Interpret Data

IN THIS SECTION

For Educators

HRECOS data can connect your students to the estuary in their backyard and help you keep pace with Next Generation standards for science education. Together with educators like you, we’ve developed lesson plans and other tools to support your projects and programs. You also can use our real-time data and historic data sets to develop activities and programs of your own.

Wading into the Hudson

Wading into the Hudson is an introduction to the Hudson River estuary essentials, including tides, currents, salinity, and climate change. And its all taught through interpreting graphs and images. Slides include notes and instructions for teachers.

Download lesson plan

A Virtual Checkup of a River’s Vitals: Using Remotely Sensed Data

Updated in April 2024! This presentation goes deeper into river parameters with HRECOS. By using case studies and curated HRECOS graphs, students can investigate weather, water chemistry, and biological phenomena. Notes for each slide provide background content and instructions for teachers.

Download lesson plan.

Oxygen, Plants and the Hudson River

Author: Lia Harris – Education Program specialist, Cary Institute.

Time: 1-2 class periods; Grade Level: high school; Objective: Students will develop and test a hypothesis about the relative oxygen contributions of three Hudson River Ecosystems.

Oxygen, Plants and the Hudson River – Worksheet

Dissolved Oxygen and Photosynthesis

Lesson 1

Author: Cornelia Harris with the Cary Institute. This lesson is part of the Changing Hudson Project curriculum.

Time: 2 class periods; Grade Level: High School; Objective: Students will know that plants produce oxygen underwater and be able to design an experiment that will test this question.

Dissolved Oxygen and Photosynthesis 1: Lesson PlanWorksheet

Lesson 2

Author: Cornelia Harris with the Cary Institute. This lesson is part of the Changing Hudson Project curriculum.

Time: 2 class periods; Grade Level: High School; Objective: Students will know that plants produce oxygen underwater and be able to design an experiment to test this question.

Dissolved Oxygen and Photosynthesis 2: Lesson PlanWorksheet

How Much Oxygen is in the Water

Author: Steve Stanne, Interpretive Specialist with the Hudson River Estuary Program.

Time: 1 class period; Grade Level: 4-5; Objective: Using real time data from remote sensors in the Hudson

River, students will: • understand the critical role of dissolved oxygen in supporting aquatic life; • observe and graph dissolved oxygen concentrations at sites along the Hudson River estuary; • observe patterns of change in dissolved oxygen concentrations; • identify environmental parameters correlated with dissolved oxygen concentrations; • suggest hypotheses to account for the observed changes in dissolved oxygen concentrations..

How Much Oxygen is in the Water – Worksheet

Using Real-Time Data

Introduction

Author: Cornelia Harris with the Cary Institute. This lesson is part of the Changing Hudson Project curriculum.

Time: 3-5 class periods; Grade Level: High School; Objective: Students will know how to retrieve data from a real-time data website, be able to explain and pose questions about data from two locations on the Hudson River.

Using Real Time Data: Introduction – Lesson PlanWorksheet

Temperature’s Impact on Sea Level Rise

Author: Alene Onion, HRECOS Coordinator with the Hudson River Estuary Program.

Time: 1-2 class periods; Grade Level: 5-8; Objective: Students will know how to retrieve data from a real-time data website and be able to explain and
pose questions about the relationship between global warming and water level rise in the Hudson River Estuary.

Using Real Time Data: Temperature’s Impact on Sea Level Rise – Lesson PlanWorksheet

Field Collection

Author: Cornelia Harris with the Cary Institute. This lesson is part of the Changing Hudson Project curriculum.

Time: 1-2 Class Periods; Grade Level: High School; Description: Students will know how water quality parameters change over location and time, and compare collected data with real-time data collected by scientific instruments in the Hudson River.

Using Real-Time Data: Field Collection – Lesson PlanWorksheet

pH and rainfall

Author: Cornelia Harris with the Cary Institute. This lesson is part of the Changing Hudson Project curriculum.

Time: 1-2 class periods; Grade Level: High School; Objective: Students will know how to retrieve data from a real-time data website, be able to explain and pose questions about the relationship between pH and rainfall data from two locations on the Hudson River.

Using Real Time Data: pH and rainfall – Lesson PlanWorksheet

For Researchers

HRECOS monitors and documents baseline weather and water quality conditions, tracking long-tern change and short-term variability. An analysis of this data can provide a solid foundation for detecting change caused by human-influenced and natural events.

