Research graph
References from Detecting diurnal dynamics of cotton leaf inclination angle under water-salt stress. Local targets link to admitted publications; unresolved targets remain external evidence.
Robust surface reconstruction of plant leaves from 3D point clouds
10.34133/2021/3184185 · 2021 · External reference
How do plants respond to combined drought and salinity stress?—a systematic review
10.3390/plants11212884 · 2022 · External reference
Paraheliotropism in Robinia pseudoacacia L.: an efficient strategy to optimise photosynthetic performance under natural environmental conditions
10.1111/j.1438-8677.2008.00032.x · 2008 · External reference
Impacts of salinity stress on crop plants: improving salt tolerance through genetic and molecular dissection
10.3389/fpls.2023.1241736 · 2023 · External reference
How the environment, canopy structure and canopy physiological functioning influence carbon, water and energy fluxes of a temperate broad-leaved deciduous forest—an assessment with the biophysical model CANOAK
10.1093/treephys/22.15-16.1065 · 2002 · External reference
Paraheliotropism in two Phaseolus species: combined effects of photon flux density and pulvinus temperature, and consequences for leaf gas exchange
10.1016/s0098-8472(02)00062-x · 2003 · External reference
New equations for computing vapor pressure and enhancement factor
10.1175/1520-0450(1981)020<1527:nefcvp>2.0.co;2 · 1981 · External reference
Albumentations: fast and flexible image augmentations
10.3390/info11020125 · 2020 · External reference
Leaf angle: a target of genetic improvement in cereal crops tailored for high-density planting
10.1111/pbi.13780 · 2022 · External reference
Multispectral imaging and terrestrial laser scanning for the detection of drought-induced paraheliotropic leaf movement in soybean
2024 · External reference
Crop height monitoring with digital imagery from Unmanned Aerial System (UAS)
10.1016/j.compag.2017.07.008 · 2017 · External reference
Using an improved radiative transfer model to estimate leaf area index, fractional vegetation cover and leaf inclination angle from Himawari-8 geostationary satellite data
10.1016/j.rse.2024.114595 · 2025 · External reference
A dataset of leaf inclination angles for temperate and boreal broadleaf woody species
10.1007/s13595-018-0730-x · 2018 · External reference
Leveraging image analysis for high-throughput plant phenotyping
10.3389/fpls.2019.00508 · 2019 · External reference
A model for simulating photosynthesis in plant communities
10.3733/hilg.v38n04p181 · 1967 · External reference
Solar tracking by plants
10.1126/science.210.4474.1094 · 1980 · External reference
Leaf size and angle vary widely across species: what consequences for light interception?
10.1046/j.1469-8137.2003.00765.x · 2003 · External reference
Heliotropic leaf movements in common beans controlled by air temperature
10.1104/pp.91.3.1162 · 1989 · External reference
Unresolved reference
2005 · External reference
Use of 3D modeling to refine predictions of canopy light utilization: a comparative study on canopy photosynthesis models with different dimensions
10.3389/fpls.2022.735981 · 2022 · External reference
Potential of hotspot solar-induced chlorophyll fluorescence for better tracking terrestrial photosynthesis
10.1111/gcb.15554 · 2021 · External reference
Canopy structural changes explain reductions in canopy-level solar induced chlorophyll fluorescence in Prunus yedoensis seedlings under a drought stress condition
10.1016/j.rse.2023.113733 · 2023 · External reference
Structure from motion photogrammetry in forestry: a review
10.1007/s40725-019-00094-3 · 2019 · External reference
A systematic review of radiative transfer models for crop yield prediction and crop traits retrieval
10.3390/rs16010121 · 2023 · External reference
Exploiting the centimeter resolution of UAV multispectral imagery to improve remote-sensing estimates of canopy structure and biochemistry in sugar beet crops
