A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring

Neha Joshi; Matthias Baumann; Andrea Ehammer; Rasmus Fensholt; Kenneth Grogan; Patrick Hostert; Martin Rudbeck Jepsen; Tobias Kuemmerle; Patrick Meyfroidt; Edward T. A. Mitchard; Johannes Reiche; Casey M. Ryan; Bjoern Waske

doi:10.3390/rs8010070

A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring

Neha Joshi, Matthias Baumann, Andrea Ehammer, Rasmus Fensholt, Kenneth Grogan, Patrick Hostert, Martin Rudbeck Jepsen, Tobias Kuemmerle, Patrick Meyfroidt, Edward T. A. Mitchard, Johannes Reiche, Casey M. Ryan, Bjoern Waske

Geography

281 Citations (Scopus)

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Original language	English
Article number	70
Journal	Remote Sensing
Volume	8
Issue number	1
ISSN	2072-4292
DOIs	https://doi.org/10.3390/rs8010070
Publication status	Published - Jan 2016

Keywords

optical
synthetic aperture radar
meta-analysis
Landsat
ALOS PALSAR
ERS-1 and-2
land cover
decision tree
machine learning
pixel- and segment-level analyses

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.3390/rs8010070

A Review of the Application of OpticalFinal published version, 2.59 MB

Cite this

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title = "A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring",

keywords = "optical, synthetic aperture radar, meta-analysis, Landsat, ALOS PALSAR, ERS-1 and-2, land cover, decision tree, machine learning, pixel- and segment-level analyses",

author = "Neha Joshi and Matthias Baumann and Andrea Ehammer and Rasmus Fensholt and Kenneth Grogan and Patrick Hostert and Jepsen, {Martin Rudbeck} and Tobias Kuemmerle and Patrick Meyfroidt and Mitchard, {Edward T. A.} and Johannes Reiche and Ryan, {Casey M.} and Bjoern Waske",

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month = jan,

doi = "10.3390/rs8010070",

language = "English",

volume = "8",

journal = "Remote Sensing",

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T1 - A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring

AU - Joshi, Neha

AU - Baumann, Matthias

AU - Ehammer, Andrea

AU - Fensholt, Rasmus

AU - Grogan, Kenneth

AU - Hostert, Patrick

AU - Jepsen, Martin Rudbeck

AU - Kuemmerle, Tobias

AU - Meyfroidt, Patrick

AU - Mitchard, Edward T. A.

AU - Reiche, Johannes

AU - Ryan, Casey M.

AU - Waske, Bjoern

PY - 2016/1

Y1 - 2016/1

KW - optical

KW - synthetic aperture radar

KW - meta-analysis

KW - Landsat

KW - ALOS PALSAR

KW - ERS-1 and-2

KW - land cover

KW - decision tree

KW - machine learning

KW - pixel- and segment-level analyses

U2 - 10.3390/rs8010070

DO - 10.3390/rs8010070

M3 - Journal article

SN - 2072-4292

VL - 8

JO - Remote Sensing

JF - Remote Sensing

IS - 1

M1 - 70

ER -

A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring

Keywords

UN SDGs

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Cite this