You can use our data and associated products for field-testing and calibration/verification of models. It also can support summary statistics, hypothesis testing, and observations to describe novel phenomena and enhance understanding of the Hudson River system.

As part of the National Estuarine Research Reserve’s System-Wide Monitoring Program (SWMP), Hudson River Reserve has maintained two of their HRECOS stations for several decades (Tivoli Bays since 1995). Compiled for the past several decades, this data set on parameters like temperature, salinity, and dissolved oxygen, allows for year to year comparison. The Reserve provides annual analysis of this data their SWMP Status Reports. They plan to update these Status Reports each year when new data becomes available, so check back for updated versions!

Publications

HRECOS data has informed a diversity of studies that have advanced the understanding of the ecological and physical systems of the Hudson River and its tributaries. The following list is in chronological order, with most recent studies first. Have a study you’d like to add to the list? Contact the HRECOS Coordinator at hrecos@dec.ny.gov

ABCDEF
Study
Year publishedAuthor(s)InstitutionDOIKeywords
Dissertation: Turion size advantage in the restoration of Vallisneria americana: the importance of genetic identity and diversity.2019Carew, Anne E.University of Maryland
Post-storm sediment burial and herbivory of Vallisneria americana in the Hudson River estuary: mechanisms of loss and implications for restoration.2017Hamberg, Jonas; E. G. Findlay, Stuart; Limburg, Karen E.; and Diemont, Stewart A.W. Restoration Ecology10.1111/rec.12477estuarine restoration, grazing, Hurricane Irene, plant, submerged aquatic vegetation, wild celery
Dissertation: Regional Recruitment Dynamics and Seasonal Ecology of Juvenile Bluefish (Pomatomus Saltatrix)2016Stormer, David G.University of Massachusetts Amherst10.7275/8801716.0
Low-Cost Stand-Alone System for Real-Time Hydrological Monitoring2016Mohammad S. Islam, James S. Bonner, James B. Paley, and Christopher B. FullerEnvironmental Engineering Science10.1089/ees.2016.0106hydrological station, precipitation gauge, real-time monitoring, sensor evaluation, stage height sensor
Coastal evacuations by fish during extreme weather events2016Bailey, H., and Secor, D. H.Scientific Reports10.1038/srep30280
The Stevens Flood Advisory System: Operational H3E Flood Forecasts for the Greater New York / New Jersey Metropolitan Region2016Georgas, N. et al.International Journal of Safety and Security Engineering10.2495/SAFE-V6-N3-648-662early warning systems, emergency management, ensemble forecast, flood advisory system, integrated flood forecasts, river flooding, storm surge
Short- and long-term monitoring of underwater sound levels in the Hudson River2016Martin, S. B., and A. N. PopperJournal of the Acoustical Society of America10.1121/1.4944876
Cyber-physical systems for water sustainability: challenges and opportunities2015Wang, Z., H. Song, D. W. Watkins, K. G. Ong, P. Xue, Q. Yang, and X. ShiIEEE Communications Magazine10.1109/MCOM.2015.7105668Water pollution, Green design, Water resources, Monitoring, Computational modeling, Wireless sensor networks, Wireless communication, Ecosystems, Sustainable development, Telecommunication services
A Day in the Field: A Stepped Model to Developing Data-Savvy Students2015Turrin, MargieThe Science Teacher
Book: Catchment and River Basin Management: Integrating Science and Governance2015Smith, L., K. Porter, K. Hiscock, M. J. Porter, and D. Benson10.2989/16085914.2015.1087378
New York City Panel on Climate Change 2015 Report Chapter 6: Indicators and Monitoring2015Solecki, W. et al.Proceedings of the National Academy of Sciences of the United States of America10.1111/nyas.12587
Changes in Nitrogen Cycling Processes Along a Salinity Gradient in Tidal Wetlands of the Hudson River2015Osborne, R., M. J. Bernot, S. FindlayWetlands10.1007/s13157-014-0620-4Climate change, Microelectrodes, Nitrogen, Oxygen, Sulfide