10.1016/j.rse.2018.09.011 · 2019 · External reference
Influencing factors in estimation of leaf angle distribution of an individual tree from terrestrial laser scanning data
10.3390/rs13061159 · 2021 · External reference
Auto-LIA: the automated vision-based leaf inclination angle measurement system improves monitoring of plant physiology
10.34133/plantphenomics.0245 · 2024 · External reference
AngleCam: predicting the temporal variation of leaf angle distributions from image series with deep learning
10.1111/2041-210x.13968 · 2022 · External reference
Temporal dynamics in vertical leaf angles can confound vegetation indices widely used in Earth observations
10.1038/s43247-024-01712-0 · 2024 · External reference
Leaf angle eXtractor: a high-throughput image processing framework for leaf angle measurements in maize and sorghum
10.1002/aps3.11385 · 2020 · External reference
Light-driven leaf movements⁎
10.1111/j.1365-3040.1990.tb01079.x · 1990 · External reference
AngleCam V2: predicting leaf inclination angles across taxa from daytime and nighttime photos
10.5194/bg-23-5607-2026 · 2026 · External reference
Cornernet: detecting objects as paired keypoints
2018 · External reference
Extraction of maize leaf base and inclination angles using terrestrial laser scanning (TLS) data
2022 · External reference
PSegNet: simultaneous semantic and instance segmentation for point clouds of plants
10.34133/2022/9787643 · 2022 · External reference
Seeing into individual trees: tree-specific retrieval of tree-level traits using 3D radiative transfer model and spatial adjacency constraint from UAV multispectral imagery
10.1016/j.rse.2025.114616 · 2025 · External reference
A UAV-based framework for field-scale extraction of leaf inclination angles in soybean canopies
10.1016/j.rse.2026.115411 · 2026 · External reference
Tree-level carbon stock estimations across diverse species using multi-source remote sensing integration
10.1016/j.compag.2025.109904 · 2025 · External reference
Mapping global leaf inclination angle (LIA) based on field measurement data
2024 · External reference
Determination of the leaf inclination angle (LIA) through field and remote sensing methods: current status and future prospects
10.3390/rs15040946 · 2023 · External reference
Soybean yield prediction from UAV using multimodal data fusion and deep learning
10.1016/j.rse.2019.111599 · 2020 · External reference
Verification of color vegetation indices for automated crop imaging applications
10.1016/j.compag.2008.03.009 · 2008 · External reference
Sun-induced chlorophyll fluorescence, photosynthesis, and light use efficiency of a soybean field from seasonally continuous measurements
10.1002/2017jg004180 · 2018 · External reference
Intercomparison of methods for estimating leaf inclination angle distribution with terrestrial lidar for broadleaf tree species
10.1111/nph.70379 · 2025 · External reference
Stacked hourglass networks for human pose estimation
2016 · External reference
A review of light interception in plant stands from leaf to canopy in different plant functional types and in species with varying shade tolerance
10.1007/s11284-010-0712-4 · 2010 · External reference
Leaf orientation method as a proxy for sensing nitrogen and water deficit in tomato plants
10.21273/hortsci18176-24 · 2024 · External reference
Leaf movements and photoinhibition in relation to water stress in field-grown beans
10.1093/jxb/eri061 · 2005 · External reference
Measuring crops in 3D: using geometry for plant phenotyping
10.1186/s13007-019-0490-0 · 2019 · External reference
Plant phenology and global climate change: current progresses and challenges
10.1111/gcb.14619 · 2019 · External reference
Is the spherical leaf inclination angle distribution a valid assumption for temperate and boreal broadleaf tree species?
