Combining UAV-based hyperspectral and LiDAR data for mangrove species classification using the rotation forest algorithm

Rapid, robust, and automated mapping of tidal flats in China using time series Sentinel-2 images and Google Earth Engine

(2021) Mingming Jia et al.   REMOTE SENSING OF ENVIRONMENT

High-Resolution Mangrove Forests Classification with Machine Learning Using Worldview and UAV Hyperspectral Data

(2021) Yufeng Jiang et al.   Remote Sensing

Mapping multi-layered mangroves from multispectral, hyperspectral, and LiDAR data

(2021) Qiaosi Li et al.   REMOTE SENSING OF ENVIRONMENT

UAV-hyperspectral imaging of spectrally complex environments

(2020) Bikram Pratap Banerjee et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

GF-5 Hyperspectral Data for Species Mapping of Mangrove in Mai Po, Hong Kong

(2020) Luoma Wan et al.   Remote Sensing

Coastal Wetland Mapping Using Ensemble Learning Algorithms: A Comparative Study of Bagging, Boosting and Stacking Techniques

(2020) Li Wen et al.   Remote Sensing

Integration of GF2 Optical, GF3 SAR, and UAV Data for Estimating Aboveground Biomass of China’s Largest Artificially Planted Mangroves

(2020) Yuanhui Zhu et al.   Remote Sensing

WHU-Hi: UAV-borne hyperspectral with high spatial resolution (H2) benchmark datasets and classifier for precise crop identification based on deep convolutional neural network with CRF

(2020) Yanfei Zhong et al.   REMOTE SENSING OF ENVIRONMENT

Tropical forest canopy height estimation from combined polarimetric SAR and LiDAR using machine-learning

(2020) Maryam Pourshamsi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Quantifying plant-soil-nutrient dynamics in rangelands: Fusion of UAV hyperspectral-LiDAR, UAV multispectral-photogrammetry, and ground-based LiDAR-digital photography in a shrub-encroached desert grassland

(2020) Joel B. Sankey et al.   REMOTE SENSING OF ENVIRONMENT

Remote Sensing Approaches for Monitoring Mangrove Species, Structure, and Biomass: Opportunities and Challenges

(2019) Tien Pham et al.   Remote Sensing

Individual mangrove tree measurement using UAV-based LiDAR data: Possibilities and challenges

(2019) Dameng Yin et al.   REMOTE SENSING OF ENVIRONMENT

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

LiDAR-derived topography and forest structure predict fine-scale variation in daily surface temperatures in oak savanna and conifer forest landscapes

(2019) Frank W. Davis et al.   AGRICULTURAL AND FOREST METEOROLOGY

Combining GF-2 and RapidEye satellite data for mapping mangrove species using ensemble machine-learning methods

(2019) Liheng Peng et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Tree Species Classification in a Highly Diverse Subtropical Forest Integrating UAV-Based Photogrammetric Point Cloud and Hyperspectral Data

(2019) Camile Sothe et al.   Remote Sensing

The State of the World's Mangrove Forests: Past, Present, and Future

(2019) Daniel A. Friess et al.   Annual Review of Environment and Resources

Flat-field calibration method for hyperspectral frame cameras

(2019) Alexander Kokka et al.   METROLOGIA

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

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

A New Vegetation Index to Detect Periodically Submerged Mangrove Forest Using Single-Tide Sentinel-2 Imagery

(2019) Jia et al.   Remote Sensing

Tree species classification in a temperate mixed forest using a combination of imaging spectroscopy and airborne laser scanning

(2019) Hossein Torabzadeh et al.   AGRICULTURAL AND FOREST METEOROLOGY

Structural characterisation of mangrove forests achieved through combining multiple sources of remote sensing data

(2019) Richard Lucas et al.   REMOTE SENSING OF ENVIRONMENT

A Technique for Subpixel Analysis of Dynamic Mangrove Ecosystems With Time-Series Hyperspectral Image Data

(2018) Somdatta Chakravortty et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Aerial Mapping of Forests Affected by Pathogens Using UAVs, Hyperspectral Sensors, and Artificial Intelligence

