Exploring Biological Variation and the Value of Natural History Collections Using an Online Lesson
Editor: Thomas Merritt
Published online:
Abstract
First-year science students in large-enrollment lecture courses are rarely given opportunities to contribute to science beyond their classroom as part of their curriculum. Meanwhile, natural history museums are eager to engage students and the general public in curation and research projects, but cannot risk damage to irreplaceable specimens and typically do not have the resources to manage volunteers on the scale of a large university course. One such museum is the Beaty Biodiversity Museum (BBM) at the University of British Columbia (UBC), Canada. The BBM is home to UBC’s natural history collections and contains over two million specimens, but, like any natural history museum, specimens are not physically accessible to the general public, including university students. This lesson was designed to be online, with only a short project introduction and wrap-up happening in class, in order to both protect specimens and allow large numbers of students to participate in a museum curation project. A set of readings and videos introduce students to biological diversity and how it is documented in natural history museums, in this case, an herbarium. Along the way, students complete three worksheet activities exploring (i) physical variation within a single species, (ii) how specimens are preserved and digitized, and (iii) how new scientific questions can be asked using digitized biodiversity data. During this lesson, students digitize herbarium specimen labels and make a meaningful contribution to science beyond their own classroom. A pre- and post-survey capture student knowledge and perceptions of biodiversity before and after the lesson.
Primary Image: Two herbarium specimens of the bull kelp, Nereocystis luetkeana, demonstrating physical variation within a species. Images from the Consortium of Pacific Northwest Herbaria, used with written permission from Richard Olmstead, CPNWH Administrator.
Citation
Clarkston BE, Lipsen LPJ, Tembrevilla G. 2024. Exploring Biological Variation and the Value of Natural History Collections Using an Online Lesson. CourseSouce 11. https://doi.org/10.24918/cs.2024.33Lesson Learning Goals
Students will:- gain appreciation for the value of natural history collections to science and society.
- understand the importance of preserving biological diversity in a natural history collection.
Lesson Learning Objectives
Students will be able to:- LO-1: observe and measure physical variation within a single seaweed species.
- LO-2: describe important information listed on a natural history collection specimen label (specimen metadata).
- LO-3: reflect upon and appreciate the value of an herbarium and other natural history collections to science and society.
- LO-4: digitally transcribe herbarium specimen labels as a citizen scientist.
- LO-5: search a digital herbarium database (Consortium of Pacific Northwest Herbaria) and interpret specimen distribution results.
Article Context
Course
Article Type
Course Level
Bloom's Cognitive Level
Vision and Change Core Competencies
Class Type
Class Size
Audience
Lesson Length
Pedagogical Approaches
Principles of How People Learn
Assessment Type
Introduction
The term “natural history collection” brings to mind pickled fish in jars and cabinets filled with dried plants on paper. Indeed, these and other preserved specimen collections provide physical, genetic, and ecological information used to inform our understanding of biological diversity (1, 2). Around the world, between 2–3 billion specimens are housed in such collections (3), often housed in museums. Historically, a specimen was collected to provide a record of when and where a species was found; today, we know the scientific and societal benefits of these collections reach farther than the original collectors could have imagined (4). Four exciting examples: (i) Numerous species new to science discovered from natural history collection specimens (5–7); (ii) Stable isotope analysis of seaweed specimens from the 19th and early 20th century detects historical upwelling events (8); (iii) Animal specimens used to trace the origin and spread of human pathogens such as hantavirus, anthrax and the 1918 influenza outbreak (9); (iv) museum specimens used to track inset body size changes in response to global warming (10, 11). However, despite their enormous value, natural history collections seem chronically underappreciated and undervalued (5).
In recent years, public participation in activities that advance scientific knowledge, commonly referred to as “citizen science” (12), has greatly expanded (13, 14). Within post-secondary education, most citizen science projects fall under the topic of Ecology and Environment, take place across a diversity of institution types, and are done in courses with less than 30 students per section (15). Alongside this growing public participation in science, global efforts to create online specimen image and information databases are making natural history collections more widely available to science and society (16). The type of citizen science we focused on for this lesson is “data processing” (17, 18): participants, while not collecting their own data, make meaningful contributions by categorizing, transcribing, digitizing or otherwise managing data (17, 19). Data processing projects are now so popular they have earned a special name within citizen science: crowd science (19). Zooniverse is currently the largest platform aggregating data processing projects and some projects have resulted in peer-reviewed publications that include data generated by the public (17, 20). In the lesson described here, students participate in a data processing project on Zooniverse to transcribe herbarium specimen labels.
As natural history collections data becomes more widely available on the internet, classroom opportunities (21–23) and lessons using these data have followed. Two drivers to create natural history collection curricula at the undergraduate level have been the NSF-funded initiatives Advancing Integration of Museums into University Programs (AIM-UP) and Biodiversity Literacy in Undergraduate Education (BLUE). Classroom resources resulting from these two initiatives include activities to interpret specimen labels (24), access and interpret specimen occurrence data from online data repositories (25), track the effects of climate change using collections (26), and best practices for specimen collection and data management during a citizen science project (27).
The lesson described in this paper stands out from previously published natural history collections lessons in several ways: all activities completed by students are done outside the classroom, this lesson is the first to feature the Consortium of Pacific Northwest Herbaria data repository, is in the minority of citizen science lessons designed for courses greater than 150+ students (15), and this is the first biodiversity specimen activity to feature algae, in particular, the brown seaweeds known as kelp (Order Laminariales). Kelp are an ecologically important taxonomic group (28, 29), critical to the ecology of coastal ecosystems (30), currently in decline due to human-activities (30, 31), and yet are an often underrepresented group in classroom activities (but has been featured in a previous CourseSource lesson, “Using Place-Based Economically Relevant Organisms to Improve Student Understanding of the Roles of Carbon Dioxide, Sunlight, and Nutrients in Photosynthetic Organisms” [32]).
