Estimation of cyanobacteria pigments in the main rivers of South Korea using spatial attention convolutional neural network with hyperspectral imagery

Pre-trained feature aggregated deep learning-based monitoring of overshooting tops using multi-spectral channels of GeoKompsat-2A advanced meteorological imagery

(2021) Juhyun Lee et al.   GIScience & Remote Sensing

Eutrophication monitoring of lakes in Wuhan based on Sentinel-2 data

(2021) Hui Liu et al.   GIScience & Remote Sensing

Research on the biology and ecology of the harmful algal bloom species Phaeocystis globosa in China: Progresses in the last 20 years

(2021) Xiaodong Wang et al.   HARMFUL ALGAE

Cyanobacterial risk prevention under global warming using an extended Bayesian network

(2021) Peng Jiang et al.   Journal of Cleaner Production

Cyanobacterial pigment concentrations in inland waters: Novel semi-analytical algorithms for multi- and hyperspectral remote sensing data

(2021) Pravin Jeba Dev et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and photogrammetric data

(2020) C. Sothe et al.   GIScience & Remote Sensing

Deep learning-based water quality estimation and anomaly detection using Landsat-8/Sentinel-2 virtual constellation and cloud computing

(2020) Kyle T. Peterson et al.   GIScience & Remote Sensing

Deep learning-based ResNeXt model in phycological studies for future

(2020) D.P. Yadav et al.   Algal Research-Biomass Biofuels and Bioproducts

Classification of polarimetric SAR images using compact convolutional neural networks

(2020) Mete Ahishali et al.   GIScience & Remote Sensing

Spatial-temporal variability of in situ cyanobacteria vertical structure in Western Lake Erie: Implications for remote sensing observations

(2019) Karl R. Bosse et al.   JOURNAL OF GREAT LAKES RESEARCH

A large artificial dyke greatly alters partitioning of sulfate and iron reduction and resultant phosphorus dynamics in sediments of the Yeongsan River estuary, Yellow Sea

(2019) Sung-Uk An et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spectral-Spatial Attention Networks for Hyperspectral Image Classification

(2019) Xiaoguang Mei et al.   Remote Sensing

Understanding seasonal dynamics of invasive water hyacinth (Eichhornia crassipes) in the Greater Letaba river system using Sentinel-2 satellite data

(2019) Kgabo H. Thamaga et al.   GIScience & Remote Sensing

Water-Quality Classification of Inland Lakes Using Landsat8 Images by Convolutional Neural Networks

(2019) Fangling Pu et al.   Remote Sensing

Remote sensing of cyanobacterial blooms in inland waters: present knowledge and future challenges

(2019) Kun Shi et al.   Science Bulletin

A convolutional neural network regression for quantifying cyanobacteria using hyperspectral imagery

(2019) JongCheol Pyo et al.   REMOTE SENSING OF ENVIRONMENT

Climate Change and Harmful Algal Blooms: Insights and perspective

(2019) Christopher J. Gobler   HARMFUL ALGAE

Drone-based hyperspectral remote sensing of cyanobacteria using vertical cumulative pigment concentration in a deep reservoir

(2019) Yong Sung Kwon et al.   REMOTE SENSING OF ENVIRONMENT

Comparing fully convolutional networks, random forest, support vector machine, and patch-based deep convolutional neural networks for object-based wetland mapping using images from small unmanned aircraft system

(2018) Tao Liu et al.   GIScience & Remote Sensing

Handling data irregularities in classification: Foundations, trends, and future challenges

(2018) Swagatam Das et al.   PATTERN RECOGNITION

High-Spatial Resolution Monitoring of Phycocyanin and Chlorophyll-a Using Airborne Hyperspectral Imagery

(2018) Jong Pyo et al.   Remote Sensing

Evaluating physico-chemical influences on cyanobacterial blooms using hyperspectral images in inland water, Korea

(2017) Yongeun Park et al.   WATER RESEARCH

Impact of global warming on water toxicity: cyanotoxins

(2017) Schonna R Manning et al.   Current Opinion in Food Science

Application of Aqua MODIS sensor data for estimating chlorophyllain the turbid Case 2 waters of Lake Erie using bio-optical models

