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Deep learning in different remote sensing image categories and applications: status and prospects

International journal of remote sensing, 2022-03, Vol.43 (5), p.1800-1847

2022

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Land cover 2.0

International journal of remote sensing, 2018-06, Vol.39 (12), p.4254-4284

2018

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Crop type classification using a combination of optical and radar remote sensing data: a review

International journal of remote sensing, 2019-09, Vol.40 (17), p.6553-6595

2019

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Urban mapping using DMSP/OLS stable night-time light: a review

International journal of remote sensing, 2017-11, Vol.38 (21), p.6030-6046

2017

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Spatio-temporal-spectral observation model for urban remote sensing

Geo-spatial information science, 2021-07, Vol.24 (3), p.372-386

2021

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MANet: a multi-level aggregation network for semantic segmentation of high-resolution remote sensing images

International journal of remote sensing, 2022-08, Vol.43 (15-16), p.5874-5894

2022

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Advances in spaceborne hyperspectral remote sensing in China

Geo-spatial information science, 2021-01, Vol.24 (1), p.95-120

2021

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The impact of small unmanned airborne platforms on passive optical remote sensing: a conceptual perspective

International journal of remote sensing, 2018-08, Vol.39 (15-16), p.4852-4868

2018

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Cloud/shadow segmentation based on multi-level feature enhanced network for remote sensing imagery

International journal of remote sensing, 2022-08, Vol.43 (15-16), p.5940-5960

2022

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Multi-source remote sensing data fusion: status and trends

International journal of image and data fusion, 2010-03, Vol.1 (1), p.5-24

Zhang, Jixian

2010

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Treetop detection using convolutional neural networks trained through automatically generated pseudo labels

International journal of remote sensing, 2020-04, Vol.41 (8), p.3010-3030

2020

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A scale robust convolutional neural network for automatic building extraction from aerial and satellite imagery

International journal of remote sensing, 2019-05, Vol.40 (9), p.3308-3322

2019

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Using Twitter for tasking remote-sensing data collection and damage assessment: 2013 Boulder flood case study

International journal of remote sensing, 2016-01, Vol.37 (1), p.100-124

2016

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Big Earth data: disruptive changes in Earth observation data management and analysis?

International journal of digital earth, 2020-07, Vol.13 (7), p.832-850

2020

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Deep learning in remote sensing scene classification: a data augmentation enhanced convolutional neural network framework

GIScience and remote sensing, 2017-09, Vol.54 (5), p.741-758

2017

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Remote sensing wattle rust induced defoliation across black wattle timber plantations in Southern Africa

International journal of remote sensing, 2022-03, Vol.43 (6), p.2212-2226

2022

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Young and mature oil palm tree detection and counting using convolutional neural network deep learning method

International journal of remote sensing, 2019-10, Vol.40 (19), p.7500-7515

2019

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Mapping thermokarst lakes and ponds across permafrost landscapes in the Headwater Area of Yellow River on northeastern Qinghai-Tibet Plateau

International journal of remote sensing, 2020-09, Vol.41 (18), p.7042-7067

2020

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Measurement of land surface temperature from oblique angle airborne thermal camera observations

International journal of remote sensing, 2020-04, Vol.41 (8), p.3119-3146

2020

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Shallow water bathymetry mapping using Support Vector Machine (SVM) technique and multispectral imagery

International journal of remote sensing, 2018-07, Vol.39 (13), p.4431-4450

2018

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Farmland parcel boundary extraction based on local feature extraction and sparse representation from remote sensing images

International journal of remote sensing, 2024-04, Vol.45 (7), p.2289-2314

2024

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Optimizing distortion magnitude for data augmentation in few-shot remote sensing scene classification

International journal of remote sensing, 2024-02, Vol.45 (4), p.1134-1147

2024

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A meta-analysis and review of unmanned aircraft system (UAS) imagery for terrestrial applications

International journal of remote sensing, 2018-08, Vol.39 (15-16), p.5078-5098

2018

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Status and prospects for LiDAR remote sensing of forested ecosystems

Canadian journal of remote sensing, 2013-12, Vol.39 (sup1), p.S1-S5

2013

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Assessment of the effects of training data selection on the landslide susceptibility mapping: a comparison between support vector machine (SVM), logistic regression (LR) and artificial neural networks (ANN)

Geomatics, natural hazards and risk, 2018-01, Vol.9 (1), p.49-69

2018

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Deep learning in different remote sensing image categories and applications: status and prospects

Land cover 2.0

Crop type classification using a combination of optical and radar remote sensing data: a review

Urban mapping using DMSP/OLS stable night-time light: a review

Spatio-temporal-spectral observation model for urban remote sensing

MANet: a multi-level aggregation network for semantic segmentation of high-resolution remote sensing images

Advances in spaceborne hyperspectral remote sensing in China

The impact of small unmanned airborne platforms on passive optical remote sensing: a conceptual perspective

Cloud/shadow segmentation based on multi-level feature enhanced network for remote sensing imagery

Multi-source remote sensing data fusion: status and trends

Treetop detection using convolutional neural networks trained through automatically generated pseudo labels

A scale robust convolutional neural network for automatic building extraction from aerial and satellite imagery

Using Twitter for tasking remote-sensing data collection and damage assessment: 2013 Boulder flood case study

Big Earth data: disruptive changes in Earth observation data management and analysis?

Deep learning in remote sensing scene classification: a data augmentation enhanced convolutional neural network framework

Remote sensing wattle rust induced defoliation across black wattle timber plantations in Southern Africa

Young and mature oil palm tree detection and counting using convolutional neural network deep learning method

Mapping thermokarst lakes and ponds across permafrost landscapes in the Headwater Area of Yellow River on northeastern Qinghai-Tibet Plateau

Measurement of land surface temperature from oblique angle airborne thermal camera observations

Shallow water bathymetry mapping using Support Vector Machine (SVM) technique and multispectral imagery

Farmland parcel boundary extraction based on local feature extraction and sparse representation from remote sensing images

Optimizing distortion magnitude for data augmentation in few-shot remote sensing scene classification

A meta-analysis and review of unmanned aircraft system (UAS) imagery for terrestrial applications

Status and prospects for LiDAR remote sensing of forested ecosystems

Assessment of the effects of training data selection on the landslide susceptibility mapping: a comparison between support vector machine (SVM), logistic regression (LR) and artificial neural networks (ANN)

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