10.1016/j.agrformet.2012.10.011 · 2013 · External reference
Quantifying water-use efficiency in plant canopies with varying leaf angle and density distribution
10.1093/aob/mcae018 · 2024 · External reference
Optimal photosynthetic use of light by tropical tree crowns achieved by adjustment of individual leaf angles and nitrogen content
10.1093/aob/mcn265 · 2009 · External reference
Variations of leaf inclination angle distribution with height over the growing season and light exposure for eight broadleaf tree species
10.1016/j.agrformet.2015.07.008 · 2015 · External reference
Daily heliotropic movements assist gas exchange and productive responses in DREB 1A soybean plants under drought stress in the greenhouse
10.1111/tpj.14069 · 2018 · External reference
LiDAR applications in precision agriculture for cultivating crops: a review of recent advances
10.1016/j.compag.2023.107737 · 2023 · External reference
Unresolved reference
1981 · External reference
How to quantify tree leaf area index in an open savanna ecosystem: a multi-instrument and multi-model approach
10.1016/j.agrformet.2009.08.007 · 2010 · External reference
Dependence of canopy light distribution on leaf and canopy structure for two cotton (Gossypium) species
10.1016/0168-1923(95)02238-s · 1995 · External reference
Systematic review and best practices for drone remote sensing of invasive plants
10.1111/2041-210x.14330 · 2024 · External reference
Repeated drone photogrammetry surveys demonstrate that reconstructed canopy heights are sensitive to wind speed but relatively insensitive to illumination conditions
10.1080/01431161.2024.2377832 · 2025 · External reference
Leaf orientation and sunlit leaf area distribution in cotton
10.1016/s0168-1923(96)02417-3 · 1997 · External reference
3D modeling of light interception in heterogeneous forest canopies using ground-based LiDAR data
2011 · External reference
Functional–structural plant modelling: a new versatile tool in crop science
10.1093/jxb/erp345 · 2010 · External reference
EasyIDP: a python package for intermediate data processing in UAV-based plant phenotyping
10.3390/rs13132622 · 2021 · External reference
Image-based 3D corn reconstruction for retrieval of geometrical structural parameters
10.1080/01431160903130952 · 2009 · External reference
Comparison of leaf angle distribution functions: effects on extinction coefficient and fraction of sunlit foliage
10.1016/j.agrformet.2006.12.003 · 2007 · External reference
Remote sensing for agricultural applications: a meta-review
10.1016/j.rse.2019.111402 · 2020 · External reference
Photosynthesis of leaf canopies
1965 · External reference
Color indices for weed identification under various soil, residue, and lighting conditions
10.13031/2013.27838 · 1995 · External reference
A 3D reconstruction platform for complex plants using OB-NeRF
2025 · External reference
High-throughput calculation of organ-scale traits with reconstructed accurate 3D canopy structures using a UAV RGB camera with an advanced cross-circling oblique route
10.1016/j.isprsjprs.2023.05.016 · 2023 · External reference
A review of high-throughput field phenotyping systems: focusing on ground robots
10.34133/2022/9760269 · 2022 · External reference
Structural and photosynthetic dynamics mediate the response of SIF to water stress in a potato crop
10.1016/j.rse.2021.112555 · 2021 · External reference
Leaf angle as a leaf and canopy trait: rejuvenating its role in ecology with new technology
10.1111/ele.14215 · 2023 · External reference
Investigating diurnal and seasonal cycles of vegetation optical depth retrieved from GNSS signals in a broadleaf forest
10.1029/2023gl107121 · 2024 · External reference
Combining near-infrared radiance of vegetation and fluorescence spectroscopy to detect effects of abiotic changes and stresses
10.1016/j.rse.2021.112856 · 2022 · External reference
Extracting leaf area index by sunlit foliage component from downward-looking digital photography under clear-sky conditions
10.3390/rs71013410 · 2015 · External reference
