Matrix model of forest dynamics: An overview and outlook

The Matrix model uses transition matrices to predict future plant and animal population structures. Having been used to study the dynamics of forests all over the world, the Matrix model is thriving in forestry, with applications covering a wide array of areas. Despite its extensive application in forestry, the Matrix model is still suffering from a lack of due attention and appropriate understanding, especially on its advantages and limitations in comparison with those of other forest dynamics models. To facilitate further research and applications, a synthetic review of Matrix models is provided here with an emphasis on its mathematical properties and relationship with other forest dynamics models. In this article, we first introduce the general structure of Matrix models and its representation of forest dynamics components, i.e., upgrowth, mortality, and recruitment. Then, we summarize key properties of Matrix models, including basic assumptions, density dependence, size class width and time step, and the estimation of forest dynamics components will be summarized. Next, we evaluate advantages and limitations of the Matrix model and its relationship with other forest dynamics models. Finally, we share our perspective on the major challenges and future outlooks of Matrix models.

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Bibliographic Details
Main Authors: Liang, Jingjing, Picard, Nicolas
Format: article biblioteca
Language:eng
Subjects:U10 - Informatique, mathématiques et statistiques, K01 - Foresterie - Considérations générales, F62 - Physiologie végétale - Croissance et développement, peuplement forestier, forêt, modèle mathématique, croissance, mortalité, dynamique des populations, densité du peuplement, http://aims.fao.org/aos/agrovoc/c_28080, http://aims.fao.org/aos/agrovoc/c_3062, http://aims.fao.org/aos/agrovoc/c_24199, http://aims.fao.org/aos/agrovoc/c_3394, http://aims.fao.org/aos/agrovoc/c_4945, http://aims.fao.org/aos/agrovoc/c_6111, http://aims.fao.org/aos/agrovoc/c_35781,
Online Access:http://agritrop.cirad.fr/570121/
http://agritrop.cirad.fr/570121/1/document_570121.pdf
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spelling dig-cirad-fr-5701212024-01-28T21:35:00Z http://agritrop.cirad.fr/570121/ http://agritrop.cirad.fr/570121/ Matrix model of forest dynamics: An overview and outlook. Liang Jingjing, Picard Nicolas. 2013. Forest Science, 59 (3) : 359-378.https://doi.org/10.5849/forsci.11-123 <https://doi.org/10.5849/forsci.11-123> Matrix model of forest dynamics: An overview and outlook Liang, Jingjing Picard, Nicolas eng 2013 Forest Science U10 - Informatique, mathématiques et statistiques K01 - Foresterie - Considérations générales F62 - Physiologie végétale - Croissance et développement peuplement forestier forêt modèle mathématique croissance mortalité dynamique des populations densité du peuplement http://aims.fao.org/aos/agrovoc/c_28080 http://aims.fao.org/aos/agrovoc/c_3062 http://aims.fao.org/aos/agrovoc/c_24199 http://aims.fao.org/aos/agrovoc/c_3394 http://aims.fao.org/aos/agrovoc/c_4945 http://aims.fao.org/aos/agrovoc/c_6111 http://aims.fao.org/aos/agrovoc/c_35781 The Matrix model uses transition matrices to predict future plant and animal population structures. Having been used to study the dynamics of forests all over the world, the Matrix model is thriving in forestry, with applications covering a wide array of areas. Despite its extensive application in forestry, the Matrix model is still suffering from a lack of due attention and appropriate understanding, especially on its advantages and limitations in comparison with those of other forest dynamics models. To facilitate further research and applications, a synthetic review of Matrix models is provided here with an emphasis on its mathematical properties and relationship with other forest dynamics models. In this article, we first introduce the general structure of Matrix models and its representation of forest dynamics components, i.e., upgrowth, mortality, and recruitment. Then, we summarize key properties of Matrix models, including basic assumptions, density dependence, size class width and time step, and the estimation of forest dynamics components will be summarized. Next, we evaluate advantages and limitations of the Matrix model and its relationship with other forest dynamics models. Finally, we share our perspective on the major challenges and future outlooks of Matrix models. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/570121/1/document_570121.pdf application/pdf Cirad license info:eu-repo/semantics/restrictedAccess https://agritrop.cirad.fr/mention_legale.html https://doi.org/10.5849/forsci.11-123 10.5849/forsci.11-123 info:eu-repo/semantics/altIdentifier/doi/10.5849/forsci.11-123 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.5849/forsci.11-123
