4.7 Review

A Review of Remote Sensing of Submerged Aquatic Vegetation for Non-Specialists

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Benthic classification and IOP retrievals in shallow water environments using MERIS imagery

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Principles and practice of acquiring drone-based image data in marine environments

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MARINE AND FRESHWATER RESEARCH (2019)

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Imaging Spectrometry of Inland and Coastal Waters: State of the Art, Achievements and Perspectives

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SURVEYS IN GEOPHYSICS (2019)

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Remote sensing mapping of macroalgal farms by modifying thresholds in the classification tree

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GEOCARTO INTERNATIONAL (2019)

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Long-term and inter-monthly dynamics of aquatic vegetation and its relation with environmental factors in Taihu Lake, China

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Mapping Substrate Types and Compositions in Shallow Streams

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REMOTE SENSING (2019)

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Eelgrass (Zostera marina) and benthic habitat mapping in Atlantic Canada using high-resolution SPOT 6/7 satellite imagery

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ESTUARINE COASTAL AND SHELF SCIENCE (2019)

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Toward a Coordinated Global Observing System for Seagrasses and Marine Macroalgae

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Monitoring aquatic plants: An evaluation of hydroacoustic, on-site digitising and airborne remote sensing techniques

Jerom R. Stocks et al.

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Article Engineering, Civil

Applications of unmanned aerial vehicles in fluvial remote sensing: An overview of recent achievements

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Side scan sonar: A cost-efficient alternative method for measuring seagrass cover in shallow environments

Austin Greene et al.

ESTUARINE COASTAL AND SHELF SCIENCE (2018)

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Assessing macrophyte seasonal dynamics using dense time series of medium resolution satellite data

Paolo Villa et al.

REMOTE SENSING OF ENVIRONMENT (2018)

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Advances in assessing Sabellaria spinulosa reefs for ongoing monitoring

Christopher Jenkins et al.

ECOLOGY AND EVOLUTION (2018)

Article Plant Sciences

Interannual Change Detection of Mediterranean Seagrasses Using RapidEye Image Time Series

Dimosthenis Traganos et al.

FRONTIERS IN PLANT SCIENCE (2018)

Article Engineering, Aerospace

Coastal sea level from CryoSat-2 SARIn altimetry in Norway

Martina Idzanovic et al.

ADVANCES IN SPACE RESEARCH (2018)

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Very high resolution mapping of coral reef state using airborne bathymetric LiDAR surface-intensity and drone imagery

Antoine Collin et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2018)

Article Geography, Physical

Analyzing the feasibility of a space-borne sensor (SPOT-6) to estimate the height of submerged aquatic vegetation (SAV) in inland waters

Luiz Henrique S. Rotta et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)

Article Environmental Sciences

Evaluation of phenospectral dynamics with Sentinel-2A using a bottom-up approach in a northern ombrotrophic peatland

J. P. Arroyo-Mora et al.

REMOTE SENSING OF ENVIRONMENT (2018)

Article Computer Science, Information Systems

An Object-Based Image Analysis Workflow for Monitoring Shallow-Water Aquatic Vegetation in Multispectral Drone Imagery

Dominique Chabot et al.

ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2018)

Article Environmental Sciences

Assessment of Aquatic Weed in Irrigation Channels Using UAV and Satellite Imagery

James Brinkhoff et al.

Article Engineering, Electrical & Electronic

Field and Airborne Spectroscopy Cross Validation-Some Considerations

Andreas Hueni et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2017)

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Mapping species of submerged aquatic vegetation with multi-seasonal satellite images and considering life history information

Juhua Luo et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2017)

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Mapping seagrass coverage and spatial patterns with high spatial resolution IKONOS imagery

Ruiliang Pu et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2017)

Article Geography, Physical

Illumination compensation in ground based hyperspectral imaging

Alexander Wendel et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)

Article Geography, Physical

Lightweight UAV with on-board photogrammetry and single-frequency GPS positioning for metrology applications

M. Daakir et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)

Article Environmental Sciences

Structure from motion will revolutionize analyses of tidal wetland landscapes

M. Kalacska et al.

REMOTE SENSING OF ENVIRONMENT (2017)

Proceedings Paper Geography, Physical

PUSHBROOM HYPERSPECTRAL IMAGING FROM AN UNMANNED AIRCRAFT SYSTEM (UAS) - GEOMETRIC PROCESSING WORKFLOW AND ACCURACY ASSESSMENT

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INTERNATIONAL CONFERENCE ON UNMANNED AERIAL VEHICLES IN GEOMATICS (VOLUME XLII-2/W6) (2017)

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e-URoPe: a reconfigurable AUV/ROV for man-robot underwater cooperation

Angelo Odetti et al.

IFAC PAPERSONLINE (2017)

Proceedings Paper Automation & Control Systems

Towards Posidonia Meadows Detection, Mapping and Automatic recognition using Unmanned Marine Vehicles

Roberta Ferretti et al.

IFAC PAPERSONLINE (2017)

Article Geosciences, Multidisciplinary

Global loss of aquatic vegetation in lakes

Yunlin Zhang et al.

EARTH-SCIENCE REVIEWS (2017)

Article Environmental Sciences

Drones that see through waves - preliminary results from airborne fluid lensing for centimetre-scale aquatic conservation

Ved Chirayath et al.

AQUATIC CONSERVATION-MARINE AND FRESHWATER ECOSYSTEMS (2016)

Review Biodiversity Conservation

Remote sensing for lake research and monitoring - Recent advances

Katja Doernhoefer et al.

ECOLOGICAL INDICATORS (2016)

Article Environmental Sciences

Submerged Kelp Detection with Hyperspectral Data

Florian Uhl et al.

REMOTE SENSING (2016)

Article Environmental Sciences

Influence of the aquatic vegetation landscape on larval fish abundance

Philippe Massicotte et al.

JOURNAL OF GREAT LAKES RESEARCH (2015)

Editorial Material Environmental Sciences

Remote sensing of inland waters: Challenges, progress and future directions

Stephanie C. J. Palmer et al.

REMOTE SENSING OF ENVIRONMENT (2015)

Article Environmental Sciences

Airborne hyperspectral data to assess suspended particulate matter and aquatic vegetation in a shallow and turbid lake

Claudia Giardino et al.

REMOTE SENSING OF ENVIRONMENT (2015)

Review Remote Sensing

The application of remote sensing to seagrass ecosystems: an overview and future research prospects

M. S. Hossain et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2015)

Article Remote Sensing

Remote sensing bio-control damage on aquatic invasive alien plant species

Na'eem Agjee et al.

SOUTH AFRICAN JOURNAL OF GEOMATICS (2015)

Article Ecology

Will remote sensing shape the next generation of species distribution models?

Kate S. He et al.

REMOTE SENSING IN ECOLOGY AND CONSERVATION (2015)

Article Plant Sciences

Unmanned aircraft systems help to map aquatic vegetation

Eva Husson et al.

APPLIED VEGETATION SCIENCE (2014)

Article Marine & Freshwater Biology

Mapping and assessing seagrass bed changes in Central Florida's west coast using multitemporal Landsat TM imagery

Ruiliang Pu et al.

ESTUARINE COASTAL AND SHELF SCIENCE (2014)

Article Marine & Freshwater Biology

Remote sensing of phytoplankton-macrophyte coexistence in shallow hypereutrophic fluvial lakes

Rossano Bolpagni et al.

HYDROBIOLOGIA (2014)

Article Engineering, Electrical & Electronic

Comparative Assessment of Broadband Vegetation Indices Over Aquatic Vegetation

Paolo Villa et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)

Article Remote Sensing

Aquatic vegetation indices assessment through radiative transfer modeling and linear mixture simulation

Paolo Villa et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2014)

Article Environmental Sciences

APPLICATION OF AERIAL DIGITAL PHOTOGRAPHY FOR MACROPHYTE COVER AND COMPOSITION SURVEY IN SMALL RURAL STREAMS

Y. Anker et al.

RIVER RESEARCH AND APPLICATIONS (2014)

Article Environmental Sciences

Evaluating MERIS-Based Aquatic Vegetation Mapping in Lake Victoria

Elijah K. Cheruiyot et al.

REMOTE SENSING (2014)

Article Geography, Physical

Topographic structure from motion: a new development in photogrammetric measurement

Mark A. Fonstad et al.

EARTH SURFACE PROCESSES AND LANDFORMS (2013)

Review Ecology

Lightweight unmanned aerial vehicles will revolutionize spatial ecology

Karen Anderson et al.

FRONTIERS IN ECOLOGY AND THE ENVIRONMENT (2013)

Article Remote Sensing

Remote sensing of emergent and submerged wetlands: an overview

V. Klemas

INTERNATIONAL JOURNAL OF REMOTE SENSING (2013)

Article Environmental Sciences

Airborne Remote Sensing of Coastal Features and Processes: An Overview

Victor Klemas

JOURNAL OF COASTAL RESEARCH (2013)

Article Oceanography

Ecoregional scale seagrass mapping: A tool to support resilient MPA network design in the Coral Triangle

Damaris Torres-Pulliza et al.

