Leaf gas exchange measurement for steady-state stomatal conductance model calibration
Data files
Jan 29, 2026 version files 470.30 MB
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Figure10-Real-Canopy.csv
576.60 KB
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Figure10-Simulated-Canopy.txt
22.14 MB
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Figure2-Nonsteady-State-Porometer.csv
1.85 MB
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Figure2-Steady-State-IRGA.xlsx
28.69 KB
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Figure3-Cowpea-Light.csv
1.81 MB
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Figure3-Cowpea-VPD.csv
1.99 MB
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Figure3-Redbud-Light.csv
1.55 MB
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Figure3-Redbud-VPD.csv
1.52 MB
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Figure3-Walnut-Light.csv
540.57 KB
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Figure3-Walnut-VPD.csv
629.20 KB
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Figure4-Simulated-Redbud-Diurnal.txt
22.01 MB
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Figure5-IRGA-Subject-Leaf.csv
936.48 KB
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Figure6-Nonsteady-State-Measured.csv
1.11 MB
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Figure6-Nonsteady-State-Simulated.txt
367.07 MB
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Figure6-Steady-State-Measured.csv
1.20 KB
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Figure7-IRGA-Single-Leaves.csv
60.80 KB
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Figure7-Porometer-Canopy.csv
377.75 KB
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Figure8-Simulated-3600tau.txt
15.05 MB
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Figure8-Simulated-9000tau.txt
15.05 MB
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Figure8-Simulated-900tau.txt
14.99 MB
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Figure9-IRGA-Subject-Leaf.csv
936.48 KB
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Figure9-Porometer-Neighboring-Leaves.csv
64.06 KB
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README.md
6.35 KB
Abstract
This dataset supports a methodological investigation into leaf gas exchange measurement protocols for calibrating steady-state stomatal conductance models. The repository contains 24 data files comprising both field measurements and 3D biophysical model simulations. Field measurements include steady-state gas exchange data collected with a LICOR LI-6800 infrared gas analyzer (IRGA) and non-steady-state survey measurements collected with a LICOR LI-600 leaf porometer across three plant species: cowpea (Vigna unguiculata), eastern redbud (Cercis canadensis), and walnut (Juglans regia). Measured variables include stomatal conductance, photosynthetic rate, transpiration, leaf temperature, vapor pressure deficit, and photosynthetic photon flux density under varying light intensities and environmental conditions. Complementary simulated data were generated using leaf-resolving biophysical models to quantify measurement discrepancies across different stomatal time constants (τ = 900-9000s), spatial sampling strategies (single leaves vs. canopy surveys), and temporal protocols (diurnal cycles, steady-state vs. non-steady-state measurements). The dataset includes light response curves, vapor pressure deficit response curves, diurnal simulations, and statistical power analyses examining sample size requirements for parameter recovery. These data quantify leaf-to-leaf physiological variability (>3-fold under identical conditions), systematic errors introduced by stomatal kinetics in parameter calibration, and instrument-specific trade-offs between IRGAs and porometers. This dataset provides essential benchmarks for developing efficient gas exchange measurement protocols and assessing the reliability of stomatal model parameter estimates in crop and land surface modeling applications.
This repository contains gas exchange measurement data used to generate the figures in the associated manuscript. The data includes both measured (IRGA and porometer) and simulated gas exchange parameters for various plant species under different environmental conditions.
Overview
The dataset comprises leaf-level and canopy-scale gas exchange measurements along with model simulations. Data were collected using infrared gas analyzers (IRGA) and leaf porometers, with complementary simulations performed to validate stomatal conductance models.
