Importance of the description of light interception in crop growth models

Describing wheat canopy structure with an ellipsoidal leaf angle distribution improves the prediction accuracy of light interception by wheat canopies.

• Publication year

  2021

• Venue

  Plant Physiology

• Publication date

  2021-03-12

• Fields of study

  Agricultural and Food Sciences, Medicine, Environmental Science

• Identifiers
  DOI 10.1093/plphys/kiab113PMID 33710303PMCID 8253170
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Estimation of Plant and Canopy Architectural Traits Using the Digital Plant Phenotyping Platform1[OPEN]

  2019influential reference
• Plant and crop simulation models: powerful tools to link physiology, genetics, and phenomics.

  2019cited by this paper
• Similar estimates of temperature impacts on global wheat yield by three independent methods

  2019cited by this paper
• Architectural Response of Wheat Cultivars to Row Spacing Reveals Altered Perception of Plant Density

  2019cited by this paper
• Quantifying impacts of enhancing photosynthesis on crop yield

  2019cited by this paper
• Biological reality and parsimony in crop models—why we need both in crop improvement!

  2019cited by this paper
• Crop model improvement in APSIM: Using wheat as a case study

  2018cited by this paper
• Modeling the Directional Clumping Index of Crop and Forest

  2018cited by this paper
• Climate change impact and adaptation for wheat protein

  2018cited by this paper
• Leveraging biological insight and environmental variation to improve phenotypic prediction: Integrating crop growth models (CGM) with whole genome prediction (WGP)

  2017cited by this paper
• Predictable 'meta-mechanisms' emerge from feedbacks between transpiration and plant growth and cannot be simply deduced from short-term mechanisms.

  2017cited by this paper
• A Model of Leaf Coordination to Scale-Up Leaf Expansion from the Organ to the Canopy1

  2017cited by this paper
• Plant Phenomics, From Sensors to Knowledge.

  2017cited by this paper
• The uncertainty of crop yield projections is reduced by improved temperature response functions

  2017cited by this paper
• Contribution of Crop Models to Adaptation in Wheat.

  2017cited by this paper
• Molecular Breeding for Complex Adaptive Traits: How Integrating Crop Ecophysiology and Modelling Can Enhance Efficiency

  2016cited by this paper
• Rising Temperatures Reduce Global Wheat Production

  2015cited by this paper
• Multimodel ensembles of wheat growth: many models are better than one

  2015cited by this paper
• Assessment of the Potential Impacts of Wheat Plant Traits across Environments by Combining Crop Modeling and Global Sensitivity Analysis

  2015cited by this paper
• Special Features of the HERMES Model and Additional Procedures for Parameterization, Calibration, Validation, and Applications

  2015cited by this paper
• In silico system analysis of physiological traits determining grain yield and protein concentration for wheat as influenced by climate and crop management

  2015cited by this paper
• Leading Edge Review Meeting the Global Food Demand of the Future by Engineering Crop Photosynthesis and Yield Potential

  2015cited by this paper
• Of growing importance: combining greater early vigour and transpiration efficiency for wheat in variable rainfed environments.

  2015cited by this paper
• Model-assisted phenotyping and ideotype design

  2015cited by this paper
• Can current crop models be used in the phenotyping era for predicting the genetic variability of yield of plants subjected to drought or high temperature?

  2014cited by this paper
• Crops that feed the world 10. Past successes and future challenges to the role played by wheat in global food security

  2013cited by this paper
• Uncertainty in Simulating Wheat Yields Under Climate Change

  2013cited by this paper
• The Agricultural Model Intercomparison and Improvement Project (AgMIP): Protocols and Pilot Studies

  2013cited by this paper
• SSM-Wheat: a simulation model for wheat development,growth and yield

  2013cited by this paper
• Photosynthetically Active Radiation: Measurement photosynthesis/photosynthetic(ally) active radiation (PAR) measurement and Modeling photosynthesis/photosynthetic(ally) active radiation (PAR) modeling

  2013cited by this paper
• Development, uncertainty and sensitivity analysis of the simple SALUS crop model in DSSAT

  2013cited by this paper
• Acclimation of Leaf Nitrogen to Vertical Light Gradient at Anthesis in Wheat Is a Whole-Plant Process That Scales with the Size of the Canopy1[W][OA]

  2012cited by this paper
• Photosynthetically Active Radiation: Measurement and Modeling

  2012cited by this paper
• Methodologies for simulating impacts of climate change on crop production

  2011cited by this paper
• A comparative analysis of leaf shape of wheat, barley and maize using an empirical shape model.

