Exploring the Potential of WorldView-2 Red-Edge Band-Based Vegetation Indices for Estimation of Mangrove Leaf Area Index with Machine Learning Algorithms

Assessing the potential of multi-seasonal WorldView-2 imagery for mapping West African agroforestry tree species

(2016) Martin Karlson et al.   International Journal of Applied Earth Observation and Geoinformation

Assessment of multi-resolution image data for mangrove leaf area index mapping

(2016) Muhammad Kamal et al.   REMOTE SENSING OF ENVIRONMENT

Processes controlling the seasonal and spatial variations in sulfate profiles in the pore water of the sediments surrounding Qi'ao Island, Pearl River Estuary, Southern China

(2015) Zijun Wu et al.   CONTINENTAL SHELF RESEARCH

Influence of woody tissue and leaf clumping on vertically resolved leaf area index and angular gap probability estimates

(2015) Arndt Piayda et al.   FOREST ECOLOGY AND MANAGEMENT

Monitoring grass nutrients and biomass as indicators of rangeland quality and quantity using random forest modelling and WorldView-2 data

(2015) Abel Ramoelo et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping forest leaf area index using reflectance and textural information derived from WorldView-2 imagery in a mixed natural forest area in Florida, US

(2015) Ruiliang Pu et al.   International Journal of Applied Earth Observation and Geoinformation

Comparison of different regression models and validation techniques for the assessment of wheat leaf area index from hyperspectral data

(2015) Bastian Siegmann et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Quantifying mangrove chlorophyll from high spatial resolution imagery

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

Capability of models to predict leaf N and P across four seasons for six sub-tropical forest evergreen trees

(2015) H. van Deventer et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multi-method ensemble selection of spectral bands related to leaf biochemistry

(2015) Hannes Feilhauer et al.   REMOTE SENSING OF ENVIRONMENT

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

(2015) Yuanhui Zhu et al.   Remote Sensing

Estimation of Canopy Nitrogen Concentration Across C3 and C4 Grasslands Using WorldView-2 Multispectral Data

(2014) Clement Adjorlolo et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Mapping canopy gaps in an indigenous subtropical coastal forest using high-resolution WorldView-2 data

(2014) Oupa Malahlela et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Estimating standing biomass in papyrus (Cyperus papyrus L.) swamp: exploratory of in situ hyperspectral indices and random forest regression

(2014) Elhadi Adam et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Exploring the effects of biophysical parameters on the spatial pattern of rare cold damage to mangrove forests

(2014) Kai Liu et al.   REMOTE SENSING OF ENVIRONMENT

Importance of sample size, data type and prediction method for remote sensing-based estimations of aboveground forest biomass

(2014) F.E. Fassnacht et al.   REMOTE SENSING OF ENVIRONMENT

Intra-and-Inter Species Biomass Prediction in a Plantation Forest: Testing the Utility of High Spatial Resolution Spaceborne Multispectral RapidEye Sensor and Advanced Machine Learning Algorithms

(2014) Timothy Dube et al.   SENSORS

Performance Evaluation of Machine Learning Algorithms for Urban Pattern Recognition from Multi-spectral Satellite Images

(2014) Marc Wieland et al.   Remote Sensing

Geological mapping using remote sensing data: A comparison of five machine learning algorithms, their response to variations in the spatial distribution of training data and the use of explicit spatial information

(2013) Matthew J. Cracknell et al.   COMPUTERS & GEOSCIENCES

Applications of ALOS PALSAR for monitoring biophysical parameters of a degraded black mangrove (Avicennia germinans) forest

(2013) J.M. Kovacs et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessing the effects of subtropical forest fragmentation on leaf nitrogen distribution using remote sensing data

(2013) Moses Azong Cho et al.   LANDSCAPE ECOLOGY

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

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

Combining Hyperspectral and Radar Imagery for Mangrove Leaf Area Index Modeling

(2013) Frankie K. K. Wong et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Bayesian object-based estimation of LAI and chlorophyll from a simulated Sentinel-2 top-of-atmosphere radiance image

(2013) Valérie C.E. Laurent et al.   REMOTE SENSING OF ENVIRONMENT

Compositional Effects of Sea-Level Rise in a Patchy Landscape: The Dynamics of Tree Islands in the Southeastern Coastal Everglades

(2013) M. S. Ross et al.   WETLANDS

The influence of seasonality in estimating mangrove leaf chlorophyll-a content from hyperspectral data

