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Quantitative Remote Sensing at Ultra-High Resolution with UAV Spectroscopy: A Review of Sensor Technology, Measurement Procedures, and Data Correction Workflows

Remote sensing (Basel, Switzerland), 2018-07, Vol.10 (7), p.1091

2018

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Fusion of Plant Height and Vegetation Indices for the Estimation of Barley Biomass

Remote sensing (Basel, Switzerland), 2015-09, Vol.7 (9), p.11449-11480

2015

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Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley

International journal of applied earth observation and geoinformation, 2015-07, Vol.39, p.79-87

2015

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Spectral Vegetation Indices to Track Senescence Dynamics in Diverse Wheat Germplasm

Frontiers in plant science, 2020-01, Vol.10, p.1749-1749

2020

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PhenoCams for Field Phenotyping: Using Very High Temporal Resolution Digital Repeated Photography to Investigate Interactions of Growth, Phenology, and Harvest Traits

Frontiers in plant science, 2020-06, Vol.11

2020

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PhenoFly Planning Tool: flight planning for high-resolution optical remote sensing with unmanned areal systems

Plant methods, 2018-12, Vol.14 (1), p.116-116, Article 116

2018

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Current Practices in UAS-based Environmental Monitoring

Remote sensing (Basel, Switzerland), 2020-03, Vol.12 (6), p.1001

2020

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Angular Dependency of Hyperspectral Measurements over Wheat Characterized by a Novel UAV Based Goniometer

Remote sensing (Basel, Switzerland), 2015-01, Vol.7 (1), p.725-746

2015

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Assessment of Multi-Image Unmanned Aerial Vehicle Based High-Throughput Field Phenotyping of Canopy Temperature

Frontiers in plant science, 2020-02, Vol.11, p.150-150

2020

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Global Wheat Head Detection (GWHD) Dataset: A Large and Diverse Dataset of High-Resolution RGB-Labelled Images to Develop and Benchmark Wheat Head Detection Methods

Plant phenomics, 2020-01, Vol.2020, p.3521852-3521852

2020

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Outdoor Plant Segmentation With Deep Learning for High-Throughput Field Phenotyping on a Diverse Wheat Dataset

Frontiers in plant science, 2022-01, Vol.12, p.774068-774068

2022

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Flower Mapping in Grasslands With Drones and Deep Learning

Frontiers in plant science, 2022-02, Vol.12, p.774965-774965

2022

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Crop Nitrogen Retrieval Methods for Simulated Sentinel-2 Data Using In-Field Spectrometer Data

Remote sensing (Basel, Switzerland), 2021-06, Vol.13 (12), p.2404

2021

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Propagating Sentinel-2 Top-of-Atmosphere Radiometric Uncertainty into Land Surface Phenology Metrics Using a Monte Carlo Framework

IEEE journal of selected topics in applied earth observations and remote sensing, 2023-01, Vol.16, p.1-41

2023

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Sun-Induced Chlorophyll Fluorescence III: Benchmarking Retrieval Methods and Sensor Characteristics for Proximal Sensing

Remote sensing (Basel, Switzerland), 2019-04, Vol.11 (8), p.962

2019

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Thermal imaging can reveal variation in stay-green functionality of wheat canopies under temperate conditions

Frontiers in plant science, 2024-06, Vol.15, p.1335037

2024

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Multi-temporal high-resolution imaging spectroscopy with hyperspectral 2D imagers – From theory to application

Remote sensing of environment, 2018-02, Vol.205, p.374-389

2018

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Bridging the Gap Between Remote Sensing and Plant Phenotyping—Challenges and Opportunities for the Next Generation of Sustainable Agriculture

Frontiers in plant science, 2021-10, Vol.12, p.749374-749374

2021

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Sun-Induced Chlorophyll Fluorescence II: Review of Passive Measurement Setups, Protocols, and Their Application at the Leaf to Canopy Level

Remote sensing (Basel, Switzerland), 2019-04, Vol.11 (8), p.927

2019

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In-season forecasting of within-field grain yield from Sentinel-2 time series data

International journal of applied earth observation and geoinformation, 2024-02, Vol.126, p.103636, Article 103636

2024

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A Non-destructive Method to Quantify Leaf Starch Content in Red Clover

Frontiers in plant science, 2020-10, Vol.11, p.569948-569948

2020

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Sun-Induced Chlorophyll Fluorescence I: Instrumental Considerations for Proximal Spectroradiometers

Remote sensing (Basel, Switzerland), 2019-04, Vol.11 (8), p.960

2019

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Repeated Multiview Imaging for Estimating Seedling Tiller Counts of Wheat Genotypes Using Drones

Plant phenomics, 2020-01, Vol.2020, p.3729715-3729715

2020

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Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance

ISPRS journal of photogrammetry and remote sensing, 2015-10, Vol.108, p.245-259

2015

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Quantitative Remote Sensing at Ultra-High Resolution with UAV Spectroscopy: A Review of Sensor Technology, Measurement Procedures, and Data Correction Workflows

Fusion of Plant Height and Vegetation Indices for the Estimation of Barley Biomass

Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley

Spectral Vegetation Indices to Track Senescence Dynamics in Diverse Wheat Germplasm

PhenoCams for Field Phenotyping: Using Very High Temporal Resolution Digital Repeated Photography to Investigate Interactions of Growth, Phenology, and Harvest Traits

PhenoFly Planning Tool: flight planning for high-resolution optical remote sensing with unmanned areal systems

Current Practices in UAS-based Environmental Monitoring

Angular Dependency of Hyperspectral Measurements over Wheat Characterized by a Novel UAV Based Goniometer

Assessment of Multi-Image Unmanned Aerial Vehicle Based High-Throughput Field Phenotyping of Canopy Temperature

Global Wheat Head Detection (GWHD) Dataset: A Large and Diverse Dataset of High-Resolution RGB-Labelled Images to Develop and Benchmark Wheat Head Detection Methods

Outdoor Plant Segmentation With Deep Learning for High-Throughput Field Phenotyping on a Diverse Wheat Dataset

Flower Mapping in Grasslands With Drones and Deep Learning

Crop Nitrogen Retrieval Methods for Simulated Sentinel-2 Data Using In-Field Spectrometer Data

Propagating Sentinel-2 Top-of-Atmosphere Radiometric Uncertainty into Land Surface Phenology Metrics Using a Monte Carlo Framework

Sun-Induced Chlorophyll Fluorescence III: Benchmarking Retrieval Methods and Sensor Characteristics for Proximal Sensing

Thermal imaging can reveal variation in stay-green functionality of wheat canopies under temperate conditions

Multi-temporal high-resolution imaging spectroscopy with hyperspectral 2D imagers – From theory to application

Bridging the Gap Between Remote Sensing and Plant Phenotyping—Challenges and Opportunities for the Next Generation of Sustainable Agriculture

Sun-Induced Chlorophyll Fluorescence II: Review of Passive Measurement Setups, Protocols, and Their Application at the Leaf to Canopy Level

In-season forecasting of within-field grain yield from Sentinel-2 time series data

Global Wheat Head Detection 2021: An Improved Dataset for Benchmarking Wheat Head Detection Methods

A Non-destructive Method to Quantify Leaf Starch Content in Red Clover

Sun-Induced Chlorophyll Fluorescence I: Instrumental Considerations for Proximal Spectroradiometers

Repeated Multiview Imaging for Estimating Seedling Tiller Counts of Wheat Genotypes Using Drones

Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance

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