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Uncooled Thermal Camera Calibration and Optimization of the Photogrammetry Process for UAV Applications in Agriculture

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/hyp.8408openalex-snapshot
Satellite‐based ET estimation in agriculture using SEBAL and METRIC
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Thermal cameras and applications: a survey
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ET mapping for agricultural water management: present status and challenges
inferredcites →https://doi.org/10.1007/s00271-009-0183-yopenalex-snapshot
Estimation of actual evapotranspiration for a drip-irrigated Merlot vineyard using a three-source model
inferredcites →https://doi.org/10.1007/s00271-012-0381-xopenalex-snapshot
Calibration and validation of a remote sensing algorithm to estimate energy balance components and daily actual evapotranspiration over a drip-irrigated Merlot vineyard
inferredcites →https://doi.org/10.1007/s00271-012-0382-9openalex-snapshot
Assessment of vineyard water status variability by thermal and multispectral imagery using an unmanned aerial vehicle (UAV)
inferredcites →https://doi.org/10.1007/s00271-014-0456-yopenalex-snapshot
Seasonal evolution of crop water stress index in grapevine varieties determined with high-resolution remote sensing thermal imagery
inferredcites →https://doi.org/10.1007/s11119-012-9274-5openalex-snapshot
The application of small unmanned aerial systems for precision agriculture: a review
inferredcites →https://doi.org/10.1007/s11119-013-9334-5openalex-snapshot
Mapping crop water stress index in a ‘Pinot-noir’ vineyard: comparing ground measurements with thermal remote sensing imagery from an unmanned aerial vehicle
inferredcites →https://doi.org/10.1007/s11119-014-9351-zopenalex-snapshot
Crop water stress index derived from multi-year ground and aerial thermal images as an indicator of potato water status
inferredcites →https://doi.org/10.1007/s11119-014-9357-6openalex-snapshot
Applications of georeferenced high-resolution images obtained with unmanned aerial vehicles. Part II: application to maize and onion crops of a semi-arid region in Spain
inferredcites →https://doi.org/10.1007/s11119-016-9449-6openalex-snapshot
Field phenotyping of water stress at tree scale by UAV-sensed imagery: new insights for thermal acquisition and calibration
inferredcites →https://doi.org/10.1007/s11119-016-9492-3openalex-snapshot
Crop water status assessment in controlled environment using crop reflectance and temperature measurements
inferredcites →https://doi.org/10.1007/s12665-015-4976-4openalex-snapshot
A methodology to estimate equity of canal water and groundwater use at different spatial and temporal scales: a geo-informatics approach
inferredcites →https://doi.org/10.1016/0002-1571(81)90032-7openalex-snapshot
Normalizing the stress-degree-day parameter for environmental variability
inferredcites →https://doi.org/10.1016/0168-1923(95)02265-yopenalex-snapshot
Source approach for estimating soil and vegetation energy fluxes in observations of directional radiometric surface temperature
inferredcites →https://doi.org/10.1016/j.agwat.2008.10.001openalex-snapshot
Evaluation of satellite evapotranspiration estimates using ground-meteorological data available for the Flumen District into the Ebro Valley of N.E. Spain
inferredcites →https://doi.org/10.1016/j.agwat.2015.03.023openalex-snapshot
Comparison of canopy temperature-based water stress indices for maize
inferredcites →https://doi.org/10.1016/j.agwat.2015.12.009openalex-snapshot
Evaluation of neural network modeling to predict non-water-stressed leaf temperature in wine grape for calculation of crop water stress index
inferredcites →https://doi.org/10.1016/j.agwat.2016.08.026openalex-snapshot
High-resolution UAV-based thermal imaging to estimate the instantaneous and seasonal variability of plant water status within a vineyard
inferredcites →https://doi.org/10.1016/j.biosystemseng.2015.12.003openalex-snapshot
Detection of tomatoes using spectral-spatial methods in remotely sensed RGB images captured by UAV
inferredcites →https://doi.org/10.1016/j.biosystemseng.2016.09.014openalex-snapshot
Approximate georeferencing and automatic blurred image detection to reduce the costs of UAV use in environmental and agricultural applications
inferredcites →https://doi.org/10.1016/j.compag.2017.05.027openalex-snapshot
Application of UAV imaging platform for vegetation analysis based on spectral-spatial methods
inferredcites →https://doi.org/10.1016/j.jseaes.2016.05.012openalex-snapshot
A coupled remote sensing and the Surface Energy Balance based algorithms to estimate actual evapotranspiration over the western and southern regions of Saudi Arabia
inferredcites →https://doi.org/10.1016/j.jvcir.2015.10.014openalex-snapshot
A survey on image mosaicing techniques
inferredcites →https://doi.org/10.1016/j.rse.2005.09.002openalex-snapshot
Assessing vineyard condition with hyperspectral indices: Leaf and canopy reflectance simulation in a row-structured discontinuous canopy
inferredcites →https://doi.org/10.1016/j.rse.2007.07.018openalex-snapshot
Modelling surface energy fluxes over maize using a two-source patch model and radiometric soil and canopy temperature observations
inferredcites →https://doi.org/10.1016/s0022-1694(98)00253-4openalex-snapshot
A remote sensing surface energy balance algorithm for land (SEBAL). 1. Formulation
inferredcites →https://doi.org/10.1016/s0168-1923(96)02368-4openalex-snapshot
The effect of clumping and stomatal response on evaporation from sparsely vegetated shrublands
inferredcites →https://doi.org/10.1016/s1464-1909(99)00128-8openalex-snapshot
S-SEBI: A simple remote sensing algorithm to estimate the surface energy balance
inferredcites →https://doi.org/10.1061/(asce)0733-9437(2007)133:4(395)openalex-snapshot
Satellite-Based Energy Balance for Mapping Evapotranspiration with Internalized Calibration (METRIC)—Applications
inferredcites →https://doi.org/10.1061/(asce)ir.1943-4774.0000276openalex-snapshot
Using a Surface Energy Balance Model to Calculate Spatially Distributed Actual Evapotranspiration
inferredcites →https://doi.org/10.1061/40792(173)556openalex-snapshot
Satellite-Based Evapotranspiration by Energy Balance for Western States Water Management
inferredcites →https://doi.org/10.1080/01621459.1974.10480123openalex-snapshot
Seasonal Adjustment and Relations between Variables
inferredcites →https://doi.org/10.1093/jxb/erl115openalex-snapshot
Use of thermal and visible imagery for estimating crop water status of irrigated grapevine
inferredcites →https://doi.org/10.1093/oso/9780198538493.001.0001openalex-snapshot
Neural Networks for Pattern Recognition
inferredcites →https://doi.org/10.1109/dicta.2005.68openalex-snapshot
Real Time Aerial Natural Image Interpretation for Autonomous Ranger Drone Navigation
inferredcites →https://doi.org/10.1109/igarss.2014.6947013openalex-snapshot
Procedures for processing thermal images using low-cost microbolometer cameras for small unmanned aerial systems
inferredcites →https://doi.org/10.1109/ivcnz.2010.6148850openalex-snapshot
Real-time aerial image mosaicing
inferredcites →https://doi.org/10.1109/lsp.2014.2353774openalex-snapshot
Content Adaptive Image Detail Enhancement
inferredcites →https://doi.org/10.1109/mesa.2010.5552031openalex-snapshot
Low-cost UAV-based thermal infrared remote sensing: Platform, calibration and applications
inferredcites →https://doi.org/10.1109/tgrs.2008.2010457openalex-snapshot
Thermal and Narrowband Multispectral Remote Sensing for Vegetation Monitoring From an Unmanned Aerial Vehicle
inferredcites →https://doi.org/10.1117/12.851336openalex-snapshot
Sniper detection using infrared camera: technical possibilities and limitations
inferredcites →https://doi.org/10.1145/1141911.1141964openalex-snapshot
Photo tourism
inferredcites →https://doi.org/10.1186/s13007-015-0078-2openalex-snapshot
Unmanned aerial platform-based multi-spectral imaging for field phenotyping of maize
inferredcites →https://doi.org/10.21611/qirt.2012.334openalex-snapshot
Review of current thermal imaging temperature calibration and evaluation facilities, practices and procedures, across EURAMET (European Association of National Metrology Institutes)
inferredcites →https://doi.org/10.2514/6.2004-6488openalex-snapshot
Real-Time Attitude and Position Estimation for Small UAVs Using Low-Cost Sensors
inferredcites →https://doi.org/10.2747/1548-1603.48.1.4openalex-snapshot
Image Processing and Classification Procedures for Analysis of Sub-decimeter Imagery Acquired with an Unmanned Aircraft over Arid Rangelands
inferredcites →https://doi.org/10.3390/en7052821openalex-snapshot
Evapotranspiration Estimation with Remote Sensing and Various Surface Energy Balance Algorithms—A Review
inferredcites →https://doi.org/10.3390/rs8030178openalex-snapshot
An Advanced Pre-Processing Pipeline to Improve Automated Photogrammetric Reconstructions of Architectural Scenes
inferredcites →https://doi.org/10.3390/rs8080638openalex-snapshot
Estimation of Energy Balance Components over a Drip-Irrigated Olive Orchard Using Thermal and Multispectral Cameras Placed on a Helicopter-Based Unmanned Aerial Vehicle (UAV)
inferredcites →https://doi.org/10.3390/s17071499openalex-snapshot
Vicarious Calibration of sUAS Microbolometer Temperature Imagery for Estimation of Radiometric Land Surface Temperature
inferredcites →https://doi.org/10.5194/hess-6-85-2002openalex-snapshot
The Surface Energy Balance System (SEBS) for estimation of turbulent heat fluxes
inferredcites →https://doi.org/10.5194/isprs-archives-xli-b6-31-2016openalex-snapshot
DEVELOPMENT OF AN ALL-PURPOSE FREE PHOTOGRAMMETRIC TOOL
inferredcites →https://doi.org/10.5194/isprsannals-ii-5-145-2014openalex-snapshot
Image pre-processing for optimizing automated photogrammetry performances
inferredcites →https://doi.org/10.5194/isprsarchives-xxxix-b6-111-2012openalex-snapshot
DETERMINATION OF THE UAV POSITION BY AUTOMATIC PROCESSING OF THERMAL IMAGES
inferredcites →https://doi.org/10.5194/isprsarchives-xxxviii-5-w16-269-2011openalex-snapshot
APERO, AN OPEN SOURCE BUNDLE ADJUSMENT SOFTWARE FOR AUTOMATIC CALIBRATION AND ORIENTATION OF SET OF IMAGES
inferredcites →https://doi.org/10.5194/jsss-4-187-2015openalex-snapshot
Calibration of uncooled thermal infrared cameras

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Assessment for crop water stress with infrared thermal imagery in precision agriculture: A review and future prospects for deep learning applications
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Maize Canopy Temperature Extracted From UAV Thermal and RGB Imagery and Its Application in Water Stress Monitoring
inferred← citeshttps://doi.org/10.3389/fpls.2020.00150openalex-snapshot
Assessment of Multi-Image Unmanned Aerial Vehicle Based High-Throughput Field Phenotyping of Canopy Temperature
inferred← citeshttps://doi.org/10.3389/fpls.2021.734944openalex-snapshot
Detecting Plant Stress Using Thermal and Optical Imagery From an Unoccupied Aerial Vehicle
inferred← citeshttps://doi.org/10.3389/fpls.2024.1435016openalex-snapshot
Intelligent agriculture: deep learning in UAV-based remote sensing imagery for crop diseases and pests detection
inferred← citeshttps://doi.org/10.3390/act14090464openalex-snapshot
Autonomous Driving in Agricultural Machinery: Advancing the Frontier of Precision Agriculture
inferred← citeshttps://doi.org/10.3390/aerospace13050430openalex-snapshot
High-Resolution Thermal Mapping for Quantitative UAV–TIR Applications: A Methodological Review of Sensor Integration, Calibration, and Data Processing Decisions
inferred← citeshttps://doi.org/10.3390/agriculture11010022openalex-snapshot
A Comparative Study on Application of Unmanned Aerial Vehicle Systems in Agriculture
inferred← citeshttps://doi.org/10.3390/agronomy10010140openalex-snapshot
A Review of Current and Potential Applications of Remote Sensing to Study the Water Status of Horticultural Crops
inferred← citeshttps://doi.org/10.3390/agronomy9020096openalex-snapshot
An Automated Plot Heater for Field Frost Research in Cereals
inferred← citeshttps://doi.org/10.3390/agronomy9100618openalex-snapshot
Unmanned Aircraft System (UAS) Technology and Applications in Agriculture
inferred← citeshttps://doi.org/10.3390/app11073185openalex-snapshot
Integrated Approach for Detecting Convection Effects in Geothermal Environments Based on TIR Camera Measurements
inferred← citeshttps://doi.org/10.3390/drones3020040openalex-snapshot
A Review on the Use of Unmanned Aerial Vehicles and Imaging Sensors for Monitoring and Assessing Plant Stresses
inferred← citeshttps://doi.org/10.3390/drones4020013openalex-snapshot
Accuracy of 3D Landscape Reconstruction without Ground Control Points Using Different UAS Platforms
inferred← citeshttps://doi.org/10.3390/drones5040119openalex-snapshot
Thermal Sensor Calibration for Unmanned Aerial Systems Using an External Heated Shutter
inferred← citeshttps://doi.org/10.3390/drones5040132openalex-snapshot
A Practical Validation of Uncooled Thermal Imagers for Small RPAS
inferred← citeshttps://doi.org/10.3390/drones6040095openalex-snapshot
Non-Terrestrial Networks-Enabled Internet of Things: UAV-Centric Architectures, Applications, and Open Issues
inferred← citeshttps://doi.org/10.3390/drones6070178openalex-snapshot
An Error Prediction Model for Construction Bulk Measurements Using a Customized Low-Cost UAS-LIDAR System
inferred← citeshttps://doi.org/10.3390/drones7100617openalex-snapshot
Quantifying Within-Flight Variation in Land Surface Temperature from a UAV-Based Thermal Infrared Camera
inferred← citeshttps://doi.org/10.3390/drones7110683openalex-snapshot
Self-Calibration of UAV Thermal Imagery Using Gradient Descent Algorithm
inferred← citeshttps://doi.org/10.3390/en19071776openalex-snapshot
UAV-Based Infrared Thermography for Qualitative and Quantitative Building Energy Assessment: A Review
inferred← citeshttps://doi.org/10.3390/inventions5010012openalex-snapshot
Autonomous Mobile Ground Control Point Improves Accuracy of Agricultural Remote Sensing through Collaboration with UAV
inferred← citeshttps://doi.org/10.3390/rs10111734openalex-snapshot
Permafrost Terrain Dynamics and Infrastructure Impacts Revealed by UAV Photogrammetry and Thermal Imaging
inferred← citeshttps://doi.org/10.3390/rs10122062openalex-snapshot
Can UAV-Based Infrared Thermography Be Used to Study Plant-Parasite Interactions between Mistletoe and Eucalypt Trees?
inferred← citeshttps://doi.org/10.3390/rs11050567openalex-snapshot
Challenges and Best Practices for Deriving Temperature Data from an Uncalibrated UAV Thermal Infrared Camera
inferred← citeshttps://doi.org/10.3390/rs11060605openalex-snapshot
Mapping Maize Water Stress Based on UAV Multispectral Remote Sensing
inferred← citeshttps://doi.org/10.3390/rs11242952openalex-snapshot
High-Throughput Phenotyping of Indirect Traits for Early-Stage Selection in Sugarcane Breeding
inferred← citeshttps://doi.org/10.3390/rs12010112openalex-snapshot
Evaluating Thermal Attribute Mapping Strategies for Oblique Airborne Photogrammetric System AOS-Tx8
inferred← citeshttps://doi.org/10.3390/rs12061001openalex-snapshot
Current Practices in UAS-based Environmental Monitoring
inferred← citeshttps://doi.org/10.3390/rs12071075openalex-snapshot
Land Surface Temperature Retrieval for Agricultural Areas Using a Novel UAV Platform Equipped with a Thermal Infrared and Multispectral Sensor
inferred← citeshttps://doi.org/10.3390/rs12091491openalex-snapshot
Applications of UAV Thermal Imagery in Precision Agriculture: State of the Art and Future Research Outlook
inferred← citeshttps://doi.org/10.3390/rs12101552openalex-snapshot
Challenges in UAS-Based TIR Imagery Processing: Image Alignment and Uncertainty Quantification
inferred← citeshttps://doi.org/10.3390/rs12101642openalex-snapshot
Super-Resolution of Thermal Images Using an Automatic Total Variation Based Method
inferred← citeshttps://doi.org/10.3390/rs12213591openalex-snapshot
Assessing the Performance of a Low-Cost Thermal Camera in Proximal and Aerial Conditions
inferred← citeshttps://doi.org/10.3390/rs13091635openalex-snapshot
Improving Accuracy of Unmanned Aerial System Thermal Infrared Remote Sensing for Use in Energy Balance Models in Agriculture Applications
inferred← citeshttps://doi.org/10.3390/rs13101977openalex-snapshot
Comparison of Accuracy of Surface Temperature Images from Unmanned Aerial Vehicle and Satellite for Precise Thermal Environment Monitoring of Urban Parks Using In Situ Data
inferred← citeshttps://doi.org/10.3390/rs13163255openalex-snapshot
Overcoming the Challenges of Thermal Infrared Orthomosaics Using a Swath-Based Approach to Correct for Dynamic Temperature and Wind Effects
inferred← citeshttps://doi.org/10.3390/rs13193841openalex-snapshot
Automatic Identification and Monitoring of Plant Diseases Using Unmanned Aerial Vehicles: A Review
inferred← citeshttps://doi.org/10.3390/rs13204155openalex-snapshot
A Review of Crop Water Stress Assessment Using Remote Sensing
inferred← citeshttps://doi.org/10.3390/rs14010108openalex-snapshot
UAV Thermal Images for Water Presence Detection in a Mediterranean Headwater Catchment
inferred← citeshttps://doi.org/10.3390/rs14164019openalex-snapshot
The Efficiency of Foliar Kaolin Spray Assessed through UAV-Based Thermal Infrared Imagery
inferred← citeshttps://doi.org/10.3390/rs14194954openalex-snapshot
Technical Challenges for Multi-Temporal and Multi-Sensor Image Processing Surveyed by UAV for Mapping and Monitoring in Precision Agriculture
inferred← citeshttps://doi.org/10.3390/rs14246356openalex-snapshot
Limiting External Absorptivity of UAV-Based Uncooled Thermal Infrared Sensors Increases Water Temperature Measurement Accuracy
inferred← citeshttps://doi.org/10.3390/rs15102653openalex-snapshot
Orthomosaicking Thermal Drone Images of Forests via Simultaneously Acquired RGB Images
inferred← citeshttps://doi.org/10.3390/rs16050796openalex-snapshot
Water Stress Index and Stomatal Conductance under Different Irrigation Regimes with Thermal Sensors in Rice Fields on the Northern Coast of Peru
inferred← citeshttps://doi.org/10.3390/rs17040606openalex-snapshot
Practical Guidelines for Performing UAV Mapping Flights with Snapshot Sensors
inferred← citeshttps://doi.org/10.3390/rs17071254openalex-snapshot
Assessing Heterogeneity of Surface Water Temperature Following Stream Restoration and a High-Intensity Fire from Thermal Imagery
inferred← citeshttps://doi.org/10.3390/rs17213579openalex-snapshot
Evaluating Various Energy Balance Aggregation Schemes in Cotton Using Unoccupied Aerial Systems (UASs)-Based Latent Heat Flux Estimates