  2011cited by this paper
• fAPAR ( fraction of Absorbed Photosynthetically Active Radiation ) estimates at various scale

  2011cited by this paper
• Yield benefits of triticale traits for wheat under current and future climates

  2011cited by this paper
• GAI estimates of row crops from downward looking digital photos taken perpendicular to rows at 57.5° zenith angle: Theoretical considerations based on 3D architecture models and application to wheat crops

  2010influential reference
• Absorbed radiation and radiation use efficiency as affected by foliar diseases in relation to their vertical position into the canopy in wheat

  2010influential reference
• On the bias of instantaneous FAPAR estimates in open-canopy forests.

  2010cited by this paper
• Modelling the impacts of weather and climate variability on crop productivity over a large area: A new process-based model development, optimization, and uncertainties analysis

  2009cited by this paper
• PROSPECT+SAIL models: A review of use for vegetation characterization

  2009influential reference
• PlantGL: A Python-based geometric library for 3D plant modelling at different scales

  2009cited by this paper
• Dynamics of Light and Nitrogen Distribution during Grain Filling within Wheat Canopy1[OA]

  2008cited by this paper
• Modelling the role of agriculture for the 20th century global terrestrial carbon balance

  2007cited by this paper
• Comparison of leaf angle distribution functions: Effects on extinction coefficient and fraction of sunlit foliage

  2007cited by this paper
• Modelling protein content and composition in relation to crop nitrogen dynamics for wheat

  2006influential reference
• Models for navigating biological complexity in breeding improved crop plants.

  2006cited by this paper
• InfoCrop: A dynamic simulation model for the assessment of crop yields, losses due to pests, and environmental impact of agro-ecosystems in tropical environments. I. Model description

  2006cited by this paper
• Radiation-use efficiency of modern and old spring cereal cultivars and its response to nitrogen in northern growing conditions

  2006cited by this paper
• Global sensitivity analysis for calculating the contribution of genetic parameters to the variance of crop model prediction

  2006cited by this paper
• Crop Systems Dynamics: An Ecophysiological Simulation Model for Genotype-By-Environment Interactions

  2005cited by this paper
• Physiological Processes Associated with Wheat Yield Progress in the UK

  2005cited by this paper
• Simple equations for dynamic models of the effects of CO2 and O3 on light-use efficiency and growth of crops

  2004cited by this paper
• On the factor light in plant communities and its importance for matter production. 1953.

  2004cited by this paper
• Interception of photosynthetically active radiation and radiation-use efficiency of wheat, field pea and mustard in a semi-arid environment

  2004cited by this paper
• Design and optimisation of a large-area process-based model for annual crops

  2004cited by this paper
• Review of methods for in situ leaf area index (LAI) determination: Part II. Estimation of LAI, errors and sampling

  2004cited by this paper
• Crop modeling, QTL mapping, and their complementary role in plant breeding

  2003cited by this paper
• ADEL-Wheat: a 3D Architectural Model of wheat development

  2003cited by this paper
• Evaluating the Impact of a Trait for Increased Specific Leaf Area on Wheat Yields Using a Crop Simulation Model

  2003cited by this paper
• An overview of APSIM, a model designed for farming systems simulation

  2003cited by this paper
• Comparison of methods for simulating effects of nitrogen on green area index and dry matter growth in winter wheat

  2002cited by this paper
• A Simulation Model of Photosynthetic Production and Dry Matter Accumulation in Wheat

  2001cited by this paper
• RATP: a model for simulating the spatial distribution of radiation absorption, transpiration and photosynthesis within canopies: application to an isolated tree crown

  2001cited by this paper
• Coupling canopy functioning and radiative transfer models for remote sensing data assimilation

  2001cited by this paper
• Dynamics of Vertical Leaf Nitrogen Distribution in a Vegetative Wheat Canopy. Impact on Canopy Photosynthesis

  2000cited by this paper
• Modelling CO2 effects on wheat with varying nitrogen supplies

  2000cited by this paper
• Azodyn: a simple model simulating the date of nitrogen deficiency for decision support in wheat fertilization

  1999cited by this paper
• Intensity and duration of nitrogen deficiency on wheat grain number

  1999cited by this paper
• Radiation Use Efficiency

  1999cited by this paper
• Sirius: a mechanistic model of wheat response to environmental variation

  1998cited by this paper
• STICS : a generic model for the simulation of crops and their water and nitrogen balances. I. Theory, and parameterization applied to wheat and corn

  1998cited by this paper
• The nested radiosity model for the distribution of light within plant canopies

