Developing GIS-Based Algorithm of Stand Spatial Structure Index and Its Implementation
Accurate information of the fine-scale spatial patterns of trees and their interactions within a stand is critical for explaining the competition, health and vigor status, and future development of a stand. There are a number of indices which can show such patterns, but the stand spatial structure i...
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| Published in | Forests Vol. 15; no. 10; p. 1755 |
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| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Basel
MDPI AG
01.10.2024
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1999-4907 1999-4907 |
| DOI | 10.3390/f15101755 |
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| Abstract | Accurate information of the fine-scale spatial patterns of trees and their interactions within a stand is critical for explaining the competition, health and vigor status, and future development of a stand. There are a number of indices which can show such patterns, but the stand spatial structure index is the most important. This index can be quantified based on the spatial information of trees (tree positions) within a stand and has paramount importance in identifying candidate trees to be thinned. This study develops a software tool (algorithm), which can conveniently and accurately estimate the stand spatial structure index. Our proposed algorithm considers the spatial relationships between a reference tree and its four adjacent trees, and computes the three most important stand structure indices (neighborhood comparison, uniform angle index and species mingling) using GIS (ArcEngine) and the C# programming language. The implementation of the developed algorithm (stand spatial structure index) shows that, for any reference tree assumed, its four adjacent trees identified by each of the three stand spatial structure indices (uniform angle index—UAI, mingling—M and neighborhood comparison—NC) are the same, indicating the consistency and accuracy between the three-stand spatial structural indices. For the same tree species in a forest stand, the computational results from each of the spatial structure indices used (UAI, M, NC) are also the same. Thus, the results of this algorithm developed in this study are consistent with that of the Winkelmass1.0 software (a type of software used to simulate stand spatial structure). As this article is based on the GIS technique, the computational results can be visually displayed and implemented on actual maps, making it more convenient and intuitive for forest management. The proposed approach will be useful for accurately identifying the trees to be thinned and helpful for maintaining the vigor stand structure. This study also demonstrates the implementation of the algorithm to the real-world data and proves that the computational process is simple and efficient. The application of this algorithm for the identification of trees to be thinned may help the stakeholders to focus their attention towards multi-functional forest management. The algorithm will also provide an important basis for optimizing thinning and maintaining well-structured forest stands. |
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| AbstractList | Accurate information of the fine-scale spatial patterns of trees and their interactions within a stand is critical for explaining the competition, health and vigor status, and future development of a stand. There are a number of indices which can show such patterns, but the stand spatial structure index is the most important. This index can be quantified based on the spatial information of trees (tree positions) within a stand and has paramount importance in identifying candidate trees to be thinned. This study develops a software tool (algorithm), which can conveniently and accurately estimate the stand spatial structure index. Our proposed algorithm considers the spatial relationships between a reference tree and its four adjacent trees, and computes the three most important stand structure indices (neighborhood comparison, uniform angle index and species mingling) using GIS (ArcEngine) and the C# programming language. The implementation of the developed algorithm (stand spatial structure index) shows that, for any reference tree assumed, its four adjacent trees identified by each of the three stand spatial structure indices (uniform angle index—UAI, mingling—M and neighborhood comparison—NC) are the same, indicating the consistency and accuracy between the three-stand spatial structural indices. For the same tree species in a forest stand, the computational results from each of the spatial structure indices used (UAI, M, NC) are also the same. Thus, the results of this algorithm developed in this study are consistent with that of the Winkelmass1.0 software (a type of software used to simulate stand spatial structure). As this article is based on the GIS technique, the computational results can be visually displayed and implemented on actual maps, making it more convenient and intuitive for forest management. The proposed approach will be useful for accurately identifying the trees to be thinned and helpful for maintaining the vigor stand structure. This study also demonstrates the implementation of the algorithm to the real-world data and proves that the computational process is simple and efficient. The application of this algorithm for the identification of trees to be thinned may help the stakeholders to focus their attention towards multi-functional forest management. The algorithm will also provide an important basis for optimizing thinning and maintaining well-structured forest stands. |
| Author | Sharma, Ram P. Xie, Dongbo Fu, Liyong Xu, Dengping Pang, Lifeng |
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| Cites_doi | 10.3390/f11040413 10.1016/j.foreco.2005.12.039 10.1016/S0378-1127(97)00069-8 10.1016/S1872-2032(08)60008-6 10.1016/j.foreco.2021.119965 10.1093/forestry/75.3.305 10.3390/f14091896 |