Leaf wilting movement can protect water-stressed cotton (Gossypium hirsutum L.) plants against photoinhibition of photosynthesis and maintain carbon assimilation in the field
10.1007/s12374-009-9085-z · 2010 · External reference
Unresolved reference
2019 · External reference
UNet++: a nested U-net architecture for medical image segmentation
2018 · External reference
Heliotropic leaf movement of Sophora alopecuroides L.: an efficient strategy to optimise photochemical performance
10.1007/s11099-015-0089-2 · 2015 · External reference
Photographic measurement of leaf angles in field crops
10.1016/j.agrformet.2013.09.010 · 2014 · External reference
Sun-induced chlorophyll fluorescence, photosynthesis, and light use efficiency of a soybean field from seasonally continuous measurements
10.1002/2017jg004180 · ExternalCitation · doi-reference
Leaf angle eXtractor: a high-throughput image processing framework for leaf angle measurements in maize and sorghum
10.1002/aps3.11385 · ExternalCitation · doi-reference
Heliotropic leaf movement of Sophora alopecuroides L.: an efficient strategy to optimise photochemical performance
10.1007/s11099-015-0089-2 · ExternalCitation · doi-reference
A review of light interception in plant stands from leaf to canopy in different plant functional types and in species with varying shade tolerance
10.1007/s11284-010-0712-4 · ExternalCitation · doi-reference
Leaf wilting movement can protect water-stressed cotton (Gossypium hirsutum L.) plants against photoinhibition of photosynthesis and maintain carbon assimilation in the field
10.1007/s12374-009-9085-z · ExternalCitation · doi-reference
A dataset of leaf inclination angles for temperate and boreal broadleaf woody species
10.1007/s13595-018-0730-x · ExternalCitation · doi-reference
Structure from motion photogrammetry in forestry: a review
10.1007/s40725-019-00094-3 · ExternalCitation · doi-reference
Dependence of canopy light distribution on leaf and canopy structure for two cotton (Gossypium) species
10.1016/0168-1923(95)02238-s · ExternalCitation · doi-reference
Comparison of leaf angle distribution functions: effects on extinction coefficient and fraction of sunlit foliage
10.1016/j.agrformet.2006.12.003 · ExternalCitation · doi-reference
How to quantify tree leaf area index in an open savanna ecosystem: a multi-instrument and multi-model approach
10.1016/j.agrformet.2009.08.007 · ExternalCitation · doi-reference
Is the spherical leaf inclination angle distribution a valid assumption for temperate and boreal broadleaf tree species?
10.1016/j.agrformet.2012.10.011 · ExternalCitation · doi-reference
Photographic measurement of leaf angles in field crops
10.1016/j.agrformet.2013.09.010 · ExternalCitation · doi-reference
Variations of leaf inclination angle distribution with height over the growing season and light exposure for eight broadleaf tree species
10.1016/j.agrformet.2015.07.008 · ExternalCitation · doi-reference
Verification of color vegetation indices for automated crop imaging applications
10.1016/j.compag.2008.03.009 · ExternalCitation · doi-reference
Crop height monitoring with digital imagery from Unmanned Aerial System (UAS)
10.1016/j.compag.2017.07.008 · ExternalCitation · doi-reference
LiDAR applications in precision agriculture for cultivating crops: a review of recent advances
10.1016/j.compag.2023.107737 · ExternalCitation · doi-reference
Tree-level carbon stock estimations across diverse species using multi-source remote sensing integration
10.1016/j.compag.2025.109904 · ExternalCitation · doi-reference
High-throughput calculation of organ-scale traits with reconstructed accurate 3D canopy structures using a UAV RGB camera with an advanced cross-circling oblique route
10.1016/j.isprsjprs.2023.05.016 · ExternalCitation · doi-reference
Exploiting the centimeter resolution of UAV multispectral imagery to improve remote-sensing estimates of canopy structure and biochemistry in sugar beet crops
10.1016/j.rse.2018.09.011 · ExternalCitation · doi-reference
Remote sensing for agricultural applications: a meta-review
10.1016/j.rse.2019.111402 · ExternalCitation · doi-reference
