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At Your Service: Developing Models to Help Natural Resource Managers Make Better Decisions

  • Article
  • High School
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  • Adaptive Management
  • Ecosystem
  • Ecosystem Services
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  • Watersheds
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The scientists in this study developed a process to help managers identify management priorities. As conditions change over time, the managers wanted to adapt their management priorities to fit the changing conditions.

At Your Service: Developing Models to Help Natural Resource Managers Make Better Decisions

Jump To

  • Meet the Scientists
  • Thinking About Science
  • Thinking About the Environment
  • Introduction
  • What are Ecosystem Services?
  • What is Adaptive Management?
  • Methods
  • Adaptive Management in Your Life
  • What Is a Watershed?
  • Findings
  • You Are the Adaptive Manager!
  • Discussion

Meet the Scientists

Colin Beier

Ecologist

My favorite science experience was the first time I visited Chichagof Island in southeast Alaska. We left Juneau and flew across the islands and ocean channels in a four-seat floatplane,... Read Full Bio

Trista Patterson

Ecological Economist

My favorite science experience is kind of “the darkness before the dawn.” So many times I’ve been hashing over a difficult problem for weeks, months, years, and then one day... Read Full Bio

Terry Chapin

Ecologist

My favorite science experience has been talking with Alaskan Native hunters. Alaskan Native people depend on hunting and fishing for food and for their cultural connections to the land and... Read Full Bio

What Kinds of Scientists Did This Research?

  • Ecological economist: This scientist studies the relationships between human economies and natural ecosystems.
  • Ecologist: This scientist studies the relationships of living things with each other and with the nonliving environment.
  • Ecosystem ecologist: This scientist studies the physical and biological characteristics of an ecosystem and how these characteristics interact with each other.

Thinking About Science

How do the words “adaptive management” relate to science? If you read the introduction to this journal, you already know something about adaptive management. Adaptive management is treating decisions as experiments and learning from successes and failures. Managing adaptively means being willing to change actions and try something new. Natural resource managers are the professionals who practice adaptive management. These managers, however, rely on scientists to create models, design ways to monitor natural resources, and evaluate results so that the managers’ decisions are based on scientific information.

 

To be successful, adaptive management relies on a team of professionals. This team involves scientists and managers working together. In this article, you will learn how a team of scientists created models to help managers improve their decision-making.


Thinking About the Environment

Although many things about the natural environment are uncertain, one thing is certain: the environment will continue to change. Human activities have caused environmental change to happen faster in recent decades. With change comes uncertainty—we are not always sure what will happen. One way that natural resource managers prepare for change is by using adaptive management. Managers use adaptive management so they can make the best decisions possible about protecting and using the environment.

 

Some environmental changes occur naturally. Volcanoes, floods, and earthquakes are natural events that create sudden change. Human activities can also create rapid change, as when a forest is cut down to build a shopping mall (figure 1). Some human-caused changes occur over longer periods of time. Climate change, for example, is one change that is creating uncertainty about the future. In this research, you will learn how scientists use information to help managers prepare to make good decisions, in spite of change and uncertainty.

 

Excavator clearing a large plot of land
Figure 1. Sometimes, humans cause rapid environmental change. Photo by Babs McDonald.

 


Introduction

Natural resource managers often face a dilemma. When a natural area provides a lot of ecosystem services, many people want to use the services in that area. This use can disturb ecosystems. Humans can disturb ecosystems when one service is used at the expense of another service. An example of this tradeoff is using an area to produce food. When land is used to produce food, wildlife habitat is lost. Too much disturbance can, in time, reduce the amount of all ecosystem services provided. This reduction occurs because the natural area becomes degraded. After an ecosystem is degraded, people cannot benefit from its many services. A degraded ecosystem can take many years to recover.

 

This dilemma of too much use might happen to many natural areas at the same time. When many areas need attention, natural resource managers must have a way to determine which areas need the most attention. Natural resource managers have limited time and money but must work in large areas that cover many hundreds or thousands of hectares. Managers need a way, therefore, to identify priorities for natural resource management.

 

The scientists in this study developed a process to help managers identify management priorities. The managers needed a process that is useful as conditions change over time. As conditions change over time, the managers wanted to adapt their management priorities to fit the changing conditions.

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What are Ecosystem Services?

Ecosystem services are the variety of benefits that ecosystems provide to people. These services include, for example, clean air, clean water, pollination, food, control of climate change, wildlife habitat, outdoor recreation, soil erosion control, building products, and scenery (figure 2). As you can see, a lot of different kinds of ecosystem services can be identified. For more information, download or order the Natural Inquirer “Ecosystem Services” edition.

People kayaking off of a small waterfall
Figure 2. Name two ecosystem services being provided by this ecosystem. Photo by Babs McDonald.

What is Adaptive Management?