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic U10 - Informatique, mathématiques et statistiques
K01 - Foresterie - Considérations générales
F62 - Physiologie végétale - Croissance et développement
peuplement forestier
forêt
modèle mathématique
croissance
mortalité
dynamique des populations
densité du peuplement
http://aims.fao.org/aos/agrovoc/c_28080
http://aims.fao.org/aos/agrovoc/c_3062
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_3394
http://aims.fao.org/aos/agrovoc/c_4945
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_35781
U10 - Informatique, mathématiques et statistiques
K01 - Foresterie - Considérations générales
F62 - Physiologie végétale - Croissance et développement
peuplement forestier
forêt
modèle mathématique
croissance
mortalité
dynamique des populations
densité du peuplement
http://aims.fao.org/aos/agrovoc/c_28080
http://aims.fao.org/aos/agrovoc/c_3062
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_3394
http://aims.fao.org/aos/agrovoc/c_4945
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_35781
spellingShingle U10 - Informatique, mathématiques et statistiques
K01 - Foresterie - Considérations générales
F62 - Physiologie végétale - Croissance et développement
peuplement forestier
forêt
modèle mathématique
croissance
mortalité
dynamique des populations
densité du peuplement
http://aims.fao.org/aos/agrovoc/c_28080
http://aims.fao.org/aos/agrovoc/c_3062
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_3394
http://aims.fao.org/aos/agrovoc/c_4945
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_35781
U10 - Informatique, mathématiques et statistiques
K01 - Foresterie - Considérations générales
F62 - Physiologie végétale - Croissance et développement
peuplement forestier
forêt
modèle mathématique
croissance
mortalité
dynamique des populations
densité du peuplement
http://aims.fao.org/aos/agrovoc/c_28080
http://aims.fao.org/aos/agrovoc/c_3062
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_3394
http://aims.fao.org/aos/agrovoc/c_4945
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_35781
Liang, Jingjing
Picard, Nicolas
Matrix model of forest dynamics: An overview and outlook
description The Matrix model uses transition matrices to predict future plant and animal population structures. Having been used to study the dynamics of forests all over the world, the Matrix model is thriving in forestry, with applications covering a wide array of areas. Despite its extensive application in forestry, the Matrix model is still suffering from a lack of due attention and appropriate understanding, especially on its advantages and limitations in comparison with those of other forest dynamics models. To facilitate further research and applications, a synthetic review of Matrix models is provided here with an emphasis on its mathematical properties and relationship with other forest dynamics models. In this article, we first introduce the general structure of Matrix models and its representation of forest dynamics components, i.e., upgrowth, mortality, and recruitment. Then, we summarize key properties of Matrix models, including basic assumptions, density dependence, size class width and time step, and the estimation of forest dynamics components will be summarized. Next, we evaluate advantages and limitations of the Matrix model and its relationship with other forest dynamics models. Finally, we share our perspective on the major challenges and future outlooks of Matrix models.
format article
topic_facet U10 - Informatique, mathématiques et statistiques
K01 - Foresterie - Considérations générales
F62 - Physiologie végétale - Croissance et développement
peuplement forestier
forêt
modèle mathématique
croissance
mortalité
dynamique des populations
densité du peuplement
http://aims.fao.org/aos/agrovoc/c_28080
http://aims.fao.org/aos/agrovoc/c_3062
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_3394
http://aims.fao.org/aos/agrovoc/c_4945
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_35781
author Liang, Jingjing
Picard, Nicolas
author_facet Liang, Jingjing
Picard, Nicolas
author_sort Liang, Jingjing
title Matrix model of forest dynamics: An overview and outlook
title_short Matrix model of forest dynamics: An overview and outlook
title_full Matrix model of forest dynamics: An overview and outlook
title_fullStr Matrix model of forest dynamics: An overview and outlook
title_full_unstemmed Matrix model of forest dynamics: An overview and outlook
title_sort matrix model of forest dynamics: an overview and outlook
url http://agritrop.cirad.fr/570121/
http://agritrop.cirad.fr/570121/1/document_570121.pdf
work_keys_str_mv AT liangjingjing matrixmodelofforestdynamicsanoverviewandoutlook
AT picardnicolas matrixmodelofforestdynamicsanoverviewandoutlook
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