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Investigating the impact of classification features and classifiers on crop mapping performance in heterogeneous agricultural landscapes

International journal of applied earth observation and geoinformation, 2021-10, Vol.102, p.102388, Article 102388

2021

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Automated delineation of agricultural field boundaries from Sentinel-2 images using recurrent residual U-Net

International journal of applied earth observation and geoinformation, 2021-12, Vol.105, p.102557, Article 102557

2021

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Unsupervised Change Detection around Subways Based on SAR Combined Difference Images

Remote sensing (Basel, Switzerland), 2022-09, Vol.14 (17), p.4419

2022

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An Adaptive Network-Constrained Clustering (ANCC) Model for Fine- Scale Urban Functional Zones

IEEE access, 2021, Vol.9, p.53013-53029

2021

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Crop classification and acreage estimation in North Korea using phenology features

GIScience and remote sensing, 2017-05, Vol.54 (3), p.381-406

2017

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The Effects of Spatial Resolution on the Maize acreage estimation by Remote Sensing

IOP conference series. Earth and environmental science, 2014-01, Vol.17 (1), p.12052-6

2014

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Exploring the Effects of Roadside Vegetation on the Urban Thermal Environment Using Street View Images

International journal of environmental research and public health, 2022-01, Vol.19 (3), p.1272

2022

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Hierarchical extraction of cropland boundaries using Sentinel-2 time-series data in fragmented agricultural landscapes

Computers and electronics in agriculture, 2023-09, Vol.212, p.108097, Article 108097

2023

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Image Classification Using RapidEye Data: Integration of Spectral and Textual Features in a Random Forest Classifier

IEEE journal of selected topics in applied earth observations and remote sensing, 2017-12, Vol.10 (12), p.5334-5349

2017

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Exploring optimal features and image analysis methods for crop type classification from the perspective of crop landscape heterogeneity

Remote sensing applications, 2024-11, Vol.36, p.101308, Article 101308

2024

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Object-based crop classification using multi-temporal SPOT-5 imagery and textural features with a Random Forest classifier

Geocarto international, 2018-10, Vol.33 (10), p.1017-1035

2018

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County-level rice area estimation in southern China using remote sensing data

Journal of applied remote sensing, 2014-03, Vol.8 (1), p.83657

2014

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A simple assessment approach for winter wheat loss risk impacted by water stress

Geocarto international, 2019-04, Vol.34 (5), p.473-489

2019

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Corrections to "Image Classification Using RapidEye Data: Integration of Spectral and Textual Features in a Random Forest Classifier" [Dec 17 5334-5349]

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-07, Vol.11 (7), p.2571-2571

2018

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Estimate rice acreage in Hunan province using the China Environment Satellite data

2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS, 2013, p.3254-3257

2013

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Agricultural production investigation using GF-1 CCD data in Beijing-Tianjin-Hebei region

2015 Fourth International Conference on Agro-Geoinformatics (Agro-geoinformatics), 2015, p.188-191

2015

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Mapping FPAR in China with modis time-series data based on the Wide Dynamic Range Vegetation Index

2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS, 2013, p.2790-2793

2013

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Research on rice acreage estimation in fragmented area based on decomposition of mixed pixels

International archives of the photogrammetry, remote sensing and spatial information sciences., 2015, Vol.XL-7/W3 (7), p.133-139

2015

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An improved zoning crop mapping approach in complex agricultural landscapes considering crop heterogeneity

2023 11th International Conference on Agro-Geoinformatics (Agro-Geoinformatics), 2023, p.1-5

2023

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Accurate extraction of fragmented field boundaries using classification-assisted and CNN-based semantic segmentation methods

2023 11th International Conference on Agro-Geoinformatics (Agro-Geoinformatics), 2023, p.1-4

2023

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Fault Tolerance in Electric Vehicles Using Deep Learning for Intelligent Transportation Systems

Mobile networks and applications, 2023-12, Vol.28 (6), p.2109-2117

2023

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Dynamic Spillovers between Carbon Price and Power Sector Returns in China: A Network-Based Analysis before and after Launching National Carbon Emissions Trading Market

Energies (Basel), 2023-07, Vol.16 (14), p.5578

2023

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Experimental and numerical study on the seismic behavior of high-strength steel framed-tube structures with end-plate-connected replaceable shear links

Engineering structures, 2020-11, Vol.223, p.111172, Article 111172

2020

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Sustainable Practices and Performance of Resource-Based Companies: The Role of Internal Control

Sustainability, 2024-02, Vol.16 (4), p.1399

2024

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Cyclic behavior of high-strength steel framed-tube structures with bolted replaceable shear links

Engineering structures, 2020-05, Vol.210, p.110395, Article 110395

2020

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Investigating the impact of classification features and classifiers on crop mapping performance in heterogeneous agricultural landscapes

Automated delineation of agricultural field boundaries from Sentinel-2 images using recurrent residual U-Net

Unsupervised Change Detection around Subways Based on SAR Combined Difference Images

An Adaptive Network-Constrained Clustering (ANCC) Model for Fine- Scale Urban Functional Zones

Crop classification and acreage estimation in North Korea using phenology features

The Effects of Spatial Resolution on the Maize acreage estimation by Remote Sensing

Exploring the Effects of Roadside Vegetation on the Urban Thermal Environment Using Street View Images

Hierarchical extraction of cropland boundaries using Sentinel-2 time-series data in fragmented agricultural landscapes

Image Classification Using RapidEye Data: Integration of Spectral and Textual Features in a Random Forest Classifier

Exploring optimal features and image analysis methods for crop type classification from the perspective of crop landscape heterogeneity

Object-based crop classification using multi-temporal SPOT-5 imagery and textural features with a Random Forest classifier

County-level rice area estimation in southern China using remote sensing data

A simple assessment approach for winter wheat loss risk impacted by water stress

Corrections to "Image Classification Using RapidEye Data: Integration of Spectral and Textual Features in a Random Forest Classifier" [Dec 17 5334-5349]

Estimate rice acreage in Hunan province using the China Environment Satellite data

Agricultural production investigation using GF-1 CCD data in Beijing-Tianjin-Hebei region

Mapping FPAR in China with modis time-series data based on the Wide Dynamic Range Vegetation Index

Research on rice acreage estimation in fragmented area based on decomposition of mixed pixels

An improved zoning crop mapping approach in complex agricultural landscapes considering crop heterogeneity

Accurate extraction of fragmented field boundaries using classification-assisted and CNN-based semantic segmentation methods

Fault Tolerance in Electric Vehicles Using Deep Learning for Intelligent Transportation Systems

Dynamic Spillovers between Carbon Price and Power Sector Returns in China: A Network-Based Analysis before and after Launching National Carbon Emissions Trading Market

Experimental and numerical study on the seismic behavior of high-strength steel framed-tube structures with end-plate-connected replaceable shear links

Sustainable Practices and Performance of Resource-Based Companies: The Role of Internal Control

Cyclic behavior of high-strength steel framed-tube structures with bolted replaceable shear links

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