Light Distribution Models for Tree Growth Simulation
The simulation and modelling of tree growth is a complex subject with a long history and an important area of research in both computer graphics and botany. For more than 50 years, new approaches to this topic have been presented frequently, including several aspects to increase realism. To further...
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Published in | Computer graphics forum Vol. 44; no. 1 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Oxford
Blackwell Publishing Ltd
01.02.2025
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Subjects | |
Online Access | Get full text |
ISSN | 0167-7055 1467-8659 |
DOI | 10.1111/cgf.15268 |
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Abstract | The simulation and modelling of tree growth is a complex subject with a long history and an important area of research in both computer graphics and botany. For more than 50 years, new approaches to this topic have been presented frequently, including several aspects to increase realism. To further improve these achievements, we present a compact and robust functional‐structural plant model (FSPM) that is consistent with botanical rules. While we show several extensions to typical approaches, we focus mainly on the distribution of light as a resource in three‐dimensional space. We therefore present four different light distribution models based on ray tracing, space colonization, voxel‐based approaches and bounding volumes. By simulating individual light sources, we were able to create a more specified scene setup for plant simulation than it has been presented in the past. By taking into account such a more accurate distribution of light in the environment, this technique is capable of modelling realistic and diverse tree models.
Simulation of tree growth using a combination of approximations to interpret light as a resource for plant metabolism. |
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AbstractList | The simulation and modelling of tree growth is a complex subject with a long history and an important area of research in both computer graphics and botany. For more than 50 years, new approaches to this topic have been presented frequently, including several aspects to increase realism. To further improve these achievements, we present a compact and robust functional‐structural plant model (FSPM) that is consistent with botanical rules. While we show several extensions to typical approaches, we focus mainly on the distribution of light as a resource in three‐dimensional space. We therefore present four different light distribution models based on ray tracing, space colonization, voxel‐based approaches and bounding volumes. By simulating individual light sources, we were able to create a more specified scene setup for plant simulation than it has been presented in the past. By taking into account such a more accurate distribution of light in the environment, this technique is capable of modelling realistic and diverse tree models. The simulation and modelling of tree growth is a complex subject with a long history and an important area of research in both computer graphics and botany. For more than 50 years, new approaches to this topic have been presented frequently, including several aspects to increase realism. To further improve these achievements, we present a compact and robust functional‐structural plant model (FSPM) that is consistent with botanical rules. While we show several extensions to typical approaches, we focus mainly on the distribution of light as a resource in three‐dimensional space. We therefore present four different light distribution models based on ray tracing, space colonization, voxel‐based approaches and bounding volumes. By simulating individual light sources, we were able to create a more specified scene setup for plant simulation than it has been presented in the past. By taking into account such a more accurate distribution of light in the environment, this technique is capable of modelling realistic and diverse tree models. Simulation of tree growth using a combination of approximations to interpret light as a resource for plant metabolism. |
Author | Mäder, Patrick Nauber, Tristan |
Author_xml | – sequence: 1 givenname: Tristan orcidid: 0000-0002-1717-5996 surname: Nauber fullname: Nauber, Tristan email: tristan.nauber@tu-ilmenau.de organization: Technische Universität Ilmenau, Data‐intensive Systems and Visualization Group – sequence: 2 givenname: Patrick orcidid: 0000-0001-6871-2707 surname: Mäder fullname: Mäder, Patrick email: patrick.maeder@tu-ilmenau.de organization: Friedrich Schiller University Jena |
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Cites_doi | 10.1086/337445 10.1007/s40725-021-00145-8 10.1145/235815.235821 10.1007/978-3-642-54435-4 10.1016/j.agrformet.2022.108905 10.1111/cgf.12282 10.1111/nph.17610 10.1111/nph.13204 10.1145/3478513.3480525 10.1093/forestscience/39.3.594 10.1145/1409060.1409062 10.1007/BF02860807 10.1007/s00530-018-0597-6 10.1145/1531326.1531364 10.1093/aob/mcu068 10.1145/237170.237279 10.1093/aob/mcl260 10.2307/2656846 10.1016/0022‐5193(65)90077‐9 10.1016/0025‐5564(82)90028‐1 10.1111/j.1365‐3040.2007.01683.x 10.1109/TVCG.2018.2869784 10.1006/jtbi.1994.1056 10.1111/nph.15451 10.3390/f10100925 10.1126/science.171.3966.29 10.1111/cgf.13263 10.1145/2185520.2185546 10.1007/978-3-7091-6874-5_9 10.1093/treephys/tpae045 10.1145/3592145 10.1145/2366145.2366188 10.1006/anbo.1996.0334 10.3390/agronomy11122458 10.1145/636886.636890 10.1145/964965.808601 10.1145/192161.192254 10.1111/j.1469-8137.2005.01445.x 10.1145/15886.15897 10.1145/325165.325250 10.1007/BF02344260 10.1002/j.1537‐2197.1981.tb07801.x 10.1016/0022‐5193(71)90191‐3 10.1145/3306346.3323039 10.1145/74333.74351 10.1145/800249.807419 10.18960/seitai.14.3_97 10.1111/nph.17913 10.1016/S2095‐3119(20)63227‐0 10.3390/f14040683 10.1111/nph.17289 10.1145/800248.807402 |
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References | 1982; 59 2021; 20 2019; 10 2000; 87 2007; 30 1979 1978 1985; 19 1993; 39 1990 2018; 1 1965; 8 2008; 27 2019; 25 1988; 88 1984; 18 2021; 230 2021; 232 1994; 107 2021; 40 1971; 171 1989 1996; 22 2015; 2 2022; 233 2021; 7 2023; 14 2012 1984; 145 1997 1981; 68 2019; 38 1996 2007 1994 2022; 317 2007; 99 2019; 221 2014; 114 2012; 31 2009; 28 1971; 31 2023; 42 1994; 167 2021; 11 1986; 20 2005; 166 1960; 26 1997; 79 2020; 26 1964; 14 2024; 44 2015 2014 2014; 33 2003; 22 e_1_2_11_30_2 e_1_2_11_55_2 e_1_2_11_57_2 e_1_2_11_13_2 e_1_2_11_34_2 e_1_2_11_51_2 e_1_2_11_11_2 e_1_2_11_32_2 e_1_2_11_53_2 e_1_2_11_6_2 e_1_2_11_27_2 e_1_2_11_4_2 e_1_2_11_25_2 e_1_2_11_48_2 e_1_2_11_29_2 Palubicki W. (e_1_2_11_36_2) 2007 e_1_2_11_20_2 e_1_2_11_43_2 e_1_2_11_45_2 Lindenmayer A. (e_1_2_11_26_2) 1990 e_1_2_11_24_2 e_1_2_11_8_2 e_1_2_11_22_2 e_1_2_11_41_2 e_1_2_11_17_2 e_1_2_11_15_2 e_1_2_11_59_2 e_1_2_11_19_2 e_1_2_11_38_2 Arvo J. (e_1_2_11_2_2) 1988; 88 e_1_2_11_31_2 e_1_2_11_54_2 e_1_2_11_35_2 e_1_2_11_50_2 e_1_2_11_12_2 e_1_2_11_33_2 e_1_2_11_52_2 e_1_2_11_10_2 e_1_2_11_28_2 e_1_2_11_5_2 e_1_2_11_3_2 e_1_2_11_47_2 e_1_2_11_49_2 e_1_2_11_44_2 e_1_2_11_46_2 e_1_2_11_9_2 e_1_2_11_23_2 e_1_2_11_40_2 Yi L. (e_1_2_11_56_2) 2015 e_1_2_11_7_2 e_1_2_11_21_2 e_1_2_11_42_2 e_1_2_11_16_2 e_1_2_11_14_2 e_1_2_11_58_2 e_1_2_11_37_2 e_1_2_11_18_2 e_1_2_11_39_2 |
References_xml | – volume: 145 start-page: 184 issue: 2 year: 1984 end-page: 195 article-title: Control of development in the bifurcating branch system of tabebuia rosea: A computer simulation publication-title: Botanical Gazette – volume: 114 start-page: 653 issue: 4 year: 2014 end-page: 666 article-title: Dynamics of leaf gas exchange, xylem and phloem transport, water potential and carbohydrate concentration in a realistic 3‐D model tree crown publication-title: Annals of Botany – volume: 233 start-page: 2354 issue: 6 year: 2022 end-page: 2379 article-title: The shaping of plant axes and crowns through tropisms and elasticity: An example of morphogenetic plasticity beyond the shoot apical meristem publication-title: New Phytologist – volume: 221 start-page: 652 issue: 2 year: 2019 end-page: 668 article-title: Modelling carbon sources and sinks in terrestrial