A Node Placement Optimization Method for Watershed Underwater Sensor Networks2014Gentil V. Barbosa, Patrick Letouze, and Adilson E. XavierIn Proceedings of the International Conference on Underwater Networks & Systems (WUWNET '14), published by the Association for Computing Machinery10.1145/2671490.2674576
Thesis: The Effects of Salinity Intrustion on the Biogeochemistry of Hudson River Ridal Freshwater Wetlands2014Osborne, R. I.Ball State University
Report: Calculation of vertical tidal datums for the tidal Hudson River north of Yonkers2013Georgas, N., B. Wen, and Y. ZhaoStevens Institute of Technology
Investigation of estuarine sediment as a reservoir for sewage associated bacteria2013Schneider, E. and G. D. O’MullanHudson River Foundation / Final Reports of the Tibor T. Polgar Fellowship Program 2012decomposition, salinity, respiration, litter, fungi, microbial colonies, Hudson
River, Phragmites australis
Sediment transport due to extreme events: the Hudson River estuary after Tropical Storms Irene and Lee2013Ralston, D. K., J. C. Warner, W. R. Geyer, and G. R. WallGeophysical Research Letters10.1002/2013GL057906
Dissertation: Environmental Monitoring Of The Lower Hudson River And Assessment Of Factors Limiting Bacterial Growth On Ibuprofen Analogs2012Risen, A. J.Cornell Universityibuprofen; biodegradation; Hudson
Quantifying Larval Fish Habitat in Shoreline and Shallow Waters of the Tidal Hudson River2012Stouthamer, C. E., and M. B. BainHudson River Foundation / Final Reports of the Tibor T. Polgar Fellowship Program 2012
Large Seasonal Modulation of Tides due to Ice Cover Friction in a Midlatitude Estuary2012Georgas, N.Journal of Physical Oceanography10.1175/JPO-D-11-063.1
Local Environmental Pollution Strongly Influences Culturable Bacterial Aerosols at an Urban Aquatic Superfund Site2012Dueker, M. E., G. D. O’Mullan, A. R. Juhl, K. C. Weathers, and M. UriarteEnvironmental Science & Technology10.1021/es301870t
Winter flounder (Pseudopleuronectes americanus Walbaum) burial in estuaries: Acoustic telemetry triumph and tribulation2012Grothues, T. M., K. W. Able, and J. H. PravatinerJournal of Experimental Marine Biology and Ecology10.1016/j.jembe.2012.09.006
Climate change drives warming in the Hudson River Estuary2011Seekell, D. A., and M. L. PaceJournal of Environmental Monitoring10.1039/c1em10053j
An autonomous self-orienting catamaran for measuring air-water fluxes and forcing2011Orton, P.M., McGillis, W.R., and Zappa, C.J.Kyoto University PressCarbon dioxide, air-water flux, autonomous platforms, turbulence, Hudson River
Effects of Microtopography on Hydrology, Physicochemistry, and Vegetation in a Tidal Swamp of the Hudson River2011Courtwright, J., and S. E. G. FindlayWetlands10.1007/s13157-011-0156-9Decomposition, Elevation, Nutrients, Porewater, Redox
Tidal and atmospheric influences on near-surface turbulence in an estuary2010Orton, P. M., Zappa, C.J., and McGillis, W.R.Journal of Geophysical Research10.1029/2010JC006312
Sea breeze forcing of estuary turbulence and CO2 exchange2010Orton, P.M., McGillis, W.R., and Zappa, C.J.Geophysical Research Letters10.1029/2010GL043159
Establishing Confidence in Marine Forecast Systems: The Design and Skill Assessment of the New York Harbor Observation and Prediction System, Version 3 (NYHOPS v3)2010Georgas, N., and A. F. BlumbergAmerican Society of Civil Engineers10.1061/41121(388)39
Marine Forecasting for the New York Urban Waters and Harbor Approaches: The Design and Automation of NYHOPS2009Georgas, N., A. F. Blumberg, M. S. Bruno, and D. S. Runnels3rd International Conference on Experiments/Process/System Modeling/Simulation & Optimization3D hydrodynamic models, marine forecasts, data assimilation, environmental and situation awareness, harbor transportation planning
Effects of different vegetation cover types on sediment deposition in the Tivoli North Bay tidal freshwater marsh2008
Loaiza, E., and S. E. G. Findlay
Cary Institute of Ecosystem StudiesTivoli North Bay, wetland, sediment deposition, vegetation