Have you ever heard that experience is the best teacher? This idea is the foundation of adaptive management. Adaptive management is a way for land managers to deal with an unknown future and to learn from trying new things. When land managers try something new, the outcome is evaluated. Based on the evaluation, the managers try another approach to improve their management. The process continues, and managers continue to learn and adapt.

 

Scientists often help managers by designing and implementing the evaluation process. As you can see, scientists are involved in some parts of the adaptive management process. Land managers, however, treat the entire adaptive management process as an experiment. What occurs when you do an experiment? Hopefully, you learn from your experience!


Methods

The scientists first developed an illustration (figure 3). This illustration is a model that shows the relationship between ecosystem services and human use of natural resources.

 

An illustration showing hoe ecosystems services affects the social system affects the ecological system
Figure 3. Ecosystem services, human use, and ecosystem disturbance are related to each other. Pretend this model is sitting inside a clock face. In this model, an ecosystem is shown at 8 o’clock. At 10 o’clock, the model shows that the ecosystem provides ecosystem services. At 2 o’clock, the model shows that people use ecosystem services (the social system). At 6 o’clock, the model shows that too much human use may result in disturbance to the ecosystem. The scientists included changes that result from natural resource management as a disturbance. They considered management a disturbance because management modifies the natural ecosystem. Illustration by Stephanie Pfeiffer.

 

The scientists and managers then created models of what might happen as more or fewer natural resources are used (figure 4).

 

An illustration is a model representing what can happen to ecosystems when people use natural resources.
Figure 4. This illustration is a model representing what can happen to ecosystems when people use natural resources. Arrow thickness
represents the magnitude of ecosystem provision, use, and disturbance. Illustration by Stephanie Pfeiffer.

 

The scientists studied the ecosystems of southeastern Alaska (figures 5 and 6). They collected existing information about the ecosystems from different sources. The information described southeastern Alaska’s land characteristics.

 

A map of North America highlighting Alaska

Figure 5. The scientists studied southeastern Alaska. Map by Lindsay Gnann.

Illustration of forest in Alaska featuring several woodland creatures

Figure 6. Southeastern Alaska is a temperate rain forest. Some areas of southeastern Alaska receive an average of 160 inches of rain every
year. Poster courtesy of Paul Kratter, http://www.
paulkratter.com.

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The scientists were interested in the following characteristics: (1) physical land characteristics, (2) human use, and (3) disturbance caused by human activities.

 

The scientists gathered this information from different sources. The scientists placed each of the variables under one of the three parts of the model shown in figure 4 (figure 7). These three parts of the model were called criteria.

 

A table of the criteria
Figure 7. The scientists grouped the variables under three criteria.

 

Adaptive Management in Your Life

Do you have an outdoor classroom in your schoolyard? If you do not, pretend that you do. Your class has decided to use adaptive management to improve the outdoor classroom. First, you must identify the problem and your objective. Let’s say that the outdoor area has no habitat for lizards. A lack of lizard habitat is the problem. Your objective is to have at least one lizard species visiting the outdoor classroom. Your class does research in the media center. You identify a way to use rocks to create a habitat that is favorable to lizards. Your class creates the habitat. After 2 weeks, you observe and record any lizard species in the area. One lizard species is identified.

 

After evaluating your results, your class does more research. You discover that lizards like shallow pools of water. You create a shallow pool, wait 2 more weeks, and observe and record the lizard species present. After evaluating the results of your management, your class does more research. You discover that lizards like to have a variety of places to hide. What steps will you take next?

When the scientists were finished, they had one database. The database contained variables describing the ecosystem services provided, human use of the ecosystem, and any human caused disturbance. For each of the criteria, the scientists calculated one number. This number represented the magnitude of the ecosystem services being provided, the amount of human use of the natural resource, or the amount of disturbance.

 

Using equations, the scientists calculated a score for each criterion (criterion is the singular of criteria) for every watershed in southeastern Alaska. Using the three scores, the scientists compared the relationships between provision, use, and disturbance for each watershed. The scientists wanted to identify the watersheds that provided a lot of ecosystem services, had a lot of human use, and had a high level of disturbance. Managers should focus
their management activities on these watersheds.

 

What Is a Watershed?

A watershed is an area of land where all the water that is under it or drains off of it goes into the same place. The United States has 2,267 watersheds (figure 8).

 

An illustration of a watershed
Figure 8. All the water in a watershed drains into the same place. Do you live in a watershed? How do you know? Illustration by Stephanie Pfeiffer.

 

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Findings

The scientists identified a group of watersheds in which high provision, high use, and high disturbance were closely related. The scientists were able to use some of this information to create a map of southeastern Alaska (figure 9). This map is a geographic model of natural resource relationships in southeastern Alaska.

 

An illustration showing relationship of ecosystem provision, human use, and human disturbance in Alaska
Figure 9. The relationship of ecosystem provision, human use, and human disturbance in southeastern Alaska. Darker areas show a closer relationship among the three criteria. These dark areas represent priority areas for management.

 

You Are the Adaptive Manager!