Soybean yield prediction from UAV using multimodal data fusion and deep learning
10.1016/j.rse.2019.111599 · ExternalCitation · doi-reference
Structural and photosynthetic dynamics mediate the response of SIF to water stress in a potato crop
10.1016/j.rse.2021.112555 · ExternalCitation · doi-reference
Combining near-infrared radiance of vegetation and fluorescence spectroscopy to detect effects of abiotic changes and stresses
10.1016/j.rse.2021.112856 · ExternalCitation · doi-reference
Canopy structural changes explain reductions in canopy-level solar induced chlorophyll fluorescence in Prunus yedoensis seedlings under a drought stress condition
10.1016/j.rse.2023.113733 · ExternalCitation · doi-reference
Using an improved radiative transfer model to estimate leaf area index, fractional vegetation cover and leaf inclination angle from Himawari-8 geostationary satellite data
10.1016/j.rse.2024.114595 · ExternalCitation · doi-reference
Seeing into individual trees: tree-specific retrieval of tree-level traits using 3D radiative transfer model and spatial adjacency constraint from UAV multispectral imagery
10.1016/j.rse.2025.114616 · ExternalCitation · doi-reference
A UAV-based framework for field-scale extraction of leaf inclination angles in soybean canopies
10.1016/j.rse.2026.115411 · ExternalCitation · doi-reference
Paraheliotropism in two Phaseolus species: combined effects of photon flux density and pulvinus temperature, and consequences for leaf gas exchange
10.1016/s0098-8472(02)00062-x · ExternalCitation · doi-reference
Leaf orientation and sunlit leaf area distribution in cotton
10.1016/s0168-1923(96)02417-3 · ExternalCitation · doi-reference
Investigating diurnal and seasonal cycles of vegetation optical depth retrieved from GNSS signals in a broadleaf forest
10.1029/2023gl107121 · ExternalCitation · doi-reference
Temporal dynamics in vertical leaf angles can confound vegetation indices widely used in Earth observations
10.1038/s43247-024-01712-0 · ExternalCitation · doi-reference
Leaf size and angle vary widely across species: what consequences for light interception?
10.1046/j.1469-8137.2003.00765.x · ExternalCitation · doi-reference
Image-based 3D corn reconstruction for retrieval of geometrical structural parameters
10.1080/01431160903130952 · ExternalCitation · doi-reference
Repeated drone photogrammetry surveys demonstrate that reconstructed canopy heights are sensitive to wind speed but relatively insensitive to illumination conditions
10.1080/01431161.2024.2377832 · ExternalCitation · doi-reference
Quantifying water-use efficiency in plant canopies with varying leaf angle and density distribution
10.1093/aob/mcae018 · ExternalCitation · doi-reference
Optimal photosynthetic use of light by tropical tree crowns achieved by adjustment of individual leaf angles and nitrogen content
10.1093/aob/mcn265 · ExternalCitation · doi-reference
Leaf movements and photoinhibition in relation to water stress in field-grown beans
10.1093/jxb/eri061 · ExternalCitation · doi-reference
Functional–structural plant modelling: a new versatile tool in crop science
10.1093/jxb/erp345 · ExternalCitation · doi-reference
How the environment, canopy structure and canopy physiological functioning influence carbon, water and energy fluxes of a temperate broad-leaved deciduous forest—an assessment with the biophysical model CANOAK
10.1093/treephys/22.15-16.1065 · ExternalCitation · doi-reference
Heliotropic leaf movements in common beans controlled by air temperature
10.1104/pp.91.3.1162 · ExternalCitation · doi-reference
AngleCam: predicting the temporal variation of leaf angle distributions from image series with deep learning
10.1111/2041-210x.13968 · ExternalCitation · doi-reference
Systematic review and best practices for drone remote sensing of invasive plants
10.1111/2041-210x.14330 · ExternalCitation · doi-reference
Leaf angle as a leaf and canopy trait: rejuvenating its role in ecology with new technology
10.1111/ele.14215 · ExternalCitation · doi-reference
Plant phenology and global climate change: current progresses and challenges
10.1111/gcb.14619 · ExternalCitation · doi-reference
