Data

an aquatic, geospatial database for the Great Lakes

The GLAHF spatial database is organized in several broad categories below.  Summarized, public data can be downloaded from links within each category. For complete information about data sources and processing see the metadata attached to each data layer. Note, the data available for download are in Esri file geodatabase format and most data are available in raster format attributed to the GLAHF 30 m or 1800 m spatial framework.

 

www_figure_data

 


Data Download Packages

Administrative

The administrative boundaries database contains boundaries in categories political boundaries, lake units, and protected areas.  This includes vector boundary delineations for states and provinces, counties, townships, urban areas, fish management units, fish statistical districts, minute grids, marine protected areas, fish refuges, military restricted areas, federal lands, state and provincial lands, conservation and wildlife areas, tribal and First Nation lands, and Tribal Consent Decree boundaries. Available as a single download in Esri file geodatabase format.

download administrative boundaries

Biological

 Benthos

Benthic data have been compiled from various sources including U.S. EPA Great Lakes National Program Office (GLNPO), NOAA Great Lakes Environmental Research Laboratory (GLERL), and targeted lake monitoring activities, such as the Cooperative Science and Monitoring Initiative, Lake Erie Forage Task Group, and the Lake Michigan Mass Balance.  The data indices calculated by the GLAHF project include Oligocheata Trophic Index (OTI), Chironomidae Trophic Index (CTI), Shannon index of diversity, Simpson index of diversity, Pielou eveness index, taxa richness, Oligochaetae abundance, Chironomidae abundance, Bivalves abundance, Diporeia abundance, Dressenidae abundance, proportion of Oligochatae, ratio of Oligochaetae / Chironomidae.

download benthos locations & metadata


Fish

Fish species locations, community, and spawning data have been compiled from USGS trawl surveys, Lake Erie cooperative state and provincial sampling, Michigan Dept. of Natural Resources, and the Goodyear Spawning Atlas and additional published spawning locations.  Depending on the lake and available data some of the fish species metrics such as, CPUE, taxa richness, and diversity indices.

download link for fish presence database coming soon  – coming soon!

download Goodyear Spawning Atlas Plus locations


 Invasives

Invasive species are a possible threat to the Great Lakes ecosystem.  The GLAHF project has been working with collaborators to incorporate known invasives data into the spatial database.  USGS and Michigan Tech Research Institute (MTRI) partnered to create data layers showing areas of coastal Phragmites in the Great Lakes Basin. Aquatic invasive species occurrence records are from the Great Lakes Aquatic Nonindigenous Species Information System (GLANSIS), and include occurrences of algae, crustaceans, fishes, mollusks, plants, protozoans, reptiles, and viruses.  See benthos, fish, and zooplankton sections for more information about specific invasive species.

download Great Lakes GLANSIS data


 Submerged Aquatic Vegetation

MTRI has developed satellite algorithms to interpret locations of submerged aquatic vegetation (predominately Cladophora). The Michigan Dept. of Natural Resources Lake St. Clair Fisheries Research Station collected submerged aquatic vegetation plant surveys and GLAHF interpolated the data to create SAV maps.

download link for Lake St. Clair SAV


 Zooplankton

To date zooplankton from the Lake Erie Forage Task Group and the Lake Ontario Lower Foodweb Assessment (LOLA) are available.  We are waiting to incorporate data from the U.S. EPA Great Lakes National Program Office (GLNPO), and National Coastal Condition Assessment.

download link for zooplankton database – coming soon!

Environmental & Chemical

Water chemistry and physical parameters (sampling)

In the nearshore areas of the Great Lakes we have compiled water chemistry from the U.S. EPA Great Lakes National Program Office (GLNPO) National Coastal Condition Assessment and Nearshore Program (TRIAXUS surveys) and the Ontario Ministry of the Environment and Climate Change Great Lakes Nearshore Index Stations.  Offshore water chemistry has been compiled for the water column sampling by the U.S. EPA GLNPO Monitoring, Environment Canada Great Lakes Surveillance Program, and target lake sampling activities such as the Cooperative Science and Monitoring Initiative and the Lake Erie Forage Task Group.

download link for water quality sampling database


 Water chemistry and physical parameters (satellite derived)

Michigan Tech Research Institute (MTRI) have developed satellite algorithms to determine concentrations of chlorophyll-a, suspended minerals, Kd-490, and dissolved organic carbon specific to the open waters of the Great Lakes.  Please contact MTRI to obtain satellite derived data.

Geomorphology

Lake Bottom

The bathymetry for the Great Lakes was obtained from NOAA National Centers for Environmental Information.  Lake bottom slope and relief were derived from the bathymetry.  Combining the bathymetry and relief in classes we created 24 classes of hydrogeoforms based on the concepts in Hammond’s Landforms to identify features on the lake bottom.  Know reef locations in the Great Lakes were compiled from various sources including USGS publications and Geographic Names Information System (GNIS).

download bathymetry

Erie      Huron     Michigan     Ontario     Superior

download lake bottom slope

Erie      Huron      Michigan      Ontario     Superior

download lake bottom relief

download hydrogeoforms

download known reef locations


 Shoreline

Shoreline classifications have been compiled from NOAA’s Environmental Sensitivity Index and Environment Canada’s Environment Sensitivity Atlas.  Lake Erie and portions of Lake Michigan’s shoreline classification do not exist in geospatial digital form, so the U.S. Army Corps of Engineers (USACEs) shoreline descriptions from the 2012 oblique imagery were also included.  USACEs and Environment Canada geomorphology classification includes descriptions of protection, nearshore, and geomorphology.  USACEs and NOAA light detection and ranging (LiDAR) for the U.S. coastal areas of the Great Lakes a portions of the northshore of Lake Ontario.  Metrics were derived from the LiDAR including contours, slope, relief, and bottom roughness. Shoreline sinuosity was calculated using the shoreline delineation compiled for the Great Lakes Hydrography Dataset. The GLHD shoreline was divided into 1km segments and sinuosity was calculated.

download harmonized shoreline classifications

download Great Lakes shoreline & islands

download shoreline sinuosity


Substrate

Substrate for the bottom of the Great Lakes in the offshore regions was digitized from peer reviewed publications.  In the coastal and nearshore zones, the USACEs shoreline material descriptions (2012) were extended to 30 m of depth and confirmed by researchers across the Great Lakes and benthic sampling data. In Lake Erie, the Lake Erie Habitat Task Group has collected fine scale substrate data from tow, grab sample, and underwater video data to support management decisions for fish habitat.  Several other locations included fine scale substrate data such as the Illinois waters of Lake Michigan, and in the nearshore areas of Minnesota, Lake Superior.

download substrate

Hydrology

Coastal wetlands

In the mid-2000s the Great Lakes Commission convened the Great Lakes Coastal Wetland Consortium (GLCWC) to identify hydrologically connected coastal wetlands across the entire Great Lakes Basin.  The final data set identifies the areas and hydrogeomorphic wetland types the coastal wetlands.  We have enhance the data set by aggregating the wetlands into 3 major types (open, protected, and delta) and creating data layers that describe the distance and direction to these 3 wetland types. Michigan Tech Research Institute (MTRI) created an updated wetlands and land use data within 10 km of the Great Lakes shoreline, which have also been incorporated into the GLAHF database.

download coastal wetlands


 Fish access to Great Lakes

Fish tributary access in the Great Lakes Basin was determine using the National Hydrography Dataset (NHD) Plus Version 2 and the Ontario Integrated Hydrology Dataset (2012).  The tributary barriers included the USGS National Anthropogenic Barrier Dataset for the U.S. and  the Ontario Ministry of Natural Resources and Forestry dams and barriers.  The fish access data set identifies stream segments between the shoreline of the Great Lakes and first major barrier identified.

download fish access tributaries


Shoreline

While developing the Great Lakes Hydrology Dataset (GLHD) we compiled a high-resolution shoreline of the Great Lakes using best available digitized shorelines for the U.S. and Canada.