Intended Audience
We designed this lesson for an introductory biology lecture course at a large research university with high school biology or equivalent the only prerequisite. The course themes are genetics, evolution and ecology. The course serves approximately 2000 students per year divided into sections of 170–235 students per instructor. The audience is mostly students in their first year, with roughly 75% from the Faculty of Sciences intending to major in biology or health sciences and 25% from other campus faculties, primarily Arts, Forestry and Applied Sciences. Since this lesson is intended as an introduction to biodiversity and to natural history collections, we think it is easily adaptable for any introductory biology course in high school, community college or university.
Required Learning Time
Except for the two mini-lectures, the introduction and debrief, this is a self-directed lesson completed outside of class time. We give students two weeks to complete all activities and tell them to plan for roughly 3.5–4 hours of work. The two mini-lectures are 15–20 minutes; time estimates for the student activities are: 20 minutes for the pre-lesson survey, 70 minutes for the background reading, 60 minutes for the activity worksheets, 35 minutes for specimen label transcriptions and 25 minutes for the post-lesson survey. We tell students to complete the activities in order and at their own pace.
Prerequisite Student Knowledge
The specific topic of this lesson, natural history collections, is not typically covered in any high school or introductory biology course so we expect students to be unfamiliar with the content. Students should be generally familiar with the term “biodiversity” and broad categories of life (e.g., plants, animals, fungi, algae, bacteria). It can be helpful, but isn’t required, to introduce the concept of a species range. Students need to be able to work independently on a computer, work with text and pdf documents, and follow instructions on the citizen science portal for entering museum specimen data accurately by reading and typing text from a specimen label.
Prerequisite Teacher Knowledge
Regarding content knowledge, the instructor should be familiar with natural history collections: what they are, how they are used, why they are important to society (see Introduction, also this article in The Guardian. Students might have a preconceived belief that natural history collections are “old” and therefore “irrelevant” to them. To combat this, it is helpful if the instructor is enthusiastic about natural history collections or can partner with an enthusiastic curator. In addition, the instructor should be generally familiar with the term “biodiversity” and broad categories of life (e.g., plants, animals, fungi, algae, bacteria). It is helpful if the instructor is familiar with the basic anatomy and ecology of the example species given here (the kelp Nereocystis luetkeana, a type of marine algae, a.k.a. “seaweeds”); one web resource for general information is Explore Algae and one for more detailed scientific references and images is Algaebase. A detailed introduction to “algae” and “seaweeds” can be found here.
Regarding technology, the instructor should have working knowledge of the Zooniverse website (or the citizen science platform of choice) and be able to assist students who have questions about unclear, unreadable or missing data from specimen labels. The best way to become familiar with Zooniverse is to create an account and then participate in projects similar to what you want to use for your classroom. For questions, there is an extensive discussion board with a section for educators with answers provided by both Zooniverse staff and other users. In addition, the instructor should be comfortable using the Consortium of Pacific Northwest Herbaria site, specifically the Specimen Database page, and be able to search for selected species, zoom in and out of the specimen distribution map and access individual specimen information from the distribution map. The Consortium website administrators are available for answering questions and a screenshot tutorial for using the Specimen Database page is included in Supporting File S2.
Scientific Teaching Themes
Active Learning
The lesson is built around three worksheets, an active learning tool known to improve student learning gains (33). The worksheets ask students to think like a researcher in a variety of ways: (i) problem-solving a way to accurately measure specimens that cannot be manipulated, (ii) observing physical similarities and differences between specimens, and (iii) interpreting species’ range data in order to ask a new question and identifying the most important metadata to record about biological specimens. A survey given prior to the worksheets prompts students to access their prior knowledge and ideas about natural history collections, while a post-lesson survey prompts students to reflect on their experiences. Connecting to prior knowledge and reflecting on an experience are both important practices for meaningful learning (34). The digital transcriptions generate information returned to museum curatorial staff, thus this information “leaves the classroom,” and becomes a new specimen record in the collection, which for many students makes the lesson feel more relevant. The course discussion board provided a way for students to ask and answer each other’s questions about the lesson and to interact with peers other than their partner (if they chose to work with one).
Assessment
We assessed students for knowledge and perceptions of biodiversity and natural history collections before and after the lesson using surveys. The surveys were worth participation credit for effortful completion (i.e., no credit given for one-word answers on reflection questions, gibberish answers, etc.). Students self-evaluated their learning on the post-survey, which contains several isomorphic questions to the pre-survey as well as several open-ended reflection questions. Both surveys are given in Supporting File S3.
Our priority in evaluating student learning was about effortful exploration rather than correctness. For example, students are asked to measure the length of several herbarium specimens from photographs and given suggestions, but not explicit instructions on how to do it. We were not concerned with students finding the “correct” specimen length; students would receive full credit for any reasonable measurements so long as they also reported the average and described how they collected their data (e.g., measured the whole specimen or only the blades)—the goal of this question was for students to grapple with the “real world” problem- solving required to measure museum specimens you cannot manipulate. Similarly, for all worksheets, if students’ answers demonstrated meaningful effort (assessed as “answer matches the question” and “answer is approximately the length requested”), they were awarded full credit. The worksheets and rubric are provided in Supporting File S4.
Inclusive Teaching
Several of our design choices in this lesson were made specifically with student inclusion and representation in mind. For example, we carefully selected the videos for our background materials in order to: (a) represent the visible diversity of scientists who use natural history collections including women, early-career researchers and non-white scientists, (b) humanize the scientists with relatable personal stories, and (c) present students with more videos than they are required to watch so they can choose the stories that most interest them. Many of our videos come from the Beaty Biodiversity Museum’s Researchers Revealed website. We also designed the lesson to be flexible in structure: students choose to work individually or with a partner, and the activities are modular so students can work at their own pace.
Lesson Plan
Preparation for the Lesson
Table 1 provides an overview of the lesson timeline. The most important part of preparing is choosing a citizen science project that is relevant to your course. All parts of this lesson (except the two mini-lectures) are completed by students outside of class time during a two-week period. Students choose to work either with a partner or alone; regardless, everyone must complete their own surveys, worksheets and transcriptions.
Table 1. Teaching timeline for digital herbarium transcription lesson. Mini-lectures, all remaining activities are completed online by students at their own pace.
