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Estimating Michigan's Trophic State Trends with Satellite Imagery ...


Estimating Michigan's Trophic State Trends with Satellite Imagery ...

Estimating Michigan's Trophic State Trends with Satellite Imagery. USGS Recent Inland Lake Studies. Lori Fuller – USGS Michigan-Ohio Water ...

Estimation of a Trophic State Index for Selected Inland Lakes in ...

ing lake trophic state by relating Secchi-disk transparency measurements to Landsat-satellite imagery for Michigan inland lakes, 2003–05 and 2007–08: U.S. ...

Predicting Lake Trophic State by Relating Secchi-Disk Transparency ...

Predicting Lake Trophic State by Relating. Secchi-Disk Transparency Measurements to Landsat-Satellite Imagery for Michigan. Inland Lakes, 2003–05 and 2007–08.

Remote Sensing of Lake Clarity - Michigan Technological University

Calculating Trophic State Index Values ... their trophic state using a documented relationship between visible-light satellite imagery data and.

A Machine Learning Approach for Estimating the Trophic State of ...

In general, the predictive maps based on our proposed model show significant seasonal changes and spatial characteristics in the water trophic state, indicating ...

Convergence of trophic state and the lower food web in Lakes ...

Seasonality of chlorophyll, as estimated by SeaWiFS satellite imagery, has been dramatically reduced in Lake Huron and Lake Michigan, with the spring bloom ...

Monitoring Strategy for Michigan's Inland Lakes

In 2002, the MDNR, Fisheries Division, initiated a statewide Status and Trend Program with a statistically-based design and standardized sampling methods for ...

Bio-optical properties and primary production of Lake Michigan

Thirteen years of SeaWiFS data (1998–2010) from the early spring isothermal period (March–April) were used to determine trends of water attenuation coefficient.

(PDF) Convergence of trophic state and the lower food web in Lakes ...

Seasonality of chlorophyll, as estimated by SeaWiFS satellite imagery, has been dramatically reduced in Lake Huron and Lake Michigan, with the spring bloom ...

Nearshore Chlorophyll a in Lakes Michigan and Huron

Estimation of the width of the nearshore zone. 745 in Lake Michigan using eleven years of MODIS satellite imagery. J. Great Lakes Res. 746. 44:563-572.https ...

CASE STUDY: SILVER LAKE (OCEANA COUNTY, MI)

□ Estimation of a Trophic State Index for selected inland lakes in Michigan, ... measurements to Landsat-satellite imagery for Michigan inland lakes,. 2003 ...

Long‐term trends of nutrients and trophic response variables for the ...

The USEPA's Great Lakes National Program Office (GLNPO) has sampled Lake Michigan over the period from 1983 through to present day. Sampling and ...

Estimation of the width of the nearshore zone in Lake Michigan ...

... Michigan for the years 2003 through 2013, matching the range of satellite imagery. ... Colnvergence of trophic state and the lower food web in Lakes Huron, ...

Spatial, seasonal, and historical variation of phytoplankton ...

Estimation of the width of the nearshore zone in. Lake Michigan using eleven years of MODIS satellite imagery. J. Great Lakes Res. https://doi.org/10.1016/j ...

Remote Estimation of Regional Lake Clarity with Landsat TM and ...

yielded the greatest R² values for SDD estimates from satellite data. ... Trophic state change in Maine lakes based on remotely estimated secchi disk ...

Remote Estimation of Trophic State Index for Inland Waters Using ...

The ABI-derived TSI outperformed several band-ratio algorithms and a machine learning method (RMSE = 4.08, MRE = 5.46%, MAE = 3.14, NSE = 0.64). Such a model ...

Sub-Indicator: Benthos Open Water - State of the Great Lakes

No significant long-term or 10-year trends were observed in the trophic condition of the lake. The endpoint for this sub-indicator is to maintain oligotrophic.

lake trophic state: Topics by Science.gov

... Michigan Department of Environmental Quality investigate the use of satellite imagery as a means of estimating water quality in unsampled lakes. Satellite ...

Evaluation of medium to low resolution satellite imagery for regional ...

... trend in lakes' trophic status. Despite the wide availability ... In this study, we proposed a novel hybrid model to estimate trophic state ...

Michigan National Lakes Assessment Project 2007

Resource's (MDNR) Status and Trends Program (STP), and Michigan's Cooperative Lakes ... The trophic status classifications were determined based on Michigan's ...