The use of radar and optical satellite imagery combined with advanced machine learning and metaheuristic optimization techniques to detect and quantify above ground biomass of intertidal seagrass in a New Zealand estuary

Depth Affects Seagrass Restoration Success and Resilience to Marine Heat Wave Disturbance

(2020) Lillian R. Aoki et al.   Estuaries and Coasts

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

(2020) Nam Thang Ha et al.   Remote Sensing

Estimating Mangrove Above-Ground Biomass Using Extreme Gradient Boosting Decision Trees Algorithm with Fused Sentinel-2 and ALOS-2 PALSAR-2 Data in Can Gio Biosphere Reserve, Vietnam

(2020) Tien Dat Pham et al.   Remote Sensing

Improving mangrove above-ground biomass estimates using LiDAR

(2020) Rafaela B. Salum et al.   ESTUARINE COASTAL AND SHELF SCIENCE

High variability of Blue Carbon storage in seagrass meadows at the estuary scale

(2020) Aurora M. Ricart et al.   Scientific Reports

Comparison of Machine Learning Methods for Estimating Mangrove Above-Ground Biomass Using Multiple Source Remote Sensing Data in the Red River Delta Biosphere Reserve, Vietnam

(2020) Tien Dat Pham et al.   Remote Sensing

Crop Mapping Using Random Forest and Particle Swarm Optimization based on Multi-Temporal Sentinel-2

(2020) Elahe Akbari et al.   Remote Sensing

Detection of Crop Seeding and Harvest through Analysis of Time-Series Sentinel-1 Interferometric SAR Data

(2020) Jiali Shang et al.   Remote Sensing

Variability and uncertainty in forest biomass estimates from the tree to landscape scale: the role of allometric equations

(2020) Anthony G. Vorster et al.   Carbon Balance and Management

Forest aboveground biomass estimation using Landsat 8 and Sentinel-1A data with machine learning algorithms

(2020) Yingchang Li et al.   Scientific Reports

Comparison of swarm intelligence algorithms for optimized band selection of hyperspectral remote sensing image

(2020) Ding Xiaohui et al.   Open Geosciences

Opportunities for seagrass research derived from remote sensing: A review of current methods

(2020) Bijeesh Kozhikkodan Veettil et al.   ECOLOGICAL INDICATORS

Improvement of Mangrove Soil Carbon Stocks Estimation in North Vietnam Using Sentinel-2 Data and Machine Learning Approach

(2020) Tien Dat Pham et al.   GIScience & Remote Sensing

Dimensions of Blue Carbon and emerging perspectives

(2019) Catherine E. Lovelock et al.   Biology Letters

Recent advancement on estimation of blue carbon biomass using satellite-based approach

(2019) Dalhatu Aliyu Sani et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Estimating above ground biomass as an indicator of carbon storage in vegetated wetlands of the grassland biome of South Africa

(2019) Laven Naidoo et al.   International Journal of Applied Earth Observation and Geoinformation

Harris hawks optimization: Algorithm and applications

(2019) Ali Asghar Heidari et al.   Future Generation Computer Systems-The International Journal of eScience

The future of Blue Carbon science

(2019) Peter I. Macreadie et al.   Nature Communications

Quantifying the Robustness of Vegetation Indices through Global Sensitivity Analysis of Homogeneous and Forest Leaf-Canopy Radiative Transfer Models

(2019) Pablo Morcillo-Pallarés et al.   Remote Sensing

A remote sensing-based model of tidal marsh aboveground carbon stocks for the conterminous United States

(2018) Kristin B. Byrd et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A new and efficient firefly algorithm for numerical optimization problems

(2018) Xiuqin Pan et al.   NEURAL COMPUTING & APPLICATIONS

Comparing L- and C-band synthetic aperture radar estimates of sea ice motion over different ice regimes

(2018) Stephen E.L. Howell et al.   REMOTE SENSING OF ENVIRONMENT

Global challenges for seagrass conservation

(2018) Richard K. F. Unsworth et al.   AMBIO

Crop Classification Based on Temporal Information Using Sentinel-1 SAR Time-Series Data

(2018) Lu Xu et al.   Remote Sensing

Penetration Analysis of SAR Signals in the C and L Bands for Wheat, Maize, and Grasslands

(2018) Mohammad El Hajj et al.   Remote Sensing

Particle swarm optimization algorithm: an overview

(2017) Dongshu Wang et al.   SOFT COMPUTING

Optimum Temperatures for Net Primary Productivity of Three Tropical Seagrass Species

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

Significant Remote Sensing Vegetation Indices: A Review of Developments and Applications

(2017) Jinru Xue et al.   Journal of Sensors

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

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

Change Detection of Submerged Seagrass Biomass in Shallow Coastal Water

(2016) Syarifuddin Misbari et al.   Remote Sensing

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

(2016) Werapong Koedsin et al.   Remote Sensing

Seagrass Ecosystem Services and Their Variability across Genera and Geographical Regions

(2016) Lina Mtwana Nordlund et al.   PLoS One

Integrating field survey data with satellite image data to improve shallow water seagrass maps: the role of AUV and snorkeller surveys?

(2015) Chris Roelfsema et al.   Remote Sensing Letters

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

Multi-temporal mapping of seagrass cover, species and biomass: A semi-automated object based image analysis approach

(2014) Chris M. Roelfsema et al.   REMOTE SENSING OF ENVIRONMENT

A protocol for improving mapping and assessing of seagrass abundance along the West Central Coast of Florida using Landsat TM and EO-1 ALI/Hyperion images

(2013) Ruiliang Pu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Evaluating the capabilities of Sentinel-2 for quantitative estimation of biophysical variables in vegetation

(2013) William James Frampton et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

Gradient boosting machines, a tutorial

(2013) Alexey Natekin et al.   Frontiers in Neurorobotics

The use of remote sensing in soil and terrain mapping — A review

(2011) V.L. Mulder et al.   GEODERMA

Evaluation of Sentinel-2 Red-Edge Bands for Empirical Estimation of Green LAI and Chlorophyll Content

(2011) Jesús Delegido et al.   SENSORS

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND 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

Development of a two-band enhanced vegetation index without a blue band

(2008) Z JIANG et al.   REMOTE SENSING OF ENVIRONMENT

Comparison of particle swarm optimization and genetic algorithm for FACTS-based controller design

(2007) Sidhartha Panda et al.   APPLIED SOFT COMPUTING