4.7 Article

Spectral mixture analysis for surveillance of harmful algal blooms (SMASH): A field-, laboratory-, and satellite-based approach to identifying cyanobacteria genera from remotely sensed data

Related references

Note: Only part of the references are listed.
Review Environmental Sciences

Living up to the Hype of Hyperspectral Aquatic Remote Sensing: Science, Resources and Outlook

Heidi M. Dierssen et al.

Summary: The intensifying pressure on global aquatic resources and services due to population growth and climate change has led to the development of new surveying technologies, with hyperspectral remote sensing being a rapidly advancing field. This technology provides more environmentally meaningful information than traditional imaging, offering new applications for assessing aquatic ecosystems and hazards. Resources such as reviews, databases, and software are available to practitioners in the field to support these advancements.

FRONTIERS IN ENVIRONMENTAL SCIENCE (2021)

Article Environmental Sciences

Hyperspectral retrievals of phytoplankton absorption and chlorophyll-a in inland and nearshore coastal waters

Nima Pahlevan et al.

Summary: This study demonstrates the utility of hyperspectral radiometric measurements in improving the accuracy of detecting near-surface phytoplankton properties. Using a class of neural networks known as Mixture Density Networks, significant improvements in the retrieval of phytoplankton absorption spectra and chlorophyll-a concentration were observed compared to existing algorithms. Further research is recommended to optimize network architecture and extend training datasets to enhance model generalizability for more accurate aquatic remote sensing products.

REMOTE SENSING OF ENVIRONMENT (2021)

Review Environmental Sciences

A Meta-Analysis on Harmful Algal Bloom (HAB) Detection and Monitoring: A Remote Sensing Perspective

Rabia Munsaf Khan et al.

Summary: This study analyzed a large number of journal articles to explore spatiotemporal trends in harmful algal bloom (HAB) monitoring, identified research gaps and future directions, and suggested the need for standardized reporting methods and potential technological advancements and data fusion for HAB detection and monitoring.

REMOTE SENSING (2021)

Article Biodiversity Conservation

Satellite remote sensing to assess cyanobacterial bloom frequency across the United States at multiple spatial scales

Megan M. Coffer et al.

Summary: Satellite imagery was utilized to assess the annual frequency of surface cyanobacterial blooms in large lakes across the continental United States, revealing variations in bloom frequencies among different states and lakes. The results can help identify areas within lakes more prone to cyanobacterial blooms, as well as prioritize sampling resources and mitigation efforts.

ECOLOGICAL INDICATORS (2021)

Article Environmental Sciences

ACIX-Aqua: A global assessment of atmospheric correction methods for Landsat-8 and Sentinel-2 over lakes, rivers, and coastal waters

Nima Pahlevan et al.

Summary: Atmospheric correction over inland and coastal waters remains a challenge in aquatic remote sensing, and the ACIX-Aqua project evaluated 8 AC processors. Data from the Community Validation Database and AERONET-OC showed differing performance of AC processors in different aquatic environments, highlighting the need for improving atmospheric correction for better quality downstream products in freshwater and coastal ecosystems.

REMOTE SENSING OF ENVIRONMENT (2021)

Article Remote Sensing

A Chlorophyll-a Algorithm for Landsat-8 Based on Mixture Density Networks

Brandon Smith et al.

Summary: This study successfully estimates the concentration of chlorophyll-a in inland and coastal waters using a Mixture Density Network (MDN) combined with Landsat-8 satellite data. The MDN model demonstrates proven accuracy and outperforms other models, especially in situations with high atmospheric correction uncertainties.

FRONTIERS IN REMOTE SENSING (2021)

Article Chemistry, Analytical

PACO: Python-Based Atmospheric Correction

Raquel de los Reyes et al.

SENSORS (2020)

Article Biodiversity Conservation

Quantifying national and regional cyanobacterial occurrence in US lakes using satellite remote sensing

Megan M. Coffer et al.

ECOLOGICAL INDICATORS (2020)

Article Geochemistry & Geophysics

Algorithms Merging for the Determination of Chlorophyll-a Concentration in the Black Sea

Tamito Kajiyama et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2019)

Article Multidisciplinary Sciences

Widespread global increase in intense lake phytoplankton blooms since the 1980s

Jeff C. Ho et al.

NATURE (2019)

Article Multidisciplinary Sciences

Measurement of Cyanobacterial Bloom Magnitude using Satellite Remote Sensing

Sachidananda Mishra et al.

SCIENTIFIC REPORTS (2019)

Article Environmental Sciences

The Use of Sentinel-3 Imagery to Monitor Cyanobacterial Blooms

Igor Ogashawara

ENVIRONMENTS (2019)

Review Environmental Sciences

Survey of Hyperspectral Earth Observation Applications from Space in the Sentinel-2 Context

Julie Transon et al.

REMOTE SENSING (2018)

Article Environmental Sciences

Optical characterization of two cyanobacteria genera, Aphanizomenon and Microcystis, with hyperspectral microscopy

Emily C. Paine et al.

JOURNAL OF APPLIED REMOTE SENSING (2018)

Article Fisheries

Blooming algae: a Canadian perspective on the rise of toxic cyanobacteria

Frances R. Pick

CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES (2016)

Review Marine & Freshwater Biology

An overview of cyanobacterial bloom occurrences and research in Africa over the last decade

L. L. Ndlela et al.

HARMFUL ALGAE (2016)

Article Environmental Sciences

Empirical and semi-analytical chlorophyll a algorithms for multi-temporal monitoring of New Zealand lakes using Landsat

Mathew G. Allan et al.

ENVIRONMENTAL MONITORING AND ASSESSMENT (2015)

Article Environmental Sciences

Evaluation of cyanobacteria cell count detection derived from MERIS imagery across the eastern USA

Ross S. Lunetta et al.

REMOTE SENSING OF ENVIRONMENT (2015)

Article Environmental Sciences

Application of hyperspectral remote sensing to cyanobacterial blooms in inland waters

Raphael M. Kudela et al.

REMOTE SENSING OF ENVIRONMENT (2015)

Article Environmental Sciences

Measuring freshwater aquatic ecosystems: The need for a hyperspectral global mapping satellite mission

Erin Lee Hestir et al.

REMOTE SENSING OF ENVIRONMENT (2015)

Article Environmental Sciences

Estimation of Chlorophyll-a Concentration and the Trophic State of the Barra Bonita Hydroelectric Reservoir Using OLI/Landsat-8 Images

Fernanda Sayuri Yoshino Watanabe et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2015)

Article Environmental Sciences

Remote estimation of phycocyanin (PC) for inland waters coupled with YSI PC fluorescence probe

Kaishan Song et al.

ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH (2013)

Article Engineering, Electrical & Electronic

Normalized Spectral Similarity Score (NS3) as an Efficient Spectral Library Searching Method for Hyperspectral Image Classification

Rama Rao Nidamanuri et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2011)

Article Optics

Atmospheric correction in presence of sun glint: application to MERIS

Francois Steinmetz et al.

OPTICS EXPRESS (2011)

Article Remote Sensing

Remote sensing of chlorophyll-a concentrations of the Pearl River Estuary from MODIS land bands

Dazhao Liu et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2010)

Article Engineering, Environmental

Eutrophication of US Freshwaters: Analysis of Potential Economic Damages

Walter K. Dodds et al.

ENVIRONMENTAL SCIENCE & TECHNOLOGY (2009)

Article Environmental Sciences

Seasonal distribution and succession of dominant phytoplankton groups in the global ocean: A satellite view

S. Alvain et al.

GLOBAL BIOGEOCHEMICAL CYCLES (2008)

Letter Remote Sensing

Relating spectral shape to cyanobacterial blooms in the Laurentian Great Lakes

T. T. Wynne et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2008)

Review Plant Sciences

An ecological review of Cladophora glomerata (Chlorophyta) in the Laurentian Great Lakes

Scott N. Higgins et al.

JOURNAL OF PHYCOLOGY (2008)

Article Remote Sensing

The MERIS case 2 water algorithm

R. Doerffer et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2007)

Article Oceanography

Remote sensing of phytoplankton groups in case 1 waters from global SeaWiFS imagery

S Alvain et al.

DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS (2005)

Article Pharmacology & Pharmacy

Cyanobacterial toxins: risk management for health protection

GA Codd et al.

TOXICOLOGY AND APPLIED PHARMACOLOGY (2005)

Article Limnology

Remote sensing of the cyanobacterial pigment phycocyanin in turbid inland water

SGH Simis et al.

LIMNOLOGY AND OCEANOGRAPHY (2005)

Article Marine & Freshwater Biology

Use of satellite imagery for water quality studies in New York Harbor

FL Hellweger et al.

ESTUARINE COASTAL AND SHELF SCIENCE (2004)