OCEAN & COASTAL MANAGEMENT (2013)

Article Multidisciplinary Sciences

Relating Remotely Sensed Optical Variability to Marine Benthic Biodiversity

Kristjan Herkuel et al.

PLOS ONE (2013)

Article Computer Science, Interdisciplinary Applications

BOMBER: A tool for estimating water quality and bottom properties from remote sensing images

Claudia Giardino et al.

COMPUTERS & GEOSCIENCES (2012)

Article Environmental Sciences

Seagrass resource assessment using remote sensing methods in St. Joseph Sound and Clearwater Harbor, Florida, USA

Cynthia A. Meyer et al.

ENVIRONMENTAL MONITORING AND ASSESSMENT (2012)

Article Marine & Freshwater Biology

Mapping and assessing seagrass along the western coast of Florida using Landsat TM and EO-1 ALI/Hyperion imagery

Ruiliang Pu et al.

ESTUARINE COASTAL AND SHELF SCIENCE (2012)

Article Engineering, Electrical & Electronic

Classification Trees for Aquatic Vegetation Community Prediction From Imaging Spectroscopy

Erin L. Hestir et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2012)

Article Environmental Sciences

Discrimination of Seagrass Species and Cover Classes with in situ Hyperspectral Data

Ruiliang Pu et al.

JOURNAL OF COASTAL RESEARCH (2012)

Article Oceanography

Shallow water substrate mapping using hyperspectral remote sensing

P. R. C. Fearns et al.

CONTINENTAL SHELF RESEARCH (2011)

Article Marine & Freshwater Biology

Monitoring the dynamics of an invasive emergent macrophyte community using operational remote sensing data

Thomas P. Albright et al.

HYDROBIOLOGIA (2011)

Article Environmental Sciences

Nearshore Aquatic Habitat Monitoring: A Seabed Imaging and Mapping Approach

Trisalyn A. Nelson et al.

JOURNAL OF COASTAL RESEARCH (2011)

Article Environmental Sciences

Supervised vicarious calibration (SVC) of hyperspectral remote-sensing data

Anna Brook et al.

REMOTE SENSING OF ENVIRONMENT (2011)

Article Environmental Sciences

Using in situ hyperspectral reflectance data to distinguish nine aquatic plant species

J. H. Everitt et al.

GEOCARTO INTERNATIONAL (2011)

Article Environmental Sciences

Mapping macrophytic vegetation in shallow lakes using the Compact Airborne Spectrographic Imager (CASI)

P. D. Hunter et al.

AQUATIC CONSERVATION-MARINE AND FRESHWATER ECOSYSTEMS (2010)

Article Ecology

Mapping three invasive weeds using airborne hyperspectral imagery

Chenghai Yang et al.

ECOLOGICAL INFORMATICS (2010)

Article Fisheries

Remote sensing of underwater vegetation using single-beam acoustics

Victor Quintino et al.

ICES JOURNAL OF MARINE SCIENCE (2010)

Article Remote Sensing

Using bottom surface reflectance to map coastal marine areas: a new application method for Lyzenga's model

Tatsuyuki Sagawa et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2010)

Article Remote Sensing

A water-depth correction algorithm for submerged vegetation spectra

Hyun Jung Cho et al.

REMOTE SENSING LETTERS (2010)

Article Ecology

Associations of concern: declining seagrasses and threatened dependent species

A. Randall Hughes et al.

FRONTIERS IN ECOLOGY AND THE ENVIRONMENT (2009)

Article Remote Sensing

Small-footprint, waveform-resolving lidar estimation of submerged and sub-canopy topography in coastal environments

A. Nayegandhi et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2009)

Article Environmental Sciences

Identification and mapping of submerged plants in a shallow lake using quickbird satellite data

Ozge Karabulut Dogan et al.

JOURNAL OF ENVIRONMENTAL MANAGEMENT (2009)

Article Geography, Physical

Bathymetric mapping by means of remote sensing: methods, accuracy and limitations

Jay Gao

PROGRESS IN PHYSICAL GEOGRAPHY-EARTH AND ENVIRONMENT (2009)

Article Plant Sciences

Use of Hyperspectral Remote Sensing to Evaluate Efficacy of Aquatic Plant Management

Maria J. Santos et al.

INVASIVE PLANT SCIENCE AND MANAGEMENT (2009)

Article Geosciences, Multidisciplinary

Spatio-temporal variations of aquatic weeds abundance and coverage in Lake Chivero, Zimbabwe

M. D. Shekede et al.

PHYSICS AND CHEMISTRY OF THE EARTH (2008)

Article Environmental Sciences

Identification of invasive vegetation using hyperspectral remote sensing in the California Delta ecosystem

Erin L. Hestir et al.

