i
Satellite monitoring of harmful algal blooms in the Western Basin of Lake Erie: A 20-year time-series
-
2019
Source: Journal of Great Lakes Research, 45(3), 508-521.
[PDF-3.32 MB]
Details:
-
Journal Title:Journal of Great Lakes Research
-
Personal Author:
-
NOAA Program & Office:
-
Description:Blooms of harmful cyanobacteria (cyanoHABs) have occurred on an annual basis in western Lake Erie for more than a decade. Previously, we developed and validated an algorithm to map the extent of the submerged and surface scum components of cyanoHABs using MODIS ocean-color satellite data. The algorithm maps submerged cyanoHABs by identifying high chlorophyll concentrations (>18 mg/m(3)) combined with water temperature >20 degrees C, while cyanoHABs surface scums are mapped using near-infrared reflectance values. Here, we adapted this algorithm for the SeaWiFS sensor to map the annual areal extents of cyanoHABs in the Western Basin of Lake Erie for the 20-year period from 1998 to 2017. The resulting classified maps were validated by comparison with historical in situ measurements, exhibiting good agreement (81% accuracy). Trends in the annual mean and maximum total submerged and surface scum extents demonstrated significant positive increases from 1998 to 2017. There was also an apparent 76% increase in year-to-year variability of mean annual extent between the 1998-2010 and 2011-2017 periods. The 1998-2017 time-series was also compared with several different river discharge nutrient loading metrics to assess the ability to predict annual cyanoHAB extents. The prediction models displayed significant relationships between spring discharge and cyanoHAB area; however, substantial variance remained unexplained due in part to the presence of very large blooms occurring in 2013 and 2015. This new multi-sensor time-series and associated statistics extend the current understanding of the extent, location, duration, and temporal patterns of cyanoHABs in western Lake Erie. (C) 2019 International Association for Great Lakes Research. Published by Elsevier B.V. All rights reserved.
-
Source:Journal of Great Lakes Research, 45(3), 508-521.
-
Document Type:
-
Rights Information:CC BY
-
Compliance:Submitted
-
Main Document Checksum:urn:sha256:86dff75f042d6b9de406788e9c65ceb54089fde3bd0c89db48aac6d93b056ab5
-
File Type:
Supporting Files
-
No Additional Files
More +
Related Documents
-
Personal Author:Tulich, S. N.2015 | Journal of Advances in Modeling Earth Systems, 7(2), 938-962.Description:This paper describes a general method for the treatment of convective momentum transport (CMT) in large-scale dynamical solvers that use a cyclic, two...Personal Author:Cram, Thomas A. ;Compo, Gilbert P....2015 | Geoscience Data Journal, 2(1), 31-46.Description:The International Surface Pressure Databank (ISPD) is the world's largest collection of global surface and sea-level pressure observations. It was dev...2019 | Communications Biology, 2(1), 168.Description:Spatial planning increasingly incorporates theoretical predictions that artificial habitats assist species movement at or beyond range edges, yet evid...Personal Author:Andersson, Erik ;Day, Rusty...2019 | Metabolites, 9(2), 32.Description:The field of metabolomics generally lacks standardized methods for the preparation of samples prior to analysis. This is especially true for metabolom...2019 | Journal of Marine Science and Engineering, 7(2), 27.Description:Long-term ecological monitoring of reef fish populations often requires the simultaneous collection of data on benthic habitats in order to account fo...2019 | Scientific Reports, 9(1), 16874.Description:Tsunamis can propagate thousands of kilometres across the ocean. Precise calculations of arrival times are essential for reliable early warning system...A Long-Term Fine-Resolution Record of AVHRR Surface Temperatures for the Laurentian Great LakesCitePersonal Author:White, Charles ;Heidinger, Andrew...2018 | Remote Sensing, 10(8), 20.Description:Inland waters are warming at highly variable rates that often differ from regional air temperature trends. This variable warming is partially attribut...2018 | Journal of Geophysical Research-Atmospheres, 123(11), 6022-6038.Description:Information about moisture distribution and transportation in the preconvection environment is very important for nowcasting and forecasting severe we...Personal Author:Liu, Yinghui ;Dworak, Richard...2018 | Remote Sensing, 10(12), 12.Description:Current methods for estimating the surface temperature of sea and lake ice-the ice surface temperature (IST)-utilize two satellite imager thermal band...Personal Author:Gochis, David ;Schumacher, Russ...2015 | Bulletin of the American Meteorological Society, 96(9), 1461-1487.Description:During the second week of September 2013, a seasonally uncharacteristic weather pattern stalled over the Rocky Mountain Front Range region of northern...2017 | Atmospheric Chemistry and Physics, 17(2), 1417-1452.Description:The climate research community uses atmospheric reanalysis data sets to understand a wide range of processes and variability in the atmosphere, yet di...2018 | Journal of Geophysical Research-Atmospheres, 123(21), 12368-12393.Description:We examine the distribution and fate of nitrogen oxides (NOx) in the lower troposphere over the Northeast United States (NE US) using aircraft observa...2017 | Atmospheric Chemistry and Physics, 17(2), 1161-1186.Description:We report measurements of CH4 (measured in situ by the Harvard University Picarro Cavity Ringdown Spectrometer (HUPCRS) and NOAA Unmanned Aircraft Sys...2017 | Atmospheric Measurement Techniques, 10(8), 2941-2968.Description:VOCs related to oil and gas extraction operations in the United States were measured by H3O+ chemical ionization time-of-flight mass spectrometry (H3O...2017 | Atmospheric Chemistry and Physics, 17(8), 5331-5354.Description:Ambient pine forest air was oxidized by OH, O-3, or NO3 radicals using an oxidation flow reactor (OFR) during the BEACHON-RoMBAS (Bio-hydro-atmosphere...2017 | Journal of Advances in Modeling Earth Systems, 9(1), 627-646.Description:Low and high clouds of shallow extent, especially stratocumulus and even more so for high-level cirrus clouds that reside where vertical resolution is...2017 | Atmospheric Measurement Techniques, 10(5), 1911-1926.Description:The sum of all reactive nitrogen species (NOy) includes NOx (NO2 + NO) and all of its oxidized forms, and the accurate detection of NOy is critical to...Personal Author:Vander Woude, Andrea ;Ruberg, Steve...2019 | Journal of Great Lakes Research, 45(3), 536-546.Description:NOAA GLERL has routinely flown a hyperspectral imager to detect cyanobacteria harmful algal blooms (cyanoHABs) over the Great Lakes since 2015. Three ...Personal Author:Churnside, James ;Marchbanks, Richard...2017 | Remote Sensing, 9(4), 12.Description:The optical backscattering from particles in the ocean is an important quantity that has been measured by remote sensing techniques and in situ instru...2017 | Journal of Geophysical Research-Atmospheres, 122(7), 3944-3952.Description:In the current study, the electromagnetic properties of porous aerosol particles are calculated in two ways. In the first, a porous target input file ...
More +
You May Also Like
2021 | Remote Sensing, 13(12)
Description:
Satellite imagery has been used to monitor and assess Harmful Algal Blooms (HABs), specifically, cyanobacterial blooms in Lake Erie (the USA and Canad...
2022 | Water, 14(17), 2636
Description:
Cyanobacteria blooms have been reported to be increasing worldwide. In addition to potentially causing major economic and ecological damage, these blo...
Checkout today's featured content at repository.library.noaa.gov