In this article, you are learning about research and evaluation as a part of the adaptive management process. One important feature of adaptive management is its focus on an uncertain future. Scientists help managers by doing research. Scientists provide information that can be used to predict what might happen in the future. Pretend you are the land manager of the area being studied in this research. How would you use the findings of this study? What management action would you take? After taking the action, what would you do next?

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Discussion

The scientists believe that more accurate and complete information about southeastern Alaska should be included in the model. Managers need the most accurate information available to successfully identify priorities. The number of people using an area for recreation, for example, would be a more accurate measure of use than the number of cabins available.

 

The scientists believe the model they developed will be useful to natural resource managers. Identifying areas where ecosystem provision, use, and disturbance are greatest can help managers set management priorities. Identifying these areas will help managers take action based on these priorities. By using models, mathematical equations, and new information in those equations, managers can make better decisions and take better actions as conditions change.

 

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Adapted from Beier, C.M.; Patterson, T.M.; Chapin, F.S. III. 2008. Ecosystem services and emergent vulnerability in managed ecosystems: A geospatial decision-support tool. Ecosystems. 11:923–938. http://www.fs.fed.us/pnw/pubs/
journals/pnw_2008_patterson(beier)002.pdf.

The cover of the Natural Inquirer journal for 'Scientific Models and Adaptive Management'. The image is a collage that includes a cluster of trees and a golden eagle.

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  • PDF preview of At Your Service FACTivity.
    In this FACTivity, you will create an illustration model of your schoolyard’s ecosystem. The question you will answer in this FACTivity is: How is a schoolyard ecosystem model similar to...

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  • Scientific modeling is used in medical, marine, space, and environmental science, among other fields. Scientific modeling helps scientists understand how things work now and how they might work in the...

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Standards addressed in this Article:

The Next Generation Science Standards (NGSS) are a set of K-12 science education standards emphasizing inquiry-based learning, real-world applications, and integrating engineering practices, aiming to deepen understanding of science while promoting critical thinking and problem-solving skills.
  • ESS2.D-H3
    Changes in the atmosphere due to human activity have increased carbon dioxide concentrations and thus affect climate.
  • ESS2.D-H4
    Current models predict that, although future regional climate changes will be complex and varied, average global temperatures will continue to rise. The outcomes predicted by global climate models strongly depend on the amounts of human-generated greenhouse gases added to the atmosphere each year and by the ways in which these gases are absorbed by the ocean and biosphere.
  • ESS2.E-H1
    The many dynamic and delicate feedbacks between the biosphere and other Earth systems cause a continual co-evolution of Earth’s surface and the life that exists on it.
  • ESS3.A-H1
    Resource availability has guided the development of human society.
  • ESS3.A-H2
    All forms of energy production and other resource extraction have associated economic, social, environmental, and geopolitical costs and risks as well as benefits. New technologies and social regulations can change the balance of these factors.
  • ESS3.A-M1
    Humans depend on Earth’s land, ocean, atmosphere, and biosphere for many different resources. Minerals, fresh water, and biosphere resources are limited, and many are not renewable or replaceable over human lifetimes. These resources are distributed unevenly around the planet as a result of past geologic processes.
  • ESS3.C-H1
    The sustainability of human societies and the biodiversity that supports them requires responsible management of natural resources.
  • ESS3.C-M1
    Human activities have significantly altered the biosphere, sometimes damaging or destroying natural habitats and causing the extinction of other species. But changes to Earth’s environments can have different impacts (negative and positive) for different living things.
  • ESS3.C-M2
    Typically as human populations and per capita consumption of natural resources increase, so do the negative impacts on Earth unless the activities and technologies involved are engineered otherwise.
  • ESS3.D-H1
    Though the magnitudes of human impacts are greater than they have ever been, so too are human abilities to model, predict, and manage current and future impacts.
  • ESS3.D-H2
    Through computer simulations and other studies, important discoveries are still being made about how the ocean, the atmosphere, and the biosphere interact and are modified in response to human activities.
  • ESS3.D-M1
    Human activities, such as the release of greenhouse gases from burning fossil fuels, are major factors in the current rise in Earth’s mean surface temperature (global warming). Reducing the level of climate change and reducing human vulnerability to whatever climate changes do occur depend on the understanding of climate science, engineering capabilities, and other kinds of knowledge, such as understanding of human behavior, and on applying that knowledge wisely in decisions and activities.
  • ETS1.A-H1
    Criteria and constraints also include satisfying any requirements set by society, such as taking issues of risk mitigation into account, and they should be quantified to the extent possible and stated in such a way that one can tell if a given design meets them.
  • ETS1.A-H2
    Humanity faces major global challenges today, such as the need for supplies of clean water and food or for energy sources that minimize pollution, which can be addressed through engineering. These global challenges also may have manifestations in local communities.
  • ETS1.A-M1
    The more precisely a design task’s criteria and constraints can be defined, the more likely it is that the designed solution will be successful. Specification of constraints includes consideration of scientific principles and other relevant knowledge that is likely to limit possible solutions.
  • ETS1.B-H1
    When evaluating solutions it is important to take into account a range of constraints including cost, safety, reliability, and aesthetics and to consider social, cultural, and environmental impacts.
  • ETS1.B-H2
    Both physical models and computers can be used in various ways to aid in the engineering design process. Computers are useful for a variety of purposes, such as running simulations to test different ways of solving a problem or to see which one is most efficient or economical; and in making a persuasive presentation to a client about how a given design will meet his or her needs.
  • ETS1.B-M2
    There are systematic processes for evaluating solutions with respect to how well they meet criteria and constraints of a problem.
  • ETS1.B-M4
    Models of all kinds are important for testing solutions.
  • ETS1.C-H1
    Criteria may need to be broken down into simpler ones that can be approached systematically, and decisions about the priority of certain criteria over others (trade-offs) may be needed.
  • ETS1.C-M1
    Although one design may not perform the best across all tests, identifying the characteristics of the design that performed the best in each test can provide useful information for the redesign process—that is, some of the characteristics may be incorporated into the new design.
  • ETS1.C-M2
    The iterative process of testing the most promising solutions and modifying what is proposed on the basis of the test results leads to greater refinement and ultimately to an optimal solution.
  • LS2.A-H1
    Ecosystems have carrying capacities, which are limits to the numbers of organisms and populations they can support. These limits result from such factors as the availability of living and nonliving resources and from challenges such as predation, competition, and disease. Organisms would have the capacity to produce populations of great size were it not for the fact that environments and resources are finite. This fundamental tension affects the abundance (number of individuals) of species in any given ecosystem.
  • LS2.A-M1
    Organisms, and populations of organisms, are dependent on their environmental interactions both with other living things and with nonliving factors.
  • LS2.A-M2
    In any ecosystem, organisms and populations with similar requirements for food, water, oxygen, or other resources may compete with each other for limited resources, access to which consequently constrains their growth and reproduction.
  • LS2.A-M3
    Growth of organisms and population increases are limited by access to resources.
  • LS2.A-M4
    Similarly, predatory interactions may reduce the number of organisms or eliminate whole populations of organisms. Mutually beneficial interactions, in contrast, may become so interdependent that each organism requires the other for survival. Although the species involved in these competitive, predatory, and mutually beneficial interactions vary across ecosystems, the patterns of interactions of organisms with their environments, both living and nonliving, are shared.
  • LS2.C-H1
    A complex set of interactions within an ecosystem can keep its numbers and types of organisms relatively constant over long periods of time under stable conditions. If a modest biological or physical disturbance to an ecosystem occurs, it may return to its more or less original status (i.e., the ecosystem is resilient), as opposed to becoming a very different ecosystem. Extreme fluctuations in conditions or the size of any population, however, can challenge the functioning of ecosystems in terms of resources and habitat availability.
  • LS2.C-H2
    Moreover, anthropogenic changes (induced by human activity) in the environment—including habitat destruction, pollution, introduction of invasive species, overexploitation, and climate change—can disrupt an ecosystem and threaten the survival of some species.
  • LS2.C-M1
    Ecosystems are dynamic in nature; their characteristics can vary over time. Disruptions to any physical or biological component of an ecosystem can lead to shifts in all its populations.
The Common Core Standards are educational benchmarks in the United States that outline clear expectations for what students should know and be able to do in English language arts and mathematics from kindergarten through 12th grade, aiming to ensure consistency and coherence in education nationwide.
  • Cite specific textual evidence to support analysis of science and technical texts, attending to important distinctions the author makes and to any gaps or inconsistencies in the account.
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  • Follow precisely a complex multistep procedure when carrying out experiments, taking measurements, or performing technical tasks; analyze the specific results based on explanations in the text.
  • Determine the meaning of symbols, key terms, and other domain-specific words and phrases as they are used in a specific scientific or technical context relevant to grades 11-12 texts and topics.
  • Analyze how the text structures information or ideas into categories or hierarchies, demonstrating understanding of the information or ideas.
  • Analyze the author's purpose in providing an explanation, describing a procedure, or discussing an experiment in a text, identifying important issues that remain unresolved.
  • Integrate and evaluate multiple sources of information presented in diverse formats and media (e.g., quantitative data, video, multimedia) in order to address a question or solve a problem.
  • Evaluate the hypotheses, data, analysis, and conclusions in a science or technical text, verifying the data when possible and corroborating or challenging conclusions with other sources of information.
  • Synthesize information from a range of sources (e.g., texts, experiments, simulations) into a coherent understanding of a process, phenomenon, or concept, resolving conflicting information when possible.
  • Cite specific textual evidence to support analysis of science and technical texts.
  • By the end of grade 8, read and comprehend science/technical texts in the grades 6-8 text complexity band independently and proficiently.
  • Determine the central ideas or conclusions of a text; provide an accurate summary of the text distinct from prior knowledge or opinions.
  • Follow precisely a multistep procedure when carrying out experiments, taking measurements, or performing technical tasks.
  • Determine the meaning of symbols, key terms, and other domain-specific words and phrases as they are used in a specific scientific or technical context relevant to grades 6-8 texts and topics.
  • Analyze the structure an author uses to organize a text, including how the major sections contribute to the whole and to an understanding of the topic.
  • Analyze the author's purpose in providing an explanation, describing a procedure, or discussing an experiment in a text.
  • Integrate quantitative or technical information expressed in words in a text with a version of that information expressed visually (e.g., in a flowchart, diagram, model, graph, or table).
  • Distinguish among facts, reasoned judgment based on research findings, and speculation in a text.
  • Compare and contrast the information gained from experiments, simulations, video, or multimedia sources with that gained from reading a text on the same topic.
  • Cite specific textual evidence to support analysis of science and technical texts, attending to the precise details of explanations or descriptions.
  • By the end of grade 10, read and comprehend science/technical texts in the grades 9-10 text complexity band independently and proficiently.
  • Determine the central ideas or conclusions of a text; trace the text's explanation or depiction of a complex process, phenomenon, or concept; provide an accurate summary of the text.
  • Follow precisely a complex multistep procedure when carrying out experiments, taking measurements, or performing technical tasks, attending to special cases or exceptions defined in the text.
  • Determine the meaning of symbols, key terms, and other domain-specific words and phrases as they are used in a specific scientific or technical context relevant to grades 9-10 texts and topics.
  • Analyze the structure of the relationships among concepts in a text, including relationships among key terms (e.g., force, friction, reaction force, energy).
  • Analyze the author's purpose in providing an explanation, describing a procedure, or discussing an experiment in a text, defining the question the author seeks to address.
  • Translate quantitative or technical information expressed in words in a text into visual form (e.g., a table or chart) and translate information expressed visually or mathematically (e.g., in an equation) into words.
  • Assess the extent to which the reasoning and evidence in a text support the author's claim or a recommendation for solving a scientific or technical problem.
  • Compare and contrast findings presented in a text to those from other sources (including their own experiments), noting when the findings support or contradict previous explanations or accounts.
Social Studies Standards are educational guidelines outlining the essential knowledge, skills, and concepts students should learn in subjects such as history, geography, civics, and economics, aiming to provide a comprehensive understanding of societal structures, historical events, and global perspectives.
  • People, Places, and Environments
  • Production, Distribution, and Consumption
  • Science, Technology, and Society
  • Time, Continuity, and Change

