A Review of Remote Sensing for Water Quality Retrieval: Progress and Challenges
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Title
A Review of Remote Sensing for Water Quality Retrieval: Progress and Challenges
Authors
Keywords
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Journal
Remote Sensing
Volume 14, Issue 8, Pages 1770
Publisher
MDPI AG
Online
2022-04-08
DOI
10.3390/rs14081770
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Note: Only part of the references are listed.- Water Quality Chl-a Inversion Based on Spatio-Temporal Fusion and Convolutional Neural Network
- (2022) Haibo Yang et al. Remote Sensing
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- (2021) Hanting Ying et al. Ecological Informatics
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- (2021) Chao Niu et al. ENVIRONMENTAL POLLUTION
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- Remote sensing of coastal algal blooms using unmanned aerial vehicles (UAVs)
- (2020) K.H. Cheng et al. MARINE POLLUTION BULLETIN
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- (2020) T.W. Cui et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- An UAV and Satellite Multispectral Data Approach to Monitor Water Quality in Small Reservoirs
- (2020) Carmen Cillero Castro et al. Remote Sensing
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- (2020) Vasit Sagan et al. EARTH-SCIENCE REVIEWS
- A review of remote sensing applications for water security: Quantity, quality, and extremes
- (2020) Ila Chawla et al. JOURNAL OF HYDROLOGY
- Sentinel-3 OLCI observations of water clarity in large lakes in eastern China: Implications for SDG 6.3.2 evaluation
- (2020) Ming Shen et al. REMOTE SENSING OF ENVIRONMENT
- Deep learning and process understanding for data-driven Earth system science
- (2019) Markus Reichstein et al. NATURE
- Evaluation of standard and regional satellite chlorophyll-a algorithms for moderate-resolution imaging spectroradiometer (MODIS) in the Bohai and Yellow Seas, China: a comparison of chlorophyll-a magnitude and seasonality
- (2019) Yueqi Wang et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Unmanned aerial system based spectroradiometer for monitoring harmful algal blooms: A new paradigm in water quality monitoring
- (2019) Richard H. Becker et al. JOURNAL OF GREAT LAKES RESEARCH
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- (2019) Michael J. Sayers et al. JOURNAL OF GREAT LAKES RESEARCH
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- (2019) Jingwei Yang et al. SCIENCE OF THE TOTAL ENVIRONMENT
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- (2019) Huizeng Liu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A global approach for chlorophyll-a retrieval across optically complex inland waters based on optical water types
- (2019) C. Neil et al. REMOTE SENSING OF ENVIRONMENT
- High spatial resolution monitoring land surface energy, water and CO2 fluxes from an Unmanned Aerial System
- (2019) Sheng Wang et al. REMOTE SENSING OF ENVIRONMENT
- Determination of optically inactive water quality variables using Landsat 8 data: A case study in Geshlagh reservoir affected by agricultural land use
- (2019) Taleb Vakili et al. JOURNAL OF CLEANER PRODUCTION
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- (2019) JongCheol Pyo et al. REMOTE SENSING OF ENVIRONMENT
- Assessing the effectiveness of Landsat 8 chlorophyll a retrieval algorithms for regional freshwater monitoring
- (2018) Jonah Boucher et al. ECOLOGICAL APPLICATIONS
- Remote sensing of water quality based on HJ-1A HSI imagery with modified discrete binary particle swarm optimization-partial least squares (MDBPSO-PLS) in inland waters: A case in Weishan Lake
- (2018) Yin Cao et al. Ecological Informatics
- Spatio-temporal analysis of prodelta dynamics by means of new satellite generation: the case of Po river by Landsat-8 data
- (2018) Ciro Manzo et al. International Journal of Applied Earth Observation and Geoinformation
- Deteriorating water clarity in shallow waters: Evidence from long term MODIS and in-situ observations
- (2018) Kun Shi et al. International Journal of Applied Earth Observation and Geoinformation
- Spatio-temporal fusion for daily Sentinel-2 images
- (2018) Qunming Wang et al. REMOTE SENSING OF ENVIRONMENT
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- (2018) Celso M. Isidro et al. SCIENCE OF THE TOTAL ENVIRONMENT
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- (2018) Chongyang Wang et al. SCIENCE OF THE TOTAL ENVIRONMENT
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- (2018) C. Giardino et al. SURVEYS IN GEOPHYSICS
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- (2018) Shun Bi et al. Remote Sensing
