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Remote Sensing and Machine Learning in Crop Phenotyping and Management, with an Emphasis on Applications in Strawberry Farming

Remote sensing (Basel, Switzerland), 2021-02, Vol.13 (3), p.531

2021

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Scan Pattern Characterization of Velodyne VLP-16 Lidar Sensor for UAS Laser Scanning

Sensors (Basel, Switzerland), 2020-12, Vol.20 (24), p.7351

2020

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Monitoring the Efficacy of Crested Floatingheart (Nymphoides cristata) Management with Object-Based Image Analysis of UAS Imagery

Remote sensing (Basel, Switzerland), 2021-02, Vol.13 (4), p.830

2021

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Two-way shear full behavior of reinforced concrete flat slabs under membrane tensile forces

Case Studies in Construction Materials, 2023-07, Vol.18, p.e01912, Article e01912

2023

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Comparing fully convolutional networks, random forest, support vector machine, and patch-based deep convolutional neural networks for object-based wetland mapping using images from small unmanned aircraft system

GIScience and remote sensing, 2018-03, Vol.55 (2), p.243-264

2018

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An Object-Based Image Analysis Method for Enhancing Classification of Land Covers Using Fully Convolutional Networks and Multi-View Images of Small Unmanned Aerial System

Remote sensing (Basel, Switzerland), 2018-03, Vol.10 (3), p.457

2018

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Prediction of Strawberry Dry Biomass from UAV Multispectral Imagery Using Multiple Machine Learning Methods

Remote sensing (Basel, Switzerland), 2022-09, Vol.14 (18), p.4511

2022

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Modeling strawberry biomass and leaf area using object-based analysis of high-resolution images

ISPRS journal of photogrammetry and remote sensing, 2020-05, Vol.163, p.171-186

2020

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Automated High-Resolution Bathymetry from Sentinel-1 SAR Images in Deeper Nearshore Coastal Waters in Eastern Florida

Remote sensing (Basel, Switzerland), 2024-01, Vol.16 (1), p.1

2024

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Evaluating post-hurricane impacts in co-management areas: a framework for expert consensus

Natural hazards (Dordrecht), 2020-09, Vol.103 (2), p.1905-1916

2020

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Incorporation of Fused Remote Sensing Imagery to Enhance Soil Organic Carbon Spatial Prediction in an Agricultural Area in Yellow River Basin, China

Remote sensing (Basel, Switzerland), 2023-04, Vol.15 (8), p.2017

2023

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Deep and Machine Learning Image Classification of Coastal Wetlands Using Unpiloted Aircraft System Multispectral Images and Lidar Datasets

Remote sensing (Basel, Switzerland), 2022-08, Vol.14 (16), p.3937

2022

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Object-based classification of wetland vegetation using very high-resolution unmanned air system imagery

European journal of remote sensing, 2017-01, Vol.50 (1), p.564-576

2017

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Accuracy Assessment of Low-Cost Lidar Scanners: An Analysis of the Velodyne HDL–32E and Livox Mid–40’s Temporal Stability

Remote sensing (Basel, Switzerland), 2022-09, Vol.14 (17), p.4220

2022

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Modeling soil parameters using hyperspectral image reflectance in subtropical coastal wetlands

ITC journal, 2014-12, Vol.33, p.47-56

2014

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Analyzing Trade-Offs, Synergies, and Drivers among Timber Production, Carbon Sequestration, and Water Yield in Pinus elliotii Forests in Southeastern USA

Forests, 2014-06, Vol.5 (6), p.1409-1431

2014

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Improving Strawberry Yield Prediction by Integrating Ground-Based Canopy Images in Modeling Approaches

ISPRS international journal of geo-information, 2021-04, Vol.10 (4), p.239

2021

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Radiative Transfer Image Simulation Using L-System Modeled Strawberry Canopies

Remote sensing (Basel, Switzerland), 2022-02, Vol.14 (3), p.548

2022

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Automated Canopy Delineation and Size Metrics Extraction for Strawberry Dry Weight Modeling Using Raster Analysis of High-Resolution Imagery

