FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3003644624> ?p ?o ?g. }

• W3003644624 endingPage "3907" @default.
• W3003644624 startingPage "3899" @default.
• W3003644624 abstract "Based on the data collected from 108 permanent plots of the forest resources survey in Maoershan Experimental Forest Farm during 2004-2016, this study investigated the spatial distribution of recruitment trees in natural secondary forest by global Poisson regression and geographically weighted Poisson regression (GWPR) with four bandwidths of 2.5, 5, 10 and 15 km. The simulation effects of the 5 regressions and the factors influencing the recruitment trees in stands were analyzed, a description was given to the spatial autocorrelation of the regression residuals on global and local levels using Moran's I. The results showed that the spatial distribution of the number of natural secondary forest recruitment was significantly influenced by stands and topographic factors, especially average DBH. The GWPR model with small scale (2.5 km) had high accuracy of model fitting, a large range of model parameter estimates was generated, and the localized spatial distribution effect of the model parameters was obtained. The GWPR model at small scale (2.5 and 5 km) had produced a small range of model residuals, and the stability of the model was improved. The global spatial auto-correlation of the GWPR model residual at the small scale (2.5 km) was the lowe-st, and the local spatial auto-correlation was significantly reduced, in which an ideal spatial distribution pattern of small clusters with different observations was formed. The local model at small scale (2.5 km) was much better than the global model in the simulation effect on the spatial distribution of recruitment tree number.基于帽儿山实验林场2004—2016年森林资源二类调查固定样地(共108块)数据,采用全局Poisson模型和4种空间尺度(2.5、5、10、15 km)下的地理加权泊松模型(geographically weighted Poisson regression, GWPR)对天然次生林进界株数的空间分布进行了研究,并对5种模型的拟合效果以及影响林分进界株数的因子进行了分析,利用莫兰指数描述了模型残差在全局和局域两种水平上的空间自相关性.结果表明: 本文所选的林分及地形因子都显著影响天然次生林进界株数的空间分布,林分平均胸径是最主要的影响因子;在小尺度(2.5 km)下GWPR模型拥有很高的拟合精度,产生了最大范围的模型参数估计值,得到了较好的模型参数局域化空间分布效果;在较小尺度(2.5和5 km)下GWPR模型产生了较小范围的模型残差,模型的稳定性得到提升;在小尺度(2.5 km)下GWPR模型残差的全局空间自相关性达到最低,局域空间自相关性显著减小,并形成了不同观测值少量聚类这一理想的空间分布模式;在对进界株数空间分布的模拟效果上,小尺度(2.5 km)下的局域模型明显好于全局模型." @default.
• W3003644624 created "2020-02-07" @default.
• W3003644624 creator A5013443747 @default.
• W3003644624 creator A5073597012 @default.
• W3003644624 date "2017-12-01" @default.
• W3003644624 modified "2023-09-23" @default.
• W3003644624 title "[Prediction and spatial distribution of recruitment trees of natural secondary forest based on geographically weighted Poisson model]." @default.
• W3003644624 doi "https://doi.org/10.13287/j.1001-9332.201712.008" @default.
• W3003644624 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/29696885" @default.
• W3003644624 hasPublicationYear "2017" @default.
• W3003644624 type Work @default.
• W3003644624 sameAs 3003644624 @default.
• W3003644624 citedByCount "0" @default.
• W3003644624 crossrefType "journal-article" @default.
• W3003644624 hasAuthorship W3003644624A5013443747 @default.
• W3003644624 hasAuthorship W3003644624A5073597012 @default.
• W3003644624 hasConcept C100906024 @default.
• W3003644624 hasConcept C105795698 @default.
• W3003644624 hasConcept C110121322 @default.
• W3003644624 hasConcept C134306372 @default.
• W3003644624 hasConcept C144024400 @default.
• W3003644624 hasConcept C149923435 @default.
• W3003644624 hasConcept C152877465 @default.
• W3003644624 hasConcept C158709400 @default.
• W3003644624 hasConcept C159620131 @default.
• W3003644624 hasConcept C159985019 @default.
• W3003644624 hasConcept C18903297 @default.
• W3003644624 hasConcept C192562407 @default.
• W3003644624 hasConcept C204323151 @default.
• W3003644624 hasConcept C205649164 @default.
• W3003644624 hasConcept C2777016058 @default.
• W3003644624 hasConcept C2778755073 @default.
• W3003644624 hasConcept C2908647359 @default.
• W3003644624 hasConcept C33923547 @default.
• W3003644624 hasConcept C58640448 @default.
• W3003644624 hasConcept C73269764 @default.
• W3003644624 hasConcept C86803240 @default.
• W3003644624 hasConceptScore W3003644624C100906024 @default.
• W3003644624 hasConceptScore W3003644624C105795698 @default.
• W3003644624 hasConceptScore W3003644624C110121322 @default.
• W3003644624 hasConceptScore W3003644624C134306372 @default.
• W3003644624 hasConceptScore W3003644624C144024400 @default.
• W3003644624 hasConceptScore W3003644624C149923435 @default.
• W3003644624 hasConceptScore W3003644624C152877465 @default.
• W3003644624 hasConceptScore W3003644624C158709400 @default.
• W3003644624 hasConceptScore W3003644624C159620131 @default.
• W3003644624 hasConceptScore W3003644624C159985019 @default.
• W3003644624 hasConceptScore W3003644624C18903297 @default.
• W3003644624 hasConceptScore W3003644624C192562407 @default.
• W3003644624 hasConceptScore W3003644624C204323151 @default.
• W3003644624 hasConceptScore W3003644624C205649164 @default.
• W3003644624 hasConceptScore W3003644624C2777016058 @default.
• W3003644624 hasConceptScore W3003644624C2778755073 @default.
• W3003644624 hasConceptScore W3003644624C2908647359 @default.
• W3003644624 hasConceptScore W3003644624C33923547 @default.
• W3003644624 hasConceptScore W3003644624C58640448 @default.
• W3003644624 hasConceptScore W3003644624C73269764 @default.
• W3003644624 hasConceptScore W3003644624C86803240 @default.
• W3003644624 hasIssue "12" @default.
• W3003644624 hasLocation W30036446241 @default.
• W3003644624 hasOpenAccess W3003644624 @default.
• W3003644624 hasPrimaryLocation W30036446241 @default.
• W3003644624 hasRelatedWork W1805901359 @default.
• W3003644624 hasRelatedWork W2128877413 @default.
• W3003644624 hasRelatedWork W2208723880 @default.
• W3003644624 hasRelatedWork W2242406330 @default.
• W3003644624 hasRelatedWork W2353656578 @default.
• W3003644624 hasRelatedWork W2360234810 @default.
• W3003644624 hasRelatedWork W2373089435 @default.
• W3003644624 hasRelatedWork W2890110997 @default.
• W3003644624 hasRelatedWork W3021520647 @default.
• W3003644624 hasRelatedWork W3162973778 @default.
• W3003644624 hasVolume "28" @default.
• W3003644624 isParatext "false" @default.
• W3003644624 isRetracted "false" @default.
• W3003644624 magId "3003644624" @default.
• W3003644624 workType "article" @default.