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Deep learning classifiers for hyperspectral imaging: A review

ISPRS journal of photogrammetry and remote sensing, 2019-12, Vol.158, p.279-317

2019

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Review on Convolutional Neural Networks (CNN) in vegetation remote sensing

ISPRS journal of photogrammetry and remote sensing, 2021-03, Vol.173, p.24-49

2021

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Object detection in optical remote sensing images: A survey and a new benchmark

ISPRS journal of photogrammetry and remote sensing, 2020-01, Vol.159, p.296-307

2020

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Persistent Scatterer Interferometry: A review

ISPRS journal of photogrammetry and remote sensing, 2016-05, Vol.115, p.78-89

2016

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Above-ground biomass estimation and yield prediction in potato by using UAV-based RGB and hyperspectral imaging

ISPRS journal of photogrammetry and remote sensing, 2020-04, Vol.162, p.161-172

2020

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A new generation of the United States National Land Cover Database: Requirements, research priorities, design, and implementation strategies

ISPRS journal of photogrammetry and remote sensing, 2018-12, Vol.146, p.108-123

2018

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Google Earth Engine for geo-big data applications: A meta-analysis and systematic review

ISPRS journal of photogrammetry and remote sensing, 2020-06, Vol.164, p.152-170

2020

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Algorithms for semantic segmentation of multispectral remote sensing imagery using deep learning

ISPRS journal of photogrammetry and remote sensing, 2018-11, Vol.145, p.60-77

2018

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Segmentation for Object-Based Image Analysis (OBIA): A review of algorithms and challenges from remote sensing perspective

ISPRS journal of photogrammetry and remote sensing, 2019-04, Vol.150, p.115-134

2019

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National wetland mapping in China: A new product resulting from object-based and hierarchical classification of Landsat 8 OLI images

ISPRS journal of photogrammetry and remote sensing, 2020-06, Vol.164, p.11-25

2020

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Mapping forest tree species in high resolution UAV-based RGB-imagery by means of convolutional neural networks

ISPRS journal of photogrammetry and remote sensing, 2020-12, Vol.170, p.205-215

2020

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Investigating the effects of 3D urban morphology on the surface urban heat island effect in urban functional zones by using high-resolution remote sensing data: A case study of Wuhan, Central China

ISPRS journal of photogrammetry and remote sensing, 2019-06, Vol.152, p.119-131

2019

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Combining Sentinel-1 and Sentinel-2 Satellite Image Time Series for land cover mapping via a multi-source deep learning architecture

ISPRS journal of photogrammetry and remote sensing, 2019-12, Vol.158, p.11-22

2019

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A 30-m landsat-derived cropland extent product of Australia and China using random forest machine learning algorithm on Google Earth Engine cloud computing platform

ISPRS journal of photogrammetry and remote sensing, 2018-10, Vol.144, p.325-340

2018

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Characterizing the relationship between land use land cover change and land surface temperature

ISPRS journal of photogrammetry and remote sensing, 2017-02, Vol.124, p.119-132

2017

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Predicting grain yield in rice using multi-temporal vegetation indices from UAV-based multispectral and digital imagery

ISPRS journal of photogrammetry and remote sensing, 2017-08, Vol.130, p.246-255

2017

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UAV-based multispectral remote sensing for precision agriculture: A comparison between different cameras

ISPRS journal of photogrammetry and remote sensing, 2018-12, Vol.146, p.124-136

2018

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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

ISPRS journal of photogrammetry and remote sensing, 2017-09, Vol.131, p.104-120

2017

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Building instance classification using street view images

ISPRS journal of photogrammetry and remote sensing, 2018-11, Vol.145, p.44-59

2018

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Generation and performance assessment of the global TanDEM-X digital elevation model

ISPRS journal of photogrammetry and remote sensing, 2017-10, Vol.132, p.119-139

2017

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Remote sensing algorithms for estimation of fractional vegetation cover using pure vegetation index values: A review

ISPRS journal of photogrammetry and remote sensing, 2020-01, Vol.159, p.364-377

2020

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A local thresholding approach to flood water delineation using Sentinel-1 SAR imagery

ISPRS journal of photogrammetry and remote sensing, 2020-01, Vol.159, p.53-62

2020

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Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers

ISPRS journal of photogrammetry and remote sensing, 2015-07, Vol.105, p.286-304

2015

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Estimating wheat yields in Australia using climate records, satellite image time series and machine learning methods

ISPRS journal of photogrammetry and remote sensing, 2020-02, Vol.160, p.124-135

2020

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Automated cropland mapping of continental Africa using Google Earth Engine cloud computing

ISPRS journal of photogrammetry and remote sensing, 2017-04, Vol.126, p.225-244

2017

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Deep learning classifiers for hyperspectral imaging: A review

Review on Convolutional Neural Networks (CNN) in vegetation remote sensing

Object detection in optical remote sensing images: A survey and a new benchmark

Persistent Scatterer Interferometry: A review

Above-ground biomass estimation and yield prediction in potato by using UAV-based RGB and hyperspectral imaging

A new generation of the United States National Land Cover Database: Requirements, research priorities, design, and implementation strategies

Google Earth Engine for geo-big data applications: A meta-analysis and systematic review

Algorithms for semantic segmentation of multispectral remote sensing imagery using deep learning

Segmentation for Object-Based Image Analysis (OBIA): A review of algorithms and challenges from remote sensing perspective

National wetland mapping in China: A new product resulting from object-based and hierarchical classification of Landsat 8 OLI images

Mapping forest tree species in high resolution UAV-based RGB-imagery by means of convolutional neural networks

Investigating the effects of 3D urban morphology on the surface urban heat island effect in urban functional zones by using high-resolution remote sensing data: A case study of Wuhan, Central China

Combining Sentinel-1 and Sentinel-2 Satellite Image Time Series for land cover mapping via a multi-source deep learning architecture

A 30-m landsat-derived cropland extent product of Australia and China using random forest machine learning algorithm on Google Earth Engine cloud computing platform

Characterizing the relationship between land use land cover change and land surface temperature

Predicting grain yield in rice using multi-temporal vegetation indices from UAV-based multispectral and digital imagery

UAV-based multispectral remote sensing for precision agriculture: A comparison between different cameras

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

Building instance classification using street view images

Generation and performance assessment of the global TanDEM-X digital elevation model

Remote sensing algorithms for estimation of fractional vegetation cover using pure vegetation index values: A review

A local thresholding approach to flood water delineation using Sentinel-1 SAR imagery

Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers

Estimating wheat yields in Australia using climate records, satellite image time series and machine learning methods

Automated cropland mapping of continental Africa using Google Earth Engine cloud computing

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