download Great Lakes shoreline & islands


 Watersheds & tributaries

Tributaries are the most dominating link between the landscape and the open waters of the Great Lakes.  We have tried to capture this link, consistently, by creating a set of watersheds and interfluves in the  Great Lakes Hydrology Dataset (GLHD). Tributaries mouths are identified as pour points in the GLHD and contain attributes of common name and stream order.  Data layers were created to calculated distance, direction, and river mouth density to all pour points in the GLHD and to only those pour points of Strahler stream order 5 and greater.  Tributaries and land adjacent to the coastal and nearshore areas of the Great Lakes are known to influence the water and aquatic habitats.  This is a very dynamic system that GLAHF tried to capture by spatially and mathematically modeling the zone most likely to be impacted by tributary and surface water runoff.  The tributary influence data layer is weighted by watershed and interfluve area, decayed by distance and water depth, the layer is then broken into 3 classes based on stream order.

download Great Lakes basin boundary

download lake basin boundaries

download link for watershed influence coming soon – coming soon!

Landscape

Geology

Quaternary and bedrock geology layers were obtained from the U.S. Geological Survey (USGS) and Ontario Ministry of Northern Development and Mines.  The datasets were harmonized and aggregated up to common quaternary and bedrock geology classes that cover the entire Great Lakes Basin.

download bedrock geology

download Quaternary geology


Land use & cover

Land use/cover has been harmonized for the 8 Great Lakes states in the U.S. and the province of Ontario.  Data was obtained from USGS National Land Cover Database (NLCD) and Ontario Ministry of Natural Resources and Forestry (OMNRF). The 2 countries collect imagery for land cover at differing temporal scales, we were able to complete harmonized, bi-national land cover composites for 2000/2001 and 2011/2012.  In the U.S. the land cover product includes developed imperiousness data layer.  Land cover/use data are also available summarized by watershed.

download land use & cover for 2000/2001

download land use & cover for 2010/2011


 Population & roads

Population census and road locations data are available from the U.S. Census Bureau and Statistics Canada.  We harmonized population county and computed density for the 2000/2001 and 2010/2011 censuses.  Population census data are also available summarized by watershed.  Road locations and type were obtained from the same data sources, since both agencies maintain road information at similar spatial resolutions.  Road locations for the entire Great Lakes Basin and road density by watershed available.

download population census

download roads


 Soils

The Natural Resources Conservation Service and Agriculture and Agri-Food Canada develop and maintain soils database.  We obtained the data and harmonized common classes for the Great Lakes Basin for soil slope, drainage, and rooting depth.

download harmonized soils

Mechanical Energy

Buoy measurements

Measurements from buoys on the Great Lakes maintained by NOAA National Data Buoy Center and Department of Fisheries and Oceans Canada were summarized at several temporal scales for wind speed, direction, wave height mean and maximum, dominate wave period, average wave period, mean wave direction, air temperature, and water temperature for each buoys period of record.

download buoy locations & summaries


 Fetch

Wind fetch is the unobstructed distance that wind can travel over water in a constant direction. It is an important characteristic of open water as a longer fetch can result in larger wind-generated waves. Utilizing buoy wind data and accounting for changes over time GLAHF has calculated fetch and relative wind exposure for the open water seasons in the Great Lakes.

fetch download link coming soon

REI download link coming soon


 Offshore circulation

Offshore circulation hydrodynamic models have been develop at NOAA’s Great Lakes Environmental Research Laboratory (GLERL) as part of the Great Lakes Coastal Forecasting System (GLCFS). The GLAHF database provides summarizes of mean circulation magnitude and direction for the years 2006-2012.

download depth-averaged mean monthly offshore circulation

download depth-averaged mean spring offshore circulation

download depth-averaged mean summer offshore circulation

download depth-averaged mean annual offshore circulation


 Upwelling index

Upwelling is the occurrence of cooler bottom water rising to the surface as warm water is pushed offshore during high winds.  This is an important phenomena in the coastal areas of the Great Lakes, which introduces cooler, nutrient rich water to the surface.  Using methods established by Plattner, et al. (2006) we have developed an annual index of the number of days upwelling has occurred each year at a fine spatial scale across the Great Lakes for the years 1995-2013.