Activity | Description | Estimated Time | Notes |
---|---|---|---|
Preparation for the Lesson | |||
Select an existing citizen science project |
|
~1–2 hours |
|
Prepare lesson materials | Organize all surveys, background reading, worksheets and transcription project links online. | 2+ hours, depending on how much you customize the materials |
|
Review introductory mini-lecture | Introduces natural history collections and digitization project. | 15–20 minutes |
|
Student Workflow During Lesson | |||
Complete pre-survey | Assesses student knowledge and perceptions of biodiversity before lesson. | 20 minutes |
|
Read and watch background materials | Students review PowerPoint slides with video links. | 70 minutes |
|
Complete Worksheets 1 and 2 | Students complete two worksheets using background materials slides for reference. | 60 minutes |
|
Transcribe museum specimens and complete worksheet 3 | Students visit citizen science site to complete transcriptions. | 35 minutes |
|
Complete post-survey |
Students complete reflection questions. Assesses student knowledge and perceptions after lesson. |
25 minutes |
|
Class Debrief | |||
Present lesson debrief mini-lecture | Instructor reviews project with class. | 10 minutes |
|
Choosing or Creating a Citizen Science Project
There are many types of biology projects on the Zooniverse platform, housed under both the “biology” and “nature” categories on the main project page. All specimen label transcription projects are found in the Notes from Nature section. The lesson described here is easily adapted to any herbarium transcription project. For additional herbarium projects, there are several other publicly-available digital transcription platforms around the world, including Australia and several in Europe: example 1, example 2, example 3 and example 4.
To create a new project on Zooniverse requires data that can be uploaded to the Zooniverse site and likely requires collaborating with a natural history museum or collection. The Zooniverse platform provides a detailed guide to building a project.
Prepare Lesson Materials and Introductory Mini-Lecture
Prior to the lesson’s start date, we upload (but do not publish for students) all relevant lesson information, documents and links to a separate page on the course Learning Management System (LMS) site (Figure 1). This page is visible to students only for the duration of the lesson.
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Two weeks before the lesson opens, we present an introductory mini-lecture in class. This mini-lecture briefly introduces natural history collections, digitization of specimens, and the objectives and workflow of the lesson (see Supporting File S1 for slides). The course syllabus contains a very brief mention of a “Beaty Biodiversity Project,” with a course grade percentage and no other details. Because this mini-lecture is the first-time students learn about the specific topic and activities of the lesson, it is important to provide some context and rationale—enough to pique students’ curiosity—while also remembering to avoid “over-explaining” the background materials as those readings are built into the lesson. We also stress the importance of accuracy and precision when generating herbarium specimen label data. Many students don’t initially realize these data “leave the classroom” (i.e., are not just another course assignment) and are actually read and used by collection curators and staff. In the class immediately before the lesson opens, we remind students of the upcoming lesson and to take seriously the quality of their transcriptions.
Student Workflow During Lesson
Students should complete the lesson activities in order (Figure 2), at their own pace during the two weeks the lesson is open. We ask students to post questions about the lesson to the course’s online discussion board. Using an online discussion board provides a searchable archive of questions answered by the instructor (or other students), which is helpful for students working independently outside of class, and also prevents the instructor from having to answer the same question repeatedly.
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Pre- and Post-Surveys
The pre-survey and post-survey are both administered using a survey tool (our institution uses Qualtrics); students access these surveys via links provided either in the slides containing the background reading or on the lesson page on the course LMS (Figure 1). We use the pre-survey to capture students’ knowledge about natural history collections before they complete the background reading; the post-survey allows us to see if these perspectives have shifted as a result of the lesson. It is therefore important for students to complete the pre-survey without looking up any additional information to answer the questions, and to take time to seriously reflect on the lesson as they complete the post-survey. Both surveys are provided in Supporting File S3. Students receive participation credit toward their lesson grade for completing each of the two surveys, which are evaluated according to the rubric provided in Supporting File S4.
Background Materials
We created a slide deck of detailed background information students need to know about natural history collections with an emphasis on plant herbaria: what an herbarium is, how plant specimens are collected and preserved, how collections are useful to science and society. We link to a selection of videos featuring collections from around the world and specific scientists who work with collections in diverse ways (see Supporting File S2 for video links). We instruct students to read and watch these background materials before beginning their worksheet activities.
Worksheets and Digital Transcriptions
Students complete the three worksheets (Supporting File S4) of this lesson, in sequence, after completing the pre survey and background readings. Worksheet 1 asks students to examine the seaweed Nereocystis luetkeana and take measurements from herbarium specimen images; a brief organismal introduction to Nereocystis luetkeana (common name: bull kelp or bullwhip kelp) and the specimen images are provided in the background materials. Worksheet 2 asks students to search for specimen records in the Consortium of Pacific Northwest Herbaria online database (note: there are many regional natural history collection portals, a list of many can be found here). A screenshot tutorial for navigating this database is provided to students in the background materials (Supporting File S2). Worksheet 3 provides the link to the Zooniverse transcription project (also found in the background materials and Course LMS) and asks students to complete four herbarium specimen digital transcriptions. We ask students to record on Worksheet 3 the accession numbers of their transcribed specimens as evidence that they completed this part of the lesson. Recording specimen accession numbers also provides students with a sense of accountability for the data quality of their transcriptions. Students submit digital copies of their three completed worksheets to our course management system and are evaluated according to the rubric provided in Supporting File S4.
Class Debrief
In the week following the end of the lesson, we hold a 10 minute debrief mini-lecture during class. The debrief is presented on two slides, with the first “results of the lesson” slide content changing from semester to semester depending on the course. Examples of what we have presented include: an interesting result from the aggregated pre- or post-survey data, a summary of the number of digital transcriptions completed by the class (only possible if you have access to or can collaborate with the organizers of the citizen science project), or a couple of the Nereocystis specimen images from Worksheet 1 used to stimulate a quick think-pair-share class discussion of the pros and cons of taking measurements using specimen images. The second slide of the debrief is our “going further” information for students who enjoyed the lesson and want resources for continued work with natural history collections or citizen science. An example of the debrief mini-lecture slides is provided in Supporting File S5.
Teaching Discussion
Versions of this lesson have occurred over seven semesters since 2018 with over 1200 students participating. The January–April 2020 semester included 564 students across three course sections (188, 187 and 189 students per section, respectively; the first two taught by the first author). Here we present 2020 survey and worksheet data from 415 students consenting to participate in the study under the UBC Behavioural Research Ethics Board certificates H20-00616 and H22-00831.