  1998cited by this paper
• Improving wheat simulation capabilities in Australia from a cropping systems perspective III. The integrated wheat model (I_WHEAT)

  1998cited by this paper
• A two-leaf model for canopy conductance, photosynthesis and partitioning of available energy I:: Model description and comparison with a multi-layered model

  1998cited by this paper
• Theory of radiative transfer models applied in optical remote sensing of vegetation canopies

  1998cited by this paper
• Simple scaling of photosynthesis from leaves to canopies without the errors of big‐leaf models

  1997cited by this paper
• Radiation interception and radiation use efficiency of near-isogenic wheat lines with different height

  1997cited by this paper
• Consequences of breeding on biomass, radiation interception and radiation-use efficiency in wheat

  1997cited by this paper
• Shortwave radiation budget of Sahelian vegetation 2. Radiative transfer models

  1996influential reference
• CROPSIM — WHEAT: A model describing the growth and development of wheat

  1995cited by this paper
• A method to estimate instantaneous and daily intercepted photosynthetically active radiation using a hemispherical sensor

  1995cited by this paper
• Modelling Potential Crop Growth Processes

  1994cited by this paper
• CropSyst, a cropping systems simulation model: Water/nitrogen budgets and crop yield☆

  1994cited by this paper
• Modelling Potential Crop Growth Processes: Textbook with Exercises

  1994cited by this paper
• System description of the WOFOST 6.0 crop simulation model implemented in CGMS

  1994cited by this paper
• Evaluation of structure description requirements for predicting gap fraction of vegetation canopies

  1993cited by this paper
• Effect of canopy structure on efficiency of radiation interception and use in spring wheat cultivars during the pre-anthesis period in a mediterranean-type environment

  1993cited by this paper
• Defining leaf area index for non‐flat leaves

  1992cited by this paper
• Modeling Spectral and Bidirectional Soil Reflectance

  1992cited by this paper
• A reanalysis using improved leaf models and a new canopy integration scheme

  1992cited by this paper
• Measuring leaf area index of plant canopies with branch architecture

  1991cited by this paper
• Application of some of Cauchy's theorems to estimation of surface areas of leaves, needles and branches of plants, and light transmittance

  1991cited by this paper
• Simulation of nitrogen dynamics and biomass production in winter wheat using the Danish simulation model DAISY

  1991cited by this paper
• Derivation of an angle density function for canopies with ellipsoidal leaf angle distributions

  1990cited by this paper
• PROSPECT: A model of leaf optical properties spectra

  1990cited by this paper
• Leaf Nitrogen, Photosynthesis, and Crop Radiation Use Efficiency: A Review

  1989cited by this paper
• The EPIC crop growth model

  1989cited by this paper
• Genotypic differences in the growth of Triticum aestivum in relation to absorbed solar radiation

  1989influential reference

• Improving plot-level wheat yield prediction by integrating proximal-sensed spike photosynthetic phenotyping into crop growth model

  2026cites this paper
• Innovative photosynthesis model twinning after intelligent interpretation of complex sensor analytics

  2026cites this paper
• Enhancing Light Utilization Efficiency of Dragon Fruit Canopies Using Bi-Directional Adjustable-Focusing LED Lighting System

  2026cites this paper
• Dynamic light intensity improves light use efficiency of lettuce in vertical farming: quantifying light interception through 3D phenotyping analysis

  2026cites this paper
• Integrating prior information for improving 3D model-driven GAI estimation with application to wheat crops

  2026cites this paper
• Estimation of canopy fAPAR using optical reflectance and airborne LiDAR data

  2026cites this paper
• The dynamic schemes of light extinction coefficient improved simulation accuracy of canopy transpiration at hourly scale in apple and orange orchards in China

  2026cites this paper
• Effect of Yangling inclined trellis tree shape on light interception efficiency, fruit quality, and yield of sweet cherry cv: ‘Jimei’

  2025influential citation
• Optimized Random Forest Framework for Integrating Cultivar, Environmental, and Phenological Interactions in Crop Yield Prediction

  2025cites this paper
• Enhancing Pear Tree Yield Estimation Accuracy by Assimilating LAI and SM into the WOFOST Model Based on Satellite Remote Sensing Data

  2025cites this paper
• Spatiotemporal modeling for enhancing winter wheat yield and water productivity in dryland farming with supplemental irrigation under variable rainfall conditions

  2025cites this paper
• Bigger is not always better: Optimizing leaf area index with narrow leaf shape in soybean

  2025cites this paper
• Predictions of wheat phenotypic variability by integrating high-throughput phenotyping observations into a crop growth model

