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Imaging canopy temperature: shedding (thermal) light on ecosystem processes
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/9780470988695.ch3openalex-snapshot
Significance of Temperature in Plant Life
inferredcites →https://doi.org/10.1002/ecs2.2311openalex-snapshot
Tropical forest temperature thresholds for gross primary productivity
inferredcites →https://doi.org/10.1002/ecs2.2692openalex-snapshot
Linking tree physiological constraints with predictions of carbon and water fluxes at an old‐growth coniferous forest
inferredcites →https://doi.org/10.1002/ecs2.2768openalex-snapshot
Thermal imaging in plant and ecosystem ecology: applications and challenges
inferredcites →https://doi.org/10.1002/j.1537-2197.1988.tb13467.xopenalex-snapshot
SHOOT STRUCTURAL EFFECTS ON NEEDLE TEMPERATURES AND PHOTOSYNTHESIS IN CONIFERS
inferredcites →https://doi.org/10.1007/bf00324231openalex-snapshot
Determinants of thermal balance in the Hawaiian giant rosette plant, Argyroxiphium sandwicense
inferredcites →https://doi.org/10.1007/s00442-002-0959-8openalex-snapshot
Microsite characteristics of Muhlenbergia richardsonis (Trin.) Rydb., an alpine C4 grass from the White Mountains, California
inferredcites →https://doi.org/10.1007/s10021-004-0144-5openalex-snapshot
Spectral and Structural Measures of Northwest Forest Vegetation at Leaf to Landscape Scales
inferredcites →https://doi.org/10.1007/s10546-006-9093-1openalex-snapshot
Utility of Radiometric–aerodynamic Temperature Relations for Heat Flux Estimation
inferredcites →https://doi.org/10.1007/s11120-013-9874-6openalex-snapshot
Temperature response of photosynthesis in C3, C4, and CAM plants: temperature acclimation and temperature adaptation
inferredcites →https://doi.org/10.1016/0168-1923(95)02259-zopenalex-snapshot
Terminology in thermal infrared remote sensing of natural surfaces
inferredcites →https://doi.org/10.1016/j.agrformet.2007.05.007openalex-snapshot
Tree species diversity affects canopy leaf temperatures in a mature temperate forest
inferredcites →https://doi.org/10.1016/j.agrformet.2011.06.019openalex-snapshot
Drought-sensitivity ranking of deciduous tree species based on thermal imaging of forest canopies
inferredcites →https://doi.org/10.1016/j.agrformet.2012.08.005openalex-snapshot
Usefulness of thermography for plant water stress detection in citrus and persimmon trees
inferredcites →https://doi.org/10.1016/j.agrformet.2016.06.001openalex-snapshot
Canopy skin temperature variations in relation to climate, soil temperature, and carbon flux at a ponderosa pine forest in central Oregon
inferredcites →https://doi.org/10.1016/j.agrformet.2016.07.017openalex-snapshot
Continuous, long-term, high-frequency thermal imaging of vegetation: Uncertainties and recommended best practices
inferredcites →https://doi.org/10.1016/j.agrformet.2017.06.009openalex-snapshot
Estimating structural parameters of agricultural crops from ground-based multi-angular digital images with a fractional model of sun and shade components
inferredcites →https://doi.org/10.1016/j.agrformet.2017.10.010openalex-snapshot
Thermal infrared imaging of conifer leaf temperatures: Comparison to thermocouple measurements and assessment of environmental influences
inferredcites →https://doi.org/10.1016/j.agrformet.2019.02.014openalex-snapshot
Use of thermal imaging to detect evaporative cooling in coniferous and broadleaved tree species of the Mediterranean maquis
inferredcites →https://doi.org/10.1016/j.jhydrol.2011.10.024openalex-snapshot
Global review and synthesis of trends in observed terrestrial near-surface wind speeds: Implications for evaporation
inferredcites →https://doi.org/10.1016/j.ppees.2017.04.004openalex-snapshot
The 90 ways to describe plant temperature
inferredcites →https://doi.org/10.1016/j.rse.2007.08.004openalex-snapshot
A new model of gross primary productivity for North American ecosystems based solely on the enhanced vegetation index and land surface temperature from MODIS
inferredcites →https://doi.org/10.1016/j.rse.2008.01.011openalex-snapshot
Separating physiologically and directionally induced changes in PRI using BRDF models
inferredcites →https://doi.org/10.1016/j.rse.2012.12.008openalex-snapshot
Satellite-derived land surface temperature: Current status and perspectives
inferredcites →https://doi.org/10.1016/s0065-2504(08)60119-1openalex-snapshot
Stomatal Control of Transpiration: Scaling Up from Leaf to Region
inferredcites →https://doi.org/10.1017/cbo9781139629218openalex-snapshot
Terrestrial Biosphere-Atmosphere Fluxes
inferredcites →https://doi.org/10.1029/2007jg000632openalex-snapshot
Are tropical forests near a high temperature threshold?
inferredcites →https://doi.org/10.1029/2018ms001354openalex-snapshot
The International Land Model Benchmarking (ILAMB) System: Design, Theory, and Implementation
inferredcites →https://doi.org/10.1029/2018ms001453openalex-snapshot
Perspectives on the Future of Land Surface Models and the Challenges of Representing Complex Terrestrial Systems
inferredcites →https://doi.org/10.1029/2020jg005892openalex-snapshot
High Heterogeneity in Canopy Temperature Among Co‐occurring Tree Species in a Temperate Forest
inferredcites →https://doi.org/10.1029/wr017i004p01133openalex-snapshot
Canopy temperature as a crop water stress indicator
inferredcites →https://doi.org/10.1073/pnas.1520282113openalex-snapshot
Convergence in the temperature response of leaf respiration across biomes and plant functional types
inferredcites →https://doi.org/10.1073/pnas.1521479112openalex-snapshot
Tropical nighttime warming as a dominant driver of variability in the terrestrial carbon sink
inferredcites →https://doi.org/10.1080/01431161.2012.716925openalex-snapshot
Land surface temperature from multiple geostationary satellites
inferredcites →https://doi.org/10.1093/jxb/ers165openalex-snapshot
Estimating evapotranspiration and drought stress with ground-based thermal remote sensing in agriculture: a review
inferredcites →https://doi.org/10.1093/jxb/ert029openalex-snapshot
Thermography to explore plant–environment interactions
inferredcites →https://doi.org/10.1093/treephys/tpr141openalex-snapshot
Temperature responses of leaf net photosynthesis: the role of component processes
inferredcites →https://doi.org/10.1111/1365-2435.13643openalex-snapshot
Low predictability of energy balance traits and leaf temperature metrics in desert, montane and alpine plant communities
inferredcites →https://doi.org/10.1111/geb.12614openalex-snapshot
Biophysical homoeostasis of leaf temperature: A neglected process for vegetation and land‐surface modelling
inferredcites →https://doi.org/10.1111/j.1365-3040.2001.00668.xopenalex-snapshot
Improved temperature response functions for models of Rubisco-limited photosynthesis
inferredcites →https://doi.org/10.1111/nph.15668openalex-snapshot
Acclimation and adaptation components of the temperature dependence of plant photosynthesis at the global scale
inferredcites →https://doi.org/10.1111/nph.16485openalex-snapshot
Plant responses to rising vapor pressure deficit
inferredcites →https://doi.org/10.1111/pce.13208openalex-snapshot
Differences in leaf thermoregulation and water use strategies between three co‐occurring Atlantic forest tree species
inferredcites →https://doi.org/10.1111/pce.13439openalex-snapshot
Foliar water uptake: Processes, pathways, and integration into plant water budgets
inferredcites →https://doi.org/10.1126/science.192.4237.376openalex-snapshot
Leaf Pubescence: Effects on Absorptance and Photosynthesis in a Desert Shrub
inferredcites →https://doi.org/10.1146/annurev.pp.31.060180.002423openalex-snapshot
Photosynthetic Response and Adaptation to Temperature in Higher Plants
inferredcites →https://doi.org/10.1371/journal.pone.0201114openalex-snapshot
Bigleaf—An R package for the calculation of physical and physiological ecosystem properties from eddy covariance data
inferredcites →https://doi.org/10.1890/06-1336.1openalex-snapshot
EDDY COVARIANCE CO2 FLUX MEASUREMENTS IN NOCTURNAL CONDITIONS: AN ANALYSIS OF THE PROBLEM
inferredcites →https://doi.org/10.32614/cran.package.gbmopenalex-snapshot
gbm: Generalized Boosted Regression Models
inferredcites →https://doi.org/10.3389/fpls.2016.01247openalex-snapshot
Diverging Drought Resistance of Scots Pine Provenances Revealed by Infrared Thermography
inferredcites →https://doi.org/10.3389/fpls.2019.00830openalex-snapshot
Species-Specific Shifts in Diurnal Sap Velocity Dynamics and Hysteretic Behavior of Ecophysiological Variables During the 2015–2016 El Niño Event in the Amazon Forest
inferredcites →https://doi.org/10.3390/rs9090957openalex-snapshot
Use of Miniature Thermal Cameras for Detection of Physiological Stress in Conifers
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.4676241openalex-extracted
Effects of Nighttime Warming and Nitrogen Addition on Microclimate in a Phragmites Australis Dominated Freshwater Wetland
inferred← citeshttps://doi.org/10.1002/ecs2.4465openalex-snapshot
Leaf temperatures and environmental conditions predict daily stem radial variations in a temperate coniferous forest
inferred← citeshttps://doi.org/10.1007/978-3-031-91114-9_16openalex-snapshot
Soil-Plant-Atmosphere Continuum and Its Relevance to Crop Production
inferred← citeshttps://doi.org/10.1007/s00484-026-03173-wopenalex-snapshot
Relationships between canopy surface temperature measured from drones and below-canopy forest microclimate in a tree diversity experiment
inferred← citeshttps://doi.org/10.1007/s11738-025-03826-0openalex-snapshot
Effect of Azospirillum brasilense on P5CS gene expression, physiological traits, and antioxidant activity responses of wheat under water stress condition
inferred← citeshttps://doi.org/10.1016/j.agrformet.2023.109560openalex-snapshot
Evapotranspiration regulates leaf temperature and respiration in dryland vegetation
inferred← citeshttps://doi.org/10.1016/j.agrformet.2023.109579openalex-snapshot
Impact of aerodynamic temperature on ET estimates of Mediterranean irrigated crops from an energy-water balance model
inferred← citeshttps://doi.org/10.1016/j.agrformet.2023.109582openalex-snapshot
Plant canopies exhibit stronger thermoregulation capability at the seasonal than diurnal timescales
inferred← citeshttps://doi.org/10.1016/j.agrformet.2023.109656openalex-snapshot
Detailed mapping of below canopy surface temperatures in forests reveals new perspectives on microclimatic processes
inferred← citeshttps://doi.org/10.1016/j.agrformet.2023.109766openalex-snapshot
Leaf thermal regulation strategies of canopy species across four vegetation types along a temperature and precipitation gradient
inferred← citeshttps://doi.org/10.1016/j.agrformet.2024.110206openalex-snapshot
Canopy temperature dynamics are closely aligned with ecosystem water availability across a water- to energy-limited gradient
inferred← citeshttps://doi.org/10.1016/j.agrformet.2025.110526openalex-snapshot
Incorporation of needleleaf traits improves estimation of light absorption and gross primary production of evergreen needleleaf forests
inferred← citeshttps://doi.org/10.1016/j.agrformet.2025.110703openalex-snapshot
Wintertime forest surface temperature dynamics in boreal and sub-alpine forests
inferred← citeshttps://doi.org/10.1016/j.agrformet.2026.111099openalex-snapshot
correcTIR: A python package and graphical user interface for processing near-surface thermal infrared data
inferred← citeshttps://doi.org/10.1016/j.agrformet.2026.111366openalex-snapshot
Mechanisms and trait controls of canopy thermal regulation across a tropical rainfall gradient
inferred← citeshttps://doi.org/10.1016/j.agwat.2024.108888openalex-snapshot
Supplemental irrigation mitigates yield loss of maize through reducing canopy temperature under heat stress
inferred← citeshttps://doi.org/10.1016/j.agwat.2026.110242openalex-snapshot
Optimization study on diagnostic methods for winter wheat water stress using UAV-borne thermal infrared imagery
inferred← citeshttps://doi.org/10.1016/j.compag.2026.112118openalex-snapshot
A physics-informed neural network for continuous rice canopy thermal monitoring and forecasting from sparse UAV observations
inferred← citeshttps://doi.org/10.1016/j.eja.2025.127964openalex-snapshot
Traits underpinning productivity and persistence of alfalfa in rainfed mediterranean environments
inferred← citeshttps://doi.org/10.1016/j.indcrop.2024.118330openalex-snapshot
UAV-driven GWAS analysis of canopy temperature and new shoots genetics in slash pine
inferred← citeshttps://doi.org/10.1016/j.jag.2023.103227openalex-snapshot
Comparison between the ASTER and ECOSTRESS global emissivity datasets
inferred← citeshttps://doi.org/10.1016/j.rse.2022.112950openalex-snapshot
What lies beneath: Vertical temperature heterogeneity in a Mediterranean woodland savanna
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2023.165626openalex-snapshot
Thermal imaging: The digital eye facilitates high-throughput phenotyping traits of plant growth and stress responses
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2024.171573openalex-snapshot
Nighttime warming and nitrogen addition effects on the microclimate of a freshwater wetland dominated by Phragmites australis
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2024.177187openalex-snapshot
Modeling the recent drought and thinning impacts on energy, water and carbon fluxes in a boreal forest
inferred← citeshttps://doi.org/10.1016/j.tree.2022.06.012openalex-snapshot
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inferred← citeshttps://doi.org/10.1029/2022gl097959openalex-snapshot
Enhanced Photosynthesis and Transpiration in an Old Growth Forest Due To Wildfire Smoke
inferred← citeshttps://doi.org/10.1029/2022jg007264openalex-snapshot
Disentangling the Role of Forest Structure and Functional Traits in the Thermal Balance of the Mediterranean–Temperate Ecotone
inferred← citeshttps://doi.org/10.1029/2026jg009764openalex-snapshot
A Cost‐Efficient and Robust Approach to Monitor Ecosystem Photosynthesis Using Near‐Infrared Enabled Cameras
inferred← citeshttps://doi.org/10.1038/s41477-026-02304-wopenalex-snapshot
Leaf temperature and its departure from ambient air temperature
inferred← citeshttps://doi.org/10.1038/s41586-023-06391-zopenalex-snapshot
Tropical forests are approaching critical temperature thresholds
inferred← citeshttps://doi.org/10.1038/s41598-022-12304-3openalex-snapshot
Downwelling longwave radiation and sensible heat flux observations are critical for surface temperature and emissivity estimation from flux tower data
inferred← citeshttps://doi.org/10.1038/s41598-022-12982-zopenalex-snapshot
Thinning increases forest resiliency during unprecedented drought
inferred← citeshttps://doi.org/10.1038/s43016-026-01298-0openalex-snapshot
Temperature thresholds of extreme heat-induced yield loss in maize and soybean reveal geographic heterogeneity across the Northern Hemisphere
inferred← citeshttps://doi.org/10.1038/s43247-025-02030-9openalex-snapshot
Scale-dependent responses to environmental fluctuations in tropical tree species’ crown temperatures
inferred← citeshttps://doi.org/10.1042/bcj20220433openalex-snapshot
Short- and long-term warming events on photosynthetic physiology, growth, and yields of field grown crops
inferred← citeshttps://doi.org/10.1061/jidedh.ireng-10634openalex-snapshot
Discussion of “Comparison of the Self-Organizing Map and the Adaptive Neuro-Fuzzy Inference System in Predicting the Paddy Crop Water Stress Index”
inferred← citeshttps://doi.org/10.1073/pnas.2205682119openalex-snapshot
No evidence of canopy-scale leaf thermoregulation to cool leaves below air temperature across a range of forest ecosystems
inferred← citeshttps://doi.org/10.1073/pnas.2528622123openalex-snapshot
Tropical forests are facing increasing risks of exposure to critical temperature thresholds
inferred← citeshttps://doi.org/10.1073/pnas.2615021123openalex-snapshot
Fragmentation outweighs forest cover in shaping land surface temperature across half of global forests
inferred← citeshttps://doi.org/10.1080/01431161.2026.2612851openalex-snapshot
Remote sensing-based rice stress and health assessment: current and future perspectives
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Near-surface remote sensing applications for a robust, climate-smart measurement, monitoring, and information system (MMIS)
inferred← citeshttps://doi.org/10.1080/22797254.2022.2062055openalex-snapshot
Canopy temperatures of selected tree species growing in the forest and outside the forest using aerial thermal infrared (3.6–4.9 µm) data
inferred← citeshttps://doi.org/10.1088/1748-9326/acf4abopenalex-snapshot
Stable isotopes contain substantial additive information about terrestrial carbon and water cycling
inferred← citeshttps://doi.org/10.1088/1748-9326/ad345eopenalex-snapshot
Summer drought weakens land surface cooling of tundra vegetation
inferred← citeshttps://doi.org/10.1088/1748-9326/adfe7fopenalex-snapshot
Drivers of canopy temperature dynamics across diverse ecosystems
inferred← citeshttps://doi.org/10.1093/plphys/kiad167openalex-snapshot
It's only natural: Plant respiration in unmanaged systems
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Grapevine leaf size influences vine canopy temperature
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Field phenomics reveals genetic variation for transpiration response to vapor pressure deficit in sorghum
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Ecogeographic signals of local adaptation in a wild relative help to identify variants associated with improved wheat performance under drought stress
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Leaf morphological traits as adaptations to multiple climate gradients
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Thermal remote sensing for plant ecology from leaf to globe
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Plant hydraulics, stomatal control, and the response of a tropical forest to water stress over multiple temporal scales
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‘Dual‐reference’ method for high‐precision infrared measurement of leaf surface temperature under field conditions
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On the importance of vapor pressure deficit for the determination of the photosynthetic temperature optimum in tropical trees
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Use of thermal imaging and the photochemical reflectance index (PRI) to detect wheat response to elevated CO 2 and drought
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Genomic signals of ecogeographic adaptation in a wild relative are associated with improved wheat performance under drought stress
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Grapevine leaf size influences canopy temperature
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Challenges and uncertainty in plot-scale emissivity and surface temperature estimation using flux tower measurements
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Absorption of Energy in Excess, Photoinhibition, Transpiration, and Foliar Heat Emission Feedback Loops During Global Warming
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A Thermal Infrared Remote Sensing Model for Diagnosing Winter Wheat Water (Triticum aestivum L.) Stress by Integrating Angular Effects and Kernel-Driven Models
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Detecting Winter Cover Crops and Crop Residues in the Midwest US Using Machine Learning Classification of Thermal and Optical Imagery
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