Nestle Waters & Statistical Analysis

Resource ID#: 156316 Type: Perspectives Video: Professional/Enthusiast

Please sign in to access this resource


Not a Florida public school educator?

Access this resource
on CPALMS.com

General Information

Subject(s): Science, Mathematics (B.E.S.T.)
Grade Level(s): 7, 9, 10, 11, 12
Intended Audience: Educators educators
Keywords: kent koptiuch, nestle, waters, statistical, analysis, spring, statistics, Ecological sustainability, sampling, aqufier, baseline, variation, graphs, quality control
Instructional Component Type(s): Perspectives Video: Professional/Enthusiast

Aligned Standards

This vetted resource aligns to concepts or skills in these benchmarks.

Related Videos

Glucose Metabolism

It's not a secret - exercise and weight control key to a healthy metabolism!

Download the CPALMS Perspectives video student note taking guide.

Enzymes and Energy

Learn how enzymes play a key role in regulation of cellular energy and metabolism.

Download the CPALMS Perspectives video student note taking guide.

Knot Theory Entangled in Cellular Biology

This FSU professor describes how knot theory and cellular biology are intertwined. Researchers are still trying to determine how enzyme bridges are able to un-knot long strands of DNA to mitigate potential cell destruction.

Fitness and Cell Respiration

Oxygenate your cells through physical activity.

Download the CPALMS Perspectives video student note taking guide.

Photosynthesis in Space

A NASA botanist explains how studying photosynthesis now can help feed astronauts in the future.

Download the CPALMS Perspectives video student note taking guide.

Macromolecule Matching

Learn about macromolecules with this tabletop exercise.

Download the CPALMS Perspectives video student note taking guide.

Linseed Oil Properties for Oil Painting

Oil paints certainly left their mark on history and are widely used in art today! Produced with funding from the Florida Division of Cultural Affairs.

Download the CPALMS Perspectives video student note taking guide.

Oil Painting Technique

Understanding the science behind oil painting can help you become a better artist! Produced with funding from the Florida Division of Cultural Affairs.

Download the CPALMS Perspectives video student note taking guide.

Protein Structure and Function

Don't get twisted in a knot about proteins; learn about their structure!

Download the CPALMS Perspectives video student note taking guide.

Photosynthesis or Cellular Respiration?

Get organized with charts to help you understand major biochemical processes!

Download the CPALMS Perspectives video student note taking guide.

Hormone Functions in the Body: Oxytocin

In this video, neuroscientist Liz Hammock explains the role of proteins in the body using the hormone oxytocin as an example.

Download the CPALMS Perspectives video student note taking guide.

Invasive Ants and Competition in the Kenyan Savannah

Patrick Milligan shares his research on invasive ant species in the Kenyan savannah.

Download the CPALMS Perspectives video student note taking guide.

Collecting Population Data: "What Lives in the Wetland?"

Want an unforgettable field trip led by a real scientist where your students get hands-on experience with collecting population data? Consider the "" educational program from Remote Footprints.

Download the CPALMS Perspectives video student note taking guide.

Sampling Bird Populations to Track Environmental Restoration

Sometimes scientists conduct a census, too! Learn how population sampling can help monitor the progress of an ecological restoration project.

Quadrat Sampling M&M Lesson

This teacher explains how a 3D-printed quadrat can be used with an M&M sampling lesson to engage students when they explore how to use data from a random sample to draw inferences about a population.

Random Sampling to Estimate Wildlife Populations

Dr. Bill McShea from the Smithsonian Institution discusses sampling and inference in the study of wildlife populations.

This video was created in collaboration with the Okaloosa County SCIENCE Partnership, including the Smithsonian Institution and Harvard University.

MicroGravity Sensors & Statistics

Statistical analysis played an essential role in using microgravity sensors to determine location of caves in Wakulla County.

Download the CPALMS Perspectives video student note taking guide.

Mathematically Exploring the Wakulla Caves

The tide is high!  How can we statistically prove there is a relationship between the tides on the Gulf Coast and in a fresh water spring 20 miles from each other?

Download the CPALMS Perspectives video student note taking guide.

Making Inferences about Wetland Population Sizes

This ecologist from the Coastal Plains Institute discusses sampling techniques that are used to gather data to make statistical inferences about amphibian populations in the wetlands of the Apalachicola National Forest.

Tow Net Sampling to Monitor Phytoplankton Populations

How do scientists collect information from the world? They sample it! Learn how scientists take samples of phytoplankton not only to monitor their populations, but also to make inferences about the rest of the ecosystem!

Using Statistics to Estimate Lionfish Population Size

It's impossible to count every animal in a park, but with statistics and some engineering, biologists can come up with a good estimate.

Sample Size and Shark Research

Deep sea shark researcher, Chip Cotton, discusses the need for a Power Analysis to determine the critical sample size in order to make inferences on how oil spills affect shark populations.