vegetation publication-title: New Phytologist – start-page: 14 year: 1979 – volume: 14 start-page: 683 issue: 4 year: 2023 article-title: Framework of virtual plantation forest modeling and data analysis for digital twin publication-title: Forests – volume: 28 start-page: 1 issue: 3 year: 2009 article-title: Self‐organizing tree models for image synthesis publication-title: ACM Transactions on Graphics – volume: 1 start-page: 239 year: 2018 end-page: 253 article-title: Tree growth modelling constrained by growth equations publication-title: Computer Graphics Forum 37 – volume: 31 start-page: 1 issue: 4 year: 2012 end-page: 10 article-title: Plastic trees: Interactive self‐adapting botanical tree models publication-title: ACM Transactions on Graphics – volume: 171 start-page: 29 issue: 3966 year: 1971 end-page: 36 article-title: Dormancy of trees in winter publication-title: Science – start-page: 63 year: 2007 end-page: 70 article-title: Modeling trees with a space colonization algorithm – volume: 31 start-page: 1 issue: 6 year: 2012 article-title: Capturing and animating the morphogenesis of polygonal tree models publication-title: ACM Transactions on Graphics – volume: 2 start-page: 541 year: 2015 end-page: 556 article-title: Molecular basis of angiosperm tree architecture publication-title: New Phytologist 206 – year: 1990 – volume: 232 start-page: 25 issue: 1 year: 2021 end-page: 41 article-title: Plant growth: The what, the how, and the why publication-title: New Phytologist – year: 2014 – volume: 40 start-page: 1 issue: 6 year: 2021 end-page: 15 article-title: Learning to reconstruct botanical trees from single images publication-title: ACM Transactions on Graphics – volume: 19 start-page: 313 issue: 3 year: 1985 end-page: 322 article-title: Approximate and probabilistic algorithms for shading and rendering structured particle systems publication-title: ACM SIGGRAPH Computer Graphics – volume: 25 start-page: 213 issue: 3 year: 2019 end-page: 227 article-title: Interactive synthesis and visualization of self‐organizing trees for large‐scale forest succession simulation publication-title: Multimedia Systems – volume: 166 start-page: 705 issue: 3 year: 2005 end-page: 708 article-title: Functional‐structural plant modelling publication-title: The New phytologist – start-page: 107 year: 2012 end-page: 120 article-title: Treesketch: Interactive procedural modeling of trees on a tablet – volume: 18 start-page: 213 issue: 3 year: 1984 end-page: 222 article-title: Modeling the interaction of light between diffuse surfaces publication-title: ACM SIGGRAPH Computer Graphics – volume: 7 start-page: 230 issue: 4 year: 2021 end-page: 244 article-title: Growth equations in forest research: Mathematical basis and model similarities publication-title: Current Forestry Reports – volume: 59 start-page: 291 issue: 2 year: 1982 end-page: 311 article-title: Theoretical computations on the role of crown shape in the absorption of light by forest trees publication-title: Mathematical Biosciences – volume: 31 start-page: 331 issue: 2 year: 1971 end-page: 338 article-title: Description of the form of trees by the parameters of the tree‐like body: Effects of the branching angle and the branch length on the shape of the tree‐like body publication-title: Journal of Theoretical Biology – year: 2015 – volume: 27 start-page: 1 issue: 5 year: 2008 article-title: Sketch‐based tree modeling using markov random field publication-title: ACM Transactions on Graphics – volume: 230 start-page: 1700 issue: 5 year: 2021 end-page: 1715 article-title: Coordination of spring vascular and organ phenology in deciduous angiosperms growing in seasonally cold climates publication-title: New Phytologist – volume: 26 start-page: 1372 issue: 2 year: 2020 end-page: 1384 article-title: Realistic procedural plant modeling from multiple view images publication-title: IEEE Transactions on Visualization and Computer Graphics – volume: 22 start-page: 204 issue: 2 year: 2003 end-page: 233 article-title: An efficient instantiation algorithm for simulating radiant energy transfer in plant models publication-title: ACM