What Is a Natural Inquirer Journal?

Three Natural Inquirer journal covers with NI bee

 

A Natural Inquirer journal is a collection of 4-8 articles on a related science topic. Journals are written for a middle school audience, but they can also be adapted for both high school students and advanced upper elementary students. Some journals are particularly suited to high school students; you can find our grade level recommendations in the tags on the product page or by filtering journals by grade level.

Journals include:

  • Four to eight articles based on published, peer-reviewed research papers; the articles keep the research paper format (see more below) but are written in language students can understand.
  • A FACTivity for each article, which is an activity to complete after reading the article. The FACTivity helps reinforce major science concepts from the article. These activities are designed to be easy to implement, with few material requirements and options for adapting them for your audience or available resources. Some articles in a journal may have two FACTivities.
  • A short “Welcome to the journal” article about key background information and science concepts that unify the articles included in the journal
  • A glossary of new terms for each article and the introductory materials.
  • A list of related Natural Inquirer publications for each article as well as outside references.
  • Standards correlations, including Next Generation Science Standards, addressed in the articles and the FACTivities.

Journals may also include additional essays (called spotlights), other activities (like crossword puzzles or vocabulary challenges), and more.

 

A screenshot of the article resource tile for "A Flame Changer" showing the three different format option buttons.

Reading Modes

Journals are available in three different formats:

  • Hard copies can be ordered from the website and shipped, all free of charge.
  • PDF versions of the printed journal can be downloaded free on the website. The PDF version directly replicates the content and layout of the printed version. You can also download individual articles as pdfs.
  • The “Read Distraction Free” option allows the individual articles to open in their own window, without the rest of the website being visible. These articles can be found under the “Articles” tab. This version allows readers to scroll to particular sections of the article using the sidebar menu on the left side of the screen. This version also has interactive Reflection Sections and Number Crunches. Students can enter their answers, submit them, and then receive the correct answers to double-check their work. Submitted answers are not saved on the website and will disappear once the window is closed.

What's in a Natural Inquirer Article?

Here, we'll go into more detail about the parts of a Natural Inquirer article and give you some ideas about how they can be used.
  1. Meet the Scientists

    This section introduces the scientists (and others) who worked on the study. In their own words, they each share a memorable science experience, a favorite research project, or something they learned during the course of their education or research.