download annual upwelling index


Wave action

U.S. Army Corps of Engineers (USACEs) Wave Information Studies have developed wave action models for the nearshore areas of the Great Lakes.  We have summarized the hourly model output into annual, monthly, spring, and summer averages for wind speed, wave height, and wave period and have calculated the maximum and coefficient of variation for wave height for the years 1979-2012.

download wave model locations & summaries

Temperature Energy

Cumulative degree-days

Cumulative degree-days (CDD) are a measure of heat accumulation over an entire season or year. Using the mean daily water temperature we calculated CDD for the surface water (1995-2013) and upper layer for the vertical water (2006-2012) temperature (see Water Temperature below).

download surface temperature CDD

download vertical water temperature CDD


 Ice cover

Since 1973 ice cover has been interpolated from remotely sensed images.  The daily percent ice cover (concentration) is available from 1973-2002 from the NOAA Great Lakes Ice Atlas, and since 2002 the NOAA Great Lakes Environmental Research Laboratory has continued to make observed days of ice available.  We have summarized the data into monthly and annual ice cover concentration and an annual ice duration index (in days) for the years 1973-2013.

download mean monthly ice cover

download mean annual ice cover

download annual ice cover duration


 Spring rate of warming

We generated an index of spring warming to identify areas of potentially higher spring and early summer productivity. This index is the difference between June 1 and March 1 surface water temperatures (NOAA Great Lakes CoastWatch) divided by the number of days during that period to estimate the averaged change in temperature per day and was calculated for each grid cell for the years 1995-2014.

download spring rate of surface temperature warming


 Stratification

Stratification duration was derived from the NOAA Great Lakes CoastWatch surface temperature product (see Water Temperature below) for the years 1995-2013. Based on Fahnenstiel et al. (2010) recommending mid-year stratification occurring when the surface temperature is greater than or equal to 15 degrees Celsius. Using this threshold, the number of days a given pixel was at our above the threshold was tallied to calculate stratification duration in days for the years 1995-2013

download stratification duration


 Thermocline depth

The U.S. Environmental Protection Agency (EPA) Great Lakes National Program Office (GLNPO) samples stations on the Great Lakes multiple times each year since the early 1990s.  Part of their sampling effort includes determining the location of the thermocline during the summer (August/September) sampling effort. We have extracted the depth to thermocline for each year by GLNPO sampling station.

download thermocline depth estimates


 Water Temperature

Averaged surface water temperature annual, monthly, spring, and summer estimates of surface water temperature were calculated from remote sensing estimated daily data (NOAA Great Lakes CoastWatch) from 1995 to 2013.  NOAA’s Great Lakes Coastal Forecasting System hydrodynamic model calculates vertical water temperature using a sigma coordinate system.  We summarized these vertical values into 3 depth bins representing the epi- (0-20 m), meta- (20-40 m), and hypo-limnion (> 40m) and provided average temperatures annually, monthly, and for spring and summer for the years 2006-2012.

download mean monthly surface temperature

download mean spring surface temperature

download mean summer surface temperature

download mean annual surface temperature

download mean monthly vertical water temperature

download mean spring vertical water temperature

download mean summer vertical water temperature

download mean annual vertical water temperature

Comments are closed.

  • About GLAHF

    Great Lakes Aquatic Habitat Framework is a comprehensive spatial framework, database, and classification for Great Lakes ecological data.
  • Contact Us

    Your Name (required)

    Please leave this field empty.

    Your Email (required)

    Subject

    Your Message

  • School of Natural Resources

    University of Michigan 440 Church Street Ann Arbor, MI 48109-1041 website
  • Institute for Fisheries Research

    400 North Ingalls
    NIB G250
    Ann Arbor, MI
    48109-5480
    734.663.3554
    website