A Comparative Assessment of Ensemble-Based Machine Learning and Maximum Likelihood Methods for Mapping Seagrass Using Sentinel-2 Imagery in Tauranga Harbor, New Zealand

Hyperparameters and tuning strategies for random forest

(2019) Philipp Probst et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Adaptation of the dark spectrum fitting atmospheric correction for aquatic applications of the Landsat and Sentinel-2 archives

(2019) Quinten Vanhellemont   REMOTE SENSING OF ENVIRONMENT

A Review of Remote Sensing Approaches for Monitoring Blue Carbon Ecosystems: Mangroves, Seagrassesand Salt Marshes during 2010–2018

(2019) Tien Dat Pham et al.   SENSORS

Multi-Source Data Fusion Based on Ensemble Learning for Rapid Building Damage Mapping during the 2018 Sulawesi Earthquake and Tsunami in Palu, Indonesia

(2019) Bruno Adriano et al.   Remote Sensing

On the use of Sentinel-2 for coastal habitat mapping and satellite-derived bathymetry estimation using downscaled coastal aerosol band

(2019) Dimitris Poursanidis et al.   International Journal of Applied Earth Observation and Geoinformation

Enabling the Big Earth Observation Data via Cloud Computing and DGGS: Opportunities and Challenges

(2019) Xiaochuang Yao et al.   Remote Sensing

A cloud-based remote sensing data production system

(2018) Jining Yan et al.   Future Generation Computer Systems-The International Journal of eScience

Mapping coastal marine habitats and delineating the deep limits of the Neptune’s seagrass meadows using very high resolution Earth observation data

(2018) Dimitris Poursanidis et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Seagrass habitat mapping: how do Landsat 8 OLI, Sentinel-2, ZY-3A, and Worldview-3 perform?

(2018) Eva Kovacs et al.   Remote Sensing Letters

Assessment of Machine Learning Algorithms for Automatic Benthic Cover Monitoring and Mapping Using Towed Underwater Video Camera and High-Resolution Satellite Images

(2018) Hassan Mohamed et al.   Remote Sensing

A Novel Change Detection Approach for Multi-Temporal High-Resolution Remote Sensing Images Based on Rotation Forest and Coarse-to-Fine Uncertainty Analyses

(2018) Wenqing Feng et al.   Remote Sensing

Interannual Change Detection of Mediterranean Seagrasses Using RapidEye Image Time Series

(2018) Dimosthenis Traganos et al.   Frontiers in Plant Science

Assessment of PlanetScope images for benthic habitat and seagrass species mapping in a complex optically shallow water environment

(2018) Pramaditya Wicaksono et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A Comparative Assessment of Canonical Correlation Forest, Random Forest, Rotation Forest and Logistic Regression Methods for Landslide Susceptibility Mapping

(2018) Emrehan Kutlug Sahin et al.   Geocarto International

A New Method for Mapping Aquatic Vegetation Especially Underwater Vegetation in Lake Ulansuhai Using GF-1 Satellite Data

(2018) Qi Chen et al.   Remote Sensing

Statistical Machine Learning Methods and Remote Sensing for Sustainable Development Goals: A Review

(2018) Jacinta Holloway et al.   Remote Sensing

A review of seagrass detection, mapping and monitoring applications using acoustic systems

(2018) Mustafa Umit Gumusay et al.   European Journal of Remote Sensing

Mapping Mediterranean seagrasses with Sentinel-2 imagery

(2017) Dimosthenis Traganos et al.   MARINE POLLUTION BULLETIN

Ensemble-based canonical correlation forest (CCF) for land use and land cover classification using sentinel-2 and Landsat OLI imagery

(2017) Ismail Colkesen et al.   Remote Sensing Letters

An Improved Rotation Forest for Multi-Feature Remote-Sensing Imagery Classification

(2017) Yingchang Xiu et al.   Remote Sensing

Optimum Temperatures for Net Primary Productivity of Three Tropical Seagrass Species

(2017) Catherine J. Collier et al.   Frontiers in Plant Science

Seagrass blue carbon spatial patterns at the meadow-scale

(2017) Matthew P. J. Oreska et al.   PLoS One

A low cost field-survey method for mapping seagrasses and their potential threats: an example from the northern Gulf of Aqaba, Red Sea

(2016) Gidon Winters et al.   AQUATIC CONSERVATION-MARINE AND FRESHWATER ECOSYSTEMS

Damage to seagrass and seaweed beds in Matsushima Bay, Japan, caused by the huge tsunami of the Great East Japan Earthquake on 11 March 2011

(2016) Ryo Tsujimoto et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

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

Eelgrass and Macroalgal Mapping to Develop Nutrient Criteria in New Hampshire's Estuaries using Hyperspectral Imagery

(2016) Shachak Pe'eri et al.   JOURNAL OF COASTAL RESEARCH

An Integrated Field and Remote Sensing Method for Mapping Seagrass Species, Cover, and Biomass in Southern Thailand

(2016) Werapong Koedsin et al.   Remote Sensing

A Method to Analyze the Potential of Optical Remote Sensing for Benthic Habitat Mapping

(2015) Rodrigo Garcia et al.   Remote Sensing

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

(2014) M.S. Hossain et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Seagrass Proliferation Precedes Mortality during Hypo-Salinity Events: A Stress-Induced Morphometric Response

(2014) Catherine J. Collier et al.   PLoS One

Physiological and Morphological Responses of the Temperate Seagrass Zostera muelleri to Multiple Stressors: Investigating the Interactive Effects of Light and Temperature

(2013) Paul H. York et al.   PLoS One

Comparison of standard maximum likelihood classification and polytomous logistic regression used in remote sensing

(2013) John Hogland et al.   European Journal of Remote Sensing

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

(2011) Cynthia A. Meyer et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Monitoring, reporting and verification for national REDD + programmes: two proposals

(2011) Martin Herold et al.   Environmental Research Letters

Thermal tolerance of two seagrass species at contrasting light levels: Implications for future distribution in the Great Barrier Reef

(2011) Catherine J. Collier et al.   LIMNOLOGY AND OCEANOGRAPHY

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

(2010) Tatsuyuki Sagawa et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Accelerating loss of seagrasses across the globe threatens coastal ecosystems

(2009) M. Waycott et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA