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A theoretical and empirical assessment of stomatal optimization modeling
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Regulation of Water Use in Relation to Carbon Gain in Higher Plants
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A Model Predicting Stomatal Conductance and its Contribution to the Control of Photosynthesis under Different Environmental Conditions
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A biochemical model of photosynthetic CO2 assimilation in leaves of C3 species
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Optimization of stomatal conductance for maximum carbon gain under dynamic soil moisture
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Transport in a coordinated soil-root-xylem-phloem leaf system
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A perspective on optimal leaf stomatal conductance under CO2 and light co-limitations
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Stomatal and non-stomatal limitations of photosynthesis for four tree species under drought: A comparison of model formulations
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Linking phloem function to structure: Analysis with a coupled xylem–phloem transport model
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Optimal stomatal behaviour under stochastic rainfall
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Mesophyll diffusion conductance to CO2: An unappreciated central player in photosynthesis
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Terrestrial water fluxes dominated by transpiration
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Limitation of plant water use by rhizosphere and xylem conductance: results from a model
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Field evidence for the optimality hypothesis of gas exchange in plants
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Optimal stomatal behavior with competition for water and risk of hydraulic impairment
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The impact of rising CO 2 and acclimation on the response of US forests to global warming
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A stomatal optimization theory to describe the effects of atmospheric CO2 on leaf photosynthesis and transpiration
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Long-term water stress leads to acclimation of drought sensitivity of photosynthetic capacity in xeric but not riparianEucalyptusspecies
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A steady-state stomatal model of balanced leaf gas exchange, hydraulics and maximal source–sink flux
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The stomatal response to rising CO2 concentration and drought is predicted by a hydraulic trait-based optimization model
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Modelling tropical forest responses to drought and El Niño with a stomatal optimization model based on xylem hydraulics
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OnGuard, a Computational Platform for Quantitative Kinetic Modeling of Guard Cell Physiology
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Systems Dynamic Modeling of the Stomatal Guard Cell Predicts Emergent Behaviors in Transport, Signaling, and Volume Control
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Mechanism of Water Stress-Induced Xylem Embolism
inferredcites →https://doi.org/10.1111/ele.12211openalex-snapshot
Balancing the costs of carbon gain and water transport: testing a new theoretical framework for plant functional ecology
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Woody plants optimise stomatal behaviour relative to hydraulic risk
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Leveraging plant hydraulics to yield predictive and dynamic plant leaf allocation in vegetation models with climate change
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Reconciling the optimal and empirical approaches to modelling stomatal conductance
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A critical appraisal of a combined stomatal‐photosynthesis model for C3 plants
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Leaf stomatal responses to vapour pressure deficit under current and CO2‐enriched atmosphere explained by the economics of gas exchange
inferredcites →https://doi.org/10.1111/j.1469-8137.2005.01543.xopenalex-snapshot
The control of stomata by water balance
inferredcites →https://doi.org/10.1111/nph.12552openalex-snapshot
Stomatal optimisation in relation to atmospheric CO 2
inferredcites →https://doi.org/10.1111/nph.13354openalex-snapshot
What plant hydraulics can tell us about responses to climate‐change droughts
inferredcites →https://doi.org/10.1111/nph.14059openalex-snapshot
Pragmatic hydraulic theory predicts stomatal responses to climatic water deficits
inferredcites →https://doi.org/10.1111/nph.14848openalex-snapshot
New insights into the covariation of stomatal, mesophyll and hydraulic conductances from optimization models incorporating nonstomatal limitations to photosynthesis
inferredcites →https://doi.org/10.1111/nph.15333openalex-snapshot
A stomatal control model based on optimization of carbon gain versus hydraulic risk predicts aspen sapling responses to drought
inferredcites →https://doi.org/10.1111/nph.15681openalex-snapshot
Modelling water fluxes in plants: from tissues to biosphere
inferredcites →https://doi.org/10.1111/oik.04534openalex-snapshot
A global analysis of plant recovery performance from water stress
inferredcites →https://doi.org/10.1111/pce.12137openalex-snapshot
Stomatal responses to changes in vapor pressure deficit reflect tissue‐specific differences in hydraulic conductance
inferredcites →https://doi.org/10.1111/pce.12343openalex-snapshot
Is stomatal conductance optimized over both time and space in plant crowns? A field test in grapevine ( V itis vinifera)
inferredcites →https://doi.org/10.1111/pce.12657openalex-snapshot
Drought limitations to leaf‐level gas exchange: results from a model linking stomatal optimization and cohesion–tension theory
inferredcites →https://doi.org/10.1111/pce.12852openalex-snapshot
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inferredcites →https://doi.org/10.25911/5d7783b493c3aopenalex-snapshot
A study of the responses of stomata to perturbations of environment
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Using Machine Learning Methods to Predict and Understand Stomatal Behavior Under Different Environmental Conditions
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Impact of merging of historical and future climate data sets on land carbon cycle projections for South America
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Stomatal regulation prevents plants from critical water potentials during drought: Result of a model linking soil–plant hydraulics to abscisic acid dynamics
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A framework fusing multiple representations of same processes from different 2 perspectives for robust modeling of plant interaction with hydrological processes
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Soil Hydraulic Constraints on Stomatal Regulation of Plant Gas Exchange
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Importance of hydraulic strategy trade-offs in structuring response of canopy trees to extreme drought in central Amazon
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Hydraulic constraints to stomatal conductance in flooded trees
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Global convergence in terrestrial gross primary production response to atmospheric vapor pressure deficit
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Trait-Based Modeling of Terrestrial Ecosystems: Advances and Challenges Under Global Change
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Optimal plant water use strategies explain soil moisture variability
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Vapour pressure deficit is the main driver of tree canopy conductance across biomes
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Carbon uptake by Douglas-fir is more sensitive to increased temperature and vapor pressure deficit than reduced rainfall in the western Cascade Mountains, Oregon, USA
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Soil water availability induces divergent ecosystem water-use strategies to dry-heat conditions in two poplar plantations in North China
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Better Practices for Inferring Ecosystem Water Use Strategy from Eddy Covariance Data
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How stomatal, mesophyll, and biochemical limitations co-limit photosynthesis: A bilevel optimization model
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Co-regulation of water use and canopy temperature in desert trees
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Beyond optimality: Dryland ecosystems infrequently use water efficiently for carbon gain
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Ecosystem-specific response thresholds and cascading regulation of evapotranspiration across drylands
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Photosynthetic and hydraulic changes caused by water deficit and flooding stress increase rice’s intrinsic water-use efficiency
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Response of rice's hydraulic transport and photosynthetic capacity to drought-flood abrupt alternation
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A stomatal optimization model integrating leaf stomata-photosynthetic capacity regulation in response to soil water stress
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Substantial nighttime evapotranspiration in lettuce grown under controlled-environment conditions
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Global trends evaluation in ecosystem isohydricity over decades based on a photosynthesis-stomatal coordination framework
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Revealing the drought-induced variations in rice water use strategy through a hydraulic-based stomatal optimization model
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Carbon dioxide exchange in an idealized valley
inferred← citeshttps://doi.org/10.1016/j.jhydrol.2022.128931openalex-snapshot
A stomatal optimization model adopting a conservative strategy in response to soil moisture stress
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Development of a multi-layer canopy model for E3SM Land Model with support for heterogeneous computing
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Stomata conductance as a goalkeeper for increased photosynthetic efficiency
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Relationships between leaf morphologies and stomatal traits of Achnatherum splendens under different soil moistures in semiarid Northern China
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Solar-induced chlorophyll fluorescence sheds light on global evapotranspiration
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Spatial variations in stomatal traits and their coordination with leaf traits in Quercus variabilis across Eastern Asia
inferred← citeshttps://doi.org/10.1016/j.stress.2024.100506openalex-snapshot
The transpiration rate sensitivity to increasing evaporative demand differs between soil textures, even in wet soil
inferred← citeshttps://doi.org/10.1016/j.tplants.2026.04.018openalex-snapshot
Soils set the optimal tension limit for plants
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Slope‐Aspect Induced Climate Differences Influence How Water Is Exchanged Between the Land and Atmosphere
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One Stomatal Model to Rule Them All? Toward Improved Representation of Carbon and Water Exchange in Global Models
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Comparing Model Representations of Physiological Limits on Transpiration at a Semi‐Arid Ponderosa Pine Site
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Simple Models Outperform More Complex Big‐Leaf Models of Daily Transpiration in Forested Biomes
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Controlling Factors of the Spatial‐Temporal Fluctuations in Evapotranspiration Along an Elevation Gradient Across Humid Montane Ecosystems
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Ecosystem Water‐Saving Timescale Varies Spatially With Typical Drydown Length
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Responses of Marginal and Intrinsic Water‐Use Efficiency to Changing Aridity Using FLUXNET Observations
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Scaling Photosynthesis From Leaf to Canopy: A Synthesis of Optimization Theories, Vertical Structure, and Leaf Turnover Across Timescales
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Impacts of leaf traits on vegetation optical properties in Earth system modeling
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Optimization can provide the fundamental link between leaf photosynthesis, gas exchange and water relations
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Towards a unified theory of plant photosynthesis and hydraulics
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GriddingMachine, a database and software for Earth system modeling at global and regional scales
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CO 2 fertilization of terrestrial photosynthesis inferred from site to global scales
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Stomatal conductance influences interannual variability and long-term changes in regional cumulative plant uptake of ozone
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Lateral subsurface flow modulates forest mortality risk to future climate and elevated CO2
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Stomatal closure during water deficit is controlled by below-ground hydraulics
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Dynamically optimizing stomatal conductance for maximum turgor-driven growth over diel and seasonal cycles
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Does stomatal patterning in amphistomatous leaves minimize the CO2 diffusion path length within leaves?
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Acclimation of functional traits leads to biomass increases in leafy green species grown in aquaponics
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Molecular phylogenetics ofEuploca(Boraginaceae): homoplasy in many characters, including the C4 photosynthetic pathway
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Dynamic Energy Budget models: fertile ground for understanding resource allocation in plants in a changing world
inferred← citeshttps://doi.org/10.1093/plphys/kiab154openalex-snapshot
Soil hydraulics affect the degree of isohydricity
inferred← citeshttps://doi.org/10.1093/treephys/tpab094openalex-snapshot
Turgor-limited predictions of tree growth, height and metabolic scaling over tree lifespans
inferred← citeshttps://doi.org/10.1093/treephys/tpab145openalex-snapshot
Stomatal responses ofEucalyptusspp. under drought can be predicted with a gain–risk optimization model
inferred← citeshttps://doi.org/10.1093/treephys/tpae088openalex-snapshot
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Optimal balancing of xylem efficiency and safety explains plant vulnerability to drought
inferred← citeshttps://doi.org/10.1101/2023.07.07.548137openalex-snapshot
Incorporating photosynthetic acclimation improves stomatal optimisation models
inferred← citeshttps://doi.org/10.1101/2023.11.03.565529openalex-snapshot
Amphistomy increases leaf photosynthesis more in coastal than montane plants of Hawaiian ‘ilima ( Sida fallax )
inferred← citeshttps://doi.org/10.1111/ele.14270openalex-snapshot
Optimal balancing of xylem efficiency and safety explains plant vulnerability to drought
inferred← citeshttps://doi.org/10.1111/gcb.15414openalex-snapshot
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inferred← citeshttps://doi.org/10.1111/gcb.16847openalex-snapshot
Observed forest trait velocities have not kept pace with hydraulic stress from climate change
inferred← citeshttps://doi.org/10.1111/gcb.17346openalex-snapshot
Beyond the visible: Accounting for ultraviolet and far‐red radiation in vegetation productivity and surface energy budgets
inferred← citeshttps://doi.org/10.1111/gcb.70049openalex-snapshot
Generalized Stomatal Optimization of Evolutionary Fitness Proxies for Predicting Plant Gas Exchange Under Drought, Heatwaves, and Elevated CO2
inferred← citeshttps://doi.org/10.1111/gcb.70972openalex-snapshot
Stomatal Decoupling From Photosynthesis Under High Temperatures Is Consistent With Stomatal Optimisation
inferred← citeshttps://doi.org/10.1111/gcb.70999openalex-snapshot
A Simple Stomatal Model That Unifies the Metabolic and Hydraulic Control of Carbon and Water Flux
inferred← citeshttps://doi.org/10.1111/geb.13394openalex-snapshot
Responses of tree leaf gas exchange to elevated CO2 combined with changes in temperature and water availability: A global synthesis
inferred← citeshttps://doi.org/10.1111/nph.17043openalex-snapshot
Understanding and predicting forest mortality in the western United States using long‐term forest inventory data and modeled hydraulic damage
inferred← citeshttps://doi.org/10.1111/nph.17242openalex-snapshot
Coupled whole‐tree optimality and xylem hydraulics explain dynamic biomass partitioning
inferred← citeshttps://doi.org/10.1111/nph.17267openalex-snapshot
Optimization theory explains nighttime stomatal responses
inferred← citeshttps://doi.org/10.1111/nph.17392openalex-snapshot
Parsimony vs predictive and functional performance of three stomatal optimization principles in a big‐leaf framework
inferred← citeshttps://doi.org/10.1111/nph.17404openalex-snapshot
Climate and functional traits jointly mediate tree water‐use strategies
inferred← citeshttps://doi.org/10.1111/nph.17558openalex-snapshot
Eco‐evolutionary optimality as a means to improve vegetation and land‐surface models
inferred← citeshttps://doi.org/10.1111/nph.17585openalex-snapshot
Hydraulic‐stomatal coordination in tree seedlings: tight correlation across environments and ontogeny in Acer pseudoplatanus
inferred← citeshttps://doi.org/10.1111/nph.17795openalex-snapshot
Exploring optimal stomatal control under alternative hypotheses for the regulation of plant sources and sinks
inferred← citeshttps://doi.org/10.1111/nph.17821openalex-snapshot
Integrating plant physiology and community ecology across scales through trait‐based models to predict drought mortality
inferred← citeshttps://doi.org/10.1111/nph.18620openalex-snapshot
Do stomata optimize turgor‐driven growth? A new framework for integrating stomata response with whole‐plant hydraulics and carbon balance
inferred← citeshttps://doi.org/10.1111/nph.18739openalex-snapshot
Kinetic factors of physiology and the dynamic light environment influence the economic landscape of short‐term hydraulic risk
inferred← citeshttps://doi.org/10.1111/nph.18800openalex-snapshot
Plant water use theory should incorporate hypotheses about extreme environments, population ecology, and community ecology
inferred← citeshttps://doi.org/10.1111/nph.18818openalex-snapshot
Is carbon, not water, the resource that limits stomatal opening?
inferred← citeshttps://doi.org/10.1111/nph.18964openalex-snapshot
Daytime stomatal regulation in mature temperate trees prioritizes stem rehydration at night
inferred← citeshttps://doi.org/10.1111/nph.19805openalex-snapshot
Dynamic regulation of water potential in Juniperus osteosperma mediates ecosystem carbon fluxes
inferred← citeshttps://doi.org/10.1111/nph.19987openalex-snapshot
Theory and tests for coordination among hydraulic and photosynthetic traits in co‐occurring woody species
inferred← citeshttps://doi.org/10.1111/nph.20035openalex-snapshot
Multiple time scale optimization explains functional trait responses to leaf water potential
inferred← citeshttps://doi.org/10.1111/nph.20294openalex-snapshot
Source vs sink limitations on tree growth: from physiological mechanisms to evolutionary constraints and terrestrial carbon cycle implications
inferred← citeshttps://doi.org/10.1111/nph.70056openalex-snapshot
Using long‐term field data to quantify water potential regulation in response to VPD and soil moisture in a conifer tree
inferred← citeshttps://doi.org/10.1111/nph.70687openalex-snapshot
Improving the representation of plant water stress and water use in Earth System Models
inferred← citeshttps://doi.org/10.1111/nph.70722openalex-snapshot
Future heatwave conditions inhibit CO 2 ‐induced stomatal closure in wheat
inferred← citeshttps://doi.org/10.1111/nph.71178openalex-snapshot
Emergent feedforward and isohydric responses to soil and atmospheric aridity: insights from a time‐dependent hydraulic model
inferred← citeshttps://doi.org/10.1111/nph.71194openalex-snapshot
Continuous monitoring of plant water potential: sensor‐based approaches and best practices
inferred← citeshttps://doi.org/10.1111/nph.71245openalex-snapshot
Coupled allometric scaling in biomass allocation and hydraulic resistance partitioning sustains water homeostasis throughout ontogeny
inferred← citeshttps://doi.org/10.1111/pce.14427openalex-snapshot
Instantaneous stomatal optimization results in suboptimal carbon gain due to legacy effects
inferred← citeshttps://doi.org/10.1111/pce.14661openalex-snapshot
High vapour pressure deficit enhances turgor limitation of stem growth in an Asian tropical rainforest tree
inferred← citeshttps://doi.org/10.1111/pce.14891openalex-snapshot
Incorporating photosynthetic acclimation improves stomatal optimisation models
inferred← citeshttps://doi.org/10.1111/pce.14911openalex-snapshot
The poorly‐explored stomatal response to temperature at constant evaporative demand
inferred← citeshttps://doi.org/10.1111/pce.14937openalex-snapshot
Different roads, same destination: The shared future of plant ecophysiology and ecohydrology
inferred← citeshttps://doi.org/10.1111/pce.14990openalex-snapshot
Sap flow through partially embolized xylem vessel networks
inferred← citeshttps://doi.org/10.1111/pce.15012openalex-snapshot
The multidimensionality of plant drought stress: The relative importance of edaphic and atmospheric drought
inferred← citeshttps://doi.org/10.1111/pce.15293openalex-snapshot
Stomatal Parameters in a Changing Environment
inferred← citeshttps://doi.org/10.1111/pce.70781openalex-snapshot
Disentangling Thermal and Hydraulic Drivers of Stomatal Conductance Under Hot Versus Dry Vapour Pressure Deficit Increases Using Water‐Use Efficiency
inferred← citeshttps://doi.org/10.1111/pce.70886openalex-snapshot
Regeneration After Severe Wildfire: Hotter Microclimates Exceed Hydraulic and Thermal Tolerances in Sierra Nevada Conifer Seedlings
inferred← citeshttps://doi.org/10.1126/science.adx8114openalex-snapshot
Soils drive convergence in the regulation of vascular tension in land plants
inferred← citeshttps://doi.org/10.1360/csb-2025-5653openalex-snapshot
The microtubule-associated protein MDP60 is involved in the ethylene-induced stomatal movement
inferred← citeshttps://doi.org/10.15760/etd.3667openalex-snapshot
Modeling Leaf-Level Transpiration: Exploring the Consequences of Assumed Saturated Vapor Pressure in Leaves
inferred← citeshttps://doi.org/10.2139/ssrn.5133142openalex-snapshot
Estimating Stomatal Conductance Under Drought: Parameterizing a Phenomenological Model and Evaluating Roles of the Energy Balance Equation
inferred← citeshttps://doi.org/10.2139/ssrn.6233743openalex-snapshot
Variation of Evapotranspiration Thresholds and Their Multi-Level Driving Mechanisms in Different Dryland Ecosystems
inferred← citeshttps://doi.org/10.3389/fenvs.2022.970266openalex-snapshot
Application of feedback control to stomatal optimisation in a global land surface model
inferred← citeshttps://doi.org/10.3389/fpls.2023.1140938openalex-snapshot
Constant hydraulic supply and ABA dynamics facilitate the trade-offs in water and carbon
inferred← citeshttps://doi.org/10.3389/fpls.2026.1748139openalex-snapshot
Simulation of citrus foliar gas exchange across diverse meteorological conditions: application of the optimal stomatal regulation method
inferred← citeshttps://doi.org/10.3390/f12101377openalex-snapshot
Simulation of Vegetation Cover Based on the Theory of Ecohydrological Optimality in the Yongding River Watershed, China
inferred← citeshttps://doi.org/10.3390/plants14152405openalex-snapshot
Guardians of Water and Gas Exchange: Adaptive Dynamics of Stomatal Development and Patterning
inferred← citeshttps://doi.org/10.5194/bg-19-29-2022openalex-snapshot
On the impact of canopy model complexity on simulated carbon, water, and solar-induced chlorophyll fluorescence fluxes
inferred← citeshttps://doi.org/10.5194/bg-19-4387-2022openalex-snapshot
Consistent responses of vegetation gas exchange to elevated atmospheric CO 2 emerge from heuristic and optimization models
inferred← citeshttps://doi.org/10.5194/bg-19-4705-2022openalex-snapshot
Technical note: Common ambiguities in plant hydraulics
inferred← citeshttps://doi.org/10.5194/bg-21-1501-2024openalex-snapshot
Non-steady-state stomatal conductance modeling and its implications: from leaf to ecosystem
inferred← citeshttps://doi.org/10.5194/gmd-14-495-2021openalex-snapshot
A revised dry deposition scheme for land–atmosphere exchange of trace gases in ECHAM/MESSy v2.54
inferred← citeshttps://doi.org/10.5194/gmd-14-6741-2021openalex-snapshot
Testing stomatal models at the stand level in deciduous angiosperm and evergreen gymnosperm forests using CliMA Land (v0.1)
inferred← citeshttps://doi.org/10.5194/gmd-15-5593-2022openalex-snapshot
SurEau-Ecos v2.0: a trait-based plant hydraulics model for simulations of plant water status and drought-induced mortality at the ecosystem level
inferred← citeshttps://doi.org/10.5194/gmd-2021-154-ac1openalex-snapshot
Responses to community and reviewer comments
inferred← citeshttps://doi.org/10.5194/gmd-2021-154-supplementopenalex-snapshot
Supplementary material to "Testing stomatal models at stand level in deciduous angiosperm and evergreen gymnosperm forests using CliMA Land (v0.1)"
inferred← citeshttps://doi.org/10.70675/38a62035z6abdz4715z8cabz53c6540c3c2eopenalex-snapshot
Constraining large-scale photosynthesis and transpiration fluxes in a biosphere model through data assimilation of in situ flux measurements including carbonyl sulfide
inferred← citeshttps://doi.org/10.70675/c18e3752z67b5z48abz9b53z4d46d0f1cedbopenalex-snapshot
Impacts of drought on biomass and carbon fluxes in the Amazon rainforest : a modeling approach
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