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| Copyright | 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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| References | Pang (ref_21) 2011; 26 Pang (ref_22) 2007; 35 Zhou (ref_13) 2009; 45 Zhao (ref_11) 2014; 36 Hui (ref_12) 2018; 31 Dong (ref_4) 2022; 506 Pang (ref_23) 2010; 6 Cao (ref_14) 2016; 4 Zhang (ref_31) 2023; 45 Hui (ref_17) 2007; 27 ref_16 Hao (ref_10) 2006; 17 Tang (ref_8) 2010; 46 Liu (ref_2) 2010; 6 Chen (ref_9) 2010; 30 Li (ref_19) 2015; 37 Pommerening (ref_7) 2006; 224 Hui (ref_20) 2001; 14 Yang (ref_24) 2015; 30 Zhou (ref_15) 2018; 38 Pommerening (ref_26) 2002; 75 Qiu (ref_29) 2016; 36 Tang (ref_28) 2013; 49 Dong (ref_30) 2013; 35 ref_1 ref_3 Pretzsch (ref_25) 1997; 3 Tang (ref_18) 2009; 35 ref_5 Tang (ref_27) 2004; 40 ref_6 |
| References_xml | – volume: 37 start-page: 61 year: 2015 ident: ref_19 article-title: Tree competition indexes based on weighted Voronoi diagram publication-title: J. Beijing For. Univ. – volume: 26 start-page: 180 year: 2011 ident: ref_21 article-title: Development of the Provincial Forestry Information Sharing Platform Based on WebGIS publication-title: J. Northwest For. Univ. – volume: 49 start-page: 120 year: 2013 ident: ref_28 article-title: Spatial Structure Optimizing Adjustment and Control Model of Phyllostachys edulis Stand publication-title: Sci. Silvae Sin. – volume: 30 start-page: 20 year: 2010 ident: ref_9 article-title: Analysis and Evaluation on Spatial Structure of Quercusmongolica Forests in Over logged Region in Northeast China publication-title: J. Southwest For. Univ. – volume: 45 start-page: 1 year: 2009 ident: ref_13 article-title: Treatment Methods of Plot Boundary Trees in Spatial Forest Structure Analysis publication-title: Sci. Silvae Sin. – ident: ref_3 doi: 10.3390/f11040413 – volume: 35 start-page: 1 year: 2009 ident: ref_18 article-title: Mingling of Evergreen Broad-Leaved Forests in Tianmu Mountain Based on Voronoi Diagram publication-title: Sci. Silvae Sin. – volume: 224 start-page: 266 year: 2006 ident: ref_7 article-title: Evaluating structural indices by reversing forest structural analysis publication-title: For. Ecol. Manag. doi: 10.1016/j.foreco.2005.12.039 – volume: 17 start-page: 751 year: 2006 ident: ref_10 article-title: Neighborhood comparison of Cryptomeria fortunei plantation by using different cariables publication-title: Chin. J. Appl. Ecol. – volume: 36 start-page: 78 year: 2014 ident: ref_11 article-title: Application of stand Spatial advantage degree based on the neighborhood comparison publication-title: J. Beijing For. Univ. – ident: ref_16 – volume: 35 start-page: 16 year: 2013 ident: ref_30 article-title: A new composite index of stand spatial structure for natural forest publication-title: J. Beijing For. Univ. – volume: 40 start-page: 25 year: 2004 ident: ref_27 article-title: Study on Spatial Structure Optimizing Model of Stand Selection Cutting publication-title: Sci. Silvae Sin. – ident: ref_1 – volume: 6 start-page: 113 year: 2010 ident: ref_23 article-title: Research on Hainan Province Ecological Forest Management and Protection System Based on ArcGIS Server publication-title: For. Resour. Manag. – volume: 3 start-page: 237 year: 1997 ident: ref_25 article-title: Analysis and modeling of spatial stand structures methodological considerations based on mixed beech-larch stands in Lower Saxony publication-title: For. Ecol. Manag. doi: 10.1016/S0378-1127(97)00069-8 – volume: 45 start-page: 74 year: 2023 ident: ref_31 article-title: Stand structure optimization and adjustment of natural forest in Changbai Mountains based on AHP-CRITIC combination weight method publication-title: J. Beijing For. Univ. – volume: 4 start-page: 65 year: 2016 ident: ref_14 article-title: Research Progress on Indicators of the Stand Spatial Structure publication-title: For. Resour. Manag. – volume: 27 start-page: 4717 year: 2007 ident: ref_17 article-title: Analysis method of forest spatial distribution layout publication-title: Acta Ecol. Sin. doi: 10.1016/S1872-2032(08)60008-6 – volume: 506 start-page: 119965 year: 2022 ident: ref_4 article-title: Optimizing neighborhood-based stand spatial structure: Four cases of boreal forests publication-title: For. Ecol. Manag. doi: 10.1016/j.foreco.2021.119965 – volume: 75 start-page: 305 year: 2002 ident: ref_26 article-title: Approaches to quantifying forest structures publication-title: Forestry doi: 10.1093/forestry/75.3.305 – ident: ref_6 – volume: 46 start-page: 117 year: 2010 ident: ref_8 article-title: Advances in study of Forest Spatial Structure publication-title: Sci. Silvae Sin. – volume: 38 start-page: 76 year: 2018 ident: ref_15 article-title: Stability evaluation of different forest communities in Huanglongshan mountain based on the spatial structure index publication-title: J. Cent. South Univ. For. Technol. – volume: 30 start-page: 217 year: 2015 ident: ref_24 article-title: Decision and Development of Support System for Deforestation Based on GIS publication-title: J. Northwest For. Univ. – volume: 31 start-page: 85 year: 2018 ident: ref_12 article-title: Research Progress of Structure-based Forest Management publication-title: For. Res. – volume: 35 start-page: 98 year: 2007 ident: ref_22 article-title: Analysis and research of backstage management of shared platform of forestry information based on ArcIMS publication-title: J. Northwest A F Univ. – volume: 14 start-page: 23 year: 2001 ident: ref_20 article-title: Expression of spatial isolation degree of tree species in mixed forest publication-title: For. Res. – volume: 6 start-page: 60 year: 2010 ident: ref_2 article-title: Spatial Structure of Quercusmongolica Forest in Hebei Wuling Mountain Nature Reserve publication-title: Forest Resour. Manag. – volume: 36 start-page: 1058 year: 2016 ident: ref_29 article-title: Analysis of the spatial structure and competition with a Phyllostachys edulis standbased on an improved Hegyi model publication-title: Acta Ecol. Sin. – ident: ref_5 doi: 10.3390/f14091896 |
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| SubjectTerms | Algorithms Biodiversity Computer applications Forest management Forests Geographic information systems Information technology Plant species Programming languages Software Spatial data Stand structure Trees |
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| Title | Developing GIS-Based Algorithm of Stand Spatial Structure Index and Its Implementation |
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