Lesson Timing
Each survey and worksheet activity captured the duration of time from when a student opened the activity to submission. On average, students took roughly 15 minutes for the pre-survey and 25 minutes for each of the three worksheets and post-survey. We did not formally ask students to report how long they spent reading the background information or completing the herbarium transcriptions; informal discussions with students suggested the time allotted was sufficient. All of this information was used to create the timing estimate provided in Table 1 and Supporting File S2.
Evidence of Effectiveness by Learning Objective
Our primary learning goal for this lesson is for students to be aware of and appreciate the value of natural history collections to science and society. Each of the more specific learning objectives was assessed using questions from the surveys or worksheets; to date, this lesson has not been included on any course test.
For LO-1: ‘Observe and measure physical variation within a single plant or seaweed species’, we asked students to identify two similarities and two differences among the six specimens of bull kelp (Nereocystis luetkeana) provided on Worksheet 1 in Supporting File S2. We categorized responses from 100 randomly-selected worksheets for a total of 394 comments analyzed (a few students provided only similarities or differences, some students provided more than two comments per category). Almost a third of all comments, both for similarities and differences, were about the large photosynthetic blades or “leaves” (Table 2). Colour was the second most common feature described for both categories. With specimen differences, students more often described the overall shape or size rather than a specific feature (20% vs. 9% for specimen similarities).
Table 2. Summary of 98* student answers to the worksheet question “Describe — don’t just list — two features that are similar between all of your specimens and two features that are different between some of your specimens.” Specimens belonged to the bull kelp, Nereocystis luetkeana. The Feature column gives student terminology in quotations, formal terminology in parentheses. A total of 394 statements were analyzed: 205 similarities, 189 differences. *100 worksheets were analyzed but two were excluded: one student described features from only one specimen and the other compared a bull kelp to a conifer specimen.
Feature | Frequency | Example Student Description |
---|---|---|
Similarities Observed by Students | ||
“Leaves” (Blades) | 30% |
|
Colour | 18% |
|
“Bulb” (Pneumatocyst) | 16% |
|
“Stem” / “Tail” (Stipe) |
17% |
|
“Roots” (Holdfast) | 4% |
|
Overall Shape | 9% |
|
Translucent/Opacity |
2% |
|
Other | 4% |
|
Differences Observed by Students | ||
“Leaves” (Blades) | 30% |
|
Colour | 20.5% |
|
Overall Shape | 20% |
|
“Stem” / “Tail” (Stipe) |
11.5% |
|
“Bulb” (Pneumatocyst) | 10% |
|
“Roots” (Holdfast) | 5% |
|
Other | 3% |
|
Regarding physical variation, we asked students to measure the length of three specimens from the six provided. We summarized the first specimen measured from all completed worksheets (N = 410). Of these measurements, 56.3% (n = 231) could be reliably matched to a specimen: the student included the specimen label with their answer, or the length was within three centimeters of the average length as measured by the course instructor using the software FIJI (35), or the measurement was smaller than the shortest specimen / longer than the tallest specimen. Unfortunately, the original version of the worksheet did not ask for the specimen ID label, which made it difficult to match measurements to specimens after the lesson—this is why almost half of the measurements couldn’t be reliably assigned to a specimen. This oversight has been corrected in the included Supporting File S4. We summarized student measurements and the mean of three instructor measurements for the longest specimen (A; 75 students measured this specimen), shortest specimen (D; 78 student measurements) and a medium-length specimen (F; 38 student measurements) (Figure 3). In general, there was a wide range of measurements for each specimen, with the mean student answer close to the instructor’s (within 1 cm) for Specimens D and F but quite different (11 cm) for Specimen A. We were not surprised by the variation in Specimen A measurements because the stipe is coiled many times to fit onto the herbarium sheet, making it the most challenging to measure. Overall, we wanted students to think creatively about how to measure the length of a specimen from only a photograph and so gave suggestions but not explicit instructions. In some cases, students chose to measure specimen blades, stipe, etc., choosing a feature they felt could be measured on all specimens (which we encouraged). We also observed students using class discussion forum to share ideas for measuring specimens. Anecdotally, students reported using the scale bar + string or a ruler, or in a few cases, the software FIJI.
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For LO-2: ‘Describe important information listed on a natural history collection specimen label (specimen metadata)’, we showed students a pressed plant specimen image and asked them to identify what specific pieces of information should be included on the specimen’s herbarium label. Responses from both the pre-survey and post-survey were counted and categorized for 50 randomly-selected students (Figure 4). Overall, students listed 23% more items on the post-survey compared to the pre-survey (pre-survey = 171, post-survey = 216; e.g., “shape of the leaves,” “who collected it,” and “the date collected”). Almost half (48%) of the pre-survey response items were physical features of the plant visible in the provided image—colour of petals, number of leaves, etc.—with some mention of the date collected (9.9% of items) and scientific name (16.4% of items) but little to no mention of the collector, collection number, latitude and longitude or other common information included on an herbarium specimen label. By the post-survey, physical feature responses had greatly decreased (from 48% to 13.9% items) and shifted to more specific and common herbarium label collection information (Figure 4).
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For LO-3: ‘Reflect upon and appreciate the value of an herbarium and other natural history collections to science and society’, we asked students in the pre- and post-survey “On a scale of 1 to 10 (1 = not worthwhile at all; 10 = extremely worthwhile), how worthwhile is it to preserve all three of these dogwood specimens in a biodiversity museum?”. Before the lesson, only 15% of students reported it was extremely worthwhile, after the lesson this had shifted to 55% (Figure 5). When asked to explain their rankings, in the pre-survey students talked about how it is “not necessary” or “not important” to keep more than one or two specimens of the same species, especially if they perceived the species to be common. On the post-survey, students frequently talked about the importance of capturing within-species variation and a record of species distributions through time (Table 3).
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Table 3. Example student explanations for their chosen rank to the survey question “On a scale of 1 to 10 (1 = not worthwhile at all; 10 = extremely worthwhile), how worthwhile is it to preserve all three of these dogwood specimens in a biodiversity museum?”.
