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A Variance Partitioning Multi-level Model for Forest Inventory Data with a Fixed Plot Design 固定样地设计下森林清查数据的方差划分多级模型
4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-05-30 DOI: 10.1007/s13253-023-00548-z
Isa Marques, Paul F. V. Wiemann, Thomas Kneib
{"title":"A Variance Partitioning Multi-level Model for Forest Inventory Data with a Fixed Plot Design","authors":"Isa Marques, Paul F. V. Wiemann, Thomas Kneib","doi":"10.1007/s13253-023-00548-z","DOIUrl":"https://doi.org/10.1007/s13253-023-00548-z","url":null,"abstract":"Abstract Forest inventories are often carried out with a particular design, consisting of a multi-level structure of observation plots spread over a larger domain and a fixed plot design of exact observation locations within these plots. Consequently, the resulting data are collected intensively within plots of equal size but with much less intensity at larger spatial scales. The resulting data are likely to be spatially correlated both within and between plots, with spatial effects extending over two different areas. However, a Gaussian process model with a standard covariance structure is generally unable to capture dependence at both fine and coarse scales of variation as well as for their interaction. In this paper, we develop a computationally feasible multi-level spatial model that accounts for dependence at multiple scales. We use a data-driven approach to determine the weight of each spatial process in the model to partition the variability of the measurements. We use simulated and German small tree inventory data to evaluate the model’s performance.Supplementary material to this paper is provided online.","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135643341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Review of “Mixed-Effects Models and Small Area Estimation” by Shonosuke Sugasawa and Tatsuya Kubokawa Sugasawa Shonosuke和Kubokawa Tatsuya的“混合效应模型和小面积估算”综述
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-05-16 DOI: 10.1007/s13253-023-00536-3
Desak Made Goldyna Rarasari
{"title":"Review of “Mixed-Effects Models and Small Area Estimation” by Shonosuke Sugasawa and Tatsuya Kubokawa","authors":"Desak Made Goldyna Rarasari","doi":"10.1007/s13253-023-00536-3","DOIUrl":"https://doi.org/10.1007/s13253-023-00536-3","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89181204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Discussion on “Saving Storage in Climate Ensembles: A Model-Based Stochastic Approach” 关于“气候集合中储存的节约:基于模型的随机方法”的讨论
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-05-11 DOI: 10.1007/s13253-023-00540-7
J. Bessac, Robert Underwood, S. Di
{"title":"Discussion on “Saving Storage in Climate Ensembles: A Model-Based Stochastic Approach”","authors":"J. Bessac, Robert Underwood, S. Di","doi":"10.1007/s13253-023-00540-7","DOIUrl":"https://doi.org/10.1007/s13253-023-00540-7","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73659081","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Discussion on “Saving Storage in Climate Ensembles: A Model-Based Stochastic Approach” 关于“气候集合中储存的节约:基于模型的随机方法”的讨论
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-05-11 DOI: 10.1007/s13253-023-00537-2
A. Poppick
{"title":"Discussion on “Saving Storage in Climate Ensembles: A Model-Based Stochastic Approach”","authors":"A. Poppick","doi":"10.1007/s13253-023-00537-2","DOIUrl":"https://doi.org/10.1007/s13253-023-00537-2","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75729391","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Saving Storage in Climate Ensembles: A Model-Based Stochastic Approach 气候集合中的储存节约:基于模型的随机方法
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-05-11 DOI: 10.1007/s13253-022-00518-x
Huang Huang, S. Castruccio, A. Baker, M. Genton
{"title":"Saving Storage in Climate Ensembles: A Model-Based Stochastic Approach","authors":"Huang Huang, S. Castruccio, A. Baker, M. Genton","doi":"10.1007/s13253-022-00518-x","DOIUrl":"https://doi.org/10.1007/s13253-022-00518-x","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76348802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Discussion of “Saving Storage in Climate Ensembles: A Model-Based Stochastic Approach” 关于“气候集合中储存的节约:基于模型的随机方法”的讨论
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-05-11 DOI: 10.1007/s13253-023-00539-0
A. Datta
{"title":"Discussion of “Saving Storage in Climate Ensembles: A Model-Based Stochastic Approach”","authors":"A. Datta","doi":"10.1007/s13253-023-00539-0","DOIUrl":"https://doi.org/10.1007/s13253-023-00539-0","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83320302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Discussion of “Saving Storage in Climate Ensembles: A Model-Based Stochastic Approach” by Huang Huang, Stefano Castruccio, Allison H. Baker and Marc Genton 黄黄、Stefano Castruccio、Allison H. Baker和Marc Genton对“在气候集合中节约储存:基于模型的随机方法”的讨论
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-05-11 DOI: 10.1007/s13253-023-00541-6
S. Banerjee
{"title":"Discussion of “Saving Storage in Climate Ensembles: A Model-Based Stochastic Approach” by Huang Huang, Stefano Castruccio, Allison H. Baker and Marc Genton","authors":"S. Banerjee","doi":"10.1007/s13253-023-00541-6","DOIUrl":"https://doi.org/10.1007/s13253-023-00541-6","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78008773","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Response to: Saving Storage in Climate Ensembles 响应:在气候集合中节约储存
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-05-11 DOI: 10.1007/s13253-023-00538-1
Wesley S. Burr
{"title":"Response to: Saving Storage in Climate Ensembles","authors":"Wesley S. Burr","doi":"10.1007/s13253-023-00538-1","DOIUrl":"https://doi.org/10.1007/s13253-023-00538-1","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84377528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rejoinder on ‘Saving Storage in Climate Ensembles: A Model-Based Stochastic Approach’ 对“在气候集合中节约储存:一种基于模型的随机方法”的反驳
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-05-11 DOI: 10.1007/s13253-023-00542-5
Huang Huang, S. Castruccio, A. Baker, M. Genton
{"title":"Rejoinder on ‘Saving Storage in Climate Ensembles: A Model-Based Stochastic Approach’","authors":"Huang Huang, S. Castruccio, A. Baker, M. Genton","doi":"10.1007/s13253-023-00542-5","DOIUrl":"https://doi.org/10.1007/s13253-023-00542-5","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91093058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Water Resource Surveillance for the Salton Sea in California By Adaptive Sequential Monitoring of Its Landsat Images 基于陆地卫星图像自适应序列监测的加州索尔顿海水资源监测
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-05-05 DOI: 10.1007/s13253-023-00545-2
Fan Yi, P. Qiu
{"title":"Water Resource Surveillance for the Salton Sea in California By Adaptive Sequential Monitoring of Its Landsat Images","authors":"Fan Yi, P. Qiu","doi":"10.1007/s13253-023-00545-2","DOIUrl":"https://doi.org/10.1007/s13253-023-00545-2","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77667758","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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