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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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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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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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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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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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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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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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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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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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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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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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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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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

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

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

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

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

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

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

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

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

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

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

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