    Use this section to:

    • Introduce kids to the variety of people who work in science
    • Introduce kids to the variety of scientific fields and give brief descriptions of science-related jobs
    • Explore ways that people interact with science every day

    Next Generation Science Standards (NGSS) applications:

    • Science and Engineering Practices
    • Crosscutting Concepts: Influence of Science, Engineering, and Technology on Society and the Natural World

    Note that specific standards for this particular journal are linked on this educator guide tab.

    Other resources:

    Many of the scientists and engineers featured in this section are also featured on our collector cards. Learn more about their work, how they got interested in their fields, and interesting projects they worked on. Cards can be printed as posters, too.

    A sample Meet the Scientists page, showing four different scientists
  2. Thinking About Science

    This section briefly describes a concept about science or scientific research. This overview can touch on topics like

    • study type (longitudinal study, quantitative vs. qualitative data),
    • behaviors of scientists (conducting literature reviews, collaborating with other specialists, replicating earlier studies),
    • the practice of science (the scientific method, engineering design, data collection, randomization, controls and variables),
    • or other aspects of science (bias, correlation vs. causation).

    Use this section to:

    • Reinforce steps in the scientific method and the process of science
    • Encourage students to think about the practice of science and what it can and cannot tell us
    • Consider the many types of scientific study and what information each type can provide

    Next Generation Science Standards applications:

    • Science and Engineering Practices
    • Life Science Disciplinary Core Ideas (depending on topic)
    • Most Crosscutting Concepts (depending on topic)

    Note that specific standards for this particular journal are linked on this educator guide tab.

    Other resources:

    You can use key words to search for other or related scientific topics on our website (e.g. “longitudinal study,” “bias,” or “sampling”).

    A sample Thinking About Science page from a recent monograph
  3. Thinking About the Environment

    This section provides a brief overview of a topic or concept in environmental/life science. The topic or concept is directly related to the research study that follows. Examples of topics include the carbon cycle, the water cycle, habitat fragmentation, phenology, biodiversity, and ecosystem services.

    Use this section to:

    • Provide important background information to help students understand the research study
    • Serve as a quick reference during reading or class instruction
    • Connect the research article with other activities or media on the same topic

    Next Generation Science Standards applications:

    • Life Science and some Earth Science Disciplinary Core Ideas (depending on topic)
    • Most Crosscutting Concepts (depending on topic)

    Note that specific standards for this particular journal are linked on this educator guide tab.

    Other resources:

    You can use key words to search for more resources on life or earth science topics on our website (e.g. “habitat,” “carbon,” or “genetics”).

    A sample "Thinking About the Environment" section from a recent monograph
  4. Introduction

    This section begins the scientific article format. Much like the published, peer-reviewed study this article is based on, the introduction provides background information for the study – what is currently known and what remains unknown. The introduction culminates in the question(s) the study hopes to answer.

    The introduction is also the first section with a Reflection Section. This section includes two or three questions to help kids reflect on what they’ve just learned in the Introduction. If they are using the online distraction-free reading mode, they can answer these questions directly on the website.

    Use this section to:

    • Review important background information that kids need to understand the study
    • Connect the study to the concepts addressed in the Thinking About Science and Thinking About the Environment sections
    • Understand research questions and hypotheses, including generating their own hypotheses given what they already know

    Next Generation Science Standards applications:

    • Life Science and some Earth Science Disciplinary Core Ideas (depending on topic)
    • Most Crosscutting Concepts (depending on topic)

    Note that specific standards for this particular journal are linked on this educator guide tab.

    Other resources:

    Use one of the guided reading lesson plans to help kids follow the format of a scientific paper.

    A sample introduction page from "Hidden in Plain Sight"
  5. Methods

    This section is the nuts and bolts of the study design – the who, what, when, where, why, and how of the research. Contained within the Methods section are usually maps of the study location or the set-up of study plots, as well as details about what data was collected and how.

    The Methods section also ends with a Reflection Section – two or three questions to help students think through what they just read. These questions are interactive on the distraction-free reading mode.

    Use this section to:

    • Show students how experiments and studies are designed and carried out
    • Explore sampling methods and randomization
    • Introduce various data collection tools (e.g. camera traps, surveys, insect collection tools, weather stations, etc.)
    • Explain bias and how studies are designed to remove bias
    • Help students gain experience with map reading

    Next Generation Science Standards applications:

    • Life Science and some Earth Science Disciplinary Core Ideas (depending on topic)
    • Most Crosscutting Concepts (depending on topic)

    Note that specific standards for this particular journal are linked on this educator guide tab.

    Other resources:

    Many Methods and Findings sections contain Number Crunches, which are simple math exercises designed to help students interact with the data from the study.

    A sample methods section of a monograph article showing a map
  6. Findings

    This section summarizes the data collected during the study. The Findings section usually includes data tables or graphs and highlights the significant data points from the study. This section often mentions statistical analysis or the use of computer programs to model or analyze the data, though these methods are only discussed generally.