  2025cites this paper
• Photosynthetic performance and yield of intercropped maize and soybean are directly opposite under different intercropping ratios and maize planting densities interactions

  2025cites this paper
• Global rice multiclass segmentation dataset (RiceSEG): comprehensive and diverse high-resolution RGB-annotated images for the development and benchmarking of rice segmentation algorithms

  2025cites this paper
• The relationship between yield and plant density in strawberry: competition does not impose an upper limit to population-level production

  2024cites this paper
• Monthly intercepted photosynthetically active radiation estimation based on the Beer-Lambert's law across the cereal crops of Castilla y León (Spain)

  2024cites this paper
• Quantify Wheat Canopy Leaf Angle Distribution Using Terrestrial Laser Scanning Data

  2024cites this paper
• Effect of two alleles of Tiller Angle Control 1 on grain yield and dry matter production in rice

  2024cites this paper
• Comparing and combining data-driven and model-driven approaches to monitor wheat green area index with high spatio-temporal resolution satellites

  2024cites this paper
• Agricultural limitations to soil carbon sequestration: Plant growth, microbial activity, and carbon stabilization

  2024cites this paper
• Diffuse Fertilization Effect in Maize and Soybean Is Driven by Improved Light Use Efficiency Rather Than by Light Absorption

  2024cites this paper
• Perspectives of improving rice photosynthesis for higher grain yield

  2024cites this paper
• Effects of phosphorus and zinc levels on total soluble carbohydrate and crude protein in grain of cowpea (Vigna unguiculata (L.) Walp) grown in Bauchi, Nigeria

  2024cites this paper
• Novel 3D photosynthetic traits derived from the fusion of UAV LiDAR point cloud and multispectral imagery in wheat

  2024cites this paper
• MONTPEL: A multi-component Penman-Monteith energy balance model

  2024cites this paper
• Rice plants treated with biochar derived from Spirulina (Arthrospira platensis) optimize resource allocation towards seed production

  2024cites this paper
• The biogeochemical model Biome-BGCMuSo v6.2 provides plausible and accurate simulations of the carbon cycle in central European beech forests

  2024cites this paper
• A General Model for the Seasonal to Decadal Dynamics of Leaf Area

  2024cites this paper
• Respon Pertumbuhan Dan Hasil Pakcoy Terhadap Pemberian Pupuk Hayati Enero (Energi Agro Nusantara) Dan Pupuk Nitrogen

  2024cites this paper
• Review of ground and aerial methods for vegetation cover fraction (fCover) and related quantities estimation: definitions, advances, challenges, and future perspectives

  2023cites this paper
• Multi-Source Data Fusion Improves Time-Series Phenotype Accuracy in Maize under a Field High-Throughput Phenotyping Platform

  2023cites this paper
• Comparison of Light Intensity under the Canopy between Sal (Shorea robusta) and Akashmoni (Acacia auriculiformis) in Agroforestry Stands: Effect of Tree Size and Distance from Individual Trees

  2023cites this paper
• Predicting tomato water consumption in a hydroponic greenhouse: contribution of light interception models

  2023cites this paper
• Effects of irrigation and rainfed practices on Normalized Difference Vegetative Index of Wheat (Triticum aestivum L.) and its Implications on Grain Yield in Northern China

  2023cites this paper
• Incorporating dynamic schemes of canopy light extinction coefficient improves transpiration model performance for fruit plantations

  2023cites this paper
• Wheat crop traits conferring high yield potential may also improve yield stability under climate change

  2023cites this paper
• Remotely assessing FIPAR of different vertical layers in field wheat

  2023cites this paper
• A physiological and metabolomic analysis reveals the effect of shading intensity on blueberry fruit quality

  2022cites this paper
• Application of Plant Phenotype Extraction Using Virtual Data with Deep Learning

  2022cites this paper
• Wheat Ear Segmentation Based on a Multisensor System and Superpixel Classification

  2022cites this paper
• Allometric models to estimate peanuts leaflets area by non-destructive method

  2022cites this paper
• Comparative analysis of farmer practices and high yield experiments: Farmers could get more maize yield from maize-soybean relay intercropping through high density cultivation of maize

  2022cites this paper
• Is the turbid medium-based approach pertinent for estimating light interception when simulating the growth of a crop in an agri-photovoltaic system?

  2022cites this paper
• Genetic control of leaf angle in sorghum and its effect on light interception.

  2021cites this paper
• Biogeochemical model Biome-BGCMuSo v6.2 provides plausible and accurate simulations of carbon cycle in Central European beech forests

  year unknowncites this paper