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

Global declines in human‐driven mangrove loss

(2020) Liza Goldberg et al.   GLOBAL CHANGE BIOLOGY

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

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

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

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

Classification of Mangrove Species Using Combined WordView-3 and LiDAR Data in Mai Po Nature Reserve, Hong Kong

(2019) Qiaosi Li et al.   Remote Sensing

Finer Resolution Estimation and Mapping of Mangrove Biomass Using UAV LiDAR and WorldView-2 Data

(2019) Qiu et al.   Forests

Decadal trends in mangrove and pond aquaculture cover on Hainan (China) since 1966: mangrove loss, fragmentation and associated biogeochemical changes

(2019) Lucia S. Herbeck et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Potential of texture metrics derived from high-resolution PLEIADES satellite data for quantifying aboveground carbon of Kandelia candel mangrove forests in Southeast China

(2018) Min Wang et al.   WETLANDS ECOLOGY AND MANAGEMENT

Artificial Mangrove Species Mapping Using Pléiades-1: An Evaluation of Pixel-Based and Object-Based Classifications with Selected Machine Learning Algorithms

(2018) Dezhi Wang 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

Using recursive feature elimination in random forest to account for correlated variables in high dimensional data

(2018) Burcu F. Darst et al.   BMC GENETICS

Rapid Invasion of Spartina alterniflora in the Coastal Zone of Mainland China: New Observations from Landsat OLI Images

(2018) Mingyue Liu et al.   Remote Sensing

Comparison of UAV and WorldView-2 imagery for mapping leaf area index of mangrove forest

(2017) Jinyan Tian 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

Monitoring mangrove biomass change in Vietnam using SPOT images and an object-based approach combined with machine learning algorithms

(2017) Lien T.H. Pham et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Northern Conifer Forest Species Classification Using Multispectral Data Acquired from an Unmanned Aerial Vehicle

(2017) Steven E. Franklin et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Remote estimation of soil organic matter content in the Sanjiang Plain, Northest China: The optimal band algorithm versus the GRA-ANN model

(2016) Xiuliang Jin et al.   AGRICULTURAL AND FOREST METEOROLOGY

UAVs as remote sensing platform in glaciology: Present applications and future prospects

(2016) Anshuman Bhardwaj et al.   REMOTE SENSING OF ENVIRONMENT

Quantifying mangrove chlorophyll from high spatial resolution imagery

(2015) Muditha K. Heenkenda et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Textural–Spectral Feature-Based Species Classification of Mangroves in Mai Po Nature Reserve from Worldview-3 Imagery

(2015) Ting Wang et al.   Remote Sensing

Mangrove Species Identification: Comparing WorldView-2 with Aerial Photographs

(2014) Muditha Heenkenda et al.   Remote Sensing

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

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

Exploration of Loggerhead Shrike Habitats in Grassland National Park of Canada Based on in Situ Measurements and Satellite-Derived Adjusted Transformed Soil-Adjusted Vegetation Index (ATSAVI)

(2013) Li Shen et al.   Remote Sensing

Application of multi-scale remote sensing imagery to detection and hazard analysis

(2012) C. C. Liu et al.   NATURAL HAZARDS

Pre-processing of high resolution satellite images for sea bottom classification

(2012) Monica Deidda   RIVISTA ITALIANA DI TELERILEVAMENTO

A review of remote sensing methods for biomass feedstock production

(2011) T. Ahamed et al.   BIOMASS & BIOENERGY

An investigation into robust spectral indices for leaf chlorophyll estimation

(2011) Russell Main et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mangrove species and stand mapping in Gazi bay (Kenya) using quickbird satellite imagery

(2011) G. Neukermans et al.   Journal of Spatial Science

Seasonal changes in leaf chlorophyll a content and morphology in a sub-tropical mangrove forest of the Mexican Pacific

(2011) F Flores-de-Santiago et al.   MARINE ECOLOGY PROGRESS SERIES

Mangroves among the most carbon-rich forests in the tropics

(2011) Daniel C. Donato et al.   Nature Geoscience

A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

(2011) Dennis C. Duro et al.   REMOTE SENSING OF ENVIRONMENT

A review of hyperspectral remote sensing and its application in vegetation and water resource studies

(2011) M Govender et al.   WATER SA

Remote Sensing of Mangrove Ecosystems: A Review

(2011) Claudia Kuenzer et al.   Remote Sensing

The value of estuarine and coastal ecosystem services

(2010) Edward B. Barbier et al.   ECOLOGICAL MONOGRAPHS

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

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

Estimating chlorophyll content from hyperspectral vegetation indices: Modeling and validation

(2008) Chaoyang Wu et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

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