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- (2015) Penghai Wu et al. REMOTE SENSING OF ENVIRONMENT
- Validation of Envisat MERIS algorithms for chlorophyll retrieval in a large, turbid and optically-complex shallow lake
- (2015) Stephanie C.J. Palmer et al. REMOTE SENSING OF ENVIRONMENT
- Remote sensing of inland waters: Challenges, progress and future directions
- (2015) Stephanie C.J. Palmer et al. REMOTE SENSING OF ENVIRONMENT
- Application of hyperspectral remote sensing to cyanobacterial blooms in inland waters
- (2015) Raphael M. Kudela et al. REMOTE SENSING OF ENVIRONMENT
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- (2015) S. Sterckx et al. REMOTE SENSING OF ENVIRONMENT
- Measuring freshwater aquatic ecosystems: The need for a hyperspectral global mapping satellite mission
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- (2014) Ni-Bin Chang et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
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- (2014) Elizabeth M. Isenstein et al. JOURNAL OF ENVIRONMENTAL SCIENCES
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- (2014) Timothy S. Moore et al. REMOTE SENSING OF ENVIRONMENT
- Optical characterization of black water blooms in eutrophic waters
- (2014) Hongtao Duan et al. SCIENCE OF THE TOTAL ENVIRONMENT
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- (2014) Deyong Sun et al. WATER AIR AND SOIL POLLUTION
- Long-Term Distribution Patterns of Chlorophyll-a Concentration in China’s Largest Freshwater Lake: MERIS Full-Resolution Observations with a Practical Approach
- (2014) Lian Feng et al. Remote Sensing
- A Review of Some Important Technical Problems in Respect of Satellite Remote Sensing of Chlorophyll-a Concentration in Coastal Waters
- (2013) Jun Chen et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Barriers to adopting satellite remote sensing for water quality management
- (2013) Blake A. Schaeffer et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Estimation of higher chlorophylla concentrations using field spectral measurement and HJ-1A hyperspectral satellite data in Dianshan Lake, China
- (2013) Liguo Zhou et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Exploring spatiotemporal patterns of phosphorus concentrations in a coastal bay with MODIS images and machine learning models
- (2013) Ni-Bin Chang et al. REMOTE SENSING OF ENVIRONMENT
- A new approach to estimate the aerosol scattering ratios for the atmospheric correction of satellite remote sensing data in coastal regions
- (2013) Zhihua Mao et al. REMOTE SENSING OF ENVIRONMENT
- Remote estimation of chlorophyll-a in turbid inland waters: Three-band model versus GA-PLS model
- (2013) Kaishan Song et al. REMOTE SENSING OF ENVIRONMENT
- Assessment of suspended solids in the Guadalquivir estuary using new DEIMOS-1 medium spatial resolution imagery
- (2013) Isabel Caballero et al. REMOTE SENSING OF ENVIRONMENT
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- (2012) Michael. Ondrusek et al. REMOTE SENSING OF ENVIRONMENT
- 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
- Water Quality Monitoring Using Remote Sensing and an Artificial Neural Network
- (2012) Yirgalem Chebud et al. WATER AIR AND SOIL POLLUTION
- Initial validation of GOCI water products against in situ data collected around Korean peninsula for 2010–2011
- (2012) Jeong-Eon Moon et al. Ocean Science Journal
- Support vector machines in water quality management
- (2011) Kunwar P. Singh et al. ANALYTICA CHIMICA ACTA
- A current review of empirical procedures of remote sensing in inland and near-coastal transitional waters
- (2011) Mark William Matthews INTERNATIONAL JOURNAL OF REMOTE SENSING
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- (2011) Kaishan Song Journal of Applied Remote Sensing
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- (2011) Nutchanart Sriwongsitanon et al. JOURNAL OF HYDROLOGY
- Atmospheric correction of HJ-1A/B CCD images over Chinese coastal waters using MODIS-Terra aerosol data
- (2011) LiQiao Tian et al. Science China-Technological Sciences
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- (2011) Mariano Bresciani et al. SCIENCE OF THE TOTAL ENVIRONMENT
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- (2011) Brian Moss SCIENCE OF THE TOTAL ENVIRONMENT
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- (2010) Candida Savage et al. LIMNOLOGY AND OCEANOGRAPHY
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- (2009) Chengfeng Le et al. REMOTE SENSING OF ENVIRONMENT
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- (2008) Ronghua Ma et al. SENSORS
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- (2007) Z WAN REMOTE SENSING OF ENVIRONMENT
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