Object-based random forest classification of Landsat ETM+ and WorldView-2 satellite imagery for mapping lowland native grassland communities in Tasmania, Australia

International Journal of Applied Earth Observation and Geoinformation ◽

10.1016/j.jag.2017.11.006 ◽

2018 ◽

Vol 66 ◽

pp. 46-55 ◽

Cited By ~ 22

Author(s):

Bethany Melville ◽

Arko Lucieer ◽

Jagannath Aryal

Keyword(s):

Random Forest ◽

Satellite Imagery ◽

Random Forest Classification ◽

Forest Classification ◽

Object Based ◽

Native Grassland ◽

Grassland Communities

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Spatial sampling effect on data structure and Random Forest classification of tissue types in High Definition and Standard Definition FT-IR imaging

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2021.104407 ◽

2021 ◽

pp. 104407

Author(s):

Danuta Liberda ◽

Karolina Kosowska ◽

Paulina Koziol ◽

Tomasz P. Wrobel

Keyword(s):

Data Structure ◽

Random Forest ◽

Spatial Sampling ◽

High Definition ◽

Standard Definition ◽

Sampling Effect ◽

Random Forest Classification ◽

Forest Classification ◽

Ft Ir

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Random forest classification of salt marsh vegetation habitats using quad-polarimetric airborne SAR, elevation and optical RS data

Remote Sensing of Environment ◽

10.1016/j.rse.2014.04.010 ◽

2014 ◽

Vol 149 ◽

pp. 118-129 ◽

Cited By ~ 108

Author(s):

Sybrand van Beijma ◽

Alexis Comber ◽

Alistair Lamb

Keyword(s):

Salt Marsh ◽

Random Forest ◽

Salt Marsh Vegetation ◽

Marsh Vegetation ◽

Random Forest Classification ◽

Forest Classification ◽

Airborne Sar

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Land cover mapping based on random forest classification of multitemporal spectral and thermal images

Environmental Monitoring and Assessment ◽

10.1007/s10661-015-4489-3 ◽

2015 ◽

Vol 187 (5) ◽

Cited By ~ 46

Author(s):

Vahid Eisavi ◽

Saeid Homayouni ◽

Ahmad Maleknezhad Yazdi ◽

Abbas Alimohammadi

Keyword(s):

Random Forest ◽

Land Cover ◽

Land Cover Mapping ◽

Thermal Images ◽

Random Forest Classification ◽

Forest Classification

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Object-based random forest classification for detecting plastic-mulched landcover from Gaofen-2 and Landsat-8 OLI fused data

2019 8th International Conference on Agro-Geoinformatics (Agro-Geoinformatics) ◽

10.1109/agro-geoinformatics.2019.8820632 ◽

2019 ◽

Author(s):

Chuang Wang ◽

Lizhen Lu

Keyword(s):

Random Forest ◽

Landsat 8 ◽

Landsat 8 Oli ◽

Random Forest Classification ◽

Forest Classification ◽

Object Based

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Object-based random forest classification for informal settlements identification in the Middle East: Jeddah a case study

International Journal of Remote Sensing ◽

10.1080/01431161.2020.1718237 ◽

2020 ◽

Vol 41 (11) ◽

pp. 4421-4445 ◽

Cited By ~ 2

Author(s):

Ahmad Fallatah ◽

Simon Jones ◽

David Mitchell

Keyword(s):

Random Forest ◽

Middle East ◽

Informal Settlements ◽

Random Forest Classification ◽

Forest Classification ◽

Object Based

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Random forest classification of crop type using multi-temporal TerraSAR-X dual-polarimetric data

Remote Sensing Letters ◽

10.1080/2150704x.2014.889863 ◽

2014 ◽

Vol 5 (2) ◽

pp. 157-164 ◽

Cited By ~ 69

Author(s):

Rei Sonobe ◽

Hiroshi Tani ◽

Xiufeng Wang ◽

Nobuyuki Kobayashi ◽

Hideki Shimamura

Keyword(s):

Random Forest ◽

Random Forest Classification ◽

Forest Classification ◽

Crop Type ◽

Multi Temporal

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Threshold Based Stochastic Regression Model with Gabor Filter for Segmentation and Random Forest Classification of Lung Cancer

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2019.8095 ◽

2019 ◽

Vol 16 (4) ◽

pp. 1666-1673

Author(s):

S Srimathi ◽

G Yamuna ◽

R Nanmaran

Keyword(s):

Lung Cancer ◽

Random Forest ◽

Regression Model ◽

Gabor Filter ◽

Random Forest Classification ◽

Forest Classification ◽

Stochastic Regression

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Random Forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture

Remote Sensing of Environment ◽

10.1016/j.rse.2011.12.003 ◽

2012 ◽

Vol 121 ◽

pp. 93-107 ◽

Cited By ~ 282

Author(s):

V.F. Rodriguez-Galiano ◽

M. Chica-Olmo ◽

F. Abarca-Hernandez ◽

P.M. Atkinson ◽

C. Jeganathan

Keyword(s):

Random Forest ◽

Land Cover ◽

Random Forest Classification ◽

Forest Classification

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Random Forest Classification of Remote Sensing Data

Signal and Image Processing for Remote Sensing ◽

10.1201/9781420003130.ch15 ◽

2006 ◽

Author(s):

Johann es Sveinss on ◽

Sveinn Joelsson ◽

Jon Bene dikts son

Keyword(s):

Remote Sensing ◽

Random Forest ◽

Remote Sensing Data ◽

Random Forest Classification ◽

Sensing Data ◽

Forest Classification

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Random forest classification of depression status based on subcortical brain morphometry following electroconvulsive therapy

2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi.2015.7163824 ◽

2015 ◽

Cited By ~ 5

Author(s):

Benjamin S. C. Wade ◽

Shantanu H. Joshi ◽

Tara Pirnia ◽

Amber M. Leaver ◽

Roger P. Woods ◽

...

Keyword(s):

Random Forest ◽

Electroconvulsive Therapy ◽

Random Forest Classification ◽

Brain Morphometry ◽

Subcortical Brain ◽

Forest Classification ◽

Depression Status

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