Mangrove Ecosystem Mapping Using Sentinel-1 and Sentinel-2 Satellite Images and Random Forest Algorithm in Google Earth Engine

Wildfire Damage Assessment over Australia Using Sentinel-2 Imagery and MODIS Land Cover Product within the Google Earth Engine Cloud Platform

(2021) Seyd Teymoor Seydi et al.   Remote Sensing

Large-Scale High-Resolution Coastal Mangrove Forests Mapping Across West Africa With Machine Learning Ensemble and Satellite Big Data

(2021) Xue Liu et al.   Frontiers in Earth Science

Relationship Between Tree Size, Sediment Mud Content, Oxygen Levels, and Pneumatophore Abundance in the Mangrove Tree Species Avicennia Marina (Forssk.) Vierh

(2021) Jassim A. Al-Khayat et al.   Journal of Marine Science and Engineering

Land Use Classification of VHR Images for Mapping Small-Sized Abandoned Citrus Plots by Using Spectral and Textural Information

(2021) Sergio Morell-Monzó et al.   Remote Sensing

Eleven Years of Mangrove–Mudflat Dynamics on the Mud Volcano-Induced Prograding Delta in East Java, Indonesia: Integrating UAV and Satellite Imagery

(2021) Sebrian Mirdeklis Beselly et al.   Remote Sensing

A cloud computing-based approach to mapping mangrove erosion and progradation: Case studies from the Sundarbans and French Guiana

(2020) Radhika Bhargava et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Mapping coastal wetlands of China using time series Landsat images in 2018 and Google Earth Engine

(2020) Xinxin Wang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Development and application of a new mangrove vegetation index (MVI) for rapid and accurate mangrove mapping

(2020) Alvin B. Baloloy et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Threshold optimization for F measure of macro-averaged precision and recall

(2020) Anna Berger et al.   PATTERN RECOGNITION

Multi-Decadal Changes in Mangrove Extent, Age and Species in the Red River Estuaries of Viet Nam

(2020) Nguyen Hong Quang et al.   Remote Sensing

Improved land cover map of Iran using Sentinel imagery within Google Earth Engine and a novel automatic workflow for land cover classification using migrated training samples

(2020) Arsalan Ghorbanian et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Spatial modeling of exposure of mangrove ecosystems to multiple environmental hazards

(2020) Davood Mafi-Gholami et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Land Cover Classification in Mangrove Ecosystems Based on VHR Satellite Data and Machine Learning—An Upscaling Approach

(2020) Neda Bihamta Toosi et al.   Remote Sensing

A Google Earth Engine Tool to Investigate, Map and Monitor Volcanic Thermal Anomalies at Global Scale by Means of Mid-High Spatial Resolution Satellite Data

(2020) Nicola Genzano et al.   Remote Sensing

A Hybrid Data Balancing Method for Classification of Imbalanced Training Data within Google Earth Engine: Case Studies from Mountainous Regions

(2020) Amin Naboureh et al.   Remote Sensing

Mapping coastal ecosystems and features using a low-cost standard drone: case study, Nayband Bay, Persian gulf, Iran

(2020) Keivan Kabiri   JOURNAL OF COASTAL CONSERVATION

Species Composition and Functional Traits of Macrofauna in Different Mangrove Habitats in the Persian Gulf

(2020) Parima Hajializadeh et al.   Frontiers in Marine Science

A large-scale change monitoring of wetlands using time series Landsat imagery on Google Earth Engine: a case study in Newfoundland

(2020) M. Mahdianpari et al.   GIScience & Remote Sensing

Clustering-Based Band Selection Using Structural Similarity Index and Entropy for Hyperspectral Image Classification

(2020) Arsalan Ghorbanian et al.   Traitement du Signal

Non-Timber Forest Product Livelihood-Focused Interventions in Support of Mangrove Restoration: A Call to Action

(2020) Adolphe O. Debrot et al.   Forests

Probabilistic Mangrove Species Mapping with Multiple-Source Remote-Sensing Datasets Using Label Distribution Learning in Xuan Thuy National Park, Vietnam

(2020) Junshi Xia et al.   Remote Sensing

The Google Earth Engine Mangrove Mapping Methodology (GEEMMM)

(2020) J. Maxwell M. Yancho et al.   Remote Sensing

Priorities and Interactions of Sustainable Development Goals (SDGs) with Focus on Wetlands

(2019) Fernando Jaramillo et al.   Water

Integrating UAV optical imagery and LiDAR data for assessing the spatial relationship between mangrove and inundation across a subtropical estuarine wetland

(2019) Xudong Zhu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Canadian Wetland Inventory using Google Earth Engine: The First Map and Preliminary Results

(2019) Meisam Amani et al.   Remote Sensing

Comparing different classification algorithms for monitoring mangrove cover changes in southern Iran

(2019) Neda Bihamta Toosi et al.   Global Ecology and Conservation

Improvement of Remote Sensing-Based Assessment of Defoliation of Pinus spp. Caused by Thaumetopoea Pityocampa Denis and Schiffermüller and Related Environmental Drivers in Southeastern Spain

(2019) Pérez-Romero et al.   Remote Sensing

A review of remote sensing for mangrove forests: 1956–2018

(2019) Le Wang et al.   REMOTE SENSING OF ENVIRONMENT

Mangrove trees survive partial sediment burial by developing new roots and adapting their root, branch and stem anatomy

(2019) Judith Auma Okello et al.   TREES-STRUCTURE AND FUNCTION

A dynamic classification scheme for mapping spectrally similar classes: Application to wetland classification

