Combining Multispectral and Radar Imagery with Machine Learning Techniques to Map Intertidal Habitats for Migratory Shorebirds

Using Sentinel-2 Images to Estimate Topography, Tidal-Stage Lags and Exposure Periods over Large Intertidal Areas

(2021) José P. Granadeiro et al.   Remote Sensing

Composition and abundance of shorebird and macroinvertebrate communities differ according to densities of burrowing fiddler crabs in tropical intertidal flats

(2021) João Paulino et al.   HYDROBIOLOGIA

Mapping typical salt-marsh species in the Yellow River Delta wetland supported by temporal-spatial-spectral multidimensional features

(2021) Cheng Zhang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Mapping coastal marine ecosystems of the National Park of Banc d’Arguin (PNBA) in Mauritania using Sentinel-2 imagery

(2021) A. Pottier et al.   International Journal of Applied Earth Observation and Geoinformation

Changes in the waterbird community of the Parc National du Banc d’Arguin, Mauritania, 1980–2017

(2020) THOMAS OUDMAN et al.   BIRD CONSERVATION INTERNATIONAL

Impact of exotic macroalga on shorebirds varies with foraging specialization and spatial scale

(2020) Alice F. Besterman et al.   PLoS One

Intertidal Bathymetry Extraction with Multispectral Images: A Logistic Regression Approach

(2020) Isabel Bué et al.   Remote Sensing

Mapping seagrass (Zostera) by remote sensing in the Schleswig-Holstein Wadden Sea

(2020) Jörn Kohlus et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Global protected‐area coverage and human pressure on tidal flats

(2020) Narelle K. Hill et al.   CONSERVATION BIOLOGY

Shorebirds Affect Ecosystem Functioning on an Intertidal Mudflat

(2020) James M. Booty et al.   Frontiers in Marine Science

Sentinel-2 red-edge spectral indices (RESI) suitability for mapping rubber boom in Luang Namtha Province, northern Lao PDR

(2020) Chiwei Xiao et al.   International Journal of Applied Earth Observation and Geoinformation

Dual threat of tidal flat loss and invasive Spartina alterniflora endanger important shorebird habitat in coastal mainland China

(2020) Micha V. Jackson et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Sentinel-2 remote sensing of Zostera noltei-dominated intertidal seagrass meadows

(2020) Maria Laura Zoffoli et al.   REMOTE SENSING OF ENVIRONMENT

Improving land cover classification in an urbanized coastal area by random forests: The role of variable selection

(2020) Fang Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Generation of a Large-Scale Surface Sediment Classification Map using Unmanned Aerial Vehicle (UAV) Data: A Case Study at the Hwang-do Tidal Flat, Korea

(2019) Kye-Lim Kim et al.   Remote Sensing

A Comparison of Random Forest Variable Selection Methods for Classification Prediction Modeling

(2019) Jaime Lynn Speiser et al.   EXPERT SYSTEMS WITH APPLICATIONS

Soil Texture Estimation Using Radar and Optical Data from Sentinel-1 and Sentinel-2

(2019) Safa Bousbih et al.   Remote Sensing

Mapping the conservation priority of migratory shorebird habitat on a dynamic deltaic coast

(2018) Ting Zhang et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Low macroinvertebrate biomass suggests limited food availability for shorebird communities in intertidal areas of the Bijagós archipelago (Guinea-Bissau)

(2018) Pedro M. Lourenço et al.   HYDROBIOLOGIA

On the imaging of exposed intertidal flats by single- and dual-co-polarization Synthetic Aperture Radar

(2018) Martin Gade et al.   REMOTE SENSING OF ENVIRONMENT

Remote Sensing Intertidal Flats with TerraSAR-X. A SAR Perspective of the Structural Elements of a Tidal Basin for Monitoring the Wadden Sea

(2018) Winny Adolph et al.   Remote Sensing

Environmental and sediment conditions, infaunal benthic communities and biodiversity in the Celtic Sea

(2018) Paul J. Somerfield et al.   CONTINENTAL SHELF RESEARCH

The global distribution and trajectory of tidal flats

(2018) Nicholas J. Murray et al.   NATURE

Large‐scale ecosystem engineering by flamingos and fiddler crabs on West‐African intertidal flats promote joint food availability

(2018) El‐Hacen M. El‐Hacen et al.   OIKOS

Tracking annual changes of coastal tidal flats in China during 1986–2016 through analyses of Landsat images with Google Earth Engine

(2018) Xinxin Wang et al.   REMOTE SENSING OF ENVIRONMENT

Fuelling conditions at staging sites can mitigate Arctic warming effects in a migratory bird

(2018) Eldar Rakhimberdiev et al.   Nature Communications

A Fully Polarimetric SAR Imagery Classification Scheme for Mud and Sand Flats in Intertidal Zones