File Naming Convention
Files are named according to the figure they correspond to in the manuscript:
Figure[N]-[Instrument/Method]-[Description].[ext]
Where:
[N]= Figure number in manuscript[Instrument/Method]= Data collection method (IRGA, Porometer, Simulated)[Description]= Brief description of the experiment or data type[ext]= File extension (.csv, .txt, or .xlsx)
Data Files
Figure 2 - Steady-State vs Non-Steady-State Comparison
- Figure2-Steady-State-IRGA.xlsx: Steady-state IRGA measurements
- Figure2-Nonsteady-State-Porometer.csv: Non-steady-state porometer measurements
Figure 3 - Species Response Curves (Light and VPD)
Light response curves:
- Figure3-Cowpea-Light.csv: Cowpea light response data
- Figure3-Redbud-Light.csv: Eastern redbud light response data
- Figure3-Walnut-Light.csv: Walnut light response data
Vapor pressure deficit (VPD) response curves:
- Figure3-Cowpea-VPD.csv: Cowpea VPD response data
- Figure3-Redbud-VPD.csv: Eastern redbud VPD response data
- Figure3-Walnut-VPD.csv: Walnut VPD response data
Figure 4 - Diurnal Simulation
- Figure4-Simulated-Redbud-Diurnal.txt: Simulated diurnal cycle for eastern redbud canopy
Figure 5 - Subject Leaf Measurements
- Figure5-IRGA-Subject-Leaf.csv: IRGA measurements on the subject leaf
Figure 6 - Steady-State and Non-Steady-State Validation
Measured data:
- Figure6-Steady-State-Measured.csv: Steady-state measured data
- Figure6-Nonsteady-State-Measured.csv: Non-steady-state measured data
Simulated data:
- Figure6-Steady-State-Simulated.txt: Steady-state simulation results
- Figure6-Nonsteady-State-Simulated.txt: Non-steady-state simulation results
Figure 7 - Single Leaf vs Canopy Measurements
- Figure7-IRGA-Single-Leaves.csv: IRGA measurements on individual leaves
- Figure7-Porometer-Canopy.csv: Porometer measurements across the canopy
Figure 8 - Time Constant Simulations
Simulations with different stomatal time constants (τ):
- Figure8-Simulated-900tau.txt: Simulation with τ = 900s
- Figure8-Simulated-3600tau.txt: Simulation with τ = 3600s
- Figure8-Simulated-9000tau.txt: Simulation with τ = 9000s
Figure 9 - Neighboring Leaf Effects
- Figure9-IRGA-Subject-Leaf.csv: IRGA measurements on subject leaf during neighboring leaf experiment
- Figure9-Porometer-Neighboring-Leaves.csv: Porometer measurements on neighboring leaves
Figure 10 - Real vs Simulated Canopy
- Figure10-Real-Canopy.csv: Measured canopy-scale gas exchange
- Figure10-Simulated-Canopy.txt: Simulated canopy-scale gas exchange
Data File Formats
CSV Files (.csv)
Comma-separated values with header row containing variable names and (where applicable) a second row with units.
Common variables include:
- gs, gsw: Stomatal conductance to water vapor (mol m⁻² s⁻¹)
- gbw: Boundary layer conductance to water vapor (mol m⁻² s⁻¹)
- E: Transpiration rate (mmol m⁻² s⁻¹)
- A, An: Net photosynthesis rate (µmol m⁻² s⁻¹)
- Ci: Intercellular CO₂ concentration (µmol mol⁻¹)
- Ca: Ambient CO₂ concentration (µmol mol⁻¹)
- Tleaf: Leaf temperature (°C)
- Tair: Air temperature (°C)
- Q, PPFD: Photosynthetic photon flux density (µmol m⁻² s⁻¹)
- VPD, VPDleaf: Vapor pressure deficit (kPa or mmol mol⁻¹)
- RH, h: Relative humidity (%)
- Patm, Pa, P_atm: Atmospheric pressure (kPa)
Text Files (.txt)
Tab-delimited or space-delimited text files from simulation outputs, with header row containing variable names.
Excel Files (.xlsx)
Microsoft Excel format with data in spreadsheet format, typically with headers in the first row.
Species Information
- Cowpea (Vigna unguiculata)
- Eastern redbud (Cercis canadensis)
- Walnut (Juglans sp.)
Instrumentation
IRGA (Infrared Gas Analyzer)
LICOR LI-6800 steady-state measurements of gas exchange parameters including photosynthesis, transpiration, and stomatal conductance.
Leaf Porometer
LICOR LI-600 non-steady-state measurements of stomatal conductance and transpiration across multiple leaves or spatial locations.
Column Descriptions
Common IRGA Variables
- obs: Observation number
- time: Timestamp of measurement
- species: Plant species measured
- gsw: Stomatal conductance to water vapor
- gbw: Boundary layer conductance to water vapor
- gtw: Total conductance to water vapor
- E_apparent: Apparent transpiration rate
- VPcham, VPref, VPleaf: Vapor pressure in chamber, reference, and at leaf surface
- VPDleaf: Leaf-to-air vapor pressure deficit
- H2O_r, H2O_s, H2O_leaf: Water vapor concentrations
- leaf_area: Leaf area enclosed in chamber
- Tref, Tmeas, Tleaf: Temperature measurements
- P_atm, Patm: Atmospheric pressure
- flow, flow_s: Flow rates
- Qamb: Ambient light intensity
Common Simulated Variables
- leaf: Leaf identifier
- x, y, z: Spatial coordinates
- zenith, azimuth: Solar angles
- area: Leaf area
- PPFD: Photosynthetic photon flux density
- gs: Stomatal conductance
- gbw: Boundary layer conductance
- Tleaf, Tair: Leaf and air temperature
- RHair: Air relative humidity
- VPD: Vapor pressure deficit
- A: Net photosynthesis
- E: Transpiration
- psiL, psiStem: Leaf and stem water potential
- sunlitivity: Degree of sunlit exposure (0-1)
Notes
- Missing or invalid data are typically indicated by specific values (e.g., 999.9, 9999, -9999) or blank fields
- Timestamp formats may vary between instruments; refer to individual file headers for specific formats