    The Findings section also ends with a Reflection Section – two or three questions to help students think through what they just read. These questions are interactive on the distraction-free reading mode.

    Use this section to:

    • Have students practice reading and interpreting graphs and tables
    • Compare results between variables and controls
    • Explain the concept of statistical significance
    • Discuss how no data or negative results still provide valuable information

    Next Generation Science Standards applications:

    • Life Science and some Earth Science Disciplinary Core Ideas (depending on topic)
    • Most Crosscutting Concepts (depending on topic)

    Note that specific standards for this particular journal are linked on this educator guide tab.

    Other resources:

    Search the website for “map” or “graph” to find activities where students can practice making and reading maps and graphs.

    The beginning of a Findings section featuring a large data table
  7. Discussion

    This section concludes each article. In it, we summarize the main findings of the scientists’ study. Additionally, we present the scientists’ ideas about the limitations of their study, the big-picture impacts of their research, and the scientists’ plans for future study or action.

    The Discussion section ends with a Reflection Section – two or three questions to help students think through what they just read, especially general take-aways from the study. These questions are interactive on the distraction-free reading mode.

    Use this section to:

    • Discuss what conclusions can and cannot be drawn from the available data
    • Explain the difference between correlation and causation
    • Explore study limitations and opportunities for further study
    • Brainstorm ways the study findings could be applied to real-world situations

    Next Generation Science Standards applications:

    • Life Science and some Earth Science Disciplinary Core Ideas (depending on topic)
    • Most Crosscutting Concepts (depending on topic)

    Note that specific standards for this particular journal are linked on this educator guide tab.

    Other resources:

    Use the “Designing Your Own Study” resource page for videos of scientists discussing their own research studies. The page also includes educator resources to help students plan their own scientific studies.

    The beginning of the conclusion of "Hidden in Plain Sight"

Additional Resources on the Website

A screenshot of the product tabs for an NI monographOn the website, we pair each journal with a variety of other resources, as well. Use the tabs on the product page to browse through the following:

  • Related activities, including the FACTivity for each article
  • An “About” essay that gives some larger context for the research the scientists conducted or more information about the science topic from the journal
  • A glossary of all boldfaced terms from the journal
  • A “Scientists and Collaborators” page that lists the people involved in the studies in the journal; click on a researcher to reach their bio page and see what other articles they might be featured in
  • A “Related Content” page that lists both Natural Inquirer resources about similar topics and also outside reference materials

Article Selection and Review

Natural Inquirer partners with the USDA Forest Service, so we source research studies by Forest Service scientists that have been peer-reviewed and published in reputable journals. Some of our articles have also been created in collaboration with scientists from other Federal agencies, such as U.S. Geological Survey and the United Nations Food and Agriculture Organization, universities, and other non-profits.

All journal articles are reviewed by scientists who conducted the original research study to verify scientific accuracy. Journals are also reviewed by student editorial review boards of middle or high school students before publication. Additionally, all journals are reviewed by the Forest Service and the U.S. Department of Agriculture before publication.

A screenshot of the citation for "Lights, Camera, Tracks"Every journal article includes a citation of its source study. Many educators pair the original research paper with our article to help more advanced students learn how to read formal research papers. The journal article then serves as adapted primary literature, bridging the two articles.

Lessons

  • PDF preview of Scientific Models lesson plan.
    In this lesson, students will read and summarize four of the article’s sections. After the class reads the article and summarizes the sections, students should work in groups to create...

    Lesson Plan – Model Construction

    • Lesson Plan
    • Middle School
    • 2-3 Classroom Periods
    • Active Forest Management
    • Agriculture
    • Carbon
    • Citizen Science
    • Engineering and Forest Products
    • Fire
    • Insects
    • Pollinators
    • Pollution
    • Recreation
    • Social Science
    • Water
    • Wilderness
    • Wildlife
    • Graphic Organizer
    • Group Activity
    • Making a Model
    In this lesson, students will read and summarize four of the article’s sections. After the class reads the article and summarizes the sections, students should work in groups to create...
    • Explore Lesson Plan
    • Download Lesson Plan (PDF)
    • Explore Lesson Plan
    • Download Lesson Plan (PDF)

    Part Of

    Scientific Models in Adaptive Management - Vol. 17 No. 1

  • PDF Preview of the KWL Lesson Plan
    Students create a chart to write what they know before reading, what they think they will learn from the article, and then what they learned from the article. This lesson...

    Lesson Plan – K-W-L

    • Lesson Plan
    • High School
    • Middle School
    • 2-3 Classroom Periods
    • Active Forest Management
    • Agriculture
    • Carbon
    • Citizen Science
    • Engineering and Forest Products
    • Fire
    • Insects
    • Pollinators
    • Pollution
    • Recreation
    • Social Science
    • Water
    • Wilderness
    • Wildlife
    • Graphic Organizer
    Students create a chart to write what they know before reading, what they think they will learn from the article, and then what they learned from the article. This lesson...
    • Explore Lesson Plan
    • Download Lesson Plan (PDF)
    • Explore Lesson Plan
    • Download Lesson Plan (PDF)
  • PDF Preview of the Paragraph by Paragraph Lesson Plan
    Focus student understanding of the main idea of a paragraph in each section of a Natural Inquirer article through a reading and note-taking process. This lesson plan can be used with any...

