ArticleEcological indicators2017
Satellite monitoring of cyanobacterial harmful algal bloom frequency in recreational waters and drinking source waters.
Article in Ecological indicators, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
48 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Pooled it
- The promise and pitfalls of monitoring harmful algal blooms (HABs) with remote sensing in pond-sized waterbodies.Environmental science and pollution research international · 2026Article
- HABS-BLOCKS© Reduced Harmful Algal Bloom Activity in an in-Lake Limno-Corral Mesocosm Case Study at Grand Lake St. Marys, Ohio (USA).Bulletin of environmental contamination and toxicology · 2026Article
- Post-wildfire water quality and aquatic ecosystem response in the U.S. Pacific Northwest: science and monitoring gaps.Environmental research. Water · 2026Article
- From sample to sonde to Sentinel-2: insights from a multi-scale chlorophyll-a monitoring effort in the Hudson River, New York.Environmental monitoring and assessment · 2025Article
- Diel and spatial variability in cyanobacterial composition, gene abundance, and toxin concentration: a pilot study.Scientific reports · 2025Article
- Evaluation of Atmospheric Preprocessing Methods and Chlorophyll Algorithms for Sentinel-2 Imagery in Coastal Waters.Remote sensing · 2025Article
- CyanoHABs and CAPs: assessing community-based monitoring of PMEnvironmental science: atmospheres · 2025Article
- Life Course Exposure to Cyanobacteria and Amyotrophic Lateral Sclerosis Survival.International journal of environmental research and public health · 2025Article
- The influence of active metabolites from the decomposition of camelina and barley straw on the development of phytoplankton from eutrophic freshwater ecosystem.Scientific reports · 2025Article
- The Effects of Environmental Factors on General Human Health: A Scoping Review.Healthcare (Basel, Switzerland) · 2024Article
- Expanding the Application of Sentinel-2 Chlorophyll Monitoring across United States Lakes.Remote sensing · 2024Article
- Forecasting freshwater cyanobacterial harmful algal blooms for Sentinel-3 satellite resolved U.S. lakes and reservoirs.Journal of environmental management · 2024Article
- Recent changes in cyanobacteria algal bloom magnitude in large lakes across the contiguous United States.The Science of the total environment · 2023Article
- Assessing the suitability of lakes and reservoirs for recreation using Landsat 8.Environmental monitoring and assessment · 2023Article
- A study of cyanobacterial bloom monitoring using unmanned aerial vehicles, spectral indices, and image processing techniques.Heliyon · 2023Article
- Identifying lakes at risk of toxic cyanobacterial blooms using satellite imagery and field surveys across the United States.The Science of the total environment · 2023Article
- Applicability of Electron Beam Technology for the Degradation of Microcystin-LR in Surface Waters.ACS omega · 2023Article
- Satellite andJournal of hydrology · 2023Article
- Temporal Stability of Seagrass Extent, Leaf Area, and Carbon Storage in St. Joseph Bay, Florida: a Semi-automated Remote Sensing Analysis.Estuaries and coasts : journal of the Estuarine Research Federation · 2022Article
Corrections and comments
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Authors and funding
10 authors.
Funding
Abstract
Cyanobacterial harmful algal blooms (cyanoHAB) cause extensive problems in lakes worldwide, including human and ecological health risks, anoxia and fish kills, and taste and odor problems. CyanoHABs are a particular concern in both recreational waters and drinking source waters because of their dense biomass and the risk of exposure to toxins. Successful cyanoHAB assessment using satellites may provide an indicator for human and ecological health protection, In this study, methods were developed to assess the utility of satellite technology for detecting cyanoHAB frequency of occurrence at locations of potential management interest. The European Space Agency's MEdium Resolution Imaging Spectrometer (MERIS) was evaluated to prepare for the equivalent series of Sentine1-3 Ocean and Land Colour Imagers (OLCI) launched in 2016 as part of the Copernicus program. Based on the 2012 National Lakes Assessment site evaluation guidelines and National Hydrography Dataset, the continental United States contains 275,897 lakes and reservoirs >1 hectare in area. Results from this study show that 5.6 % of waterbodies were resolvable by satellites with 300 m single-pixel resolution and 0.7 % of waterbodies were resolvable when a three by three pixel (3×3-pixel) array was applied based on minimum Euclidian distance from shore. Satellite data were spatially joined to U.S. public water surface intake (PWSI) locations, where single-pixel resolution resolved 57% of the PWSI locations and a 3×3-pixel array resolved 33% of the PWSI locations. Recreational and drinking water sources in Florida and Ohio were ranked from 2008 through 2011 by cyanoHAB frequency above the World Health Organization's (WHO) high threshold for risk of 100,000 cells mL
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