inferred← citeshttps://doi.org/10.3390/s18020397openalex-snapshot
Automatic Coregistration Algorithm to Remove Canopy Shaded Pixels in UAV-Borne Thermal Images to Improve the Estimation of Crop Water Stress Index of a Drip-Irrigated Cabernet Sauvignon Vineyard
inferred← citeshttps://doi.org/10.3390/s18020570openalex-snapshot
A Holistic Approach to the Evaluation of the Montado Ecosystem Using Proximal Sensors
inferred← citeshttps://doi.org/10.3390/s19132880openalex-snapshot
Decision Support System for Variable Rate Irrigation Based on UAV Multispectral Remote Sensing
inferred← citeshttps://doi.org/10.3390/s20030817openalex-snapshot
Advanced UAV–WSN System for Intelligent Monitoring in Precision Agriculture
inferred← citeshttps://doi.org/10.3390/s20113316openalex-snapshot
A Calibration Procedure for Field and UAV-Based Uncooled Thermal Infrared Instruments
inferred← citeshttps://doi.org/10.3390/s20205836openalex-snapshot
Design, Fabrication, and Performance Evaluation of Portable and Large-Area Blackbody System
inferred← citeshttps://doi.org/10.3390/s20226427openalex-snapshot
Evapotranspiration Estimation with Small UAVs in Precision Agriculture
inferred← citeshttps://doi.org/10.3390/s20247098openalex-snapshot
Field-Based Calibration of Unmanned Aerial Vehicle Thermal Infrared Imagery with Temperature-Controlled References
inferred← citeshttps://doi.org/10.3390/s21103531openalex-snapshot
UAV Photogrammetry under Poor Lighting Conditions—Accuracy Considerations
inferred← citeshttps://doi.org/10.3390/s21248466openalex-snapshot
Factors Influencing Temperature Measurements from Miniaturized Thermal Infrared (TIR) Cameras: A Laboratory-Based Approach
inferred← citeshttps://doi.org/10.3390/s22072468openalex-snapshot
The Conception of Test Fields for Fast Geometric Calibration of the FLIR VUE PRO Thermal Camera for Low-Cost UAV Applications
inferred← citeshttps://doi.org/10.3390/s23010403openalex-snapshot
IoT-Based Systems for Soil Nutrients Assessment in Horticulture
inferred← citeshttps://doi.org/10.3390/s24144498openalex-snapshot
StarDICE II: Calibration of an Uncooled Infrared Thermal Camera for Atmospheric Gray Extinction Characterization
inferred← citeshttps://doi.org/10.5194/tc-17-1165-2023openalex-snapshot
High-resolution debris-cover mapping using UAV-derived thermal imagery: limits and opportunities
inferred← citeshttps://doi.org/10.5194/tc-18-719-2024openalex-snapshot
A low-cost and open-source approach for supraglacial debris thickness mapping using UAV-based infrared thermography
inferred← citeshttps://doi.org/10.5194/tc-2022-113-ac1openalex-snapshot
Reply on RC1
inferred← citeshttps://doi.org/10.5194/tc-2022-113-ac2openalex-snapshot
Reply on RC2
inferred← citeshttps://doi.org/10.5194/tc-2022-113-rc1openalex-snapshot
Comment on tc-2022-113
inferred← citeshttps://doi.org/10.5194/tc-2022-113-rc2openalex-snapshot
Comment on tc-2022-113
inferred← citeshttps://doi.org/10.5281/zenodo.173432openalex-snapshot
FIGURES 12 a–e in Two new species of Kapateira Young from Costa Rica (Auchenorrhyncha: Cicadellidae: Cicadellinae)
inferred← citeshttps://doi.org/10.53093/mephoj.919916openalex-snapshot
Photogrammetric analysis of multispectral and thermal close-range images
inferred← citeshttps://doi.org/10.54097/hset.v27i.3733openalex-snapshot
Review of Applications of UAVs in Agriculture
inferred← citeshttps://doi.org/10.54517/ama.v2i2.2090openalex-snapshot
Plant genetic transformation promotes modern agriculture and the food safety of genetically modified plants
inferred← citeshttps://doi.org/10.54517/ama.v4i2.2457openalex-snapshot
Classification of cotton water stress using convolutional neural networks and UAV-based RGB imagery
inferred← citeshttps://doi.org/10.54517/ama.v5i1.2457openalex-snapshot
Classification of cotton water stress using convolutional neural networks and UAV-based RGB imagery
inferred← citeshttps://doi.org/10.61186/jgit.10.4.39openalex-snapshot
Improved Geometric Calibration Method for Thermal Sensors Using the Hough Transform Algorithm
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