Remote sensing (Basel, Switzerland), 2020-11, Vol.12 (21), p.3632

2020

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Deep Learning for Strawberry Canopy Delineation and Biomass Prediction from High-Resolution Images

Plant phenomics, 2022-01, Vol.2022, p.9850486-9850486

2022

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Mobile Terrestrial Photogrammetry for Street Tree Mapping and Measurements

Forests, 2019-08, Vol.10 (8), p.701

2019

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Evaluating the potential of multi-view data extraction from small Unmanned Aerial Systems (UASs) for object-based classification for Wetland land covers

GIScience and remote sensing, 2019-01, Vol.56 (1), p.130-159

2019

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Small unmanned aerial system development and applications in precision agriculture and natural resource management

European journal of remote sensing, 2019-01, Vol.52 (1), p.504-505

2019

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Superior Capsular Reconstruction: Fascia Lata Versus Acellular Dermal Allograft: A Systematic Review

Arthroscopy, Sports Medicine, and Rehabilitation, 2020-08, Vol.2 (4), p.e389-e397

2020

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Design and Development of a Multi-Purpose Low-Cost Hyperspectral Imaging System

Remote sensing (Basel, Switzerland), 2011-03, Vol.3 (3), p.570-586

2011

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Remote Sensing and Machine Learning in Crop Phenotyping and Management, with an Emphasis on Applications in Strawberry Farming

Scan Pattern Characterization of Velodyne VLP-16 Lidar Sensor for UAS Laser Scanning

Monitoring the Efficacy of Crested Floatingheart (Nymphoides cristata) Management with Object-Based Image Analysis of UAS Imagery

Two-way shear full behavior of reinforced concrete flat slabs under membrane tensile forces

Comparing fully convolutional networks, random forest, support vector machine, and patch-based deep convolutional neural networks for object-based wetland mapping using images from small unmanned aircraft system

An Object-Based Image Analysis Method for Enhancing Classification of Land Covers Using Fully Convolutional Networks and Multi-View Images of Small Unmanned Aerial System

Prediction of Strawberry Dry Biomass from UAV Multispectral Imagery Using Multiple Machine Learning Methods

Modeling strawberry biomass and leaf area using object-based analysis of high-resolution images

Automated High-Resolution Bathymetry from Sentinel-1 SAR Images in Deeper Nearshore Coastal Waters in Eastern Florida

Evaluating post-hurricane impacts in co-management areas: a framework for expert consensus

Incorporation of Fused Remote Sensing Imagery to Enhance Soil Organic Carbon Spatial Prediction in an Agricultural Area in Yellow River Basin, China

Deep and Machine Learning Image Classification of Coastal Wetlands Using Unpiloted Aircraft System Multispectral Images and Lidar Datasets

Object-based classification of wetland vegetation using very high-resolution unmanned air system imagery

Accuracy Assessment of Low-Cost Lidar Scanners: An Analysis of the Velodyne HDL–32E and Livox Mid–40’s Temporal Stability

Modeling soil parameters using hyperspectral image reflectance in subtropical coastal wetlands

Analyzing Trade-Offs, Synergies, and Drivers among Timber Production, Carbon Sequestration, and Water Yield in Pinus elliotii Forests in Southeastern USA

Improving Strawberry Yield Prediction by Integrating Ground-Based Canopy Images in Modeling Approaches

Radiative Transfer Image Simulation Using L-System Modeled Strawberry Canopies

Automated Canopy Delineation and Size Metrics Extraction for Strawberry Dry Weight Modeling Using Raster Analysis of High-Resolution Imagery

Deep Learning for Strawberry Canopy Delineation and Biomass Prediction from High-Resolution Images

Mobile Terrestrial Photogrammetry for Street Tree Mapping and Measurements

Evaluating the potential of multi-view data extraction from small Unmanned Aerial Systems (UASs) for object-based classification for Wetland land covers

Small unmanned aerial system development and applications in precision agriculture and natural resource management

Superior Capsular Reconstruction: Fascia Lata Versus Acellular Dermal Allograft: A Systematic Review

Design and Development of a Multi-Purpose Low-Cost Hyperspectral Imaging System

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