(2019) Sahel Mahdavi et al.   International Journal of Applied Earth Observation and Geoinformation

Mangrove regional feedback to sea level rise and drought intensity at the end of the 21st century

(2019) Davood Mafi-Gholami et al.   ECOLOGICAL INDICATORS

Mapping large-area tidal flats without the dependence on tidal elevations: A case study of Southern China

(2019) Chuanpeng Zhao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Evaluating Combinations of Sentinel-2 Data and Machine-Learning Algorithms for Mangrove Mapping in West Africa

(2019) Pinki Mondal et al.   Remote Sensing

Rapidly diminishing mangrove forests in Myanmar (Burma): a review

(2018) Bijeesh Kozhikkodan Veettil et al.   HYDROBIOLOGIA

A Multiple Classifier System to improve mapping complex land covers: a case study of wetland classification using SAR data in Newfoundland, Canada

(2018) Meisam Amani et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Conservation and restoration of mangroves: Global status, perspectives, and prognosis

(2018) Stephanie S. Romañach et al.   OCEAN & COASTAL MANAGEMENT

Contamination of polybrominated diphenyl ethers (PBDEs) in urban mangroves of Southern China

(2018) Minwei Chai et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Object-Based Mangrove Species Classification Using Unmanned Aerial Vehicle Hyperspectral Images and Digital Surface Models

(2018) Jingjing Cao et al.   Remote Sensing

Mapping Mangroves Extents on the Red Sea Coastline in Egypt using Polarimetric SAR and High Resolution Optical Remote Sensing Data

(2018) Ayman Abdel-Hamid et al.   Sustainability

Satellite remote sensing to monitor mangrove forest resilience and resistance to sea level rise

(2018) Clare Duncan et al.   Methods in Ecology and Evolution

An unsupervised feature extraction method based on band correlation clustering for hyperspectral image classification using limited training samples

(2018) Arsalan Ghorbanian et al.   Remote Sensing Letters

Mapping distribution of Sundarban mangroves using Sentinel-2 data and new spectral metric for detecting their health condition

(2018) Sudip Manna et al.   Geocarto International

Evaluating the Performance of Sentinel-2, Landsat 8 and Pléiades-1 in Mapping Mangrove Extent and Species

(2018) Dezhi Wang et al.   Remote Sensing

The Global Mangrove Watch—A New 2010 Global Baseline of Mangrove Extent

(2018) Pete Bunting et al.   Remote Sensing

Spatial modeling of litter and soil carbon stocks on forest land in the conterminous United States

(2018) Baijing Cao et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Multivariate curve resolution of organic pollution patterns in mangrove forest sediment from Qeshm Island and Khamir Port—Persian Gulf, Iran

(2017) Mahsa Dadashi et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Wetland classification in Newfoundland and Labrador using multi-source SAR and optical data integration

(2017) Meisam Amani et al.   GIScience & Remote Sensing

On the Effect of Spatially Non-Disjoint Training and Test Samples on Estimated Model Generalization Capabilities in Supervised Classification With Spatial Features

(2017) Christian Geib et al.   IEEE Geoscience and Remote Sensing Letters

Monitoring mangrove forests: Are we taking full advantage of technology?

(2017) Nicolás Younes Cárdenas et al.   International Journal of Applied Earth Observation and Geoinformation

A mangrove forest map of China in 2015: Analysis of time series Landsat 7/8 and Sentinel-1A imagery in Google Earth Engine cloud computing platform

(2017) Bangqian Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Large-scale dieback of mangroves in Australia

(2017) Norman C. Duke et al.   MARINE AND FRESHWATER RESEARCH

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

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

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

Is the Geographic Range of Mangrove Forests in the Conterminous United States Really Expanding?

(2016) Chandra Giri et al.   SENSORS

Observation and Monitoring of Mangrove Forests Using Remote Sensing: Opportunities and Challenges

(2016) Chandra Giri   Remote Sensing

Mangrove Range Expansion Rapidly Increases Coastal Wetland Carbon Storage

(2015) Cheryl L. Doughty et al.   Estuaries and Coasts

Mangrove biomass carbon stock mapping of the Karimunjawa Islands using multispectral remote sensing

(2015) Pramaditya Wicaksono et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The vulnerability of Indo-Pacific mangrove forests to sea-level rise

(2015) Catherine E. Lovelock et al.   NATURE

Mangrove root: adaptations and ecological importance

(2015) Sandhya Srikanth et al.   TREES-STRUCTURE AND FUNCTION

Next generation of global land cover characterization, mapping, and monitoring

(2013) C. Giri et al.   International Journal of Applied Earth Observation and Geoinformation

Neural Network Classification of Mangrove Species from Multi-seasonal Ikonos Imagery

(2013) Le Wang et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Sentinels for science: Potential of Sentinel-1, -2, and -3 missions for scientific observations of ocean, cryosphere, and land

(2012) Zbyněk Malenovský et al.   REMOTE SENSING OF ENVIRONMENT

GMES Sentinel-1 mission

(2012) Ramon Torres et al.   REMOTE SENSING OF ENVIRONMENT

Remote Sensing of Mangrove Ecosystems: A Review

(2011) Claudia Kuenzer et al.   Remote Sensing

Status and distribution of mangrove forests of the world using earth observation satellite data

(2010) C. Giri et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Sampling designs for accuracy assessment of land cover

(2009) Stephen V. Stehman   INTERNATIONAL JOURNAL OF REMOTE SENSING