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-> 237834 bytes img/Organigramme_MIA-Paris-Saclay.svg | 1 + presentation_UMR.tex | 66 + rapport.pdf | Bin 345141 -> 778531 bytes rapport.tex | 122 +- references.bib | 223 +- 56 files changed, 1143 insertions(+), 1515 deletions(-) create mode 100644 Rcodes/real_data/application_dore_data.Rmd create mode 100644 Rcodes/real_data/application_dore_data.tex create mode 100644 Rcodes/simulation/inference_analyze.Rmd create mode 100644 figure/Annual_timespan_plot-1.png create mode 100644 figure/iid_meso_plot-1.png create mode 100644 figure/iid_meso_plot-2.png create mode 100644 figure/iid_meso_plot-3.png create mode 100644 figure/iid_meso_plot-4.png create mode 100644 figure/iid_meso_plot-5.png create mode 100644 figure/iid_plot_taxonomy_plants-1.png create mode 100644 figure/iid_plot_taxonomy_plants-2.png create mode 100644 figure/iid_plot_taxonomy_pollinators-1.png create mode 100644 figure/iid_plot_taxonomy_pollinators-2.png create mode 100644 figure/pi_meso_plot-1.png create mode 100644 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100644 figure/pirho_plot_taxonomy_plants-1.png create mode 100644 figure/pirho_plot_taxonomy_plants-2.png create mode 100644 figure/pirho_plot_taxonomy_pollinators-1.png create mode 100644 figure/pirho_plot_taxonomy_pollinators-2.png create mode 100644 figure/rho_meso_plot-1.png create mode 100644 figure/rho_plot_taxonomy_plants-1.png create mode 100644 figure/rho_plot_taxonomy_plants-2.png create mode 100644 figure/rho_plot_taxonomy_pollinators-1.png create mode 100644 figure/rho_plot_taxonomy_pollinators-2.png create mode 100644 img/Organigramme_MIA-Paris-Saclay.png create mode 100644 img/Organigramme_MIA-Paris-Saclay.svg create mode 100644 presentation_UMR.tex diff --git a/Rcodes/real_data/CoOPLBM_completion_analyze.Rmd b/Rcodes/real_data/CoOPLBM_completion_analyze.Rmd index d8d05e6..ba553cc 100644 --- a/Rcodes/real_data/CoOPLBM_completion_analyze.Rmd +++ b/Rcodes/real_data/CoOPLBM_completion_analyze.Rmd @@ -1,17 +1,11 @@ --- -title: "Netclustering analysis with the CoOPLBM completion" -bibliography: references.bib -suppress-bibliography: true -output: - html_document: - toc: true - theme: journal - pdf_document: - keep_tex: true +output: + md_document: + citation_package: biblatex --- ```{r libraries, echo = FALSE, include=FALSE} -devtools::load_all() +require("colSBM") require(aricode) ``` @@ -77,10 +71,10 @@ extract_full_reorder <- function(model_collections_list, target) { ```{r data_importation, echo = FALSE} # Uncompleted uncompleted_model_list <- list( - "iid" = extract_unlist("real_data/data/dore_uncompleted_collection_clustering_nb_run_1_iid_70_networks_08-06-23-16:31:17.Rds"), - "pi" = extract_unlist("real_data/data/dore_uncompleted_collection_clustering_nb_run_1_pi_70_networks_08-06-23-16:52:16.Rds"), - "rho" = extract_unlist("real_data/data/dore_uncompleted_collection_clustering_nb_run_1_rho_70_networks_08-06-23-16:49:58.Rds"), - "pirho" = extract_unlist("real_data/data/dore_uncompleted_collection_clustering_nb_run_1_pirho_70_networks_08-06-23-16:41:33.Rds") + "iid" = extract_unlist("data/dore_uncompleted_collection_clustering_nb_run_1_iid_70_networks_08-06-23-16:31:17.Rds"), + "pi" = extract_unlist("data/dore_uncompleted_collection_clustering_nb_run_1_pi_70_networks_08-06-23-16:52:16.Rds"), + "rho" = extract_unlist("data/dore_uncompleted_collection_clustering_nb_run_1_rho_70_networks_08-06-23-16:49:58.Rds"), + "pirho" = extract_unlist("data/dore_uncompleted_collection_clustering_nb_run_1_pirho_70_networks_08-06-23-16:41:33.Rds") ) # Below we will need to have the netid in the same order so we choose to use the @@ -92,38 +86,38 @@ uncompleted_clusterings <- extract_full_reorder(uncompleted_model_list, netid_or # 0.2 threshold point_2_model_list <- list( - "iid" = extract_unlist("real_data/data/dore_point_2_completed_collection_clustering_nb_run_1_iid_70_networks_07-06-23-18:40:10.Rds"), - "pi" = extract_unlist("real_data/data/dore_point_2_completed_collection_clustering_nb_run_1_pi_70_networks_07-06-23-19:22:19.Rds"), - "rho" = extract_unlist("real_data/data/dore_point_2_completed_collection_clustering_nb_run_1_rho_70_networks_07-06-23-20:03:53.Rds"), - "pirho" = extract_unlist("real_data/data/dore_point_2_completed_collection_clustering_nb_run_1_pirho_70_networks_07-06-23-21:09:12.Rds") + "iid" = extract_unlist("data/dore_point_2_completed_collection_clustering_nb_run_1_iid_70_networks_07-06-23-18:40:10.Rds"), + "pi" = extract_unlist("data/dore_point_2_completed_collection_clustering_nb_run_1_pi_70_networks_07-06-23-19:22:19.Rds"), + "rho" = extract_unlist("data/dore_point_2_completed_collection_clustering_nb_run_1_rho_70_networks_07-06-23-20:03:53.Rds"), + "pirho" = extract_unlist("data/dore_point_2_completed_collection_clustering_nb_run_1_pirho_70_networks_07-06-23-21:09:12.Rds") ) point_2_clusterings <- extract_full_reorder(point_2_model_list, netid_order) # 0.5 threshold point_5_model_list <- list( - "iid" = extract_unlist("real_data/data/dore_point_5_completed_collection_clustering_nb_run_1_iid_70_networks_07-06-23-19:19:53.Rds"), - "pi" = extract_unlist("real_data/data/dore_point_5_completed_collection_clustering_nb_run_1_pi_70_networks_07-06-23-21:31:20.Rds"), - "rho" = extract_unlist("real_data/data/dore_point_5_completed_collection_clustering_nb_run_1_rho_70_networks_07-06-23-21:03:50.Rds"), - "pirho" = extract_unlist("real_data/data/dore_point_5_completed_collection_clustering_nb_run_1_pirho_70_networks_07-06-23-21:13:10.Rds") + "iid" = extract_unlist("data/dore_point_5_completed_collection_clustering_nb_run_1_iid_70_networks_07-06-23-19:19:53.Rds"), + "pi" = extract_unlist("data/dore_point_5_completed_collection_clustering_nb_run_1_pi_70_networks_07-06-23-21:31:20.Rds"), + "rho" = extract_unlist("data/dore_point_5_completed_collection_clustering_nb_run_1_rho_70_networks_07-06-23-21:03:50.Rds"), + "pirho" = extract_unlist("data/dore_point_5_completed_collection_clustering_nb_run_1_pirho_70_networks_07-06-23-21:13:10.Rds") ) point_5_clusterings <- extract_full_reorder(point_5_model_list, netid_order) # Uniform re-sampled random_model_list <- list( - "iid" = extract_unlist("real_data/data/dore_random_completed_collection_clustering_nb_run_1_iid_70_networks_07-06-23-21:44:14.Rds"), - "pi" = extract_unlist("real_data/data/dore_random_completed_collection_clustering_nb_run_1_pi_70_networks_07-06-23-22:52:47.Rds"), - "rho" = extract_unlist("real_data/data/dore_random_completed_collection_clustering_nb_run_1_rho_70_networks_08-06-23-18:16:04.Rds"), - "pirho" = extract_unlist("real_data/data/dore_random_completed_collection_clustering_nb_run_1_pirho_70_networks_07-06-23-23:07:08.Rds") + "iid" = extract_unlist("data/dore_random_completed_collection_clustering_nb_run_1_iid_70_networks_07-06-23-21:44:14.Rds"), + "pi" = extract_unlist("data/dore_random_completed_collection_clustering_nb_run_1_pi_70_networks_07-06-23-22:52:47.Rds"), + "rho" = extract_unlist("data/dore_random_completed_collection_clustering_nb_run_1_rho_70_networks_08-06-23-18:16:04.Rds"), + "pirho" = extract_unlist("data/dore_random_completed_collection_clustering_nb_run_1_pirho_70_networks_07-06-23-23:07:08.Rds") ) random_clusterings <- extract_full_reorder(random_model_list, netid_order) ``` -# Context of this analysis +### Context of this analysis After performing a netclustering on the raw data, we will see if the detect structure resulting in the clustering comes from the sampling effort. To test this we will use the CoOPLBM model by -@anakokDisentanglingStructureEcological2022 to complete the data. +\cite{anakokDisentanglingStructureEcological2022} to complete the data. The CoOPLBM model assumes that the observed incidence matrix $R$ is an element-wise product of an $M$ matrix following an LBM and an $N$ matrix which @@ -141,7 +135,7 @@ Note that if $R_{ij} = 1$ then $\widehat{M_{ij}} = 1$ This *completed matrix* can be used in different manners to be fed to the colSBM model. -# Threshold based completions +### Threshold based completions With the thresholds, the infered incidence matrix obtained by CoOPLBM is used to generate a completed incidence matrix by the following procedure : @@ -150,7 +144,7 @@ $$X_{ij} = \begin{cases} 0 & \text{else} \\ \end{cases}$$ -## 0.5 completed threshold +#### 0.5 completed threshold ```{r useful-functions, echo = FALSE, include=FALSE} ARI_netclustering_models <- function( clustering_compare, @@ -183,11 +177,11 @@ knitr::kable(ARI_netclustering_models(point_5_clusterings), In the above table, one can see the network clustering obtained after applying CoOPLBM has not much in common with the clustering of the uncompleted data. -### Number of sub-collections and details of each sub-collection +##### Number of sub-collections and details of each sub-collection ```{r 0.5_partition_numbers, echo = FALSE} ``` -## 0.2 completed threshold +### 0.2 completed threshold The $0.2$ threshold adds a lot of interactions compared to raw matrix. @@ -197,7 +191,10 @@ knitr::kable(ARI_netclustering_models(point_2_clusterings), ) ``` -# Sample based completions +Same as for $0.5$, after applying CoOPLBM the obtained clustering doesn't match +the uncompleted data. + +### Sample based completions The $M$ matrix is used to sample a new $X$ matrix which elements are the realisation of Bernoulli distributions of probability $M_{i,j}$. diff --git a/Rcodes/real_data/CoOPLBM_completion_analyze.tex b/Rcodes/real_data/CoOPLBM_completion_analyze.tex index c5acce3..2f9616f 100644 --- a/Rcodes/real_data/CoOPLBM_completion_analyze.tex +++ b/Rcodes/real_data/CoOPLBM_completion_analyze.tex @@ -1,90 +1,22 @@ -% Options for packages loaded elsewhere -\PassOptionsToPackage{unicode}{hyperref} -\PassOptionsToPackage{hyphens}{url} -% -\documentclass[ -]{article} -\usepackage{lmodern} -\usepackage{amssymb,amsmath} -\usepackage{ifxetex,ifluatex} -\ifnum 