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Deep learning for processing and analysis of remote sensing big data: a technical review

Big earth data, 2022-10, Vol.6 (4), p.527-560

2022

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Long-short-term-memory-based crop classification using high-resolution optical images and multi-temporal SAR data

GIScience and remote sensing, 2019-11, Vol.56 (8), p.1170-1191

2019

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Hierarchical classification for improving parcel-scale crop mapping using time-series Sentinel-1 data

Journal of environmental management, 2024-10, Vol.369, p.122251, Article 122251

2024

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Adaptive Scale Selection for Multiscale Segmentation of Satellite Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2017-08, Vol.10 (8), p.3641-3651

2017

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Signaling pathways and regulatory networks in quail skeletal muscle development: insights from whole transcriptome sequencing

Poultry science, 2024-05, Vol.103 (5), p.103603-103603, Article 103603

2024

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For-backward LSTM-based missing data reconstruction for time-series Landsat images

GIScience and remote sensing, 2022-12, Vol.59 (1), p.410-430

2022

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BSNet: Boundary-semantic-fusion network for farmland parcel mapping in high-resolution satellite images

Computers and electronics in agriculture, 2023-03, Vol.206, p.107683, Article 107683

2023

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Enhancing Land Cover Mapping through Integration of Pixel-Based and Object-Based Classifications from Remotely Sensed Imagery

Remote sensing (Basel, Switzerland), 2018-01, Vol.10 (2), p.77

2018

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Abandoned Land Mapping Based on Spatiotemporal Features from PolSAR Data via Deep Learning Methods

Remote sensing (Basel, Switzerland), 2023-08, Vol.15 (16), p.3942

2023

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Spatial-temporal constraints for surface soil moisture mapping using Sentinel-1 and Sentinel-2 data over agricultural regions

Computers and electronics in agriculture, 2024-04, Vol.219, p.108835, Article 108835

2024

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Geo-Object-Based Land Cover Map Update for High-Spatial-Resolution Remote Sensing Images via Change Detection and Label Transfer

Remote sensing (Basel, Switzerland), 2020-01, Vol.12 (1), p.174

2020

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Maize plant height automatic reading of measurement scale based on improved YOLOv5 lightweight model

PeerJ. Computer science, 2024-08, Vol.10, p.e2207, Article e2207

2024

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Contrastive-Learning-Based Time-Series Feature Representation for Parcel-Based Crop Mapping Using Incomplete Sentinel-2 Image Sequences

Remote sensing (Basel, Switzerland), 2023-10, Vol.15 (20), p.5009

2023

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Spatial prediction using random forest spatial interpolation with sample augmentation: a case study for precipitation mapping

Earth science informatics, 2023-03, Vol.16 (1), p.863-875

2023

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Recognition of maize seed varieties based on hyperspectral imaging technology and integrated learning algorithms

PeerJ. Computer science, 2023-05, Vol.9, p.e1354, Article e1354

2023

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Geoparcel-Based Spatial Prediction Method for Grassland Fractional Vegetation Cover Mapping

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.9241-9253

2021

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Geo-Object-Based Vegetation Mapping via Machine Learning Methods with an Intelligent Sample Collection Scheme: A Case Study of Taibai Mountain, China

Remote sensing (Basel, Switzerland), 2021-01, Vol.13 (2), p.249

2021

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Superpixel-based time-series reconstruction for optical images incorporating SAR data using autoencoder networks

GIScience and remote sensing, 2020-11, Vol.57 (8), p.1005-1025

2020

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Improved mask R-CNN-based cloud masking method for remote sensing images

International journal of remote sensing, 2020-12, Vol.41 (23), p.8910-8933

2020

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Spatiotemporal Remote Sensing Image Fusion Using Multiscale Two-Stream Convolutional Neural Networks

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-12

2022

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Crop classification in cloudy and rainy areas based on the optical-synthetic aperture radar response mechanism

Journal of applied remote sensing, 2020-05, Vol.14 (2), p.1

2020

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Facile construction of MoS2/RCF electrode for high-performance supercapacitor

Carbon (New York), 2018-02, Vol.127, p.699-706

2018

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Comparative analysis of the microstructures and mechanical properties of Co-Cr dental alloys fabricated by different methods

The Journal of prosthetic dentistry, 2018-10, Vol.120 (4), p.617-623

2018

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Synchronous Response Analysis of Features for Remote Sensing Crop Classification Based on Optical and SAR Time-Series Data

Sensors (Basel, Switzerland), 2019-09, Vol.19 (19), p.4227

2019

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Evolution of the North Qiangtang Block in the late Paleozoic: Paleomagnetism and its tectonic implications

Geological Society of America bulletin, 2024-01

2024

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Deep learning for processing and analysis of remote sensing big data: a technical review

Long-short-term-memory-based crop classification using high-resolution optical images and multi-temporal SAR data

Hierarchical classification for improving parcel-scale crop mapping using time-series Sentinel-1 data

Adaptive Scale Selection for Multiscale Segmentation of Satellite Images

Signaling pathways and regulatory networks in quail skeletal muscle development: insights from whole transcriptome sequencing

For-backward LSTM-based missing data reconstruction for time-series Landsat images

BSNet: Boundary-semantic-fusion network for farmland parcel mapping in high-resolution satellite images

Enhancing Land Cover Mapping through Integration of Pixel-Based and Object-Based Classifications from Remotely Sensed Imagery

Abandoned Land Mapping Based on Spatiotemporal Features from PolSAR Data via Deep Learning Methods

Spatial-temporal constraints for surface soil moisture mapping using Sentinel-1 and Sentinel-2 data over agricultural regions

Geo-Object-Based Land Cover Map Update for High-Spatial-Resolution Remote Sensing Images via Change Detection and Label Transfer

Maize plant height automatic reading of measurement scale based on improved YOLOv5 lightweight model

Contrastive-Learning-Based Time-Series Feature Representation for Parcel-Based Crop Mapping Using Incomplete Sentinel-2 Image Sequences

Spatial prediction using random forest spatial interpolation with sample augmentation: a case study for precipitation mapping

Recognition of maize seed varieties based on hyperspectral imaging technology and integrated learning algorithms

Geoparcel-Based Spatial Prediction Method for Grassland Fractional Vegetation Cover Mapping

Geo-Object-Based Vegetation Mapping via Machine Learning Methods with an Intelligent Sample Collection Scheme: A Case Study of Taibai Mountain, China

Superpixel-based time-series reconstruction for optical images incorporating SAR data using autoencoder networks

Improved mask R-CNN-based cloud masking method for remote sensing images

Spatiotemporal Remote Sensing Image Fusion Using Multiscale Two-Stream Convolutional Neural Networks

Crop classification in cloudy and rainy areas based on the optical-synthetic aperture radar response mechanism

Facile construction of MoS2/RCF electrode for high-performance supercapacitor

Comparative analysis of the microstructures and mechanical properties of Co-Cr dental alloys fabricated by different methods

Synchronous Response Analysis of Features for Remote Sensing Crop Classification Based on Optical and SAR Time-Series Data

Evolution of the North Qiangtang Block in the late Paleozoic: Paleomagnetism and its tectonic implications

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