Survey Rank | Reason | |
---|---|---|
Pre-Activity Survey | ||
5 | I do not think that preserving all 3 of them is necessary because they are all from the same species. Comparing similarities and then choosing the best one would be more worthwhile. | |
5 | I chose 5 as an average value because I think as long as there's one picture that includes everything or the most important traits, it will be enough in a biodiversity museum. | |
6 | I chose 6 because it would be worthwhile to have at least one specimen in a biodiversity museum, but I do not find it necessary to have all three of the same species. | |
6 | It really depends on the space and if preserving all 3 would prevent the museum from being able to house other more important specimens. | |
7 | I chose 7 because I believe it is quite important to preserve different specimens of the same plant for future use(maybe future studies), however I also believe it is not that important to have exactly 3. | |
7 | While I personally do not think it is all that worthwhile, I do know the importance of preservation for future studies and to have as sample. | |
8 | I chose 8 because It is worthwhile to preserve one or two specimen for comparison, maybe not 3 specimen of the same species. | |
8 | I chose [8] because all the specimens were made with effort, but they have differences in quality. | |
Post-Activity Survey | ||
8 | I chose 8 because for the pre-survey I chose 6, but now I think that it might be slightly more important that there are more specimens of the same species, so that there is a wider diversity of these tiger lilies that can be studied in the biodiversity museum. | |
9 | After completing this project, I've realized the importance of preserving each specimen and studying about them. Therefore I think each specimen is valuable to preserve. | |
9 | Not only do they all look very different but the more specimens that are collected in a database, the more information is available for comparison between specimens from different localities and collection dates. As long as the resources are available, collecting as many samples as possible provides a good overview of the range of variety in a single species. | |
10 | I chose extremely worthwhile, since all the specimen speak to the biodiversity of lilies in different areas, at different times, and can speak to the commonness of the tiger lily. | |
10 | I chose 10 because, especially after this project I understand the level of importance of preserving biodiversity and how it contributes to scientific research and findings. | |
10 | I chose [10] because I realize how important it is to observe evolution and changes over time and this is not possible unless this species is preserved. | |
10 | I chose this [10] because I now see how important it is to preserve species to examine future trends later on and make inferences about how they grow and evolve. |
For LO-4: ‘Digitally transcribe herbarium specimen labels as a citizen scientist’, we asked students to self-report the accession number for their transcribed specimens’. We chose to do this on the “honor system” and not attempt to directly verify student work for two reasons: (i) as a Canadian institution adherent to provincial privacy laws in British Columbia, we could not ask students to provide their identifying information to a United States website without setting up student aliases, and (ii) in working with a third-party platform like Zooniverse, we could not guarantee the transcription data export would happen in time to assess as part of the student project grade. Regardless, instructors emphasize the importance of transcription data quality to the Beaty Museum during the lesson and Museum staff have indicated the data quality is high, suggesting that students are taking this aspect of the lesson seriously despite no direct impact to their project grade.
For LO-5: ‘Search a digital herbarium database and interpret specimen distribution results’, we asked students to search the Consortium of Pacific Northwest Herbaria database for all UBC Herbarium specimens for one of two provided species (see Worksheet 2 in Supporting File S4). Students were asked “What is the locality and state/province of the Northernmost and Southernmost specimen in the UBC Herbarium? Does the Herbarium’s collection represent the full range of this species?” (students were directed to the e-Flora BC website for species distribution information). We randomly sampled 50 students; of these 50% earned full credit by both correctly identifying the location of the two requested UBC specimens and correctly inferring that the UBC records did not represent the entire species range. Another 34% of students earned partial credit, most often by correctly identifying the UBC specimen locations but neglecting to answer the rest of the prompt. Finally, 16% of students provided incorrect answers. These results suggest the majority of students could successfully perform a specimen data search and correctly interpret the specimen distribution results.
Suggestions for Improvements to Lesson
Both a strength and a weakness of this lesson is that students complete all activities outside of class, at their own pace within a two-week timeframe. This independence allows great flexibility around students’ unique schedules, but likely means many students complete the activities without consulting their classmates. Perhaps this is a missed opportunity as the benefits of collaborative learning are well-established (36). While we do allow and even suggest students work in pairs, with each person submitting their own assignments, there is no explicit structure in the current design to facilitate productive discussion. We suggest several modifications for social interactions that are relatively easy to adapt. For example, when taking measurements of Nereocystis specimens, students could be prompted to use the course’s discussion forum to find other students who measured the same specimens, compare results, and discuss. A portion of the lesson grade could be allocated to participation and other activity discussions on the forum. Or students could first complete the generative worksheet questions independently (e.g., Worksheet 1: Brainstorm at least three reasons why you, as a researcher, may want or need to study museum collections of organisms instead of or alongside “live” or fresh specimens?), followed by contributing their answers to a class summary list. The list could be generated as an online poll (e.g., Google Form). Follow-up to the poll could be a low-stakes “dotmocracy” (voting with dots) activity during class, in-person or online, where students are shown a summarized list of common poll responses (but not frequencies) and add their “dots” next to their answers as a way to prompt retrieval and stimulate discussion.
Suggestions for Adaptation to Other Courses
We designed this lesson for a large (~200 students / instructor) lecture course with three content themes: Genetics, Evolution & Ecology. Because all of the activities are designed to be completed by students outside of class time, with no physical restrictions in terms of space (e.g., maximum attendees during a museum tour or lab), this lesson can be easily scaled to accommodate a very large or small course. For large courses of many hundreds of students, you should confirm the citizen science project or projects have enough tasks for your class size. For example, in this lesson students complete four transcriptions each; in March 2020 we had 564 students, meaning we needed a project or projects to accommodate 564 x 4 = 2256 transcriptions. In the case of the Notes from Nature section of Zooniverse, there are multiple similar projects running concurrently and each project gives an estimate of completion; students can be instructed to switch to a new project if another is completed. In general, regardless of class size, we advise having a back-up citizen science project in mind should any technical issues arise on the website (rare, but possible). It is also possible to adapt this lesson for use with other biodiversity data repositories. For this, we highly recommend exploring the Biodiversity Literacy in Undergraduate Education website, which has video tutorials for using the GBIF, iDigBio and even has a tutorial on applying backward design to biodiversity data lessons (37). If necessary, another possibility is to remove the transcription activity and instead have students create their own label for a provided specimen or even collect and label their own specimen for a class herbarium.
