Exploring the Potential of WorldView-2 Red-Edge Band-Based Vegetation Indices for Estimation of Mangrove Leaf Area Index with Machine Learning Algorithms
出版年份 2017 全文链接
标题
Exploring the Potential of WorldView-2 Red-Edge Band-Based Vegetation Indices for Estimation of Mangrove Leaf Area Index with Machine Learning Algorithms
作者
关键词
-
出版物
Remote Sensing
Volume 9, Issue 10, Pages 1060
出版商
MDPI AG
发表日期
2017-10-18
DOI
10.3390/rs9101060
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- (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
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- (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
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- (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
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- (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
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- (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
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