REMOTE SENSING OF ENVIRONMENT (2008)

Article

Test of Multi-spectral Vegetation Index for Floating and Canopy-forming Submerged Vegetation

Hyun Jung Cho et al.

International Journal of Environmental Research and Public Health (2008)

Article Environmental Sciences

Remote sensing of aquatic vegetation: theory and applications

Thiago S. F. Silva et al.

ENVIRONMENTAL MONITORING AND ASSESSMENT (2008)

Article Remote Sensing

The role of digital bathymetry in mapping shallow marine vegetation from hyperspectral image data

P. Gagnon et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2008)

Article Environmental Sciences

Hyperspectral reflectance response of freshwater macrophytes to salinity in a brackish subtropical marsh

David R. Tilley et al.

JOURNAL OF ENVIRONMENTAL QUALITY (2007)

Article Remote Sensing

Depth-variant spectral characteristics of submersed aquatic vegetation detected by Landsat 7 ETM+

H. J. Cho

INTERNATIONAL JOURNAL OF REMOTE SENSING (2007)

Article Environmental Sciences

Using airborne bathymetric lidar to detect bottom type variation in shallow waters

Chi-Kuei Wang et al.

REMOTE SENSING OF ENVIRONMENT (2007)

Article Environmental Sciences

Coastal Aquatic Remote Sensing Applications for Environmental Monitoring and Management

Vittorio E. Brando et al.

JOURNAL OF APPLIED REMOTE SENSING (2007)

Article Geochemistry & Geophysics

Ocean color satellites show extensive lines of floating sargassum in the Gulf of Mexico

Jim Gower et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2006)

Article Plant Sciences

Satellite remote sensing of freshwater macrophytes and the influence of water clarity

Stacy A. C. Nelson et al.

AQUATIC BOTANY (2006)

Article Environmental Sciences

Mapping invasive aquatic vegetation in the Sacramento-San Joaquin Delta using hyperspectral imagery

E. C. Underwood et al.

ENVIRONMENTAL MONITORING AND ASSESSMENT (2006)

Article Geography, Physical

A multi-scale segmentation approach to mapping seagrass habitats using airborne digital camera imagery

Richard G. Lathrop et al.

PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING (2006)

Article Geochemistry & Geophysics

Ocean color reveals phase shift between marine plants and yellow substance

CM Hu et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2006)

Article Remote Sensing

Mapping submergent aquatic vegetation in the US Great Lakes using Quickbird satellite data

PT Wolter et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2005)

Article Environmental Sciences

Retrospective seagrass change detection in a shallow coastal tidal Australian lake

AG Dekker et al.

REMOTE SENSING OF ENVIRONMENT (2005)

Article Remote Sensing

Simple and robust removal of sun glint for mapping shallow-water benthos

JD Hedley et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2005)

Article Geography

Monitoring the 1997 flood in the Red River Valley using hydrologic regimes and RADARSAT imagery

BA Wilson et al.

CANADIAN GEOGRAPHER-GEOGRAPHE CANADIEN (2005)

Article Remote Sensing

Remote sensing and GIS for detecting changes in the aquatic vegetation of a rehabilitated lake

K Valta-Hulkkonen et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2004)

Article Geography, Physical

Assessment of bidirectional effects over aquatic macrophyte vegetation in CIR aerial photographs

K Valta-Hulkkonen et al.

PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING (2004)

Article Remote Sensing

The spectral responses of Ceratophyllum demersum at varying depths in an experimental tank

L Han et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2003)

Article Environmental Sciences

Preliminary investigation of submerged aquatic vegetation mapping using hyperspectral remote sensing

DJ Williams et al.

ENVIRONMENTAL MONITORING AND ASSESSMENT (2003)

Article Remote Sensing

Geo-atmospheric processing of airborne imaging spectrometry data.: Part 1:: parametric orthorectification

D Schläpfer et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2002)

Article Engineering, Electrical & Electronic

Detection algorithms for hyperspectral Imaging applications

D Manolakis et al.

IEEE SIGNAL PROCESSING MAGAZINE (2002)

Article Engineering, Electrical & Electronic

Hyperspectral image data analysis

D Landgrebe

IEEE SIGNAL PROCESSING MAGAZINE (2002)

Article Engineering, Electrical & Electronic

Spectral unmixing

N Keshava et al.

IEEE SIGNAL PROCESSING MAGAZINE (2002)

Article Remote Sensing

Close-range remote sensing of aquatic macrophyte vegetation cover

M Jakubauskas et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2000)

Article Fisheries

Ranking the effects of site exposure, plant growth form, water depth, and transparency on aquatic plant biomass

C Hudon et al.

CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES (2000)