With respect to content knowledge, students complete this lesson during the Ecology theme in the last month of our introductory biology course. In the first two months we cover general concepts of genetic inheritance and variation (e.g., DNA, chromosomes, meiosis) and evolution (e.g., mechanisms: mutation, genetic drift, natural selection, gene flow). Roughly around the time the lesson is running, students are learning how abiotic and biotic factors can impact species’ ranges and population sizes, and how energy and nutrients flow through an ecosystem. Students often refer to evolutionary or ecological concepts during their post-survey reflection questions, which demonstrates that students are connecting the lesson to their course content. However, the focus here on natural history collections is a new topic for students at almost any level. We feel that the lesson itself does not require prior, post-secondary knowledge of genetics, evolution and ecology and can be adapted with little modification for high school students.
We designed this lesson to have a “value-added” component, i.e., something the students do goes beyond our classroom and directly contributes to the scientific community. We believe this part of the lesson is critical for student engagement. However, occasionally a student will comment on the post-survey or course evaluation that the transcription activity is “just free labor.” Strictly speaking, this perspective is true of any contribution made to citizen science. A possible adjustment could be to offer an alternative to the transcription activity if that is a concern about using this lesson.
Final Thoughts and Online Teaching
Many biologists have heard the quote, “In the end we will conserve only what we love; we will love only what we understand; and we will understand only what we are taught” (38) applied to biodiversity in the form of species, habitats and ecosystems. We believe this critical connection between knowing–loving–protecting applies just as well to the very institutions housing our records of biodiversity. How important is it for the average citizen to understand the importance of these collections? The National Museum of Brazil provides a tragic answer. In 2018, Brazil’s oldest scientific museum burned in a fire long-predicted as a consequence of repeated budgetary delays for desperately needed building renovations (39). Thousands of animal specimens, fossils, and Indigenous artifacts were destroyed, a devastating result of societal and political apathy toward natural history collections.
In addition to being generally unfamiliar with collections, it is our experience that most people are wholly unaware of how specimens inform us of life through time. These collections are, quite literally, our only direct window to generations past; it’s right there in the name: natural history collections. We may be able to collect contemporary samples through geographic space with relative ease but sampling biodiversity through time is only possible with natural history collections. And to maintain an understanding of species and community distributions through time, we need to continue adding to collections with contemporary samples—a difficult challenge when contemporary taxonomic expertise is in chronic decline (40).
In the post-COVID-19 university teaching landscape, most teachers and institutions have experienced the challenges of creating engaging, interactive online lessons. Our lesson pre-dates COVID-19, but addresses long-standing issues of access that are even more relevant now, such as geographic proximity to institutions housing collections, and limitations in the physical and staffing capacity to admit large groups into collection spaces. All of these barriers preventing large groups of students from participating in hands-on projects with natural history collections are either removed or reduced in a digital lesson.
Our intention with our lesson is to add to the growing suite of teaching activities (see Introduction for examples) that foster awareness of natural history collections and engender stewardship of the natural world. By creating a completely digital lesson, we’ve made our activities accessible to any students with access to a computer and the internet. We’ve explicitly included diverse examples of real people at various career levels with different uses for natural history collections in their jobs. Our hope in doing so is to show all students that biodiversity science is interesting and relevant to their lives.
Supporting Materials
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S1. Digitizing Biodiversity – Introductory Slides. Provides an example of how the lesson is introduced to students in class before they begin.
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S2. Digitizing Biodiversity – Background and Worksheet Slides. Provides students with (a) links to the pre-lesson and post-lesson surveys, (b) all necessary background materials (a selection of info slides and video links), (c) information needed to complete Worksheets 1 and 2 (Worksheet 1: herbarium specimen images, Worksheet 2: biodiversity database website navigation instructions), and (d) instructions and website link for completing digital transcriptions.
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S3. Digitizing Biodiversity – Pre-Lesson and Post-Lesson Surveys. Survey questions in an editable document for instructors.
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S4. Digitizing Biodiversity – Worksheets and Rubric. Worksheet questions in an editable document for instructors as well as a basic evaluation rubric.
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S5. Digitizing Biodiversity – Class Debrief Slides. Provides examples of how class can be debriefed after lesson is completed.
Acknowledgments
We acknowledge that this lesson was developed and taught on the traditional, ancestral and unceded territory of the Musqueam people. We enthusiastically thank all of the UBC students who have participated in this lesson and are grateful to the UBC Biology Program and Beaty Biodiversity Museum (BBM) who are both extremely supportive of curricula that integrate the BBM with the UBC Biology Program. We thank Zarah Chaudhary for help with development of the pre and post-surveys as part of the UBC SoTL Seed program, Pam Kalas for providing feedback during creation and piloting of the worksheets and Amber Saudry for the original version of Supporting File S4.
References
- Bakker FT, Antonelli A, Clarke JA, Cook JA, Edwards SV, Ericson PGP, Faurby S, Ferrand N, Gelang M, Gillespie RG, Irestedt M, Lundin K, Larsson E, Matos-Maraví P, Müller J, von Proschwitz T, Roderick GK, Schliep A, Wahlberg N, Wiedenhoeft J, Källersjö M. 2020. The Global Museum: Natural history collections and the future of evolutionary science and public education. PeerJ 8:e8225. doi:10.7717/peerj.8225.
- Tewksbury JJ, Anderson JGT, Bakker JD, Billo TJ, Dunwiddie PW, Groom MJ, Hampton SE, Herman SG, Levey DJ, Machnicki NJ, del Rio CM, Power ME, Rowell K, Salomon AK, Stacey L, Trombulak SC, Wheeler TA. 2014. Natural history’s place in science and Society. BioScience 64:300–310. doi:10.1093/biosci/biu032.
- Ariño AH. 2010. Approaches to estimating the universe of natural history collections data. Biodivers Inform 7. doi:10.17161/bi.v7i2.3991.
