).

Dubbed Project HEAT (hot environments, animals, and temperature), the workshop will provide students hands-on scientific experiences organized around the theme of temperature: How temperatures vary in space in time, why temperature matters for animals and humans, how they cope with extreme temperatures, and the various ways scientists measure and analyze temperature data.  Fittingly, the workshop began as Reno (and much of the Western US) experienced record-setting heat.  We were mostly inside today.  However, the students did get to experience the heat later in the afternoon as they practiced GPS navigation, which we’ll need later in the workshop when students carry out their own mini research projects involving micro temperature sensors.

Slated to run for the next three summers, the workshop is the centerpiece of the educational component of our NASA-funded Desert Birds New Investigator project that began earlier this year.  Its all hands on deck at LCB for this workshop and it is great to also be working with DFS as well as with Jacque Ewing-Taylor and our outstanding graduate research assistant Kerry Howard.

Day1GeocacheBooty2

Project HEAT participants celebrate finding a geocache as they learn about GPS navigation. Photo: Tom Albright/UNR.
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LCB is now on Twitter

Follow us @AlbrightLCB https://twitter.com/AlbrightLCB

Not on Twitter yet?  Probably a good idea to join: http://twitter.com

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