(2016) K. Adem Ali et al.   GIScience & Remote Sensing

Challenges for mapping cyanotoxin patterns from remote sensing of cyanobacteria

(2016) Richard P. Stumpf et al.   HARMFUL ALGAE

Health impacts from cyanobacteria harmful algae blooms: Implications for the North American Great Lakes

(2016) Wayne W. Carmichael et al.   HARMFUL ALGAE

Chlorophyll-aconcentration estimation using three difference bio-optical algorithms, including a correction for the low-concentration range: the case of the Yiam reservoir, Korea

(2016) JongCheol Pyo et al.   Remote Sensing Letters

Empirical Model for Phycocyanin Concentration Estimation as an Indicator of Cyanobacterial Bloom in the Optically Complex Coastal Waters of the Baltic Sea

(2016) Monika Woźniak et al.   Remote Sensing

Band selection in hyperspectral imagery using spatial cluster mean and genetic algorithms

(2015) Arati Paul et al.   GIScience & Remote Sensing

Using field spectral measurements to estimate chlorophyll-a in waterlogged areas of Huainan, China

(2015) Wenming Pei et al.   GIScience & Remote Sensing

Do We Need More Training Data?

(2015) Xiangxin Zhu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Relating chlorophyll from cyanobacteria-dominated inland waters to a MERIS bloom index

(2015) Michelle C. Tomlinson et al.   Remote Sensing Letters

Assessment of chlorophyll variability along the Louisiana coast using multi-satellite data

(2014) Eurico J. D’Sa   GIScience & Remote Sensing

Performance evaluation of normalized difference chlorophyll index in northern Gulf of Mexico estuaries using the Hyperspectral Imager for the Coastal Ocean

(2014) Deepak R. Mishra et al.   GIScience & Remote Sensing

Temperature dependence of an estuarine harmful algal bloom: Resolving interannual variability in bloom dynamics using a degree-day approach

(2014) David K. Ralston et al.   LIMNOLOGY AND OCEANOGRAPHY

An optical water type framework for selecting and blending retrievals from bio-optical algorithms in lakes and coastal waters

(2014) Timothy S. Moore et al.   REMOTE SENSING OF ENVIRONMENT

Water residence time and the dynamics of toxic cyanobacteria

(2012) SUSANA ROMO et al.   FRESHWATER BIOLOGY

Advances in Spectral-Spatial Classification of Hyperspectral Images

(2012) M. Fauvel et al.   PROCEEDINGS OF THE IEEE

Evaluation of remote sensing algorithms for cyanobacterial pigment retrievals during spring bloom formation in several lakes of East China

(2012) Hongtao Duan et al.   REMOTE SENSING OF ENVIRONMENT

Normalized difference chlorophyll index: A novel model for remote estimation of chlorophyll-a concentration in turbid productive waters

(2011) Sachidananda Mishra et al.   REMOTE SENSING OF ENVIRONMENT

Remote sensing of cyanobacteria-dominant algal blooms and water quality parameters in Zeekoevlei, a small hypertrophic lake, using MERIS

(2010) Mark W. Matthews et al.   REMOTE SENSING OF ENVIRONMENT

Hyperspectral remote sensing of cyanobacterial pigments as indicators for cell populations and toxins in eutrophic lakes

(2010) Peter D. Hunter et al.   REMOTE SENSING OF ENVIRONMENT

Comparison of different semi-empirical algorithms to estimate chlorophyll-a concentration in inland lake water

(2009) Hongtao Duan et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Satellite Estimation of Chlorophyll-$a$ Concentration Using the Red and NIR Bands of MERIS—The Azov Sea Case Study

(2009) W.J. Moses et al.   IEEE Geoscience and Remote Sensing Letters

A Novel Algorithm for Predicting Phycocyanin Concentrations in Cyanobacteria: A Proximal Hyperspectral Remote Sensing Approach

(2009) Sachidananda Mishra et al.   Remote Sensing

Recent trends in paralytic shellfish toxins in Puget Sound, relationships to climate, and capacity for prediction of toxic events

(2008) Stephanie K. Moore et al.   HARMFUL ALGAE

Spectral discrimination of phytoplankton colour groups: The effect of suspended particulate matter and sensor spectral resolution

(2007) P HUNTER et al.   REMOTE SENSING OF ENVIRONMENT