(2018) Juan Sandino et al.   SENSORS

Potential of Combining Optical and Dual Polarimetric SAR Data for Improving Mangrove Species Discrimination Using Rotation Forest

(2018) Hongsheng Zhang et al.   Remote Sensing

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

(2018) Jingjing Cao et al.   Remote Sensing

Evaluation of SVM, ELM and four tree-based ensemble models for predicting daily reference evapotranspiration using limited meteorological data in different climates of China

(2018) Junliang Fan et al.   AGRICULTURAL AND FOREST METEOROLOGY

Monitoring loss and recovery of mangrove forests during 42 years: The achievements of mangrove conservation in China

(2018) Mingming Jia et al.   International Journal of Applied Earth Observation and Geoinformation

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

Mini-UAV-Borne Hyperspectral Remote Sensing: From Observation and Processing to Applications

(2018) Yanfei Zhong et al.   IEEE Geoscience and Remote Sensing Magazine

A Review of Wetland Remote Sensing

(2017) Meng Guo et al.   SENSORS

The Rotation Forest algorithm and object-based classification method for land use mapping through UAV images

(2017) Özlem Akar   Geocarto International

Classification of Tree Species in a Diverse African Agroforestry Landscape Using Imaging Spectroscopy and Laser Scanning

(2017) Rami Piiroinen et al.   Remote Sensing

Minimum Noise Fraction versus Principal Component Analysis as a Preprocessing Step for Hyperspectral Imagery Denoising

(2016) Guangchun Luo et al.   CANADIAN JOURNAL OF REMOTE SENSING

Urban Tree Species Mapping Using Airborne LiDAR and Hyperspectral Data

(2016) Yuanyong Dian et al.   Journal of the Indian Society of Remote Sensing

The use of logistic model tree (LMT) for pixel- and object-based classifications using high-resolution WorldView-2 imagery

(2016) Ismail Colkesen et al.   Geocarto International

Minimum Noise Fraction versus Principal Component Analysis as a Preprocessing Step for Hyperspectral Imagery Denoising

(2016) Guangchun Luo et al.   CANADIAN JOURNAL OF REMOTE SENSING

Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance

(2015) Helge Aasen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Training set size, scale, and features in Geographic Object-Based Image Analysis of very high resolution unmanned aerial vehicle imagery

(2015) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Random Forest and Rotation Forest for fully polarized SAR image classification using polarimetric and spatial features

(2015) Peijun Du et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Retrieval of Mangrove Aboveground Biomass at the Individual Species Level with WorldView-2 Images

(2015) Yuanhui Zhu et al.   Remote Sensing

Classification of tree species based on structural features derived from high density LiDAR data

(2013) Jili Li et al.   AGRICULTURAL AND FOREST METEOROLOGY

Mangrove expansion and salt marsh decline at mangrove poleward limits

(2013) Neil Saintilan et al.   GLOBAL CHANGE BIOLOGY

Hyperspectral Remote Sensing Image Classification Based on Rotation Forest

(2013) Junshi Xia et al.   IEEE Geoscience and Remote Sensing Letters

A framework for mapping tree species combining hyperspectral and LiDAR data: Role of selected classifiers and sensor across three spatial scales

(2013) Aniruddha Ghosh et al.   International Journal of Applied Earth Observation and Geoinformation

Detecting Sirex noctilio grey-attacked and lightning-struck pine trees using airborne hyperspectral data, random forest and support vector machines classifiers

(2013) Elfatih M. Abdel-Rahman et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Discrimination of Tropical Mangroves at the Species Level with EO-1 Hyperion Data

(2013) Werapong Koedsin et al.   Remote Sensing

Hyperspectral Data for Mangrove Species Mapping: A Comparison of Pixel-Based and Object-Based Approach

(2011) Muhammad Kamal 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

Mangrove forests: Resilience, protection from tsunamis, and responses to global climate change

(2007) Daniel M. Alongi   ESTUARINE COASTAL AND SHELF SCIENCE