Unit 5: Integrated Geophysical Interpretation and Comparison with Ground Truthing
Summary
In this unit, students explore spatial associations between the three-dimensional electromagnetic (EM) conductivity inversions and the visible patterns of Salicornia (pickleweed) introduced in Unit 1, Exploring Harrier Meadow. The Arcview Storymap started in Unit 1 allows students to overlay inverted electrical conductivity patterns for different depths on aerial photographs of Harrier Meadow that highlight the patches of pickleweed. Students analyze how conductivity patterns vary with depth and explore for evidence for a relationship between electrical conductivity and pickleweed patches based on the hypothesis introduced in Unit 1. Students then perform an integrated interpretation of both the EM and electrical imaging inversions along with the results of direct sampling (coring, pore water sampling, soil characterization) conducted at locations selected using the electrical conductivity patterns observed in the EM dataset. Students perform basic qualitative assessments of the correlation between physical and chemical properties of the sampled soils and soil electrical conductivity from the EM inversions. Students finish the module by evaluating the extent to which the geophysical dataset and supporting direct measurements support the hypothesis pertaining to the cause of the Salicornia clusters introduced in Unit 1.
Learning Goals
Students will be able to:
- Interpret the image of electrical conductivity acquired in Unit 4 along with the images of conductivity structure from a provided 3D EM conductivity mapping dataset in terms of variations in salinity and soil physical properties (porosity, grain size) across the study site
- Summarize the evidence for a relationship between soil electrical conductivity and pickleweed intensity based on a hypothesis introduced in Unit 1, Exploring Harrier Meadow
- Refine their interpretations of geophysical datasets based on results of direct sampling observations at the study site
- Integrate geophysical and direct sampling datasets to evaluate the extent to which the findings support the hypothesis introduced in Unit 1: "Salinity-tolerant plants are thriving in regions of locally elevated salinity. As salinity exerts a strong control on electrical conductivity, we expect to map out increases in salinity in regions where pickleweed is thriving."
Context for Use
The module is most appropriate for a majors-level undergraduate geophysics or environmental science course. This unit could also be used as an independent (of the other units) activity to teach electrical environmental geophysics concepts, although the instructor would need to pull some content from earlier units for background. It takes approximately 1.5-2 hours, with students doing independent exploration using a geophysical data visualization tool embedded in a GIS story map.
For an introductory-oriented version of the module, Unit 5 can be paired with subsets of the other units.
Description and Teaching Materials
Students evaluate the extent to which the geophysical dataset and supporting direct measurements support the hypothesis pertaining to the cause of the Salicornia clusters introduced in Unit 1.
Materials provided:
- Geophysical Interpretation and Comparison with Vegetation Patterning (PowerPoint Slideshow (.ppsx) 28.3MB Jul26 20): Narrated slideshow that introduces students to the exercises that explore the relationship between the geophysical measurements and the vegetation patterning. Please see the note about colorblindness in the "Teaching notes and tips" section of this page.
- Geophysical Interpretation and Comparison with Vegetation Patterning (MP4 Video 40.1MB Jul27 25): video version with captions.
- ArcGIS story map for visualizing the correlation between electrical conductivity structure from EM geophysical datasets and vegetation patterning
- Geophysical Interpretation and Comparison with Ground Truthing (PowerPoint Slideshow (.ppsx) 33.8MB Jul26 20): Narrated slideshow that introduces students to the exercises that explore the relationship between the geophysical measurements and the direct coring datasets
- Geophysical Interpretation and Comparison with Ground Truthing (MP4 Video 39.1MB Jul27 25): video version with captions.
- Unit 5 Student Exercise (Microsoft Word 2007 (.docx) 1.5MB Jul1 25): Student handout describing unit activities to the student
- Unit 5 Student Worksheet (Microsoft Word 2007 (.docx) 5.5MB Jul1 25): Student worksheet that can be used to assess student comprehension of the unit and achievement of learning objectives. The answer key is available for instructors. See the "Assessment" section of this page, below.
Teaching Notes and Tips
- Students should first watch the narrated slideshow focused on the comparison of the geophysical inversions and the vegetation patterning [Note that the PPSX file can be opened as a regular PowerPoint file if Powerpoint is running]. This sets them up to use the slider tool in the ArcGIS story map for the project to explore in detail the relationship between electrical conductivity of the soils/sediments and the vegetation patterning.
- Note: approximately one in twelve males and one in two hundred females are red-green colorblind; for these people, there is no visual difference between the pickleweed and other vegetation in the imagery, and the red and green portions of the resistivity datasets are indistinguishable from each other as well. (If you have "normal" color vision, you can use this color blindness simulator to see what the images look like to people with many different kinds of color vision deficiencies.) One way to accommodate students with colorblindness is to have students work in pairs or small groups as they interpret the imagery. Alternatively, you could provide annotated images of the pickleweed distribution and conductivity datasets to all students, so that they are all working with the same data.
- After they have completed these exercises (Tasks 5.2.1 and 5.2.2) students are ready to explore the relationships between the geophysical inversions and the results of direct coring/sampling. Students should watch the narrated slideshow focused on the comparison of the geophysical inversions and the vegetation patterning. Subsequently, they should tackle the final task (Task 5.2.3) of the unit and the module.
Assessment
The student exercise (along with the associated worksheet) is the summative assessment for the unit. It includes a suggested rubric for assessment.
Solutions for instructors
References and Resources
All references and resources relevant to this unit can be found in the associated section of the earlier units in this module.
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