Assessment of Antarctic Ice Sheet Movement Rate by Sediment Core Sampling

Eugene Domack, a geological oceanographer, describes how sediment cores are collected and used to estimate rates of ice sheet movement in Antarctica. Video funded by NSF grant #: OCE-1502753.

Mathematically Modeling Hurricanes

Entrepreneur and meteorologist Mark Powell discusses the need for statistics in his mathematical modeling program to help better understand hurricanes.

Fishery Independent vs Dependent Sampling Methods for Fishery Management

NOAA Scientist Doug Devries discusses the differences between fishery independent surveys and fishery independent surveys.  Discussion includes trap sampling as well as camera sampling. Using graphs to show changes in population of red snapper.

Camera versus Trap Sampling: Improving how NOAA Samples Fish

Underwater sampling with cameras has made fishery management more accurate for NOAA scientists.

Statistical Sampling Results in setting Legal Catch Rate 

Fish Ecologist, Dean Grubbs, discusses how using statistical sampling can help determine legal catch rates for fish that may be endangered.

Download the CPALMS Perspectives video student note taking guide.

Pitfall Trap Classroom Activity

Patrick Milligan shares a teaching idea for collecting insect samples.

Field Sampling with the Point-centered Quarter Method

In this video, Jim Cox describes a sampling method for estimating the density of dead trees in a forest ecosystem.

Download the CPALMS Perspectives video student note taking guide.

Statistical Analysis of a Randomized Study

This education researcher uses measures of center and measures of variability for numerical data from random samples to draw informal comparative inferences about two populations.

Sampling Amphibian Populations to Study Human Impact on Wetlands

Ecologist Rebecca Means discusses the use of statistical sampling and comparative studies in field biology.

Atlatl - Differences in Velocity and Distance

An archaeologist describes how an ancient weapons technology can be used to bring home dinner or generate data for a math lesson.

Histograms Show Trends in Fisheries Data Over Time

NOAA Fishery management relies on histograms to show patterns and trends over time of fishery data.

Statistical Art: Four Words

Graphic designer and artist, Drexston Redway infuses statistics into his artwork to show population distribution and overlap of poverty and ethnicity in Tallahassee, FL.

fMRI, Phantom Limb Pain and Statistical Noise

Jens Foell discusses how statistical noise reduction is used in fMRI brain imaging to be able to determine which specifics parts of the brain are related to certain activities and how this relates to patients that suffer from phantom limb pain.

Chronic Pain and the Brain

Florida State researcher Jens Foell discusses the use of fMRI and statistics in chronic pain.

Revolutionize Wing Design with Equations and Statistics

Brandon Reese, a PhD candidate in the FAMU-FSU College of Engineering, discusses the significance of both Bernoulli's equation and statistical analysis for the design of a "smart wing."

Statistics and Scientific Data

Hear this oceanography student float some ideas about how statistics are used in research.

Normal? Non-Normal Distributions & Oceanography

What does it mean to be normally distributed?  What do oceanographers do when the collected data is not normally distributed? 

Graphs Help Identify Cost-Effective Sea Turtle Conservation Strategies

This marine biologist discusses her use of graphical representations to help determine the most cost-effective management strategies for sea turtle conservation.

Winning the Race with Data Logging and Statistics

Data logging has transformed competitive racing! These SCCA drivers discuss how they use computers to compare multiple sets of data after test runs.

Smile Statistics

This quantitative measurement and statistics activity will allow you to save face.

Birdsong Series: Statistical Analysis of Birdsong

Wei Wu discusses his statistical contributions to the Birdsong project which help to quantify the differences in the changes of the zebra finch's song.

Ecological Sampling Methods and Population Density

Dr. David McNutt explains how a simple do-it-yourself quadrat and a transect can be used for ecological sampling to estimate population density in a given area.

Download the CPALMS Perspectives video student note taking guide.

Filtering Noise from a Data Sample

Safe water? Safe soil? How can we calibrate our equipment to detect small levels of pollutants and ignore other substances in the sample?

How to Build a Research Study on Education

This researcher explains common methods behind randomized studies in the social sciences, specifically in education.

Carbon Foam and Geometry

Carbon can take many forms, including foam! Learn more about how geometry and the Monte Carlo Method is important in understanding it.

Let's Make a Math Deal

Should I keep my choice or switch?  Learn more about the origins and probability behind the Monty Hall door picking dilemma and how Game Theory and strategy effect the probability.

Download the CPALMS Perspectives video student note taking guide.

Statistical Inferences and Confidence Intervals

Florida State University Counseling Psychologist discusses how he uses confidence intervals to make inferences on college students' experiences on campus based on a sample of students.

Sampling Strategies for Ecology Research in the Intertidal Zone

Will Ryan describes methods for collecting multiple random samples of anemones in coastal marine environments.

Managing Lionfish Populations

Invasive lionfish are taking a bite out of the ecosystem of Biscayne Bay. Biologists are looking for new ways to remove them, including encouraging recreational divers to bite back!

Mean Data and Striking Deviations in Sea Turtle Research

Dive in and learn about how statistics can be used to help research sea turtles!