Transactions on Graphics – volume: 33 start-page: 118 issue: 6 year: 2014 end-page: 131 article-title: Inverse procedural modelling of trees publication-title: Computer Graphics Forum – start-page: 175 year: 1989 end-page: 184 article-title: Voxel space automata: Modeling with stochastic growth processes in voxel space – volume: 10 start-page: 925 issue: 10 year: 2019 article-title: Leaf and crown optical properties of five early‐, mid‐ and late‐successional temperate tree species and their relation to sapling light demand publication-title: Forests – year: 2007 – volume: 99 start-page: 375 issue: 3 year: 2007 end-page: 407 article-title: Plant architecture: A dynamic, multilevel and comprehensive approach to plant form, structure and ontogeny publication-title: Annals of botany – volume: 38 start-page: 1 issue: 4 year: 2019 end-page: 14 article-title: Synthetic silviculture publication-title: ACM Transactions on Graphics – volume: 317 year: 2022 article-title: Evolution of light use efficiency models: Improvement, uncertainties, and implications publication-title: Agricultural and Forest Meteorology – volume: 20 start-page: 4 issue: 1 year: 2021 end-page: 23 article-title: Crop photosynthetic response to light quality and light intensity publication-title: Journal of Integrative Agriculture – volume: 167 start-page: 107 issue: 2 year: 1994 end-page: 113 article-title: Leonardo da vinci's rule and fractal complexity in dichotomous trees publication-title: Journal of Theoretical Biology – volume: 88 start-page: 27 year: 1988 end-page: 33 article-title: Modeling plants with environment‐sensitive automata publication-title: Proceedings of Ausgraph – volume: 20 start-page: 103 issue: 4 year: 1986 end-page: 106 article-title: Fast phong shading publication-title: ACM SIGGRAPH Computer Graphics – volume: 44 issue: 5 year: 2024 article-title: Parametrization of biological assumptions to simulate growth of tree branching architectures publication-title: Tree Physiology – volume: 30 start-page: 1052 issue: 9 year: 2007 end-page: 1071 article-title: Photosynthesis and resource distribution through plant canopies publication-title: Plant, Cell and Environment – start-page: 351 year: 1994 end-page: 358 article-title: Synthetic topiary – volume: 87 start-page: 601 issue: 5 year: 2000 end-page: 607 article-title: Apical control of branch growth and angle in woody plants publication-title: American journal of botany – volume: 39 start-page: 594 issue: 3 year: 1993 end-page: 616 article-title: Analysis of growth equations publication-title: Forest Science – start-page: 270 year: 1978 end-page: 274 article-title: Casting curved shadows on curved surfaces – volume: 14 start-page: 97 issue: 3 year: 1964 end-page: 105 article-title: A quantitative analysis of plant form—the pipe model theory: I. basic analyses publication-title: Japanese Journal of Ecology – volume: 79 start-page: 251 issue: 3 year: 1997 end-page: 257 article-title: Cross‐validation of non‐linear growth functions for modelling tree height‐diameter relationships publication-title: Annals of botany – volume: 68 start-page: 569 issue: 4 year: 1981 end-page: 585 article-title: Computer simulation of branch interaction and regulation by unequal flow rates in botanical trees publication-title: American journal of botany – volume: 8 start-page: 264 issue: 2 year: 1965 end-page: 275 article-title: An analysis of irreversible plant cell elongation publication-title: Journal of Theoretical Biology – volume: 107 start-page: 321 issue: 3 year: 1994 end-page: 330 article-title: A simulation model of tree architecture development based on growth response to local light environment publication-title: Journal of Plant Research – volume: 11 start-page: 2458 issue: 12 year: 2021 article-title: Vismaf: Synthetic tree for immersive virtual visualization in smart farming. Part I: Scientific background review and model proposal publication-title: Agronomy – volume: 22 start-page: 469 issue: 4 year: 1996 end-page: 483 article-title: The quickhull algorithm for convex hulls publication-title: ACM Transactions on Mathematical Software – start-page: 397 year: 1996 end-page: 410 article-title: Visual models of plants interacting with their environment – volume: 26 start-page: 331 issue: 3 year: 1960 end-page: 392 article-title: Absorption of water by plants publication-title: The Botanical Review – start-page: 125 year: 1997 end-page: 136 article-title: Visual model of plant development with respect to influence of light – volume: 42 start-page: 1 issue: 4 year: 2023 end-page: 16 article-title: Rhizomorph: The coordinated function of shoots and roots publication-title: ACM Transactions on Graphics – ident: e_1_2_11_6_2 doi: 10.1086/337445 – ident: e_1_2_11_46_2 doi: 10.1007/s40725-021-00145-8 – ident: e_1_2_11_4_2 doi: 10.1145/235815.235821 – ident: e_1_2_11_20_2 doi: 10.1007/978-3-642-54435-4 – ident: e_1_2_11_37_2 doi: 10.1016/j.agrformet.2022.108905 – ident: e_1_2_11_49_2 doi: 10.1111/cgf.12282 – ident: e_1_2_11_17_2 doi: 10.1111/nph.17610 – ident: e_1_2_11_15_2 doi: 10.1111/nph.13204 – volume-title: Fuzzy Plant Modeling with OpenGL: Novel Approaches in Simulating Phototropism and Environmental Conditions year: 2007 ident: e_1_2_11_36_2 – ident: e_1_2_11_22_2 doi: 10.1145/3478513.3480525 – volume-title: Algorithmic Beauty of Plants year: 1990 ident: e_1_2_11_26_2 – ident: e_1_2_11_58_2 doi: 10.1093/forestscience/39.3.594 – ident: e_1_2_11_9_2 doi: 10.1145/1409060.1409062 – ident: e_1_2_11_48_2 doi: 10.1007/BF02860807 – ident: e_1_2_11_21_2 doi: 10.1007/s00530-018-0597-6 – ident: e_1_2_11_39_2 doi: 10.1145/1531326.1531364 – ident: e_1_2_11_34_2 doi: 10.1093/aob/mcu068 – ident: e_1_2_11_31_2 doi: 10.1145/237170.237279 – ident: e_1_2_11_3_2 doi: 10.1093/aob/mcl260 – ident: e_1_2_11_55_2 doi: 10.2307/2656846 – ident: e_1_2_11_24_2 doi: 10.1016/0022‐5193(65)90077‐9 – ident: e_1_2_11_35_2 doi: 10.1016/0025‐5564(82)90028‐1 – ident: e_1_2_11_33_2 doi: 10.1111/j.1365‐3040.2007.01683.x – ident: e_1_2_11_14_2 doi: 10.1109/TVCG.2018.2869784 – ident: e_1_2_11_25_2 doi: 10.1006/jtbi.1994.1056 – ident: e_1_2_11_10_2 doi: 10.1111/nph.15451 – ident: e_1_2_11_16_2 doi: 10.3390/f10100925 – ident: e_1_2_11_38_2 doi: 10.1126/science.171.3966.29 – ident: e_1_2_11_27_2 – volume-title: Light‐Guided Tree Modeling of Diverse Biomorphs year: 2015 ident: e_1_2_11_56_2 – ident: e_1_2_11_57_2 doi: 10.1111/cgf.13263 – ident: e_1_2_11_42_2 doi: 10.1145/2185520.2185546 – ident: e_1_2_11_5_2 doi: 10.1007/978-3-7091-6874-5_9 – volume: 88 start-page: 27 year: 1988 ident: e_1_2_11_2_2 article-title: Modeling plants with environment‐sensitive automata publication-title: Proceedings of Ausgraph – ident: e_1_2_11_32_2 doi: 10.1093/treephys/tpae045 – ident: e_1_2_11_23_2 doi: 10.1145/3592145 – ident: e_1_2_11_41_2 doi: 10.1145/2366145.2366188 – ident: e_1_2_11_59_2 doi: 10.1006/anbo.1996.0334 – ident: e_1_2_11_8_2 doi: 10.3390/agronomy11122458 – ident: e_1_2_11_50_2 doi: 10.1145/636886.636890 – ident: e_1_2_11_13_2 doi: 10.1145/964965.808601 – ident: e_1_2_11_40_2 doi: 10.1145/192161.192254 – ident: e_1_2_11_12_2 doi: 10.1111/j.1469-8137.2005.01445.x – ident: e_1_2_11_7_2 doi: 10.1145/15886.15897 – ident: e_1_2_11_43_2 doi: 10.1145/325165.325250 – ident: e_1_2_11_44_2 – ident: e_1_2_11_52_2 doi: 10.1007/BF02344260 – ident: e_1_2_11_19_2 doi: 10.1002/j.1537‐2197.1981.tb07801.x – ident: e_1_2_11_18_2 doi: 10.1016/0022‐5193(71)90191‐3 – ident: e_1_2_11_30_2 doi: 10.1145/3306346.3323039 – ident: e_1_2_11_11_2 doi: 10.1145/74333.74351 – ident: e_1_2_11_53_2 doi: 10.1145/800249.807419 – ident: e_1_2_11_51_2 doi: 10.18960/seitai.14.3_97 – ident: e_1_2_11_29_2 doi: 10.1111/nph.17913 – ident: e_1_2_11_47_2 doi: 10.1016/S2095‐3119(20)63227‐0 – ident: e_1_2_11_28_2 doi: 10.3390/f14040683 – ident: e_1_2_11_45_2 doi: 10.1111/nph.17289 – ident: e_1_2_11_54_2 doi: 10.1145/800248.807402 |
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SubjectTerms | biological modelling Botany Computer graphics Growth models Light distribution Light sources mesh generation Modelling Ray tracing Simulation Space colonies virtual environments |
Title | Light Distribution Models for Tree Growth Simulation |
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