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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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Multisource Hyperspectral and LiDAR Data Fusion for Urban Land-Use Mapping based on a Modified Two-Branch Convolutional Neural Network

ISPRS international journal of geo-information, 2019-01, Vol.8 (1), p.28

2019

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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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Large-Scale Crop Mapping Based on Machine Learning and Parallel Computation with Grids

Remote sensing (Basel, Switzerland), 2019-06, Vol.11 (12), p.1500

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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Multi-Temporal Unmanned Aerial Vehicle Remote Sensing for Vegetable Mapping Using an Attention-Based Recurrent Convolutional Neural Network

Remote sensing (Basel, Switzerland), 2020-05, Vol.12 (10), p.1668

2020

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Winter wheat mapping using a random forest classifier combined with multi-temporal and multi-sensor data

International journal of digital earth, 2018-08, Vol.11 (8), p.783-802

2018

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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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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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Landsat-Derived Annual Maps of Agricultural Greenhouse in Shandong Province, China from 1989 to 2018

Remote sensing (Basel, Switzerland), 2021-12, Vol.13 (23), p.4830

2021

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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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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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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

2024

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Monitoring Cropland Dynamics of the Yellow River Delta based on Multi-Temporal Landsat Imagery over 1986 to 2015

Sustainability (Basel, Switzerland), 2015-11, Vol.7 (11), p.14834-14858

2015

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Semantic segmentation for plastic-covered greenhouses and plastic-mulched farmlands from VHR imagery

International journal of digital earth, 2023-12, Vol.16 (2), p.4553-4572

2023

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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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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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Urban Green Plastic Cover Mapping Based on VHR Remote Sensing Images and a Deep Semi-Supervised Learning Framework

ISPRS international journal of geo-information, 2020-09, Vol.9 (9), p.527

2020

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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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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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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

Multisource Hyperspectral and LiDAR Data Fusion for Urban Land-Use Mapping based on a Modified Two-Branch Convolutional Neural Network

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

Large-Scale Crop Mapping Based on Machine Learning and Parallel Computation with Grids

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

Multi-Temporal Unmanned Aerial Vehicle Remote Sensing for Vegetable Mapping Using an Attention-Based Recurrent Convolutional Neural Network

Winter wheat mapping using a random forest classifier combined with multi-temporal and multi-sensor data

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

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

Landsat-Derived Annual Maps of Agricultural Greenhouse in Shandong Province, China from 1989 to 2018

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

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

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

Monitoring Cropland Dynamics of the Yellow River Delta based on Multi-Temporal Landsat Imagery over 1986 to 2015

Semantic segmentation for plastic-covered greenhouses and plastic-mulched farmlands from VHR imagery

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

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

Urban Green Plastic Cover Mapping Based on VHR Remote Sensing Images and a Deep Semi-Supervised Learning Framework

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

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

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