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Winter Wheat Yield Prediction at County Level and Uncertainty Analysis in Main Wheat-Producing Regions of China with Deep Learning Approaches

Remote sensing (Basel, Switzerland), 2020-06, Vol.12 (11), p.1744

2020

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UAV Remote Sensing for Urban Vegetation Mapping Using Random Forest and Texture Analysis

Remote sensing (Basel, Switzerland), 2015-01, Vol.7 (1), p.1074-1094

2015

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Urban Flood Mapping Based on Unmanned Aerial Vehicle Remote Sensing and Random Forest Classifier—A Case of Yuyao, China

Water (Basel), 2015-04, Vol.7 (4), p.1437-1455

2015

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Integrating Multitemporal Sentinel-1/2 Data for Coastal Land Cover Classification Using a Multibranch Convolutional Neural Network: A Case of the Yellow River Delta

Remote sensing (Basel, Switzerland), 2019-05, Vol.11 (9), p.1006

2019

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Developing a Dual-Stream Deep-Learning Neural Network Model for Improving County-Level Winter Wheat Yield Estimates in China

Remote sensing (Basel, Switzerland), 2022-10, Vol.14 (20), p.5280

2022

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Flood Mapping Based on Multiple Endmember Spectral Mixture Analysis and Random Forest Classifier—The Case of Yuyao, China

Remote sensing (Basel, Switzerland), 2015-09, Vol.7 (9), p.12539-12562

2015

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Mapping of plastic greenhouses and mulching films from very high resolution remote sensing imagery based on a dilated and non-local convolutional neural network

International journal of applied earth observation and geoinformation, 2021-10, Vol.102, p.102441, Article 102441

2021

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Urban Water Extraction with UAV High-Resolution Remote Sensing Data Based on an Improved U-Net Model

Remote sensing (Basel, Switzerland), 2021-08, Vol.13 (16), p.3165

2021

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Improving the Accuracy of Land Cover Mapping by Distributing Training Samples

Remote sensing (Basel, Switzerland), 2021-11, Vol.13 (22), p.4594

2021

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Understanding urban expansion and shrinkage via green plastic cover mapping based on GEE cloud platform: A case study of Shandong, China

International journal of applied earth observation and geoinformation, 2024-04, Vol.128, p.103749, Article 103749

2024

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Building segmentation and outline extraction from UAV image-derived point clouds by a line growing algorithm

International journal of digital earth, 2017-11, Vol.10 (11), p.1077-1097

2017

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Solid waste mapping based on very high resolution remote sensing imagery and a novel deep learning approach

Geocarto international, 2023-12, Vol.38 (1)

2023

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Grassland Aboveground Biomass Estimation through Assimilating Remote Sensing Data into a Grass Simulation Model

Remote sensing (Basel, Switzerland), 2022-07, Vol.14 (13), p.3194

2022

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A 10-m national-scale map of ground-mounted photovoltaic power stations in China of 2020

Scientific data, 2024-02, Vol.11 (1), p.198-198, Article 198

2024

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Remote Sensing Monitoring of Grasslands Based on Adaptive Feature Fusion with Multi-Source Data

Remote sensing (Basel, Switzerland), 2022-02, Vol.14 (3), p.750

2022

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Social Force Model-Based Group Behavior Simulation in Virtual Geographic Environments

ISPRS international journal of geo-information, 2018-02, Vol.7 (2), p.79

2018

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Deriving Non-Cloud Contaminated Sentinel-2 Images with RGB and Near-Infrared Bands from Sentinel-1 Images Based on a Conditional Generative Adversarial Network

Remote sensing (Basel, Switzerland), 2021-04, Vol.13 (8), p.1512

2021

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Constraints and Coordinated Allocation Strategies of Water and Land Resources for Sustainable Use of Coastal Saline-Alkali Land in the Yellow River Delta

Zhongguo gong cheng ke xue (Online), 2023-08, Vol.25 (4), p.169

2023

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Diagnose Like a Radiologist: Hybrid Neuro-Probabilistic Reasoning for Attribute-Based Medical Image Diagnosis