    Lesson Plan – Paragraph by Paragraph

    • Lesson Plan
    • High School
    • Middle School
    • 2-3 Classroom Periods
    • Active Forest Management
    • Agriculture
    • Carbon
    • Citizen Science
    • Engineering and Forest Products
    • Fire
    • Insects
    • Pollinators
    • Pollution
    • Recreation
    • Social Science
    • Water
    • Wilderness
    • Wildlife
    • Graphic Organizer
    Focus student understanding of the main idea of a paragraph in each section of a Natural Inquirer article through a reading and note-taking process. This lesson plan can be used with any...
    • Explore Lesson Plan
    • Download Lesson Plan (PDF)
    • Explore Lesson Plan
    • Download Lesson Plan (PDF)

Education Files

Project Learning Tree

If you are a trained Project Learning Tree educator, you may use “Forest Consequences” as an additional resource.

Glossary

View All Glossary
  • criteria

    (krī tir ē ə): (singular: criterion) A standard on which a judgment or decision may be based.

  • database

    (dā tə bās): A usually large collection of data organized especially for rapid search and retrieval (as by a computer).

  • degrade

    (di grād): To make the quality of something worse.

  • dilemma

    (də le mə): A usually undesirable or unpleasant choice; a problem involving a difficult choice.

  • economy

    (i kä nǝ mē): A system relating to the production, distribution, and consumption of goods and services in a country, area, or period.

  • ecosystem

    (ē kō sis tǝm): A system made up of an ecological community of living things interacting with their environment especially under natural conditions.

  • erosion

    (i rō zhǝn): The process of deteriorating or disappearing by wearing away.

  • hatchery

    (ha chə rē ): A place for hatching eggs.

  • magnitude

    (mag nə tüd): Size, quantity, number, or extent of something (such as the strength of an earthquake).

  • monitor

    (mä nə tər): To watch, keep track of, or check usually for a special purpose.

  • priority

    (prī or ə tē): Something given or meriting attention before competing alternatives.

  • variable

    (ver ē ə bəl): (1) A factor, trait, or condition that can be changed or controlled; (2) a quantity that may assume any one of a set of values.

  • Photo of Colin Beier, standing on top of large roots in a forest.

    Colin Beier

    Ecologist

    My favorite science experience was the first time I visited Chichagof Island in southeast Alaska. We left Juneau and flew across the islands and ocean channels in a four-seat floatplane,...
    View Profile
  • Headshot of Dr. Trista Patterson.

    Trista Patterson

    Ecological Economist

    My favorite science experience is kind of “the darkness before the dawn.” So many times I’ve been hashing over a difficult problem for weeks, months, years, and then one day...
    View Profile
  • Photo of Dr. Terry Chapin sitting on a bench and playing the violin.

    Terry Chapin

    Ecologist

    My favorite science experience has been talking with Alaskan Native hunters. Alaskan Native people depend on hunting and fishing for food and for their cultural connections to the land and...
    View Profile

Jump To

  • Related from Natural Inquirer
  • Additional Resources

Related Resources from the Natural Inquirer

  • Front cover of National Inquirer with a bee pointing at a pond and green space
    Ecosystem services are the benefits that nature provides through natural processes. For example, plants provide clean air, natural fire helps cycle nutrients, and bats act as insect control. Ecosystem services...

    Ecosystem Services – Vol. 12 No. 1

    • Journal
    • Middle School
    • Wilderness
    • Wildlife
    • Amphibians
    • Biodiversity
    • Carbon Storage
    • Classification of Living Things
    • Drought
    • Erosion
    • Flooding
    • Freshwater
    • Habitat
    • Indicator Species
    • Invasive Species
    • Nonnative
    • Restoration
    • Vegetation
    • Wetlands
    Ecosystem services are the benefits that nature provides through natural processes. For example, plants provide clean air, natural fire helps cycle nutrients, and bats act as insect control. Ecosystem services...
    • Explore Journal
    • Download Journal (PDF)
    • Explore Journal
    • Download Journal (PDF)

Additional Resources

  • Ecological Society of America: Ecosystem Services

    View PDF from the Ecological Society of America and learn more about ecosystems and ecosystem services.

    Visit Resource
  • USDA Forest Service: Ecosystem Services

    Learn more about ecosystem services and current research from the Forest Service.

    Visit Website
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  • Natural Inquirer - Homepage
  • Find Outdoors
  • USDA
  • USDA Forest Service logo.

The Natural Inquirer program produces a variety of science education materials for PreK through grade 12. Natural Inquirer products are produced by the USDA Forest Service, FIND Outdoors, and other cooperators and partners.

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