- Rocha LA, Aleixo A, Allen G, Almeda F, Baldwin CC, Barclay MVL, Bates JM, Bauer AM, Benzoni F, Berns CM, Berumen ML, Blackburn DC, Blum S, Bolanos F, Bowie RCK, Britz R, Brown RM, Cadena CD, Carpenter K, Ceriaco LM, Chakrabarty P, Chaves G, Choat JH, Clements KD, Collette BB, Collins A, Coyne J, Cracraft J, Daniel T, de Carvalho MR, de Queiroz K, Di Dario F, Drewes R, Dumbacher JP, Engilis A, Erdmann MV, Eschmeyer W, Feldman CR, Fisher BL, Fjeldsa J, Fritsch PW, Fuchs J, Getahun A, Gill A, Gomon M, Gosliner T, Graves GR, Griswold CE, Guralnick R, Hartel K, Helgen KM, Ho H, Iskandar DT, Iwamoto T, Jaafar Z, James HF, Johnson D, Kavanaugh D, Knowlton N, Lacey E, Larson HK, Last P, Leis JM, Lessios H, Liebherr J, Lowman M, Mahler DL, Mamonekene V, Matsuura K, Mayer GC, Mays H, McCosker J, McDiarmid RW, McGuire J, Miller MJ, Mooi R, Mooi RD, Moritz C, Myers P, Nachman MW, Nussbaum RA, Foighil DO, Parenti LR, Parham JF, Paul E, Paulay G, Perez-Eman J, Perez-Matus A, Poe S, Pogonoski J, Rabosky DL, Randall JE, Reimer JD, Robertson DR, Rodel M-O, Rodrigues MT, Roopnarine P, Ruber L, Ryan MJ, Sheldon F, Shinohara G, Short A, Simison WB, Smith-Vaniz WF, Springer VG, Stiassny M, Tello JG, Thompson CW, Trnski T, Tucker P, Valqui T, Vecchione M, Verheyen E, Wainwright PC, Wheeler TA, White WT, Will K, Williams JT, Williams G, Wilson EO, Winker K, Winterbottom R, Witt CC. 2014. Specimen collection: An essential tool. Science 344:814–815. doi:10.1126/science.344.6186.814.
- Kemp C. 2015. Museums: The endangered dead. Nature 518:292–294. doi:10.1038/518292a.
- Stiller J, Wilson NG, Rouse GW. 2015. A spectacular new species of seadragon (Syngnathidae). R Soc Open Sci 2:140458. doi:10.1098/rsos.140458.
- Kemp C. 2017. The lost species: Great expeditions in the collections of natural history museums. University of Chicago Press, Chicago, IL.
- Miller EA, Lisin SE, Smith CM, Van Houtan KS. 2020. Herbaria macroalgae as a proxy for historical upwelling trends in Central California. Proc R Soc B Biol Sci 287:20200732. doi:10.1098/rspb.2020.0732.
- Suarez AV, Tsutsui ND. 2004. The value of museum collections for research and society. BioScience 54:66–74. doi:10.1641/0006-3568(2004)054[0066:TVOMCF]2.0.CO;2.
- Wilson RJ, Siqueira AF, Brooks SJ, Price BW, Simon LM, Walt SJ, Fenberg PB. 2022. Applying computer vision to digitised natural history collections for climate change research: Temperatureāsize responses in British butterflies. Methods Ecol Evol 2041–210X.13844. doi:10.1111/2041-210X.13844.
- Tseng M, Kaur KM, Soleimani Pari S, Sarai K, Chan D, Yao CH, Porto P, Toor A, Toor HS, Fograscher K. 2018. Decreases in beetle body size linked to climate change and warming temperatures. J Anim Ecol 87:647–659. doi:10.1111/1365-2656.12789.
- Cooper CB, Hawn CL, Larson LR, Parrish JK, Bowser G, Cavalier D, Dunn RR, Haklay M (Muki), Gupta KK, Jelks NO, Johnson VA, Katti M, Leggett Z, Wilson OR, Wilson S. 2021. Inclusion in citizen science: The conundrum of rebranding. Science 372:1386–1388. doi:10.1126/science.abi6487.
- Irwin A. 2018. No PhDs needed: How citizen science is transforming research. Nature 562:480–482. doi:10.1038/d41586-018-07106-5.
- Bonney R, Cooper CB, Dickinson J, Kelling S, Phillips T, Rosenberg KV, Shirk J. 2009. Citizen science: A developing tool for expanding science knowledge and scientific literacy. BioScience 59:977–984. doi:10.1525/bio.2009.59.11.9.
- Vance-Chalcraft HD, Hurlbert AH, Styrsky JN, Gates TA, Bowser G, Hitchcock CB, Reyes MA, Cooper CB. 2022. Citizen science in postsecondary education: Current practices and knowledge gaps. BioScience biab125. doi:10.1093/biosci/biab125.
- Nelson G, Ellis S. 2019. The history and impact of digitization and digital data mobilization on biodiversity research. Philos Trans R Soc B Biol Sci 374:20170391. doi:10.1098/rstb.2017.0391.
- Bonney R, Phillips TB, Ballard HL, Enck JW. 2016. Can citizen science enhance public understanding of science? Public Underst Sci 25:2–16. doi:10.1177/0963662515607406.
- Ballard HL, Robinson LD, Young AN, Pauly GB, Higgins LM, Johnson RF, Tweddle JC. 2017. Contributions to conservation outcomes by natural history museum-led citizen science: Examining evidence and next steps. Biol Conserv 208:87–97. doi:10.1016/j.biocon.2016.08.040.
- Franzoni C, Sauermann H. 2014. Crowd science: The organization of scientific research in open collaborative projects. Res Policy 43:1–20. doi:10.1016/j.respol.2013.07.005.
- Sauermann H, Franzoni C. 2015. Crowd science user contribution patterns and their implications. Proc Natl Acad Sci 112:679–684. doi:10.1073/pnas.1408907112.
- Cook J, Lacey E, Ickert-Bond S, Hoberg E, Galbreath KE, Bell KC, Greiman SE, McLean BS, Edwards SV. 2016. From museum cases to the classroom: Emerging opportunities for specimen-based education. Asp Biodivers II Arch Zool Mus Mosc State Univ 54:787–799.
