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The application of small unmanned aerial systems for precision agriculture: a review

Precision agriculture, 2012-12, Vol.13 (6), p.693-712

2012

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Remote sensing and machine learning for crop water stress determination in various crops: a critical review

Precision agriculture, 2020-10, Vol.21 (5), p.1121-1155

2020

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Monitoring nitrogen, phosphorus and sulphur in hybrid rice (Oryza sativa L.) using hyperspectral remote sensing

Precision agriculture, 2017-10, Vol.18 (5), p.736-761

2017

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Suitability of satellite remote sensing data for yield estimation in northeast Germany

Precision agriculture, 2022-02, Vol.23 (1), p.52-82

2022

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An optimized non-linear vegetation index for estimating leaf area index in winter wheat

Precision agriculture, 2019-12, Vol.20 (6), p.1157-1176

2019

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Using hyperspectral remote sensing techniques to monitor nitrogen, phosphorus, sulphur and potassium in wheat (Triticum aestivum L.)

Precision agriculture, 2014, Vol.15 (5), p.499-522

2014

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Detection of target spot and bacterial spot diseases in tomato using UAV-based and benchtop-based hyperspectral imaging techniques

Precision agriculture, 2020-10, Vol.21 (5), p.955-978

2020

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Site-specific nitrogen management in winter wheat supported by low-altitude remote sensing and soil data

Precision agriculture, 2021-04, Vol.22 (2), p.364-386

2021

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River Ecological Protection and Restoration Using Multi-source Remote Sensing Data

Mobile networks and applications, 2023-07

Zhang, Xiangyong

2023

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An approach to forecast grain crop yield using multi-layered, multi-farm data sets and machine learning

Precision agriculture, 2019-10, Vol.20 (5), p.1015-1029

2019

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Mapping crop water stress index in a ‘Pinot-noir’ vineyard: comparing ground measurements with thermal remote sensing imagery from an unmanned aerial vehicle

Precision agriculture, 2014-08, Vol.15 (4), p.361-376

2014

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Convolutional Neural Network for the Semantic Segmentation of Remote Sensing Images

Mobile networks and applications, 2021-02, Vol.26 (1), p.200-215

2021

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Orchard management with small unmanned aerial vehicles: a survey of sensing and analysis approaches

Precision agriculture, 2021-12, Vol.22 (6), p.2007-2052

2021

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Machine learning approach for satellite-based subfield canola yield prediction using floral phenology metrics and soil parameters

Precision agriculture, 2024-06, Vol.25 (3), p.1386-1403

2024

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Assessing the potential of images from unmanned aerial vehicles (UAV) to support herbicide patch spraying in maize

Precision agriculture, 2017-02, Vol.18 (1), p.76-94

2017

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Leaf Area Index evaluation in vineyards using 3D point clouds from UAV imagery

Precision agriculture, 2020-08, Vol.21 (4), p.881-896

2020

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Aerial Images-Based Forest Fire Detection for Firefighting Using Optical Remote Sensing Techniques and Unmanned Aerial Vehicles

Journal of intelligent & robotic systems, 2017-12, Vol.88 (2-4), p.635-654

2017

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Farmer attitudes to the use of sensors and automation in fertilizer decision-making: nitrogen fertilization in the Australian grains sector

Precision agriculture, 2019-02, Vol.20 (1), p.157-175

2019

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Monitoring leaf nitrogen content in rice based on information fusion of multi-sensor imagery from UAV

Precision agriculture, 2023-12, Vol.24 (6), p.2327-2349

2023

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Mapping wheat nitrogen uptake from RapidEye vegetation indices

Precision agriculture, 2017-08, Vol.18 (4), p.429-451

2017

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Recognition of sunflower growth period based on deep learning from UAV remote sensing images

Precision agriculture, 2023-08, Vol.24 (4), p.1417-1438

2023

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SMFE-Net: a saliency multi-feature extraction framework for VHR remote sensing image classification

Multimedia tools and applications, 2024, Vol.83 (2), p.3831-3854

2024

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The application of unmanned aircraft systems to plant protection in China

Precision agriculture, 2018-04, Vol.19 (2), p.278-292

2018

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Evaluation of red and red-edge reflectance-based vegetation indices for rice biomass and grain yield prediction models in paddy fields

Precision agriculture, 2016-10, Vol.17 (5), p.507-530

2016

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The application of small unmanned aerial systems for precision agriculture: a review

Allometric equations for integrating remote sensing imagery into forest monitoring programmes

Remote sensing and machine learning for crop water stress determination in various crops: a critical review

Monitoring nitrogen, phosphorus and sulphur in hybrid rice (Oryza sativa L.) using hyperspectral remote sensing

Suitability of satellite remote sensing data for yield estimation in northeast Germany

An optimized non-linear vegetation index for estimating leaf area index in winter wheat

Using hyperspectral remote sensing techniques to monitor nitrogen, phosphorus, sulphur and potassium in wheat (Triticum aestivum L.)

Detection of target spot and bacterial spot diseases in tomato using UAV-based and benchtop-based hyperspectral imaging techniques

Site-specific nitrogen management in winter wheat supported by low-altitude remote sensing and soil data

River Ecological Protection and Restoration Using Multi-source Remote Sensing Data

An approach to forecast grain crop yield using multi-layered, multi-farm data sets and machine learning

Mapping crop water stress index in a ‘Pinot-noir’ vineyard: comparing ground measurements with thermal remote sensing imagery from an unmanned aerial vehicle

Convolutional Neural Network for the Semantic Segmentation of Remote Sensing Images

Orchard management with small unmanned aerial vehicles: a survey of sensing and analysis approaches

Machine learning approach for satellite-based subfield canola yield prediction using floral phenology metrics and soil parameters

Assessing the potential of images from unmanned aerial vehicles (UAV) to support herbicide patch spraying in maize

Leaf Area Index evaluation in vineyards using 3D point clouds from UAV imagery

Aerial Images-Based Forest Fire Detection for Firefighting Using Optical Remote Sensing Techniques and Unmanned Aerial Vehicles

Farmer attitudes to the use of sensors and automation in fertilizer decision-making: nitrogen fertilization in the Australian grains sector

Monitoring leaf nitrogen content in rice based on information fusion of multi-sensor imagery from UAV

Mapping wheat nitrogen uptake from RapidEye vegetation indices

Recognition of sunflower growth period based on deep learning from UAV remote sensing images

SMFE-Net: a saliency multi-feature extraction framework for VHR remote sensing image classification

The application of unmanned aircraft systems to plant protection in China

Evaluation of red and red-edge reflectance-based vegetation indices for rice biomass and grain yield prediction models in paddy fields

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