Potential of hotspot solar-induced chlorophyll fluorescence for better tracking terrestrial photosynthesis
10.1111/gcb.15554 · ExternalCitation · doi-reference
Light-driven leaf movements⁎
10.1111/j.1365-3040.1990.tb01079.x · ExternalCitation · doi-reference
Paraheliotropism in Robinia pseudoacacia L.: an efficient strategy to optimise photosynthetic performance under natural environmental conditions
10.1111/j.1438-8677.2008.00032.x · ExternalCitation · doi-reference
Intercomparison of methods for estimating leaf inclination angle distribution with terrestrial lidar for broadleaf tree species
10.1111/nph.70379 · ExternalCitation · doi-reference
Leaf angle: a target of genetic improvement in cereal crops tailored for high-density planting
10.1111/pbi.13780 · ExternalCitation · doi-reference
Daily heliotropic movements assist gas exchange and productive responses in DREB 1A soybean plants under drought stress in the greenhouse
10.1111/tpj.14069 · ExternalCitation · doi-reference
Solar tracking by plants
10.1126/science.210.4474.1094 · ExternalCitation · doi-reference
New equations for computing vapor pressure and enhancement factor
10.1175/1520-0450(1981)020<1527:nefcvp>2.0.co;2 · ExternalCitation · doi-reference
Measuring crops in 3D: using geometry for plant phenotyping
10.1186/s13007-019-0490-0 · ExternalCitation · doi-reference
Color indices for weed identification under various soil, residue, and lighting conditions
10.13031/2013.27838 · ExternalCitation · doi-reference
Leaf orientation method as a proxy for sensing nitrogen and water deficit in tomato plants
10.21273/hortsci18176-24 · ExternalCitation · doi-reference
Leveraging image analysis for high-throughput plant phenotyping
10.3389/fpls.2019.00508 · ExternalCitation · doi-reference
Use of 3D modeling to refine predictions of canopy light utilization: a comparative study on canopy photosynthesis models with different dimensions
10.3389/fpls.2022.735981 · ExternalCitation · doi-reference
Impacts of salinity stress on crop plants: improving salt tolerance through genetic and molecular dissection
10.3389/fpls.2023.1241736 · ExternalCitation · doi-reference
Albumentations: fast and flexible image augmentations
10.3390/info11020125 · ExternalCitation · doi-reference
How do plants respond to combined drought and salinity stress?—a systematic review
10.3390/plants11212884 · ExternalCitation · doi-reference
Influencing factors in estimation of leaf angle distribution of an individual tree from terrestrial laser scanning data
10.3390/rs13061159 · ExternalCitation · doi-reference
EasyIDP: a python package for intermediate data processing in UAV-based plant phenotyping
10.3390/rs13132622 · ExternalCitation · doi-reference
Determination of the leaf inclination angle (LIA) through field and remote sensing methods: current status and future prospects
10.3390/rs15040946 · ExternalCitation · doi-reference
A systematic review of radiative transfer models for crop yield prediction and crop traits retrieval
10.3390/rs16010121 · ExternalCitation · doi-reference
Extracting leaf area index by sunlit foliage component from downward-looking digital photography under clear-sky conditions
10.3390/rs71013410 · ExternalCitation · doi-reference
Robust surface reconstruction of plant leaves from 3D point clouds
10.34133/2021/3184185 · ExternalCitation · doi-reference
A review of high-throughput field phenotyping systems: focusing on ground robots
10.34133/2022/9760269 · ExternalCitation · doi-reference
PSegNet: simultaneous semantic and instance segmentation for point clouds of plants
10.34133/2022/9787643 · ExternalCitation · doi-reference
Auto-LIA: the automated vision-based leaf inclination angle measurement system improves monitoring of plant physiology
10.34133/plantphenomics.0245 · ExternalCitation · doi-reference
A model for simulating photosynthesis in plant communities
10.3733/hilg.v38n04p181 · ExternalCitation · doi-reference
AngleCam V2: predicting leaf inclination angles across taxa from daytime and nighttime photos
10.5194/bg-23-5607-2026 · ExternalCitation · doi-reference