- Cook JA, Edwards SV, Lacey EA, Guralnick RP, Soltis PS, Soltis DE, Welch CK, Bell KC, Galbreath KE, Himes C. 2014. Natural history collections as emerging resources for innovative education. BioScience 64:725–734.
- Monfils AK, Powers KE, Marshall CJ, Martine CT, Smith JF, Prather LA. 2017. Natural history collections: Teaching about biodiversity across time, space, and digital platforms. Southeast Nat 16:47–57. doi:10.1656/058.016.0sp1008.
- Ellwood E, Mast A. 2019. Liberating data for biodiversity research, biodiversity literacy in undergraduate education. QUBES Educ Resour. doi:10.25334/Q4HB26.
- Monfils A, Linton D, Ellwood L, Phillips M. 2019. Data is the new science. Biodivers Lit Undergrad Educ, QUBES Educ Resour. doi:10.25334/Q4RR0R.
- Lacey EA, Hammond TT, Walsh RE, Bell KC, Edwards SV, Ellwood ER, Guralnick R, Ickert-Bond SM, Mast AR, McCormack JE, Monfils AK, Soltis PS, Soltis DE, Cook JA. 2017. Climate change, collections and the classroom: Using big data to tackle big problems. Evol Educ Outreach 10. doi:10.1186/s12052-017-0065-3.
- Monfils A, Krimmel E, Linton D, Marsico T, Morris A, Ruhfel B. 2019. Connecting students to citizen science and curated collections. Biodivers Lit Undergrad Educ, QUBES Educ Resour. doi:10.25334/Q4DN0M.
- Smale DA, Burrows MT, Moore P, O’Connor N, Hawkins SJ. 2013. Threats and knowledge gaps for ecosystem services provided by kelp forests: A northeast Atlantic perspective. Ecol Evol 3:4016–4038. doi:10.1002/ece3.774.
- Duarte CM, Wu J, Xiao X, Bruhn A, Krause-Jensen D. 2017. Can seaweed farming play a role in climate change mitigation and adaptation? Front Mar Sci 4. doi:10.3389/fmars.2017.00100.
- Krumhansl KA, Okamoto DK, Rassweiler A, Novak M, Bolton JJ, Cavanaugh KC, Connell SD, Johnson CR, Konar B, Ling SD, Micheli F, Norderhaug KM, Pérez-Matus A, Sousa-Pinto I, Reed DC, Salomon AK, Shears NT, Wernberg T, Anderson RJ, Barrett NS, Buschmann AH, Carr MH, Caselle JE, Derrien-Courtel S, Edgar GJ, Edwards M, Estes JA, Goodwin C, Kenner MC, Kushner DJ, Moy FE, Nunn J, Steneck RS, Vásquez J, Watson J, Witman JD, Byrnes JEK. 2016. Global patterns of kelp forest change over the past half-century. Proc Natl Acad Sci 113:13785–13790. doi:10.1073/pnas.1606102113.
- Filbee-Dexter K, Wernberg T. 2018. Rise of turfs: A new battlefront for globally declining kelp forests. BioScience 68:64–76. doi:10.1093/biosci/bix147.
- Smith MK, Toth E, Borges K, Dastoor F, Johnson J, Jones EH, Nelson P, Page J, Pelletreau KN, Prentiss N, Roe JL, Staples J, Summers MM, Trenckman E, Vinson E. 2018. Using place-based economically relevant organisms to improve student understanding of the roles of carbon dioxide, sunlight, and nutrients in photosynthetic organisms. CourseSource 5. doi:10.24918/cs.2018.1.
- Weir LK, Barker MK, McDonnell LM, Schimpf NG, Rodela TM, Schulte PM. 2019. Small changes, big gains: A curriculum-wide study of teaching practices and student learning in undergraduate biology. PLOS ONE 14:e0220900. doi:10.1371/journal.pone.0220900.
- Ambrose SA. 2010. How learning works: Seven research-based principles for smart teaching, 1st ed. Jossey-Bass, San Francisco, CA.
- Schindelin J, Arganda-Carreras I, Frise E, Kaynig V, Longair M, Pietzsch T, Preibisch S, Rueden C, Saalfeld S, Schmid B, Tinevez J-Y, White DJ, Hartenstein V, Eliceiri K, Tomancak P, Cardona A. 2012. Fiji: An open-source platform for biological-image analysis. Nat Methods 9:676–682. doi:10.1038/nmeth.2019.
- Hodges LC. 2018. Contemporary issues in group learning in undergraduate science classrooms: A perspective from student engagement. CBE Life Sci Educ 17:es3. doi:10.1187/cbe.17-11-0239.
- Linton D, Ellwood L, Phillips M, Krimmel E, Douglas N, Monfils A. 2020. Backward design with digital data. Biodivers Lit Undergrad Educ, QUBES Educ Resour. doi:10.25334/9SDG-5Z52.
- Dioum B. 1968. Speech presented at the International Union for Conservation of Nature (IUCN). IUCN, New Delhi, India.
- Mega ER. 2019. The battle to rebuild centuries of science after an epic inferno. Nature 571:312–315. doi:10.1038/d41586-019-02141-2.
- Kim KC, Byrne LB. 2006. Biodiversity loss and the taxonomic bottleneck: Emerging biodiversity science. Ecol Res 21:794–810. doi:10.1007/s11284-006-0035-7.
Article Files
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- Clarkston-Lipsen-Tembrevilla-Exploring Biological Variation and the Value of Natural History Collections Using an Online Lesson.pdf(PDF | 1023 KB)
- S1. Digitizing Biodiversity - Introductory Slides.pptx(PPTX | 9 MB)
- S2. Digitizing Biodiversity - Background and Worksheet Slides.pptx(PPTX | 17 MB)
- S3. Digitizing Biodiversity - Pre-Lesson and Post-Lesson Surveys.docx(DOCX | 40 KB)
- S4. Digitizing Biodiversity - Worksheets and Rubric.docx(DOCX | 37 KB)
- S5. Digitizing Biodiversity - Class Debrief Slides.pptx(PPTX | 5 MB)
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