(2017) Wensheng Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Diet and feeding ecology of the wintering shorebird assemblage in the Bijagós archipelago, Guinea-Bissau

(2017) Pedro M. Lourenço et al.   JOURNAL OF SEA RESEARCH

Intertidal macroalgae influence macroinvertebrate distribution across stress scenarios

(2017) S Umanzor et al.   MARINE ECOLOGY PROGRESS SERIES

Intertidal macroalgae influence macroinvertebrate distribution across stress scenarios

(2017) S Umanzor et al.   MARINE ECOLOGY PROGRESS SERIES

Remotely sensing the German Wadden Sea—a new approach to address national and international environmental legislation

(2016) Gabriele Müller et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Influence of environmental gradients on the distribution of benthic resources available for shorebirds on intertidal mudflats of Yves Bay, France

(2016) Anne S. Philippe et al.   ESTUARINE COASTAL AND SHELF SCIENCE

How do macrobenthic resources concentrate foraging waders in large megatidal sandflats?

(2016) Alain Ponsero et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

How habitat-modifying organisms structure the food web of two coastal ecosystems

(2016) Els M. van der Zee et al.   PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

A meta-analysis of remote sensing research on supervised pixel-based land-cover image classification processes: General guidelines for practitioners and future research

(2016) Reza Khatami et al.   REMOTE SENSING OF ENVIRONMENT

Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas

(2016) Charlotte Pelletier et al.   REMOTE SENSING OF ENVIRONMENT

Body shrinkage due to Arctic warming reduces red knot fitness in tropical wintering range

(2016) J. A. van Gils et al.   SCIENCE

Correlation and variable importance in random forests

(2016) Baptiste Gregorutti et al.   STATISTICS AND COMPUTING

A structural similarity-based label-smoothing algorithm for the post-processing of land-cover classification

(2016) Qikai Lu et al.   Remote Sensing Letters

A multi-sensor approach for detecting the different land covers of tidal flats in the German Wadden Sea — A case study at Norderney

(2015) Richard Jung et al.   REMOTE SENSING OF ENVIRONMENT

Investigating spatial resolutions of imagery for intertidal sediment characterization using geostatistics

(2014) Elsy Ibrahim et al.   CONTINENTAL SHELF RESEARCH

Macroalgal Mats in a Eutrophic Estuary Obscure Visual Foraging Cues and Increase Variability in Prey Availability for Some Shorebirds

(2014) Lauri Green et al.   Estuaries and Coasts

Multi-frequency SAR data help improving the monitoring of intertidal flats on the German North Sea coast

(2014) Martin Gade et al.   ESTUARINE COASTAL AND SHELF SCIENCE

New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study

(2014) Xin Huang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Distinctly variable mudscapes: Distribution gradients of intertidal macrofauna across the Dutch Wadden Sea

(2013) Tanya J. Compton et al.   JOURNAL OF SEA RESEARCH

Organisms as cooperative ecosystem engineers in intertidal flats

(2013) Claire Passarelli et al.   JOURNAL OF SEA RESEARCH

Land cover classification using moderate resolution satellite imagery and random forests with post-hoc smoothing

(2013) Xuan Zhu   Journal of Spatial Science

A horizon scanning assessment of current and potential future threats to migratory shorebirds

(2012) William J. Sutherland et al.   IBIS

An Overview and Comparison of Smooth Labeling Methods for Land-Cover Classification

(2012) Konrad Schindler   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Combining ALOS and ERS-2 SAR data for the characterization of tidal flats. Case study from the Baie des Veys, Normandy, France

(2012) Jean-Paul Deroin   International Journal of Applied Earth Observation and Geoinformation

Role of disturbance, geology and other environmental factors in determining abundance and diversity in coastal avian communities during winter

(2012) PM Lourenço et al.   MARINE ECOLOGY PROGRESS SERIES

Trophic cascade induced by molluscivore predator alters pore-water biogeochemistry via competitive release of prey

(2011) Jan A. van Gils et al.   ECOLOGY

Quantitative estimation of intertidal sediment characteristics using remote sensing and GIS

(2010) Jong-Kuk Choi et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Spatial relationships between surface sedimentary facies distribution and topography using remotely sensed data: Example from the Ganghwa tidal flat, Korea

(2010) Jong-Kuk Choi et al.   MARINE GEOLOGY

Macrobenthos habitat mapping in a tidal flat using remotely sensed data and a GIS-based probabilistic model

(2010) Jong-Kuk Choi et al.   MARINE POLLUTION BULLETIN

Prey versus substrate as determinants of habitat choice in a feeding shorebird

(2008) Paul G. Finn et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Mapping Migratory Wading Bird Feeding Habitats using Satellite Imagery and Field Data, Eighty-Mile Beach, Western Australia

(2008) Suzanne Wade et al.   JOURNAL OF COASTAL RESEARCH