IEEE transactions on pattern analysis and machine intelligence, 2022-11, Vol.44 (11), p.7400-7416

2022

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Multi-modal fusion of satellite and street-view images for urban village classification based on a dual-branch deep neural network

International journal of applied earth observation and geoinformation, 2022-05, Vol.109, p.102794, Article 102794

2022

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A method for detecting the number of wheat ears based on the improved YOLOX model

Remote sensing letters, 2024-04, Vol.15 (4), p.423-432

2024

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Land-cover classification of the Yellow River Delta wetland based on multiple end-member spectral mixture analysis and a Random Forest classifier

International journal of remote sensing, 2016-04, Vol.37 (8), p.1845-1867

2016

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HSI-TransUNet: A transformer based semantic segmentation model for crop mapping from UAV hyperspectral imagery

Computers and electronics in agriculture, 2022-10, Vol.201, p.107297, Article 107297

2022

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Glenoid segmentation from computed tomography scans based on a 2-stage deep learning model for glenoid bone loss evaluation

Journal of shoulder and elbow surgery, 2023-12, Vol.32 (12), p.e624-e635

2023

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Inversion of soil organic carbon content based on the two-point machine learning method

The Science of the total environment, 2024-09, Vol.943, p.173608, Article 173608

2024

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Winter Wheat Yield Prediction at County Level and Uncertainty Analysis in Main Wheat-Producing Regions of China with Deep Learning Approaches

UAV Remote Sensing for Urban Vegetation Mapping Using Random Forest and Texture Analysis

Urban Flood Mapping Based on Unmanned Aerial Vehicle Remote Sensing and Random Forest Classifier—A Case of Yuyao, China

Integrating Multitemporal Sentinel-1/2 Data for Coastal Land Cover Classification Using a Multibranch Convolutional Neural Network: A Case of the Yellow River Delta

Developing a Dual-Stream Deep-Learning Neural Network Model for Improving County-Level Winter Wheat Yield Estimates in China

Flood Mapping Based on Multiple Endmember Spectral Mixture Analysis and Random Forest Classifier—The Case of Yuyao, China

Mapping of plastic greenhouses and mulching films from very high resolution remote sensing imagery based on a dilated and non-local convolutional neural network

Urban Water Extraction with UAV High-Resolution Remote Sensing Data Based on an Improved U-Net Model

Improving the Accuracy of Land Cover Mapping by Distributing Training Samples

Understanding urban expansion and shrinkage via green plastic cover mapping based on GEE cloud platform: A case study of Shandong, China

Building segmentation and outline extraction from UAV image-derived point clouds by a line growing algorithm

Solid waste mapping based on very high resolution remote sensing imagery and a novel deep learning approach

Grassland Aboveground Biomass Estimation through Assimilating Remote Sensing Data into a Grass Simulation Model

A 10-m national-scale map of ground-mounted photovoltaic power stations in China of 2020

Remote Sensing Monitoring of Grasslands Based on Adaptive Feature Fusion with Multi-Source Data

Social Force Model-Based Group Behavior Simulation in Virtual Geographic Environments

Deriving Non-Cloud Contaminated Sentinel-2 Images with RGB and Near-Infrared Bands from Sentinel-1 Images Based on a Conditional Generative Adversarial Network

Constraints and Coordinated Allocation Strategies of Water and Land Resources for Sustainable Use of Coastal Saline-Alkali Land in the Yellow River Delta

Diagnose Like a Radiologist: Hybrid Neuro-Probabilistic Reasoning for Attribute-Based Medical Image Diagnosis

Multi-modal fusion of satellite and street-view images for urban village classification based on a dual-branch deep neural network

A method for detecting the number of wheat ears based on the improved YOLOX model

Land-cover classification of the Yellow River Delta wetland based on multiple end-member spectral mixture analysis and a Random Forest classifier

HSI-TransUNet: A transformer based semantic segmentation model for crop mapping from UAV hyperspectral imagery

Glenoid segmentation from computed tomography scans based on a 2-stage deep learning model for glenoid bone loss evaluation

Inversion of soil organic carbon content based on the two-point machine learning method

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