Rubber Band Races for Testing Measurement Accuracy

This activity will send your measurement lab to new distances.

Correlation and Causation in a Scientific Study

Watching this video will cause your critical thinking skills to improve. You might also have a great day, but that's just correlation.

Download the CPALMS Perspectives video student note taking guide.

PTSD: Correlation vs Causation

Jens Foell discusses the link between correlation and causation in PTSD patients.

Download the CPALMS Perspectives video student note taking guide.

The Criminal Brain and Correlation vs. Causation

Florida State Researcher, Jens Foell, discusses the importance of understanding correlation versus causation when researching personality traits and criminal behavior.

Download the CPALMS Perspectives video student note taking guide.

Mathematically Modeling Eddy Shedding

COAPS oceanographer Dmitry Dukhovskoy describes the process used to mathematically model eddy shedding in the Gulf of Mexico.

Residuals and Laboratory Standards

Laws and regulations that affect the public are being formed based on data from a variety of laboratories. How can we be sure that the laboratories are all standardized?

Analyzing Wildlife Data Trends with Regression

Dr. Bill McShea from the Smithsonian Institution discusses how regression analysis helps in his research.

This video was created in collaboration with the Okaloosa County SCIENCE Partnership, including the Smithsonian Institution and Harvard University.

Oceanography & Math

A discussion describing ocean currents studied by a physical oceanographer and how math is involved. 

Linear Regression for Analysis of Sea Anemone Data

Will Ryan describes how linear regression models contribute towards his research on sea anemones.

Determining Strengths of Shark Models based on Scatterplots and Regression

Chip Cotton, fishery biologist, discusses his use of mathematical regression modeling and how well the data fits his models based on  his deep sea shark research.

Download the CPALMS Perspectives video student note taking guide.

Slope and Deep Sea Sharks

Shark researcher, Chip Cotton, discusses the use of regression lines, slope, and determining the strength of the models he uses in his research.

Download the CPALMS Perspectives video student note taking guide.

Analyzing Antarctic Ice Sheet Movement to Understand Sea Level Changes

In this video, Eugene Domack explains how past Antarctic ice sheet movement rates allow us to understand sea level changes. Video funded by NSF grant #: OCE-1502753.

Download the CPALMS Perspectives video student note taking guide.

Assessment of Past and Present Rates of Sea Level Change

In this video, Brad Rosenheim describes how Louisiana sediment cores are used to estimate sea level changes over the last 10,000 years. Video funded by NSF grant #: OCE-1502753.

Birdsong Series: STEM Team Collaboration

Researchers Frank Johnson, Richard Bertram, Wei Wu, and Rick Hyson explore the necessity of scientific and mathematical collaboration in modern neuroscience, as it relates to their NSF research on birdsong.

Tree Rings Research to Inform Land Management Practices

In this video, fire ecologist Monica Rother describes tree ring research and applications for land management.

Mathematical Modeling of El Niño

Hear how mathematics helped shape Dr. James O'Brien's groundbreaking research in ocean modeling of El Niño.

Improving Hurricane Modeling by Reducing Systematic Errors

This FSU professor discusses the limitations and need for improvement to models used to forecast hurricanes.

Population Sampling and Beekeeping

This buzzworthy video features statistics, sampling, and how scientists make inferences about populations.

Hurricane Dennis & Failed Math Models

What happens when math models go wrong in forecasting hurricanes?

Download the CPALMS Perspectives video student note taking guide.

Hurricanes & Strong Deep Ocean Currents

COAPS oceanographer Steve Morey describes how math is used to help research hurricanes and strong deep ocean currents that could effect deep water oil rigs.

Download the CPALMS Perspectives video student note taking guide.

History of Probability and the Problem of Points

What was the first question that started probability theory?

Download the CPALMS Perspectives video student note taking guide.

Hydrologic Modeling and Reservoir Simulation

Dr. Tom Van Lent and Rajendra Paudel describe how modeling and simulation of water reservoirs are used to inform decisions about regulation of water flow in the Everglades.

Download the CPALMS Perspectives video student note taking guide.

Modeling the Everglades with Mathematics

Dr. Tom Van Lent and Rajendra Paudel describe how hydrologic modeling is used to evaluate environmental conditions in the Everglades.

Download the CPALMS Perspectives video student note taking guide.

How Math Models Help Insurance Companies After a Hurricane Hits

Hurricanes can hit at any time! How do insurance companies use math and weather data to help to restore the community?

Download the CPALMS Perspectives video student note taking guide.

Probabilistic Weather Modeling

Meteorologist from Risk Management discusses the use of probability in predicting hurricane tracks.

Download the CPALMS Perspectives video student note taking guide.

Birdsong Series: Mathematically Modeling Birdsong

Richard Bertram discusses his mathematical modeling contribution to the Birdsong project that helps the progress of neuron and ion channel research.

Download the CPALMS Perspectives video student note taking guide.

Related Resources

Other vetted resources related to this resource.