(2013) Francisco Flores-de-Santiago et al.   WETLANDS ECOLOGY AND MANAGEMENT

Interpretation of Forest Resources at the Individual Tree Level at Purple Mountain, Nanjing City, China, Using WorldView-2 Imagery by Combining GPS, RS and GIS Technologies

(2013) Songqiu Deng et al.   Remote Sensing

Leaf Area Index (LAI) Estimation in Boreal Mixedwood Forest of Ontario, Canada Using Light Detection and Ranging (LiDAR) and WorldView-2 Imagery

(2013) Graham Pope et al.   Remote Sensing

Retrieval of spinach crop parameters by microwave remote sensing with back propagation artificial neural networks: A comparison of different transfer functions

(2012) Rajendra Prasad et al.   ADVANCES IN SPACE RESEARCH

High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm

(2012) Onisimo Mutanga et al.   International Journal of Applied Earth Observation and Geoinformation

Hyperspectral analysis of mangrove foliar chemistry using PLSR and support vector regression

(2012) Christoffer Axelsson et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Retrospective retrieval of long-term consistent global leaf area index (1981-2011) from combined AVHRR and MODIS data

(2012) Yang Liu et al.   JOURNAL OF GEOPHYSICAL RESEARCH

A comparative analysis of high spatial resolution IKONOS and WorldView-2 imagery for mapping urban tree species

(2012) Ruiliang Pu et al.   REMOTE SENSING OF ENVIRONMENT

Improved Forest Biomass and Carbon Estimations Using Texture Measures from WorldView-2 Satellite Data

(2012) Sandra Eckert   Remote Sensing

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Carbon sequestration in mangrove forests

(2012) Daniel M Alongi   Carbon Management

Predicting forest structural parameters using the image texture derived from WorldView-2 multispectral imagery in a dryland forest, Israel

(2011) Ibrahim Ozdemir et al.   International Journal of Applied Earth Observation and Geoinformation

Object-based crop identification using multiple vegetation indices, textural features and crop phenology

(2011) José M. Peña-Barragán et al.   REMOTE SENSING OF ENVIRONMENT

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

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

Support vector machines in remote sensing: A review

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

A new landscape index for quantifying urban expansion using multi-temporal remotely sensed data

(2010) Xiaoping Liu et al.   LANDSCAPE ECOLOGY

Comparison and evaluation of Medium Resolution Imaging Spectrometer leaf area index products across a range of land use

(2010) Francis Canisius et al.   REMOTE SENSING OF ENVIRONMENT

Assessing Distribution Patterns, Extent, and Current Condition of Northwest Mexico Mangroves

(2010) Arturo Ruiz-Luna et al.   WETLANDS

An Assessment of Mangroves in Guinea, West Africa, Using a Field and Remote Sensing Based Approach

(2010) John M. Kovacs et al.   WETLANDS

Leaf Area Index derivation from hyperspectral vegetation indicesand the red edge position

(2009) R. Darvishzadeh et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Mangroves protected villages and reduced death toll during Indian super cyclone

(2009) S. Das et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The habitat function of mangroves for terrestrial and marine fauna: A review

(2008) I. Nagelkerken et al.   AQUATIC BOTANY

Simulating complex urban development using kernel-based non-linear cellular automata

(2008) Xiaoping Liu et al.   ECOLOGICAL MODELLING

Evaluating the condition of a mangrove forest of the Mexican Pacific based on an estimated leaf area index mapping approach

(2008) J. M. Kovacs et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

The Use of Multipolarized Spaceborne SAR Backscatter for Monitoring the Health of a Degraded Mangrove Forest

(2008) John M. Kovacs et al.   JOURNAL OF COASTAL RESEARCH

Identification of gaps in mangrove forests with airborne LIDAR

(2008) Keqi Zhang   REMOTE SENSING OF ENVIRONMENT

Monitoring mangrove forest changes using remote sensing and GIS data with decision-tree learning

(2008) Kai Liu et al.   WETLANDS

Mapping leaf chlorophyll and leaf area index using inverse and forward canopy reflectance modeling and SPOT reflectance data

(2007) R HOUBORG et al.   REMOTE SENSING OF ENVIRONMENT

Seasonal variations of leaf area index of agricultural fields retrieved from Landsat data

(2007) M.C. González-Sanpedro et al.   REMOTE SENSING OF ENVIRONMENT