0\ifxetex 1\fi\ifluatex 1\fi=0 % if pdftex - \usepackage[T1]{fontenc} - \usepackage[utf8]{inputenc} - \usepackage{textcomp} % provide euro and other symbols -\else % if luatex or xetex - \usepackage{unicode-math} - \defaultfontfeatures{Scale=MatchLowercase} - \defaultfontfeatures[\rmfamily]{Ligatures=TeX,Scale=1} -\fi -% Use upquote if available, for straight quotes in verbatim environments -\IfFileExists{upquote.sty}{\usepackage{upquote}}{} -\IfFileExists{microtype.sty}{% use microtype if available - \usepackage[]{microtype} - \UseMicrotypeSet[protrusion]{basicmath} % disable protrusion for tt fonts -}{} -\makeatletter -\@ifundefined{KOMAClassName}{% if non-KOMA class - \IfFileExists{parskip.sty}{% - \usepackage{parskip} - }{% else - \setlength{\parindent}{0pt} - \setlength{\parskip}{6pt plus 2pt minus 1pt}} -}{% if KOMA class - \KOMAoptions{parskip=half}} -\makeatother -\usepackage{xcolor} -\IfFileExists{xurl.sty}{\usepackage{xurl}}{} % add URL line breaks if available -\IfFileExists{bookmark.sty}{\usepackage{bookmark}}{\usepackage{hyperref}} -\hypersetup{ - pdftitle={Netclustering analysis with the CoOPLBM completion}, - hidelinks, - pdfcreator={LaTeX via pandoc}} -\urlstyle{same} % disable monospaced font for URLs -\usepackage[margin=1in]{geometry} -\usepackage{graphicx} -\makeatletter -\def\maxwidth{\ifdim\Gin@nat@width>\linewidth\linewidth\else\Gin@nat@width\fi} -\def\maxheight{\ifdim\Gin@nat@height>\textheight\textheight\else\Gin@nat@height\fi} -\makeatother -% Scale images if necessary, so that they will not overflow the page -% margins by default, and it is still possible to overwrite the defaults -% using explicit options in \includegraphics[width, height, ...]{} -\setkeys{Gin}{width=\maxwidth,height=\maxheight,keepaspectratio} -% Set default figure placement to htbp -\makeatletter -\def\fps@figure{htbp} -\makeatother -\setlength{\emergencystretch}{3em} % prevent overfull lines -\providecommand{\tightlist}{% - \setlength{\itemsep}{0pt}\setlength{\parskip}{0pt}} -\setcounter{secnumdepth}{-\maxdimen} % remove section numbering -\newlength{\cslhangindent} -\setlength{\cslhangindent}{1.5em} -\newenvironment{cslreferences}% - {\setlength{\parindent}{0pt}% - \everypar{\setlength{\hangindent}{\cslhangindent}}\ignorespaces}% - {\par} - -\title{Netclustering analysis with the CoOPLBM completion} -\author{} -\date{\vspace{-2.5em}} - -\begin{document} -\maketitle - \hypertarget{context-of-this-analysis}{% -\section{Context of this analysis}\label{context-of-this-analysis}} +\subsubsection{Context of this +analysis}\label{context-of-this-analysis}} After performing a netclustering on the raw data, we will see if the detect structure resulting in the clustering comes from the sampling -effort. To test this we will use the CoOPLBM model by Anakok et al. -(2022) to complete the data. +effort. To test this we will use the CoOPLBM model by +\cite{anakokDisentanglingStructureEcological2022} to complete the data. The CoOPLBM model assumes that the observed incidence matrix \(R\) is an element-wise product of an \(M\) matrix following an LBM and an \(N\) matrix which elements follow Poisson distributions independent on \(M\). -The model gives us the \(\hat{M}\) matrix, which elements are: +The model gives us the \(\widehat{M}\) matrix, the elements of which +are: + +\[\widehat{M_{ij}} = \mathbb{P}(M_{ij} = 1)\] + +Note that if \(R_{ij} = 1\) then \(\widehat{M_{ij}} = 1\) \begin{itemize} \tightlist @@ -99,7 +31,7 @@ This \emph{completed matrix} can be used in different manners to be fed to the colSBM model. \hypertarget{threshold-based-completions}{% -\section{Threshold based +\subsubsection{Threshold based completions}\label{threshold-based-completions}} With the thresholds, the infered incidence matrix obtained by CoOPLBM is @@ -110,32 +42,69 @@ used to generate a completed incidence matrix by the following procedure \end{cases}\] \hypertarget{completed-threshold}{% -\subsection{0.5 completed threshold}\label{completed-threshold}} +\paragraph{0.5 completed threshold}\label{completed-threshold}} Here, the completion threshold is set to \(0.5\). -\hypertarget{ari-of-networks-clustering-0.5-threshold-vs-raw-data}{% -\subsubsection{ARI of networks clustering: 0.5 threshold vs raw -data}\label{ari-of-networks-clustering-0.5-threshold-vs-raw-data}} +First we will compute an ARI on the collection id given by the raw data +and the completed matrix. + +\begin{longtable}[]{@{}lr@{}} +\toprule +& ARI with uncompleted data\tabularnewline +\midrule +\endhead +iid & 0.1142823\tabularnewline +pi & 0.0263660\tabularnewline +rho & 0.0933340\tabularnewline +pirho & 0.2158747\tabularnewline +\bottomrule +\end{longtable} + +In the above table, one can see the network clustering obtained after +applying CoOPLBM has not much in common with the clustering of the +uncompleted data. + +\hypertarget{number-of-sub-collections-and-details-of-each-sub-collection}{% +\subparagraph{Number of sub-collections and details of each +sub-collection}\label{number-of-sub-collections-and-details-of-each-sub-collection}} + +\hypertarget{completed-threshold-1}{% +\subsubsection{0.2 completed threshold}\label{completed-threshold-1}} + +The \(0.2\) threshold adds a lot of interactions compared to raw matrix. + +\begin{longtable}[]{@{}lr@{}} +\toprule +& ARI with uncompleted data\tabularnewline +\midrule +\endhead +iid & 0.0429465\tabularnewline +pi & 0.0330057\tabularnewline +rho & 0.0187305\tabularnewline +pirho & 0.0357728\tabularnewline +\bottomrule +\end{longtable} + +Same as for \(0.5\), after applying CoOPLBM the obtained clustering +doesn't match the uncompleted data. \hypertarget{sample-based-completions}{% -\section{Sample based completions}\label{sample-based-completions}} +\subsubsection{Sample based +completions}\label{sample-based-completions}} The \(M\) matrix is used to sample a new \(X\) matrix which elements are the realisation of Bernoulli distributions of probability \(M_{i,j}\). \[\mathbb{P}(X_{i,j} = 1) = M_{i,j} \] -\hypertarget{references}{% -\section*{References}\label{references}} -\addcontentsline{toc}{section}{References} - -\hypertarget{refs}{} -\begin{cslreferences} -\leavevmode\hypertarget{ref-anakokDisentanglingStructureEcological2022}{}% -Anakok, Emre, Pierre Barbillon, Colin Fontaine, and Elisa Thebault. -2022. ``Disentangling the Structure of Ecological Bipartite Networks -from Observation Processes.'' arXiv. -\url{http://arxiv.org/abs/2211.16364}. -\end{cslreferences} - -\end{document} +\begin{longtable}[]{@{}lr@{}} +\toprule +& ARI with uncompleted data\tabularnewline +\midrule +\endhead +iid & 0.0148172\tabularnewline +pi & 0.0265793\tabularnewline +rho & 0.0051536\tabularnewline +pirho & 0.0152299\tabularnewline +\bottomrule +\end{longtable} diff --git a/Rcodes/real_data/application_dore_data.Rmd b/Rcodes/real_data/application_dore_data.Rmd new file mode 100644 index 0000000..4651b8b --- /dev/null +++ b/Rcodes/real_data/application_dore_data.Rmd @@ -0,0 +1,2 @@ +# Application to \cite{doreRelativeEffectsAnthropogenic2021} data +\label{sec:application-to-dorerelativeeffectsanthropogenic2021-data} \ No newline at end of file diff --git a/Rcodes/real_data/application_dore_data.tex b/Rcodes/real_data/application_dore_data.tex new file mode 100644 index 0000000..95dbc95 --- /dev/null +++ b/Rcodes/real_data/application_dore_data.tex @@ -0,0 +1,6 @@ +\hypertarget{application-to-data}{% +\section{\texorpdfstring{Application to +\cite{doreRelativeEffectsAnthropogenic2021} +data}{Application to data}}\label{application-to-data}} + +\label{sec:application-to-dorerelativeeffectsanthropogenic2021-data} diff --git a/Rcodes/real_data/presentation_dore.Rmd b/Rcodes/real_data/presentation_dore.Rmd index d265e9c..7647c25 100644 --- a/Rcodes/real_data/presentation_dore.Rmd +++ b/Rcodes/real_data/presentation_dore.Rmd @@ -18,8 +18,8 @@ options(knitr.table.format = function() { ```{r require_lib, echo = FALSE, include=FALSE, warning=FALSE} require("tidyverse") require("knitr") -devtools::load_all("R/") -source("real_data/temporary_plot.R") +require("colSBM") +source("temporary_plot.R") ``` ```{r pretty_matrix_print, echo = FALSE, warning=FALSE} @@ -98,7 +98,7 @@ alpha_print <- function(unlisted_partition) { ``` ```{r taxonomy_functions, echo = FALSE, warning=FALSE} -interaction_data <- read.table(file = "real_data/data/interaction-data.txt", sep = "\t", header = TRUE) +interaction_data <- read.table(file = "data/interaction-data.txt", sep = "\t", header = TRUE) insect_orders <- unique(interaction_data$insectorder) plant_family <- unique(interaction_data$plantorder) @@ -243,13 +243,13 @@ taxonomy_plot <- function(data, insects_or_plants, model, stack_or_fill) { ```{r load data, echo = FALSE, include = FALSE, warning=FALSE} # All results -iid_unlist <- extract_unlist_reorder("real_data/data/dore_collection_clustering_nb_run1_iid_123networks_24-05-23-21:40:42.Rds") +iid_unlist <- extract_unlist_reorder("data/dore_collection_clustering_nb_run1_iid_123networks_24-05-23-21:40:42.Rds") -rho_unlist <- extract_unlist_reorder("real_data/data/dore_collection_clustering_nb_run1_rho_123networks_25-05-23-13:58:30.Rds") +rho_unlist <- extract_unlist_reorder("data/dore_collection_clustering_nb_run1_rho_123networks_25-05-23-13:58:30.Rds") -pi_unlist <- extract_unlist_reorder("real_data/data/dore_collection_clustering_nb_run1_pi_123networks_25-05-23-17:31:25.Rds") +pi_unlist <- extract_unlist_reorder("data/dore_collection_clustering_nb_run1_pi_123networks_25-05-23-17:31:25.Rds") -pirho_unlist <- extract_unlist_reorder("real_data/data/dore_collection_clustering_nb_run1_pirho_123networks_26-05-23-19:22:55.Rds") +pirho_unlist <- extract_unlist_reorder("data/dore_collection_clustering_nb_run1_pirho_123networks_26-05-23-19:22:55.Rds") ``` ## Clustering avec le modèle iid @@ -267,11 +267,11 @@ alpha_print(iid_unlist) ``` ### Comparaison avec des infos supplémentaires ```{r supinfo, echo = FALSE} -supinfo <- readxl::read_xlsx("real_data/data/supinfo.xlsx", sheet = 2) -interaction_data <- read.table(file = "real_data/data/interaction-data.txt", sep = "\t", header = TRUE) +supinfo <- readxl::read_xlsx("data/supinfo.xlsx", sheet = 2) +interaction_data <- read.table(file = "data/interaction-data.txt", sep = "\t", header = TRUE) seq_ids_network_aggreg <- unique(interaction_data$id_network_aggreg) -incidence_matrices <- readRDS(file = "real_data/data/dore-matrices.Rds") +incidence_matrices <- readRDS(file = "data/dore-matrices.Rds") names_aggreg_networks <- names(incidence_matrices) vectorClusteringNet <- numeric(nrow(supinfo)) for (k in 1:length(iid_unlist)) { diff --git a/Rcodes/real_data/presentation_dore.tex b/Rcodes/real_data/presentation_dore.tex index 0abb039..2637ebd 100644 --- a/Rcodes/real_data/presentation_dore.tex +++ b/Rcodes/real_data/presentation_dore.tex @@ -1,71 +1,3 @@ -% Options for packages loaded elsewhere -\PassOptionsToPackage{unicode}{hyperref} -\PassOptionsToPackage{hyphens}{url} -% -\documentclass[ -]{article} -\usepackage{lmodern} -\usepackage{amssymb,amsmath} -\usepackage{ifxetex,ifluatex} -\ifnum 0\ifxetex 1\fi\ifluatex 1\fi=0 % if pdftex - \usepackage[T1]{fontenc} - \usepackage[utf8]{inputenc} - \usepackage{textcomp} % provide euro and other symbols -\else % if luatex or xetex - \usepackage{unicode-math} - \defaultfontfeatures{Scale=MatchLowercase} - \defaultfontfeatures[\rmfamily]{Ligatures=TeX,Scale=1} -\fi -% Use upquote if available, for straight quotes in verbatim environments -\IfFileExists{upquote.sty}{\usepackage{upquote}}{} -\IfFileExists{microtype.sty}{% use microtype if available - \usepackage[]{microtype} - \UseMicrotypeSet[protrusion]{basicmath} % disable protrusion for tt fonts -}{} -\makeatletter -\@ifundefined{KOMAClassName}{% if non-KOMA class - \IfFileExists{parskip.sty}{% - \usepackage{parskip} - }{% else - \setlength{\parindent}{0pt} - \setlength{\parskip}{6pt plus 2pt minus 1pt}} -}{% if KOMA class - \KOMAoptions{parskip=half}} -\makeatother -\usepackage{xcolor} -\IfFileExists{xurl.sty}{\usepackage{xurl}}{} % add URL line breaks if available -\IfFileExists{bookmark.sty}{\usepackage{bookmark}}{\usepackage{hyperref}} -\hypersetup{ - pdftitle={Présentation de l'application de colSBM sur Doré et al.~2020}, - hidelinks, - pdfcreator={LaTeX via pandoc}} -\urlstyle{same} % disable monospaced font for URLs -\usepackage[margin=1in]{geometry} -\usepackage{graphicx} -\makeatletter -\def\maxwidth{\ifdim\Gin@nat@width>\linewidth\linewidth\else\Gin@nat@width\fi} -\def\maxheight{\ifdim\Gin@nat@height>\textheight\textheight\else\Gin@nat@height\fi} -\makeatother -% Scale images if necessary, so that they will not overflow the page -% margins by default, and it is still possible to overwrite the defaults -% using explicit options in \includegraphics[width, height, ...]{} -\setkeys{Gin}{width=\maxwidth,height=\maxheight,keepaspectratio} -% Set default figure placement to htbp -\makeatletter -\def\fps@figure{htbp} -\makeatother -\setlength{\emergencystretch}{3em} % prevent overfull lines -\providecommand{\tightlist}{% - \setlength{\itemsep}{0pt}\setlength{\parskip}{0pt}} -\setcounter{secnumdepth}{-\maxdimen} % remove section numbering - -\title{Présentation de l'application de colSBM sur Doré et al.~2020} -\author{} -\date{\vspace{-2.5em}} - -\begin{document} -\maketitle - \hypertarget{clustering-avec-le-moduxe8le-iid}{% \subsection{Clustering avec le modèle iid}\label{clustering-avec-le-moduxe8le-iid}} @@ -77,317 +9,205 @@ Pour la collection 1 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/iid_meso_plot-1.pdf} +\includegraphics{figure/iid_meso_plot-1.png} \caption{Collection 1 - iid} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -arroyo1982\_1+arroyo1982\_2+arroyo3\\ -\hline -eberling1999\\ -\hline -kato1990\\ -\hline -petanidou1991\\ -\hline -Junker2013\\ -\hline -bartomeus2008\\ -\hline -Benadi2013\_1(950m)+Benadi2013\_2(1170m)+Benadi2013\_6(2020m)\\ -\hline -Benadi2013\_4(1700m)+Benadi2013\_5(1800m)\\ -\hline -Struck1994\\ -\hline -Kato2000\\ -\hline -Albrecht2010\_49yr+Albrecht2010\_63yr+Albrecht2010\_84yr+Albrecht2010\_109yr+Albrecht2010\_130yr\\ -\hline -Baldock2011\_TB+Baldock2011\_JN\\ -\hline -Dattilo2016\\ -\hline -Devoto2005\_PP+Devoto2005\_AP\\ -\hline -Devoto2005\_VT\\ -\hline -Devoto2005\_LL+Devoto2005\_CT\\ -\hline -Freitas2006\\ -\hline -Gibson2006\_TA2\\ -\hline -Jedrzejewska2013\_Ochata+Jedrzejewska2013\_Kabaty\\ -\hline -MonteroCastano2017\_Albufera+MonteroCastano2017\_Llimpa+MonteroCastano2017\_Tirant\\ -\hline -Kehinde2014\_Joostenberg\_Conv+Kehinde2014\_Joostenberg\_Org+Kehinde2014\_Joostenberg\_Nat+Kehinde2014\_Laibach\_Conv+Kehinde2014\_Laibach\_Org+Kehinde2014\_Laibach\_Nat+Kehinde2014\_Spier\_Conv+Kehinde2014\_Spier\_Nat\\ -\hline -Pinheiro2008\\ -\hline -Watts2016\_Chicon+Watts2016\_Mantanay+Watts2016\_Choquebamba+Watts2016\_Huaran+Watts2016\_Piscacucho+Watts2016\_Poques+Watts2016\_Pumamarca+Watts2016\_Tiaparo+Watts2016\_Yanacocha\\ -\hline -Kato1993\\ -\hline -KatoMiura1996\\ -\hline -Kakutani1990\\ -\hline -Inoue1990\\ -\hline -Fragoso\_RA2+Fragoso\_RA3+Fragoso\_RD1+Fragoso\_RD3\\ -\hline -Souza\_cerrado\\ -\hline -Souza\_chaco\\ -\hline -Souza\_pantanal\\ -\hline -Souza\_vereda\\ -\hline -Adedoja2019\\ -\hline -Oleques2019\\ -\hline -Baldock2019\_Bristol\\ -\hline -Baldock2019\_Edinburgh\\ -\hline -Baldock2019\_Leeds\\ -\hline -Baldock2019\_Reading\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +arroyo1982\_1+arroyo1982\_2+arroyo3\tabularnewline +eberling1999\tabularnewline +kato1990\tabularnewline +petanidou1991\tabularnewline +Junker2013\tabularnewline +bartomeus2008\tabularnewline +Benadi2013\_1(950m)+Benadi2013\_2(1170m)+Benadi2013\_6(2020m)\tabularnewline +Benadi2013\_4(1700m)+Benadi2013\_5(1800m)\tabularnewline +Struck1994\tabularnewline +Kato2000\tabularnewline +Albrecht2010\_49yr+Albrecht2010\_63yr+Albrecht2010\_84yr+Albrecht2010\_109yr+Albrecht2010\_130yr\tabularnewline +Baldock2011\_TB+Baldock2011\_JN\tabularnewline +Dattilo2016\tabularnewline +Devoto2005\_PP+Devoto2005\_AP\tabularnewline +Devoto2005\_VT\tabularnewline +Devoto2005\_LL+Devoto2005\_CT\tabularnewline +Freitas2006\tabularnewline +Gibson2006\_TA2\tabularnewline +Jedrzejewska2013\_Ochata+Jedrzejewska2013\_Kabaty\tabularnewline +MonteroCastano2017\_Albufera+MonteroCastano2017\_Llimpa+MonteroCastano2017\_Tirant\tabularnewline +Kehinde2014\_Joostenberg\_Conv+Kehinde2014\_Joostenberg\_Org+Kehinde2014\_Joostenberg\_Nat+Kehinde2014\_Laibach\_Conv+Kehinde2014\_Laibach\_Org+Kehinde2014\_Laibach\_Nat+Kehinde2014\_Spier\_Conv+Kehinde2014\_Spier\_Nat\tabularnewline +Pinheiro2008\tabularnewline +Watts2016\_Chicon+Watts2016\_Mantanay+Watts2016\_Choquebamba+Watts2016\_Huaran+Watts2016\_Piscacucho+Watts2016\_Poques+Watts2016\_Pumamarca+Watts2016\_Tiaparo+Watts2016\_Yanacocha\tabularnewline +Kato1993\tabularnewline +KatoMiura1996\tabularnewline +Kakutani1990\tabularnewline +Inoue1990\tabularnewline +Fragoso\_RA2+Fragoso\_RA3+Fragoso\_RD1+Fragoso\_RD3\tabularnewline +Souza\_cerrado\tabularnewline +Souza\_chaco\tabularnewline +Souza\_pantanal\tabularnewline +Souza\_vereda\tabularnewline +Adedoja2019\tabularnewline +Oleques2019\tabularnewline +Baldock2019\_Bristol\tabularnewline +Baldock2019\_Edinburgh\tabularnewline +Baldock2019\_Leeds\tabularnewline +Baldock2019\_Reading\tabularnewline +\bottomrule +\end{longtable} Pour la collection 2 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/iid_meso_plot-2.pdf} +\includegraphics{figure/iid_meso_plot-2.png} \caption{Collection 2 - iid} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -dupont2003\\ -\hline -herrera1988\\ -\hline -inouye1988\\ -\hline -medan2002ld\\ -\hline -medan2002rb\\ -\hline -ramirez1992\\ -\hline -ramirez1989\\ -\hline -Burkle2013\\ -\hline -Olito-Fox2014\\ -\hline -Benadi2013\_3(1340m)\\ -\hline -Aizen2008\_Challhuaco\_U+Aizen2008\_Challhuaco\_D\\ -\hline -Aizen2008\_Cerro Otto\_U+Aizen2008\_Cerro Otto\_D\\ -\hline -Aizen2008\_Llao-llao\_U+Aizen2008\_Llao-llao\_D\\ -\hline -Chamberlain\_cr1+Chamberlain\_cr2+Chamberlain\_fs1+Chamberlain\_fs2+Chamberlain\_go1+Chamberlain\_go2+Chamberlain\_mm1+Chamberlain\_mm2+Chamberlain\_mz1+Chamberlain\_mz2+Chamberlain\_sm1+Chamberlain\_sm2\\ -\hline -Chamberlain\_HLU+Chamberlain\_HLG+Chamberlain\_OKU+Chamberlain\_OKG+Chamberlain\_WLU+Chamberlain\_WLG+Chamberlain\_SOU+Chamberlain\_SOG\\ -\hline -Devoto2005\_LQ\\ -\hline -Devoto2005\_LT+Devoto2005\_LH\\ -\hline -LemusJimenez2003\\ -\hline -Lundgren2005\\ -\hline -Marrero2013\\ -\hline -Trojelsgaard2015\_La Gomera\\ -\hline -Trojelsgaard2015\_Gran Canaria\\ -\hline -Zackenberg\\ -\hline -Yoshihara2008\\ -\hline -Fragoso\_RA1+Fragoso\_RD2\\ -\hline -PopicThesis\\ -\hline -Pornon2017\\ -\hline -Orford\_B1+Orford\_B2+Orford\_B3+Orford\_B4+Orford\_B5+Orford\_B10\\ -\hline -Orford\_B6+Orford\_B7+Orford\_B8+Orford\_B9\\ -\hline -Blumel2016\\ -\hline -Kantsa2018\\ -\hline -Bennett2018\\ -\hline -Adedoja2018b\_baseZone+Adedoja2018b\_MidZone+Adedoja2018b\_HighZone+Adedoja2018b\_PeakZone\\ -\hline -CordenizPicanco2018\_NatVeg\\ -\hline -CordenizPicanco2018\_ExoFor\\ -\hline -Benadi2018\\ -\hline -Hackett2019\_NZ\_salt\_marsh+Hackett2019\_NZ\_sand\_dune+Hackett2019\_NZ\_scrub\_coprosma\\ -\hline -Jolls2019\\ -\hline -Traveset2013\_Fernandina\\ -\hline -Traveset2013\_Pinta\\ -\hline -Traveset2013\_Santiago\\ -\hline -Traveset2013\_SantaCruz\\ -\hline -Traveset2013\_SanCristobal\\ -\hline -Simanonok2014\\ -\hline -Son2019\_a1+Son2019\_a2+Son2019\_a3+Son2019\_a4+Son2019\_a5+Son2019\_a6+Son2019\_a7+Son2019\_a8+Son2019\_F1+Son2019\_F2+Son2019\_F3+Son2019\_F4+Son2019\_F5+Son2019\_F6+Son2019\_F7+Son2019\_F8\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +dupont2003\tabularnewline +herrera1988\tabularnewline +inouye1988\tabularnewline +medan2002ld\tabularnewline +medan2002rb\tabularnewline +ramirez1992\tabularnewline +ramirez1989\tabularnewline +Burkle2013\tabularnewline +Olito-Fox2014\tabularnewline +Benadi2013\_3(1340m)\tabularnewline +Aizen2008\_Challhuaco\_U+Aizen2008\_Challhuaco\_D\tabularnewline +Aizen2008\_Cerro Otto\_U+Aizen2008\_Cerro Otto\_D\tabularnewline +Aizen2008\_Llao-llao\_U+Aizen2008\_Llao-llao\_D\tabularnewline +Chamberlain\_cr1+Chamberlain\_cr2+Chamberlain\_fs1+Chamberlain\_fs2+Chamberlain\_go1+Chamberlain\_go2+Chamberlain\_mm1+Chamberlain\_mm2+Chamberlain\_mz1+Chamberlain\_mz2+Chamberlain\_sm1+Chamberlain\_sm2\tabularnewline +Chamberlain\_HLU+Chamberlain\_HLG+Chamberlain\_OKU+Chamberlain\_OKG+Chamberlain\_WLU+Chamberlain\_WLG+Chamberlain\_SOU+Chamberlain\_SOG\tabularnewline +Devoto2005\_LQ\tabularnewline +Devoto2005\_LT+Devoto2005\_LH\tabularnewline +LemusJimenez2003\tabularnewline +Lundgren2005\tabularnewline +Marrero2013\tabularnewline +Trojelsgaard2015\_La Gomera\tabularnewline +Trojelsgaard2015\_Gran Canaria\tabularnewline +Zackenberg\tabularnewline +Yoshihara2008\tabularnewline +Fragoso\_RA1+Fragoso\_RD2\tabularnewline +PopicThesis\tabularnewline +Pornon2017\tabularnewline +Orford\_B1+Orford\_B2+Orford\_B3+Orford\_B4+Orford\_B5+Orford\_B10\tabularnewline +Orford\_B6+Orford\_B7+Orford\_B8+Orford\_B9\tabularnewline +Blumel2016\tabularnewline +Kantsa2018\tabularnewline +Bennett2018\tabularnewline +Adedoja2018b\_baseZone+Adedoja2018b\_MidZone+Adedoja2018b\_HighZone+Adedoja2018b\_PeakZone\tabularnewline +CordenizPicanco2018\_NatVeg\tabularnewline +CordenizPicanco2018\_ExoFor\tabularnewline +Benadi2018\tabularnewline +Hackett2019\_NZ\_salt\_marsh+Hackett2019\_NZ\_sand\_dune+Hackett2019\_NZ\_scrub\_coprosma\tabularnewline +Jolls2019\tabularnewline +Traveset2013\_Fernandina\tabularnewline +Traveset2013\_Pinta\tabularnewline +Traveset2013\_Santiago\tabularnewline +Traveset2013\_SantaCruz\tabularnewline +Traveset2013\_SanCristobal\tabularnewline +Simanonok2014\tabularnewline +Son2019\_a1+Son2019\_a2+Son2019\_a3+Son2019\_a4+Son2019\_a5+Son2019\_a6+Son2019\_a7+Son2019\_a8+Son2019\_F1+Son2019\_F2+Son2019\_F3+Son2019\_F4+Son2019\_F5+Son2019\_F6+Son2019\_F7+Son2019\_F8\tabularnewline +\bottomrule +\end{longtable} Pour la collection 3 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/iid_meso_plot-3.pdf} +\includegraphics{figure/iid_meso_plot-3.png} \caption{Collection 3 - iid} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -small1976\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +small1976\tabularnewline +\bottomrule +\end{longtable} Pour la collection 4 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/iid_meso_plot-4.pdf} +\includegraphics{figure/iid_meso_plot-4.png} \caption{Collection 4 - iid} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -smith-ramirez2005\\ -\hline -Weiner2011\\ -\hline -Kaiser\_control+Kaiser\_restored\\ -\hline -Gilarranz2014\_amarante+Gilarranz2014\_barrosa+Gilarranz2014\_cincocerros+Gilarranz2014\_difuntito+Gilarranz2014\_difuntos+Gilarranz2014\_elmorro+Gilarranz2014\_labrava+Gilarranz2014\_lachata+Gilarranz2014\_lapaja+Gilarranz2014\_piedraalta+Gilarranz2014\_vigilancia+Gilarranz2014\_volcan\\ -\hline -Kaiser-Bunbury2017\_Bernica+Kaiser-Bunbury2017\_Casse-dent+Kaiser-Bunbury2017\_Copolia+Kaiser-Bunbury2017\_La-Reserve+Kaiser-Bunbury2017\_Rosebelle+Kaiser-Bunbury2017\_Salazie+Kaiser-Bunbury2017\_Tea-Plantation+Kaiser-Bunbury2017\_Trois-Freres\\ -\hline -Fang2012\\ -\hline -Aizen2008\_Puerto Blest\_U+Aizen2008\_Puerto Blest\_D\\ -\hline -Chamberlain\_Site1+Chamberlain\_Site2+Chamberlain\_Site3+Chamberlain\_Site4+Chamberlain\_Site5+Chamberlain\_Site6\\ -\hline -Dupont2009\_IsenBjerg+Dupont2009\_Other\\ -\hline -Gibson2006\_GA1\\ -\hline -Gibson2006\_TA1\\ -\hline -LaraRomero2016\_pe?alara\_EP+LaraRomero2016\_pe?alara\_PA+LaraRomero2016\_nevero\_EP+LaraRomero2016\_nevero\_PA\\ -\hline -Trojelsgaard2015\_Tenerife Teno Bajo+Trojelsgaard2015\_Tenerife Fasnia\\ -\hline -Vanbergen2013\_balfarm+Vanbergen2013\_bridgend+Vanbergen2013\_dalhaikie+Vanbergen2013\_netherton+Vanbergen2013\_backhill+Vanbergen2013\_corntulloch+Vanbergen2013\_allancreich\\ -\hline -Pfeiffer\_CNE+Pfeiffer\_CNM+Pfeiffer\_CNT+Pfeiffer\_CPB+Pfeiffer\_CPM+Pfeiffer\_CPR+Pfeiffer\_CPS+Pfeiffer\_M2+Pfeiffer\_RP1+Pfeiffer\_RP2+Pfeiffer\_LM+Pfeiffer\_LO+Pfeiffer\_BD+Pfeiffer\_BH+Pfeiffer\_BS\\ -\hline -Carstensen\_Gigante+Carstensen\_Paulino+Carstensen\_Tinkerbell+Carstensen\_Midway+Carstensen\_Cedro+Carstensen\_Elefante+Carstensen\_Soizig\\ -\hline -Welti\_ID+Welti\_K1B+Welti\_K4A+Welti\_4B+Welti\_20B+Welti\_20C+Welti\_N1A+Welti\_N1B+Welti\_N4A+Welti\_N4B+Welti\_N20A+Welti\_N20B\\ -\hline -Grass2013\_1+Grass2013\_2+Grass2013\_3+Grass2013\_4+Grass2013\_5+Grass2013\_6+Grass2013\_7+Grass2013\_8+Grass2013\_9+Grass2013\_10+Grass2013\_11+Grass2013\_12+Grass2013\_13+Grass2013\_14+Grass2013\_15+Grass2013\_16+Grass2013\_17\\ -\hline -Hackett2019\_UK\_sand\_dune+Hackett2019\_UK\_grassland+Hackett2019\_UK\_heathland+Hackett2019\_UK\_woodland+Hackett2019\_UK\_salt\_marsh+Hackett2019\_UK\_scrub\\ -\hline -Neli2014\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +smith-ramirez2005\tabularnewline +Weiner2011\tabularnewline +Kaiser\_control+Kaiser\_restored\tabularnewline +Gilarranz2014\_amarante+Gilarranz2014\_barrosa+Gilarranz2014\_cincocerros+Gilarranz2014\_difuntito+Gilarranz2014\_difuntos+Gilarranz2014\_elmorro+Gilarranz2014\_labrava+Gilarranz2014\_lachata+Gilarranz2014\_lapaja+Gilarranz2014\_piedraalta+Gilarranz2014\_vigilancia+Gilarranz2014\_volcan\tabularnewline +Kaiser-Bunbury2017\_Bernica+Kaiser-Bunbury2017\_Casse-dent+Kaiser-Bunbury2017\_Copolia+Kaiser-Bunbury2017\_La-Reserve+Kaiser-Bunbury2017\_Rosebelle+Kaiser-Bunbury2017\_Salazie+Kaiser-Bunbury2017\_Tea-Plantation+Kaiser-Bunbury2017\_Trois-Freres\tabularnewline +Fang2012\tabularnewline +Aizen2008\_Puerto Blest\_U+Aizen2008\_Puerto Blest\_D\tabularnewline +Chamberlain\_Site1+Chamberlain\_Site2+Chamberlain\_Site3+Chamberlain\_Site4+Chamberlain\_Site5+Chamberlain\_Site6\tabularnewline +Dupont2009\_IsenBjerg+Dupont2009\_Other\tabularnewline +Gibson2006\_GA1\tabularnewline +Gibson2006\_TA1\tabularnewline +LaraRomero2016\_pe?alara\_EP+LaraRomero2016\_pe?alara\_PA+LaraRomero2016\_nevero\_EP+LaraRomero2016\_nevero\_PA\tabularnewline +Trojelsgaard2015\_Tenerife Teno Bajo+Trojelsgaard2015\_Tenerife +Fasnia\tabularnewline +Vanbergen2013\_balfarm+Vanbergen2013\_bridgend+Vanbergen2013\_dalhaikie+Vanbergen2013\_netherton+Vanbergen2013\_backhill+Vanbergen2013\_corntulloch+Vanbergen2013\_allancreich\tabularnewline +Pfeiffer\_CNE+Pfeiffer\_CNM+Pfeiffer\_CNT+Pfeiffer\_CPB+Pfeiffer\_CPM+Pfeiffer\_CPR+Pfeiffer\_CPS+Pfeiffer\_M2+Pfeiffer\_RP1+Pfeiffer\_RP2+Pfeiffer\_LM+Pfeiffer\_LO+Pfeiffer\_BD+Pfeiffer\_BH+Pfeiffer\_BS\tabularnewline +Carstensen\_Gigante+Carstensen\_Paulino+Carstensen\_Tinkerbell+Carstensen\_Midway+Carstensen\_Cedro+Carstensen\_Elefante+Carstensen\_Soizig\tabularnewline +Welti\_ID+Welti\_K1B+Welti\_K4A+Welti\_4B+Welti\_20B+Welti\_20C+Welti\_N1A+Welti\_N1B+Welti\_N4A+Welti\_N4B+Welti\_N20A+Welti\_N20B\tabularnewline +Grass2013\_1+Grass2013\_2+Grass2013\_3+Grass2013\_4+Grass2013\_5+Grass2013\_6+Grass2013\_7+Grass2013\_8+Grass2013\_9+Grass2013\_10+Grass2013\_11+Grass2013\_12+Grass2013\_13+Grass2013\_14+Grass2013\_15+Grass2013\_16+Grass2013\_17\tabularnewline +Hackett2019\_UK\_sand\_dune+Hackett2019\_UK\_grassland+Hackett2019\_UK\_heathland+Hackett2019\_UK\_woodland+Hackett2019\_UK\_salt\_marsh+Hackett2019\_UK\_scrub\tabularnewline +Neli2014\tabularnewline +\bottomrule +\end{longtable} Pour la collection 5 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/iid_meso_plot-5.pdf} +\includegraphics{figure/iid_meso_plot-5.png} \caption{Collection 5 - iid} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -olensen2002aig\\ -\hline -olensen2002flo\\ -\hline -vazquez2002\\ -\hline -Shay2016\\ -\hline -Gibson2006\_GA2\\ -\hline -Gibson2006\_SG\\ -\hline -Trojelsgaard2015\_El Hierro\\ -\hline -Trojelsgaard2015\_Fuerteventura\\ -\hline -Trojelsgaard2015\_Western Sahara\\ -\hline -Robinson2018\\ -\hline -CordenizPicanco2018\_NatFor\\ -\hline -CordenizPicanco2018\_SemiPast\\ -\hline -CordenizPicanco2018\_IntPast\\ -\hline -Biella2019\\ -\hline -Nel2017\\ -\hline -Villalobos2019\\ -\hline -LaraRomero2019\_blanca+LaraRomero2019\_rajada+LaraRomero2019\_refugio+LaraRomero2019\_torre\\ -\hline -Ferrero2013\\ -\hline -Sritongchuay2019\_near+Sritongchuay2019\_far\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +olensen2002aig\tabularnewline +olensen2002flo\tabularnewline +vazquez2002\tabularnewline +Shay2016\tabularnewline +Gibson2006\_GA2\tabularnewline +Gibson2006\_SG\tabularnewline +Trojelsgaard2015\_El Hierro\tabularnewline +Trojelsgaard2015\_Fuerteventura\tabularnewline +Trojelsgaard2015\_Western Sahara\tabularnewline +Robinson2018\tabularnewline +CordenizPicanco2018\_NatFor\tabularnewline +CordenizPicanco2018\_SemiPast\tabularnewline +CordenizPicanco2018\_IntPast\tabularnewline +Biella2019\tabularnewline +Nel2017\tabularnewline +Villalobos2019\tabularnewline +LaraRomero2019\_blanca+LaraRomero2019\_rajada+LaraRomero2019\_refugio+LaraRomero2019\_torre\tabularnewline +Ferrero2013\tabularnewline +Sritongchuay2019\_near+Sritongchuay2019\_far\tabularnewline +\bottomrule +\end{longtable} Et voici donc les valeurs numériques pour les \(\alpha\) (paramètres de connectivité). @@ -402,16 +222,46 @@ collection 4 : \[\begin{bmatrix} 0.96 &0.83 &0.96 &0.39 &0.8 &0.16 &0.66 \\0.98 &0.86 &0.83 &0.51 &0.56 &0.19 &0.09 \\0.8 &0.46 &0.74 &0.12 &0.4 &0.05 &0.13 \\0.89 &0.69 &0.44 &0.35 &0.15 &0.07 &0.01 \\0.7 &0.29 &0.35 &0.03 &0.15 &0.01 &0.03 \\0.66 &0.43 &0.1 &0.17 &0.03 &0.02 &0 \\0.32 &0.12 &0.02 &0.04 &0 &0 &0 \\ \end{bmatrix}\] Pour la collection 5 : \[\begin{bmatrix} 0.71 &0.9 &0.57 &0.83 \\0.74 &0.22 &0.7 &0.33 \\0.09 &0.44 &0.07 &0.02 \\ \end{bmatrix}\] +\#\#\# Comparaison avec des infos supplémentaires + +\begin{figure} +\centering +\includegraphics{figure/Annual_timespan_plot-1.png} +\caption{plot of chunk Annual\_timespan\_plot} +\end{figure} \hypertarget{ruxe9partition-dans-les-clusters-selon-la-taxonomie}{% \subsubsection{Répartition dans les clusters selon la taxonomie}\label{ruxe9partition-dans-les-clusters-selon-la-taxonomie}} -\includegraphics{presentation_dore_files/figure-latex/iid_plot_taxonomy_pollinators-1.pdf} -\includegraphics{presentation_dore_files/figure-latex/iid_plot_taxonomy_pollinators-2.pdf} +\includegraphics{figure/iid_plot_taxonomy_pollinators-1.png}\includegraphics{figure/iid_plot_taxonomy_pollinators-2.png} -\includegraphics{presentation_dore_files/figure-latex/iid_plot_taxonomy_plants-1.pdf} -\includegraphics{presentation_dore_files/figure-latex/iid_plot_taxonomy_plants-2.pdf} +\includegraphics{figure/iid_plot_taxonomy_plants-1.png}\includegraphics{figure/iid_plot_taxonomy_plants-2.png} + +\hypertarget{tables}{% +\paragraph{Tables}\label{tables}} + +\begin{verbatim} +## # A tibble: 9 × 25 +## Taxon Collection_1_Bloc_1 Collection_1_Bloc_2 Collection_1_Bloc_3 +## +## 1 Hymenoptera 24 0 17 +## 2 Diptera 9 0 8 +## 3 n.i. 8 0 11 +## 4 Lepidoptera 7 0 6 +## 5 Coleoptera 0 0 0 +## 6 Other 0 0 0 +## 7 Birds NA NA NA +## 8 Hemiptera NA NA NA +## 9 Squamata NA NA NA +## # ℹ 21 more variables: Collection_1_Bloc_4 , Collection_1_Bloc_5 , +## # Collection_1_Bloc_6 , Collection_1_Bloc_7 , +## # Collection_1_Bloc_8 , Collection_2_Bloc_1 , +## # Collection_2_Bloc_2 , Collection_2_Bloc_3 , +## # Collection_2_Bloc_4 , Collection_3_Bloc_1 , +## # Collection_3_Bloc_2 , Collection_4_Bloc_1 , +## # Collection_4_Bloc_2 , Collection_4_Bloc_3 , … +\end{verbatim} \hypertarget{clustering-avec-le-moduxe8le-pi}{% \subsection{Clustering avec le modèle @@ -424,275 +274,157 @@ Pour la collection 1 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pi_meso_plot-1.pdf} +\includegraphics{figure/pi_meso_plot-1.png} \caption{Collection 1 - pi} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -arroyo1982\_1+arroyo1982\_2+arroyo3\\ -\hline -eberling1999\\ -\hline -inouye1988\\ -\hline -kato1990\\ -\hline -ramirez1992\\ -\hline -petanidou1991\\ -\hline -ramirez1989\\ -\hline -smith-ramirez2005\\ -\hline -Junker2013\\ -\hline -Kaiser\_control+Kaiser\_restored\\ -\hline -bartomeus2008\\ -\hline -Olito-Fox2014\\ -\hline -Benadi2013\_1(950m)+Benadi2013\_2(1170m)+Benadi2013\_6(2020m)\\ -\hline -Benadi2013\_3(1340m)\\ -\hline -Benadi2013\_4(1700m)+Benadi2013\_5(1800m)\\ -\hline -Kaiser-Bunbury2017\_Bernica+Kaiser-Bunbury2017\_Casse-dent+Kaiser-Bunbury2017\_Copolia+Kaiser-Bunbury2017\_La-Reserve+Kaiser-Bunbury2017\_Rosebelle+Kaiser-Bunbury2017\_Salazie+Kaiser-Bunbury2017\_Tea-Plantation+Kaiser-Bunbury2017\_Trois-Freres\\ -\hline -Fang2012\\ -\hline -Shay2016\\ -\hline -Struck1994\\ -\hline -Kato2000\\ -\hline -Aizen2008\_Cerro Otto\_U+Aizen2008\_Cerro Otto\_D\\ -\hline -Aizen2008\_Llao-llao\_U+Aizen2008\_Llao-llao\_D\\ -\hline -Aizen2008\_Puerto Blest\_U+Aizen2008\_Puerto Blest\_D\\ -\hline -Albrecht2010\_49yr+Albrecht2010\_63yr+Albrecht2010\_84yr+Albrecht2010\_109yr+Albrecht2010\_130yr\\ -\hline -Baldock2011\_TB+Baldock2011\_JN\\ -\hline -Chamberlain\_cr1+Chamberlain\_cr2+Chamberlain\_fs1+Chamberlain\_fs2+Chamberlain\_go1+Chamberlain\_go2+Chamberlain\_mm1+Chamberlain\_mm2+Chamberlain\_mz1+Chamberlain\_mz2+Chamberlain\_sm1+Chamberlain\_sm2\\ -\hline -Chamberlain\_HLU+Chamberlain\_HLG+Chamberlain\_OKU+Chamberlain\_OKG+Chamberlain\_WLU+Chamberlain\_WLG+Chamberlain\_SOU+Chamberlain\_SOG\\ -\hline -Chamberlain\_Site1+Chamberlain\_Site2+Chamberlain\_Site3+Chamberlain\_Site4+Chamberlain\_Site5+Chamberlain\_Site6\\ -\hline -Dattilo2016\\ -\hline -Devoto2005\_PP+Devoto2005\_AP\\ -\hline -Devoto2005\_VT\\ -\hline -Devoto2005\_LL+Devoto2005\_CT\\ -\hline -Dupont2009\_IsenBjerg+Dupont2009\_Other\\ -\hline -Freitas2006\\ -\hline -Gibson2006\_TA1\\ -\hline -Gibson2006\_TA2\\ -\hline -Jedrzejewska2013\_Ochata+Jedrzejewska2013\_Kabaty\\ -\hline -LaraRomero2016\_pe?alara\_EP+LaraRomero2016\_pe?alara\_PA+LaraRomero2016\_nevero\_EP+LaraRomero2016\_nevero\_PA\\ -\hline -LemusJimenez2003\\ -\hline -Marrero2013\\ -\hline -MonteroCastano2017\_Albufera+MonteroCastano2017\_Llimpa+MonteroCastano2017\_Tirant\\ -\hline -Kehinde2014\_Joostenberg\_Conv+Kehinde2014\_Joostenberg\_Org+Kehinde2014\_Joostenberg\_Nat+Kehinde2014\_Laibach\_Conv+Kehinde2014\_Laibach\_Org+Kehinde2014\_Laibach\_Nat+Kehinde2014\_Spier\_Conv+Kehinde2014\_Spier\_Nat\\ -\hline -Pinheiro2008\\ -\hline -Trojelsgaard2015\_La Gomera\\ -\hline -Trojelsgaard2015\_Tenerife Teno Bajo+Trojelsgaard2015\_Tenerife Fasnia\\ -\hline -Vanbergen2013\_balfarm+Vanbergen2013\_bridgend+Vanbergen2013\_dalhaikie+Vanbergen2013\_netherton+Vanbergen2013\_backhill+Vanbergen2013\_corntulloch+Vanbergen2013\_allancreich\\ -\hline -Zackenberg\\ -\hline -Yoshihara2008\\ -\hline -Watts2016\_Chicon+Watts2016\_Mantanay+Watts2016\_Choquebamba+Watts2016\_Huaran+Watts2016\_Piscacucho+Watts2016\_Poques+Watts2016\_Pumamarca+Watts2016\_Tiaparo+Watts2016\_Yanacocha\\ -\hline -Kato1993\\ -\hline -KatoMiura1996\\ -\hline -Kakutani1990\\ -\hline -Inoue1990\\ -\hline -Fragoso\_RA2+Fragoso\_RA3+Fragoso\_RD1+Fragoso\_RD3\\ -\hline -PopicThesis\\ -\hline -Pfeiffer\_CNE+Pfeiffer\_CNM+Pfeiffer\_CNT+Pfeiffer\_CPB+Pfeiffer\_CPM+Pfeiffer\_CPR+Pfeiffer\_CPS+Pfeiffer\_M2+Pfeiffer\_RP1+Pfeiffer\_RP2+Pfeiffer\_LM+Pfeiffer\_LO+Pfeiffer\_BD+Pfeiffer\_BH+Pfeiffer\_BS\\ -\hline -Carstensen\_Gigante+Carstensen\_Paulino+Carstensen\_Tinkerbell+Carstensen\_Midway+Carstensen\_Cedro+Carstensen\_Elefante+Carstensen\_Soizig\\ -\hline -Orford\_B1+Orford\_B2+Orford\_B3+Orford\_B4+Orford\_B5+Orford\_B10\\ -\hline -Orford\_B6+Orford\_B7+Orford\_B8+Orford\_B9\\ -\hline -Blumel2016\\ -\hline -Welti\_ID+Welti\_K1B+Welti\_K4A+Welti\_4B+Welti\_20B+Welti\_20C+Welti\_N1A+Welti\_N1B+Welti\_N4A+Welti\_N4B+Welti\_N20A+Welti\_N20B\\ -\hline -Souza\_cerrado\\ -\hline -Souza\_chaco\\ -\hline -Souza\_pantanal\\ -\hline -Souza\_vereda\\ -\hline -Grass2013\_1+Grass2013\_2+Grass2013\_3+Grass2013\_4+Grass2013\_5+Grass2013\_6+Grass2013\_7+Grass2013\_8+Grass2013\_9+Grass2013\_10+Grass2013\_11+Grass2013\_12+Grass2013\_13+Grass2013\_14+Grass2013\_15+Grass2013\_16+Grass2013\_17\\ -\hline -Bennett2018\\ -\hline -Adedoja2018b\_baseZone+Adedoja2018b\_MidZone+Adedoja2018b\_HighZone+Adedoja2018b\_PeakZone\\ -\hline -Adedoja2019\\ -\hline -CordenizPicanco2018\_NatVeg\\ -\hline -Benadi2018\\ -\hline -Hackett2019\_NZ\_salt\_marsh+Hackett2019\_NZ\_sand\_dune+Hackett2019\_NZ\_scrub\_coprosma\\ -\hline -Oleques2019\\ -\hline -Jolls2019\\ -\hline -Traveset2013\_Fernandina\\ -\hline -Traveset2013\_Santiago\\ -\hline -Traveset2013\_SantaCruz\\ -\hline -Traveset2013\_SanCristobal\\ -\hline -Simanonok2014\\ -\hline -Son2019\_a1+Son2019\_a2+Son2019\_a3+Son2019\_a4+Son2019\_a5+Son2019\_a6+Son2019\_a7+Son2019\_a8+Son2019\_F1+Son2019\_F2+Son2019\_F3+Son2019\_F4+Son2019\_F5+Son2019\_F6+Son2019\_F7+Son2019\_F8\\ -\hline -Baldock2019\_Bristol\\ -\hline -Baldock2019\_Edinburgh\\ -\hline -Baldock2019\_Leeds\\ -\hline -Baldock2019\_Reading\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +arroyo1982\_1+arroyo1982\_2+arroyo3\tabularnewline +eberling1999\tabularnewline +inouye1988\tabularnewline +kato1990\tabularnewline +ramirez1992\tabularnewline +petanidou1991\tabularnewline +ramirez1989\tabularnewline +smith-ramirez2005\tabularnewline +Junker2013\tabularnewline +Kaiser\_control+Kaiser\_restored\tabularnewline +bartomeus2008\tabularnewline +Olito-Fox2014\tabularnewline +Benadi2013\_1(950m)+Benadi2013\_2(1170m)+Benadi2013\_6(2020m)\tabularnewline +Benadi2013\_3(1340m)\tabularnewline +Benadi2013\_4(1700m)+Benadi2013\_5(1800m)\tabularnewline +Kaiser-Bunbury2017\_Bernica+Kaiser-Bunbury2017\_Casse-dent+Kaiser-Bunbury2017\_Copolia+Kaiser-Bunbury2017\_La-Reserve+Kaiser-Bunbury2017\_Rosebelle+Kaiser-Bunbury2017\_Salazie+Kaiser-Bunbury2017\_Tea-Plantation+Kaiser-Bunbury2017\_Trois-Freres\tabularnewline +Fang2012\tabularnewline +Shay2016\tabularnewline +Struck1994\tabularnewline +Kato2000\tabularnewline +Aizen2008\_Cerro Otto\_U+Aizen2008\_Cerro Otto\_D\tabularnewline +Aizen2008\_Llao-llao\_U+Aizen2008\_Llao-llao\_D\tabularnewline +Aizen2008\_Puerto Blest\_U+Aizen2008\_Puerto Blest\_D\tabularnewline +Albrecht2010\_49yr+Albrecht2010\_63yr+Albrecht2010\_84yr+Albrecht2010\_109yr+Albrecht2010\_130yr\tabularnewline +Baldock2011\_TB+Baldock2011\_JN\tabularnewline +Chamberlain\_cr1+Chamberlain\_cr2+Chamberlain\_fs1+Chamberlain\_fs2+Chamberlain\_go1+Chamberlain\_go2+Chamberlain\_mm1+Chamberlain\_mm2+Chamberlain\_mz1+Chamberlain\_mz2+Chamberlain\_sm1+Chamberlain\_sm2\tabularnewline +Chamberlain\_HLU+Chamberlain\_HLG+Chamberlain\_OKU+Chamberlain\_OKG+Chamberlain\_WLU+Chamberlain\_WLG+Chamberlain\_SOU+Chamberlain\_SOG\tabularnewline +Chamberlain\_Site1+Chamberlain\_Site2+Chamberlain\_Site3+Chamberlain\_Site4+Chamberlain\_Site5+Chamberlain\_Site6\tabularnewline +Dattilo2016\tabularnewline +Devoto2005\_PP+Devoto2005\_AP\tabularnewline +Devoto2005\_VT\tabularnewline +Devoto2005\_LL+Devoto2005\_CT\tabularnewline +Dupont2009\_IsenBjerg+Dupont2009\_Other\tabularnewline +Freitas2006\tabularnewline +Gibson2006\_TA1\tabularnewline +Gibson2006\_TA2\tabularnewline +Jedrzejewska2013\_Ochata+Jedrzejewska2013\_Kabaty\tabularnewline +LaraRomero2016\_pe?alara\_EP+LaraRomero2016\_pe?alara\_PA+LaraRomero2016\_nevero\_EP+LaraRomero2016\_nevero\_PA\tabularnewline +LemusJimenez2003\tabularnewline +Marrero2013\tabularnewline +MonteroCastano2017\_Albufera+MonteroCastano2017\_Llimpa+MonteroCastano2017\_Tirant\tabularnewline +Kehinde2014\_Joostenberg\_Conv+Kehinde2014\_Joostenberg\_Org+Kehinde2014\_Joostenberg\_Nat+Kehinde2014\_Laibach\_Conv+Kehinde2014\_Laibach\_Org+Kehinde2014\_Laibach\_Nat+Kehinde2014\_Spier\_Conv+Kehinde2014\_Spier\_Nat\tabularnewline +Pinheiro2008\tabularnewline +Trojelsgaard2015\_La Gomera\tabularnewline +Trojelsgaard2015\_Tenerife Teno Bajo+Trojelsgaard2015\_Tenerife +Fasnia\tabularnewline +Vanbergen2013\_balfarm+Vanbergen2013\_bridgend+Vanbergen2013\_dalhaikie+Vanbergen2013\_netherton+Vanbergen2013\_backhill+Vanbergen2013\_corntulloch+Vanbergen2013\_allancreich\tabularnewline +Zackenberg\tabularnewline +Yoshihara2008\tabularnewline +Watts2016\_Chicon+Watts2016\_Mantanay+Watts2016\_Choquebamba+Watts2016\_Huaran+Watts2016\_Piscacucho+Watts2016\_Poques+Watts2016\_Pumamarca+Watts2016\_Tiaparo+Watts2016\_Yanacocha\tabularnewline +Kato1993\tabularnewline +KatoMiura1996\tabularnewline +Kakutani1990\tabularnewline +Inoue1990\tabularnewline +Fragoso\_RA2+Fragoso\_RA3+Fragoso\_RD1+Fragoso\_RD3\tabularnewline +PopicThesis\tabularnewline +Pfeiffer\_CNE+Pfeiffer\_CNM+Pfeiffer\_CNT+Pfeiffer\_CPB+Pfeiffer\_CPM+Pfeiffer\_CPR+Pfeiffer\_CPS+Pfeiffer\_M2+Pfeiffer\_RP1+Pfeiffer\_RP2+Pfeiffer\_LM+Pfeiffer\_LO+Pfeiffer\_BD+Pfeiffer\_BH+Pfeiffer\_BS\tabularnewline +Carstensen\_Gigante+Carstensen\_Paulino+Carstensen\_Tinkerbell+Carstensen\_Midway+Carstensen\_Cedro+Carstensen\_Elefante+Carstensen\_Soizig\tabularnewline +Orford\_B1+Orford\_B2+Orford\_B3+Orford\_B4+Orford\_B5+Orford\_B10\tabularnewline +Orford\_B6+Orford\_B7+Orford\_B8+Orford\_B9\tabularnewline +Blumel2016\tabularnewline +Welti\_ID+Welti\_K1B+Welti\_K4A+Welti\_4B+Welti\_20B+Welti\_20C+Welti\_N1A+Welti\_N1B+Welti\_N4A+Welti\_N4B+Welti\_N20A+Welti\_N20B\tabularnewline +Souza\_cerrado\tabularnewline +Souza\_chaco\tabularnewline +Souza\_pantanal\tabularnewline +Souza\_vereda\tabularnewline +Grass2013\_1+Grass2013\_2+Grass2013\_3+Grass2013\_4+Grass2013\_5+Grass2013\_6+Grass2013\_7+Grass2013\_8+Grass2013\_9+Grass2013\_10+Grass2013\_11+Grass2013\_12+Grass2013\_13+Grass2013\_14+Grass2013\_15+Grass2013\_16+Grass2013\_17\tabularnewline +Bennett2018\tabularnewline +Adedoja2018b\_baseZone+Adedoja2018b\_MidZone+Adedoja2018b\_HighZone+Adedoja2018b\_PeakZone\tabularnewline +Adedoja2019\tabularnewline +CordenizPicanco2018\_NatVeg\tabularnewline +Benadi2018\tabularnewline +Hackett2019\_NZ\_salt\_marsh+Hackett2019\_NZ\_sand\_dune+Hackett2019\_NZ\_scrub\_coprosma\tabularnewline +Oleques2019\tabularnewline +Jolls2019\tabularnewline +Traveset2013\_Fernandina\tabularnewline +Traveset2013\_Santiago\tabularnewline +Traveset2013\_SantaCruz\tabularnewline +Traveset2013\_SanCristobal\tabularnewline +Simanonok2014\tabularnewline +Son2019\_a1+Son2019\_a2+Son2019\_a3+Son2019\_a4+Son2019\_a5+Son2019\_a6+Son2019\_a7+Son2019\_a8+Son2019\_F1+Son2019\_F2+Son2019\_F3+Son2019\_F4+Son2019\_F5+Son2019\_F6+Son2019\_F7+Son2019\_F8\tabularnewline +Baldock2019\_Bristol\tabularnewline +Baldock2019\_Edinburgh\tabularnewline +Baldock2019\_Leeds\tabularnewline +Baldock2019\_Reading\tabularnewline +\bottomrule +\end{longtable} Pour la collection 2 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pi_meso_plot-2.pdf} +\includegraphics{figure/pi_meso_plot-2.png} \caption{Collection 2 - pi} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -dupont2003\\ -\hline -herrera1988\\ -\hline -medan2002ld\\ -\hline -medan2002rb\\ -\hline -olensen2002aig\\ -\hline -olensen2002flo\\ -\hline -small1976\\ -\hline -vazquez2002\\ -\hline -Burkle2013\\ -\hline -Weiner2011\\ -\hline -Gilarranz2014\_amarante+Gilarranz2014\_barrosa+Gilarranz2014\_cincocerros+Gilarranz2014\_difuntito+Gilarranz2014\_difuntos+Gilarranz2014\_elmorro+Gilarranz2014\_labrava+Gilarranz2014\_lachata+Gilarranz2014\_lapaja+Gilarranz2014\_piedraalta+Gilarranz2014\_vigilancia+Gilarranz2014\_volcan\\ -\hline -Aizen2008\_Challhuaco\_U+Aizen2008\_Challhuaco\_D\\ -\hline -Devoto2005\_LQ\\ -\hline -Devoto2005\_LT+Devoto2005\_LH\\ -\hline -Gibson2006\_GA1\\ -\hline -Gibson2006\_GA2\\ -\hline -Gibson2006\_SG\\ -\hline -Lundgren2005\\ -\hline -Trojelsgaard2015\_El Hierro\\ -\hline -Trojelsgaard2015\_Gran Canaria\\ -\hline -Trojelsgaard2015\_Fuerteventura\\ -\hline -Trojelsgaard2015\_Western Sahara\\ -\hline -Fragoso\_RA1+Fragoso\_RD2\\ -\hline -Pornon2017\\ -\hline -Kantsa2018\\ -\hline -Robinson2018\\ -\hline -CordenizPicanco2018\_NatFor\\ -\hline -CordenizPicanco2018\_ExoFor\\ -\hline -CordenizPicanco2018\_SemiPast\\ -\hline -CordenizPicanco2018\_IntPast\\ -\hline -Hackett2019\_UK\_sand\_dune+Hackett2019\_UK\_grassland+Hackett2019\_UK\_heathland+Hackett2019\_UK\_woodland+Hackett2019\_UK\_salt\_marsh+Hackett2019\_UK\_scrub\\ -\hline -Biella2019\\ -\hline -Nel2017\\ -\hline -Villalobos2019\\ -\hline -LaraRomero2019\_blanca+LaraRomero2019\_rajada+LaraRomero2019\_refugio+LaraRomero2019\_torre\\ -\hline -Traveset2013\_Pinta\\ -\hline -Ferrero2013\\ -\hline -Neli2014\\ -\hline -Sritongchuay2019\_near+Sritongchuay2019\_far\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +dupont2003\tabularnewline +herrera1988\tabularnewline +medan2002ld\tabularnewline +medan2002rb\tabularnewline +olensen2002aig\tabularnewline +olensen2002flo\tabularnewline +small1976\tabularnewline +vazquez2002\tabularnewline +Burkle2013\tabularnewline +Weiner2011\tabularnewline +Gilarranz2014\_amarante+Gilarranz2014\_barrosa+Gilarranz2014\_cincocerros+Gilarranz2014\_difuntito+Gilarranz2014\_difuntos+Gilarranz2014\_elmorro+Gilarranz2014\_labrava+Gilarranz2014\_lachata+Gilarranz2014\_lapaja+Gilarranz2014\_piedraalta+Gilarranz2014\_vigilancia+Gilarranz2014\_volcan\tabularnewline +Aizen2008\_Challhuaco\_U+Aizen2008\_Challhuaco\_D\tabularnewline +Devoto2005\_LQ\tabularnewline +Devoto2005\_LT+Devoto2005\_LH\tabularnewline +Gibson2006\_GA1\tabularnewline +Gibson2006\_GA2\tabularnewline +Gibson2006\_SG\tabularnewline +Lundgren2005\tabularnewline +Trojelsgaard2015\_El Hierro\tabularnewline +Trojelsgaard2015\_Gran Canaria\tabularnewline +Trojelsgaard2015\_Fuerteventura\tabularnewline +Trojelsgaard2015\_Western Sahara\tabularnewline +Fragoso\_RA1+Fragoso\_RD2\tabularnewline +Pornon2017\tabularnewline +Kantsa2018\tabularnewline +Robinson2018\tabularnewline +CordenizPicanco2018\_NatFor\tabularnewline +CordenizPicanco2018\_ExoFor\tabularnewline +CordenizPicanco2018\_SemiPast\tabularnewline +CordenizPicanco2018\_IntPast\tabularnewline +Hackett2019\_UK\_sand\_dune+Hackett2019\_UK\_grassland+Hackett2019\_UK\_heathland+Hackett2019\_UK\_woodland+Hackett2019\_UK\_salt\_marsh+Hackett2019\_UK\_scrub\tabularnewline +Biella2019\tabularnewline +Nel2017\tabularnewline +Villalobos2019\tabularnewline +LaraRomero2019\_blanca+LaraRomero2019\_rajada+LaraRomero2019\_refugio+LaraRomero2019\_torre\tabularnewline +Traveset2013\_Pinta\tabularnewline +Ferrero2013\tabularnewline +Neli2014\tabularnewline +Sritongchuay2019\_near+Sritongchuay2019\_far\tabularnewline +\bottomrule +\end{longtable} Et voici donc les valeurs numériques pour les \(\alpha\) (paramètres de connectivité). @@ -706,11 +438,9 @@ Pour la collection 2 : \subsubsection{Répartition dans les clusters selon la taxonomie}\label{ruxe9partition-dans-les-clusters-selon-la-taxonomie-1}} -\includegraphics{presentation_dore_files/figure-latex/pi_plot_taxonomy_pollinators-1.pdf} -\includegraphics{presentation_dore_files/figure-latex/pi_plot_taxonomy_pollinators-2.pdf} +\includegraphics{figure/pi_plot_taxonomy_pollinators-1.png}\includegraphics{figure/pi_plot_taxonomy_pollinators-2.png} -\includegraphics{presentation_dore_files/figure-latex/pi_plot_taxonomy_plants-1.pdf} -\includegraphics{presentation_dore_files/figure-latex/pi_plot_taxonomy_plants-2.pdf} +\includegraphics{figure/pi_plot_taxonomy_plants-1.png}\includegraphics{figure/pi_plot_taxonomy_plants-2.png} \hypertarget{clustering-avec-le-moduxe8le-rho}{% \subsection{Clustering avec le modèle @@ -723,261 +453,141 @@ Pour la collection 1 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/rho_meso_plot-1.pdf} +\includegraphics{figure/rho_meso_plot-1.png} \caption{Collection 1 - rho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -arroyo1982\_1+arroyo1982\_2+arroyo3\\ -\hline -dupont2003\\ -\hline -eberling1999\\ -\hline -herrera1988\\ -\hline -inouye1988\\ -\hline -kato1990\\ -\hline -medan2002ld\\ -\hline -medan2002rb\\ -\hline -olensen2002aig\\ -\hline -olensen2002flo\\ -\hline -ramirez1992\\ -\hline -small1976\\ -\hline -vazquez2002\\ -\hline -petanidou1991\\ -\hline -ramirez1989\\ -\hline -smith-ramirez2005\\ -\hline -Burkle2013\\ -\hline -Junker2013\\ -\hline -Weiner2011\\ -\hline -Kaiser\_control+Kaiser\_restored\\ -\hline -bartomeus2008\\ -\hline -Olito-Fox2014\\ -\hline -Gilarranz2014\_amarante+Gilarranz2014\_barrosa+Gilarranz2014\_cincocerros+Gilarranz2014\_difuntito+Gilarranz2014\_difuntos+Gilarranz2014\_elmorro+Gilarranz2014\_labrava+Gilarranz2014\_lachata+Gilarranz2014\_lapaja+Gilarranz2014\_piedraalta+Gilarranz2014\_vigilancia+Gilarranz2014\_volcan\\ -\hline -Benadi2013\_1(950m)+Benadi2013\_2(1170m)+Benadi2013\_6(2020m)\\ -\hline -Benadi2013\_3(1340m)\\ -\hline -Benadi2013\_4(1700m)+Benadi2013\_5(1800m)\\ -\hline -Kaiser-Bunbury2017\_Bernica+Kaiser-Bunbury2017\_Casse-dent+Kaiser-Bunbury2017\_Copolia+Kaiser-Bunbury2017\_La-Reserve+Kaiser-Bunbury2017\_Rosebelle+Kaiser-Bunbury2017\_Salazie+Kaiser-Bunbury2017\_Tea-Plantation+Kaiser-Bunbury2017\_Trois-Freres\\ -\hline -Fang2012\\ -\hline -Shay2016\\ -\hline -Struck1994\\ -\hline -Kato2000\\ -\hline -Aizen2008\_Challhuaco\_U+Aizen2008\_Challhuaco\_D\\ -\hline -Aizen2008\_Cerro Otto\_U+Aizen2008\_Cerro Otto\_D\\ -\hline -Aizen2008\_Llao-llao\_U+Aizen2008\_Llao-llao\_D\\ -\hline -Aizen2008\_Puerto Blest\_U+Aizen2008\_Puerto Blest\_D\\ -\hline -Albrecht2010\_49yr+Albrecht2010\_63yr+Albrecht2010\_84yr+Albrecht2010\_109yr+Albrecht2010\_130yr\\ -\hline -Baldock2011\_TB+Baldock2011\_JN\\ -\hline -Chamberlain\_cr1+Chamberlain\_cr2+Chamberlain\_fs1+Chamberlain\_fs2+Chamberlain\_go1+Chamberlain\_go2+Chamberlain\_mm1+Chamberlain\_mm2+Chamberlain\_mz1+Chamberlain\_mz2+Chamberlain\_sm1+Chamberlain\_sm2\\ -\hline -Chamberlain\_HLU+Chamberlain\_HLG+Chamberlain\_OKU+Chamberlain\_OKG+Chamberlain\_WLU+Chamberlain\_WLG+Chamberlain\_SOU+Chamberlain\_SOG\\ -\hline -Chamberlain\_Site1+Chamberlain\_Site2+Chamberlain\_Site3+Chamberlain\_Site4+Chamberlain\_Site5+Chamberlain\_Site6\\ -\hline -Dattilo2016\\ -\hline -Devoto2005\_LQ\\ -\hline -Devoto2005\_PP+Devoto2005\_AP\\ -\hline -Devoto2005\_LT+Devoto2005\_LH\\ -\hline -Devoto2005\_VT\\ -\hline -Devoto2005\_LL+Devoto2005\_CT\\ -\hline -Dupont2009\_IsenBjerg+Dupont2009\_Other\\ -\hline -Freitas2006\\ -\hline -Gibson2006\_GA1\\ -\hline -Gibson2006\_GA2\\ -\hline -Gibson2006\_SG\\ -\hline -Gibson2006\_TA1\\ -\hline -Gibson2006\_TA2\\ -\hline -Jedrzejewska2013\_Ochata+Jedrzejewska2013\_Kabaty\\ -\hline -LaraRomero2016\_pe?alara\_EP+LaraRomero2016\_pe?alara\_PA+LaraRomero2016\_nevero\_EP+LaraRomero2016\_nevero\_PA\\ -\hline -LemusJimenez2003\\ -\hline -Lundgren2005\\ -\hline -Marrero2013\\ -\hline -MonteroCastano2017\_Albufera+MonteroCastano2017\_Llimpa+MonteroCastano2017\_Tirant\\ -\hline -Kehinde2014\_Joostenberg\_Conv+Kehinde2014\_Joostenberg\_Org+Kehinde2014\_Joostenberg\_Nat+Kehinde2014\_Laibach\_Conv+Kehinde2014\_Laibach\_Org+Kehinde2014\_Laibach\_Nat+Kehinde2014\_Spier\_Conv+Kehinde2014\_Spier\_Nat\\ -\hline -Pinheiro2008\\ -\hline -Trojelsgaard2015\_El Hierro\\ -\hline -Trojelsgaard2015\_La Gomera\\ -\hline -Trojelsgaard2015\_Gran Canaria\\ -\hline -Trojelsgaard2015\_Fuerteventura\\ -\hline -Trojelsgaard2015\_Tenerife Teno Bajo+Trojelsgaard2015\_Tenerife Fasnia\\ -\hline -Trojelsgaard2015\_Western Sahara\\ -\hline -Vanbergen2013\_balfarm+Vanbergen2013\_bridgend+Vanbergen2013\_dalhaikie+Vanbergen2013\_netherton+Vanbergen2013\_backhill+Vanbergen2013\_corntulloch+Vanbergen2013\_allancreich\\ -\hline -Zackenberg\\ -\hline -Yoshihara2008\\ -\hline -Watts2016\_Chicon+Watts2016\_Mantanay+Watts2016\_Choquebamba+Watts2016\_Huaran+Watts2016\_Piscacucho+Watts2016\_Poques+Watts2016\_Pumamarca+Watts2016\_Tiaparo+Watts2016\_Yanacocha\\ -\hline -Kato1993\\ -\hline -KatoMiura1996\\ -\hline -Kakutani1990\\ -\hline -Inoue1990\\ -\hline -Fragoso\_RA1+Fragoso\_RD2\\ -\hline -Fragoso\_RA2+Fragoso\_RA3+Fragoso\_RD1+Fragoso\_RD3\\ -\hline -PopicThesis\\ -\hline -Pfeiffer\_CNE+Pfeiffer\_CNM+Pfeiffer\_CNT+Pfeiffer\_CPB+Pfeiffer\_CPM+Pfeiffer\_CPR+Pfeiffer\_CPS+Pfeiffer\_M2+Pfeiffer\_RP1+Pfeiffer\_RP2+Pfeiffer\_LM+Pfeiffer\_LO+Pfeiffer\_BD+Pfeiffer\_BH+Pfeiffer\_BS\\ -\hline -Carstensen\_Gigante+Carstensen\_Paulino+Carstensen\_Tinkerbell+Carstensen\_Midway+Carstensen\_Cedro+Carstensen\_Elefante+Carstensen\_Soizig\\ -\hline -Pornon2017\\ -\hline -Orford\_B1+Orford\_B2+Orford\_B3+Orford\_B4+Orford\_B5+Orford\_B10\\ -\hline -Orford\_B6+Orford\_B7+Orford\_B8+Orford\_B9\\ -\hline -Blumel2016\\ -\hline -Welti\_ID+Welti\_K1B+Welti\_K4A+Welti\_4B+Welti\_20B+Welti\_20C+Welti\_N1A+Welti\_N1B+Welti\_N4A+Welti\_N4B+Welti\_N20A+Welti\_N20B\\ -\hline -Kantsa2018\\ -\hline -Souza\_cerrado\\ -\hline -Souza\_chaco\\ -\hline -Souza\_pantanal\\ -\hline -Souza\_vereda\\ -\hline -Grass2013\_1+Grass2013\_2+Grass2013\_3+Grass2013\_4+Grass2013\_5+Grass2013\_6+Grass2013\_7+Grass2013\_8+Grass2013\_9+Grass2013\_10+Grass2013\_11+Grass2013\_12+Grass2013\_13+Grass2013\_14+Grass2013\_15+Grass2013\_16+Grass2013\_17\\ -\hline -Robinson2018\\ -\hline -Bennett2018\\ -\hline -Adedoja2018b\_baseZone+Adedoja2018b\_MidZone+Adedoja2018b\_HighZone+Adedoja2018b\_PeakZone\\ -\hline -Adedoja2019\\ -\hline -CordenizPicanco2018\_NatFor\\ -\hline -CordenizPicanco2018\_NatVeg\\ -\hline -CordenizPicanco2018\_ExoFor\\ -\hline -CordenizPicanco2018\_SemiPast\\ -\hline -CordenizPicanco2018\_IntPast\\ -\hline -Benadi2018\\ -\hline -Hackett2019\_NZ\_salt\_marsh+Hackett2019\_NZ\_sand\_dune+Hackett2019\_NZ\_scrub\_coprosma\\ -\hline -Hackett2019\_UK\_sand\_dune+Hackett2019\_UK\_grassland+Hackett2019\_UK\_heathland+Hackett2019\_UK\_woodland+Hackett2019\_UK\_salt\_marsh+Hackett2019\_UK\_scrub\\ -\hline -Oleques2019\\ -\hline -Biella2019\\ -\hline -Jolls2019\\ -\hline -Nel2017\\ -\hline -Villalobos2019\\ -\hline -LaraRomero2019\_blanca+LaraRomero2019\_rajada+LaraRomero2019\_refugio+LaraRomero2019\_torre\\ -\hline -Traveset2013\_Fernandina\\ -\hline -Traveset2013\_Pinta\\ -\hline -Traveset2013\_Santiago\\ -\hline -Traveset2013\_SantaCruz\\ -\hline -Traveset2013\_SanCristobal\\ -\hline -Ferrero2013\\ -\hline -Simanonok2014\\ -\hline -Son2019\_a1+Son2019\_a2+Son2019\_a3+Son2019\_a4+Son2019\_a5+Son2019\_a6+Son2019\_a7+Son2019\_a8+Son2019\_F1+Son2019\_F2+Son2019\_F3+Son2019\_F4+Son2019\_F5+Son2019\_F6+Son2019\_F7+Son2019\_F8\\ -\hline -Neli2014\\ -\hline -Sritongchuay2019\_near+Sritongchuay2019\_far\\ -\hline -Baldock2019\_Bristol\\ -\hline -Baldock2019\_Edinburgh\\ -\hline -Baldock2019\_Leeds\\ -\hline -Baldock2019\_Reading\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +arroyo1982\_1+arroyo1982\_2+arroyo3\tabularnewline +dupont2003\tabularnewline +eberling1999\tabularnewline +herrera1988\tabularnewline +inouye1988\tabularnewline +kato1990\tabularnewline +medan2002ld\tabularnewline +medan2002rb\tabularnewline +olensen2002aig\tabularnewline +olensen2002flo\tabularnewline +ramirez1992\tabularnewline +small1976\tabularnewline +vazquez2002\tabularnewline +petanidou1991\tabularnewline +ramirez1989\tabularnewline +smith-ramirez2005\tabularnewline +Burkle2013\tabularnewline +Junker2013\tabularnewline +Weiner2011\tabularnewline +Kaiser\_control+Kaiser\_restored\tabularnewline +bartomeus2008\tabularnewline +Olito-Fox2014\tabularnewline +Gilarranz2014\_amarante+Gilarranz2014\_barrosa+Gilarranz2014\_cincocerros+Gilarranz2014\_difuntito+Gilarranz2014\_difuntos+Gilarranz2014\_elmorro+Gilarranz2014\_labrava+Gilarranz2014\_lachata+Gilarranz2014\_lapaja+Gilarranz2014\_piedraalta+Gilarranz2014\_vigilancia+Gilarranz2014\_volcan\tabularnewline +Benadi2013\_1(950m)+Benadi2013\_2(1170m)+Benadi2013\_6(2020m)\tabularnewline +Benadi2013\_3(1340m)\tabularnewline +Benadi2013\_4(1700m)+Benadi2013\_5(1800m)\tabularnewline +Kaiser-Bunbury2017\_Bernica+Kaiser-Bunbury2017\_Casse-dent+Kaiser-Bunbury2017\_Copolia+Kaiser-Bunbury2017\_La-Reserve+Kaiser-Bunbury2017\_Rosebelle+Kaiser-Bunbury2017\_Salazie+Kaiser-Bunbury2017\_Tea-Plantation+Kaiser-Bunbury2017\_Trois-Freres\tabularnewline +Fang2012\tabularnewline +Shay2016\tabularnewline +Struck1994\tabularnewline +Kato2000\tabularnewline +Aizen2008\_Challhuaco\_U+Aizen2008\_Challhuaco\_D\tabularnewline +Aizen2008\_Cerro Otto\_U+Aizen2008\_Cerro Otto\_D\tabularnewline +Aizen2008\_Llao-llao\_U+Aizen2008\_Llao-llao\_D\tabularnewline +Aizen2008\_Puerto Blest\_U+Aizen2008\_Puerto Blest\_D\tabularnewline +Albrecht2010\_49yr+Albrecht2010\_63yr+Albrecht2010\_84yr+Albrecht2010\_109yr+Albrecht2010\_130yr\tabularnewline +Baldock2011\_TB+Baldock2011\_JN\tabularnewline +Chamberlain\_cr1+Chamberlain\_cr2+Chamberlain\_fs1+Chamberlain\_fs2+Chamberlain\_go1+Chamberlain\_go2+Chamberlain\_mm1+Chamberlain\_mm2+Chamberlain\_mz1+Chamberlain\_mz2+Chamberlain\_sm1+Chamberlain\_sm2\tabularnewline +Chamberlain\_HLU+Chamberlain\_HLG+Chamberlain\_OKU+Chamberlain\_OKG+Chamberlain\_WLU+Chamberlain\_WLG+Chamberlain\_SOU+Chamberlain\_SOG\tabularnewline +Chamberlain\_Site1+Chamberlain\_Site2+Chamberlain\_Site3+Chamberlain\_Site4+Chamberlain\_Site5+Chamberlain\_Site6\tabularnewline +Dattilo2016\tabularnewline +Devoto2005\_LQ\tabularnewline +Devoto2005\_PP+Devoto2005\_AP\tabularnewline +Devoto2005\_LT+Devoto2005\_LH\tabularnewline +Devoto2005\_VT\tabularnewline +Devoto2005\_LL+Devoto2005\_CT\tabularnewline +Dupont2009\_IsenBjerg+Dupont2009\_Other\tabularnewline +Freitas2006\tabularnewline +Gibson2006\_GA1\tabularnewline +Gibson2006\_GA2\tabularnewline +Gibson2006\_SG\tabularnewline +Gibson2006\_TA1\tabularnewline +Gibson2006\_TA2\tabularnewline +Jedrzejewska2013\_Ochata+Jedrzejewska2013\_Kabaty\tabularnewline +LaraRomero2016\_pe?alara\_EP+LaraRomero2016\_pe?alara\_PA+LaraRomero2016\_nevero\_EP+LaraRomero2016\_nevero\_PA\tabularnewline +LemusJimenez2003\tabularnewline +Lundgren2005\tabularnewline +Marrero2013\tabularnewline +MonteroCastano2017\_Albufera+MonteroCastano2017\_Llimpa+MonteroCastano2017\_Tirant\tabularnewline +Kehinde2014\_Joostenberg\_Conv+Kehinde2014\_Joostenberg\_Org+Kehinde2014\_Joostenberg\_Nat+Kehinde2014\_Laibach\_Conv+Kehinde2014\_Laibach\_Org+Kehinde2014\_Laibach\_Nat+Kehinde2014\_Spier\_Conv+Kehinde2014\_Spier\_Nat\tabularnewline +Pinheiro2008\tabularnewline +Trojelsgaard2015\_El Hierro\tabularnewline +Trojelsgaard2015\_La Gomera\tabularnewline +Trojelsgaard2015\_Gran Canaria\tabularnewline +Trojelsgaard2015\_Fuerteventura\tabularnewline +Trojelsgaard2015\_Tenerife Teno Bajo+Trojelsgaard2015\_Tenerife +Fasnia\tabularnewline +Trojelsgaard2015\_Western Sahara\tabularnewline +Vanbergen2013\_balfarm+Vanbergen2013\_bridgend+Vanbergen2013\_dalhaikie+Vanbergen2013\_netherton+Vanbergen2013\_backhill+Vanbergen2013\_corntulloch+Vanbergen2013\_allancreich\tabularnewline +Zackenberg\tabularnewline +Yoshihara2008\tabularnewline +Watts2016\_Chicon+Watts2016\_Mantanay+Watts2016\_Choquebamba+Watts2016\_Huaran+Watts2016\_Piscacucho+Watts2016\_Poques+Watts2016\_Pumamarca+Watts2016\_Tiaparo+Watts2016\_Yanacocha\tabularnewline +Kato1993\tabularnewline +KatoMiura1996\tabularnewline +Kakutani1990\tabularnewline +Inoue1990\tabularnewline +Fragoso\_RA1+Fragoso\_RD2\tabularnewline +Fragoso\_RA2+Fragoso\_RA3+Fragoso\_RD1+Fragoso\_RD3\tabularnewline +PopicThesis\tabularnewline +Pfeiffer\_CNE+Pfeiffer\_CNM+Pfeiffer\_CNT+Pfeiffer\_CPB+Pfeiffer\_CPM+Pfeiffer\_CPR+Pfeiffer\_CPS+Pfeiffer\_M2+Pfeiffer\_RP1+Pfeiffer\_RP2+Pfeiffer\_LM+Pfeiffer\_LO+Pfeiffer\_BD+Pfeiffer\_BH+Pfeiffer\_BS\tabularnewline +Carstensen\_Gigante+Carstensen\_Paulino+Carstensen\_Tinkerbell+Carstensen\_Midway+Carstensen\_Cedro+Carstensen\_Elefante+Carstensen\_Soizig\tabularnewline +Pornon2017\tabularnewline +Orford\_B1+Orford\_B2+Orford\_B3+Orford\_B4+Orford\_B5+Orford\_B10\tabularnewline +Orford\_B6+Orford\_B7+Orford\_B8+Orford\_B9\tabularnewline +Blumel2016\tabularnewline +Welti\_ID+Welti\_K1B+Welti\_K4A+Welti\_4B+Welti\_20B+Welti\_20C+Welti\_N1A+Welti\_N1B+Welti\_N4A+Welti\_N4B+Welti\_N20A+Welti\_N20B\tabularnewline +Kantsa2018\tabularnewline +Souza\_cerrado\tabularnewline +Souza\_chaco\tabularnewline +Souza\_pantanal\tabularnewline +Souza\_vereda\tabularnewline +Grass2013\_1+Grass2013\_2+Grass2013\_3+Grass2013\_4+Grass2013\_5+Grass2013\_6+Grass2013\_7+Grass2013\_8+Grass2013\_9+Grass2013\_10+Grass2013\_11+Grass2013\_12+Grass2013\_13+Grass2013\_14+Grass2013\_15+Grass2013\_16+Grass2013\_17\tabularnewline +Robinson2018\tabularnewline +Bennett2018\tabularnewline +Adedoja2018b\_baseZone+Adedoja2018b\_MidZone+Adedoja2018b\_HighZone+Adedoja2018b\_PeakZone\tabularnewline +Adedoja2019\tabularnewline +CordenizPicanco2018\_NatFor\tabularnewline +CordenizPicanco2018\_NatVeg\tabularnewline +CordenizPicanco2018\_ExoFor\tabularnewline +CordenizPicanco2018\_SemiPast\tabularnewline +CordenizPicanco2018\_IntPast\tabularnewline +Benadi2018\tabularnewline +Hackett2019\_NZ\_salt\_marsh+Hackett2019\_NZ\_sand\_dune+Hackett2019\_NZ\_scrub\_coprosma\tabularnewline +Hackett2019\_UK\_sand\_dune+Hackett2019\_UK\_grassland+Hackett2019\_UK\_heathland+Hackett2019\_UK\_woodland+Hackett2019\_UK\_salt\_marsh+Hackett2019\_UK\_scrub\tabularnewline +Oleques2019\tabularnewline +Biella2019\tabularnewline +Jolls2019\tabularnewline +Nel2017\tabularnewline +Villalobos2019\tabularnewline +LaraRomero2019\_blanca+LaraRomero2019\_rajada+LaraRomero2019\_refugio+LaraRomero2019\_torre\tabularnewline +Traveset2013\_Fernandina\tabularnewline +Traveset2013\_Pinta\tabularnewline +Traveset2013\_Santiago\tabularnewline +Traveset2013\_SantaCruz\tabularnewline +Traveset2013\_SanCristobal\tabularnewline +Ferrero2013\tabularnewline +Simanonok2014\tabularnewline +Son2019\_a1+Son2019\_a2+Son2019\_a3+Son2019\_a4+Son2019\_a5+Son2019\_a6+Son2019\_a7+Son2019\_a8+Son2019\_F1+Son2019\_F2+Son2019\_F3+Son2019\_F4+Son2019\_F5+Son2019\_F6+Son2019\_F7+Son2019\_F8\tabularnewline +Neli2014\tabularnewline +Sritongchuay2019\_near+Sritongchuay2019\_far\tabularnewline +Baldock2019\_Bristol\tabularnewline +Baldock2019\_Edinburgh\tabularnewline +Baldock2019\_Leeds\tabularnewline +Baldock2019\_Reading\tabularnewline +\bottomrule +\end{longtable} Et voici donc les valeurs numériques pour les \(\alpha\) (paramètres de connectivité). @@ -989,11 +599,9 @@ Pour la collection 1 : \subsubsection{Répartition dans les clusters selon la taxonomie}\label{ruxe9partition-dans-les-clusters-selon-la-taxonomie-2}} -\includegraphics{presentation_dore_files/figure-latex/rho_plot_taxonomy_pollinators-1.pdf} -\includegraphics{presentation_dore_files/figure-latex/rho_plot_taxonomy_pollinators-2.pdf} +\includegraphics{figure/rho_plot_taxonomy_pollinators-1.png}\includegraphics{figure/rho_plot_taxonomy_pollinators-2.png} -\includegraphics{presentation_dore_files/figure-latex/rho_plot_taxonomy_plants-1.pdf} -\includegraphics{presentation_dore_files/figure-latex/rho_plot_taxonomy_plants-2.pdf} +\includegraphics{figure/rho_plot_taxonomy_plants-1.png}\includegraphics{figure/rho_plot_taxonomy_plants-2.png} \hypertarget{clustering-avec-le-moduxe8le-pirho}{% \subsection{Clustering avec le modèle @@ -1006,457 +614,365 @@ Pour la collection 1 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-1.pdf} +\includegraphics{figure/pirho_meso_plot-1.png} \caption{Collection 1 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -arroyo1982\_1+arroyo1982\_2+arroyo3\\ -\hline -dupont2003\\ -\hline -petanidou1991\\ -\hline -Aizen2008\_Challhuaco\_U+Aizen2008\_Challhuaco\_D\\ -\hline -Aizen2008\_Llao-llao\_U+Aizen2008\_Llao-llao\_D\\ -\hline -Jedrzejewska2013\_Ochata+Jedrzejewska2013\_Kabaty\\ -\hline -Pinheiro2008\\ -\hline -Souza\_pantanal\\ -\hline -Robinson2018\\ -\hline -Jolls2019\\ -\hline -Traveset2013\_Fernandina\\ -\hline -Baldock2019\_Leeds\\ -\hline -Baldock2019\_Reading\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +arroyo1982\_1+arroyo1982\_2+arroyo3\tabularnewline +dupont2003\tabularnewline +petanidou1991\tabularnewline +Aizen2008\_Challhuaco\_U+Aizen2008\_Challhuaco\_D\tabularnewline +Aizen2008\_Llao-llao\_U+Aizen2008\_Llao-llao\_D\tabularnewline +Jedrzejewska2013\_Ochata+Jedrzejewska2013\_Kabaty\tabularnewline +Pinheiro2008\tabularnewline +Souza\_pantanal\tabularnewline +Robinson2018\tabularnewline +Jolls2019\tabularnewline +Traveset2013\_Fernandina\tabularnewline +Baldock2019\_Leeds\tabularnewline +Baldock2019\_Reading\tabularnewline +\bottomrule +\end{longtable} Pour la collection 2 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-2.pdf} +\includegraphics{figure/pirho_meso_plot-2.png} \caption{Collection 2 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -Benadi2013\_3(1340m)\\ -\hline -Trojelsgaard2015\_La Gomera\\ -\hline -CordenizPicanco2018\_SemiPast\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +Benadi2013\_3(1340m)\tabularnewline +Trojelsgaard2015\_La Gomera\tabularnewline +CordenizPicanco2018\_SemiPast\tabularnewline +\bottomrule +\end{longtable} Pour la collection 3 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-3.pdf} +\includegraphics{figure/pirho_meso_plot-3.png} \caption{Collection 3 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -Kato2000\\ -\hline -Freitas2006\\ -\hline -Inoue1990\\ -\hline -Souza\_cerrado\\ -\hline -Adedoja2019\\ -\hline -Baldock2019\_Bristol\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +Kato2000\tabularnewline +Freitas2006\tabularnewline +Inoue1990\tabularnewline +Souza\_cerrado\tabularnewline +Adedoja2019\tabularnewline +Baldock2019\_Bristol\tabularnewline +\bottomrule +\end{longtable} Pour la collection 4 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-4.pdf} +\includegraphics{figure/pirho_meso_plot-4.png} \caption{Collection 4 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -Aizen2008\_Puerto Blest\_U+Aizen2008\_Puerto Blest\_D\\ -\hline -LemusJimenez2003\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +Aizen2008\_Puerto Blest\_U+Aizen2008\_Puerto Blest\_D\tabularnewline +LemusJimenez2003\tabularnewline +\bottomrule +\end{longtable} Pour la collection 5 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-5.pdf} +\includegraphics{figure/pirho_meso_plot-5.png} \caption{Collection 5 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -inouye1988\\ -\hline -Junker2013\\ -\hline -Kehinde2014\_Joostenberg\_Conv+Kehinde2014\_Joostenberg\_Org+Kehinde2014\_Joostenberg\_Nat+Kehinde2014\_Laibach\_Conv+Kehinde2014\_Laibach\_Org+Kehinde2014\_Laibach\_Nat+Kehinde2014\_Spier\_Conv+Kehinde2014\_Spier\_Nat\\ -\hline -Watts2016\_Chicon+Watts2016\_Mantanay+Watts2016\_Choquebamba+Watts2016\_Huaran+Watts2016\_Piscacucho+Watts2016\_Poques+Watts2016\_Pumamarca+Watts2016\_Tiaparo+Watts2016\_Yanacocha\\ -\hline -Kakutani1990\\ -\hline -Fragoso\_RA1+Fragoso\_RD2\\ -\hline -Souza\_chaco\\ -\hline -Oleques2019\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +inouye1988\tabularnewline +Junker2013\tabularnewline +Kehinde2014\_Joostenberg\_Conv+Kehinde2014\_Joostenberg\_Org+Kehinde2014\_Joostenberg\_Nat+Kehinde2014\_Laibach\_Conv+Kehinde2014\_Laibach\_Org+Kehinde2014\_Laibach\_Nat+Kehinde2014\_Spier\_Conv+Kehinde2014\_Spier\_Nat\tabularnewline +Watts2016\_Chicon+Watts2016\_Mantanay+Watts2016\_Choquebamba+Watts2016\_Huaran+Watts2016\_Piscacucho+Watts2016\_Poques+Watts2016\_Pumamarca+Watts2016\_Tiaparo+Watts2016\_Yanacocha\tabularnewline +Kakutani1990\tabularnewline +Fragoso\_RA1+Fragoso\_RD2\tabularnewline +Souza\_chaco\tabularnewline +Oleques2019\tabularnewline +\bottomrule +\end{longtable} Pour la collection 6 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-6.pdf} +\includegraphics{figure/pirho_meso_plot-6.png} \caption{Collection 6 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -medan2002ld\\ -\hline -small1976\\ -\hline -smith-ramirez2005\\ -\hline -Benadi2013\_1(950m)+Benadi2013\_2(1170m)+Benadi2013\_6(2020m)\\ -\hline -Shay2016\\ -\hline -Aizen2008\_Cerro Otto\_U+Aizen2008\_Cerro Otto\_D\\ -\hline -Lundgren2005\\ -\hline -Zackenberg\\ -\hline -Carstensen\_Gigante+Carstensen\_Paulino+Carstensen\_Tinkerbell+Carstensen\_Midway+Carstensen\_Cedro+Carstensen\_Elefante+Carstensen\_Soizig\\ -\hline -Welti\_ID+Welti\_K1B+Welti\_K4A+Welti\_4B+Welti\_20B+Welti\_20C+Welti\_N1A+Welti\_N1B+Welti\_N4A+Welti\_N4B+Welti\_N20A+Welti\_N20B\\ -\hline -Bennett2018\\ -\hline -CordenizPicanco2018\_NatFor\\ -\hline -CordenizPicanco2018\_ExoFor\\ -\hline -CordenizPicanco2018\_IntPast\\ -\hline -Benadi2018\\ -\hline -Villalobos2019\\ -\hline -Traveset2013\_Santiago\\ -\hline -Traveset2013\_SantaCruz\\ -\hline -Son2019\_a1+Son2019\_a2+Son2019\_a3+Son2019\_a4+Son2019\_a5+Son2019\_a6+Son2019\_a7+Son2019\_a8+Son2019\_F1+Son2019\_F2+Son2019\_F3+Son2019\_F4+Son2019\_F5+Son2019\_F6+Son2019\_F7+Son2019\_F8\\ -\hline -Sritongchuay2019\_near+Sritongchuay2019\_far\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +medan2002ld\tabularnewline +small1976\tabularnewline +smith-ramirez2005\tabularnewline +Benadi2013\_1(950m)+Benadi2013\_2(1170m)+Benadi2013\_6(2020m)\tabularnewline +Shay2016\tabularnewline +Aizen2008\_Cerro Otto\_U+Aizen2008\_Cerro Otto\_D\tabularnewline +Lundgren2005\tabularnewline +Zackenberg\tabularnewline +Carstensen\_Gigante+Carstensen\_Paulino+Carstensen\_Tinkerbell+Carstensen\_Midway+Carstensen\_Cedro+Carstensen\_Elefante+Carstensen\_Soizig\tabularnewline +Welti\_ID+Welti\_K1B+Welti\_K4A+Welti\_4B+Welti\_20B+Welti\_20C+Welti\_N1A+Welti\_N1B+Welti\_N4A+Welti\_N4B+Welti\_N20A+Welti\_N20B\tabularnewline +Bennett2018\tabularnewline +CordenizPicanco2018\_NatFor\tabularnewline +CordenizPicanco2018\_ExoFor\tabularnewline +CordenizPicanco2018\_IntPast\tabularnewline +Benadi2018\tabularnewline +Villalobos2019\tabularnewline +Traveset2013\_Santiago\tabularnewline +Traveset2013\_SantaCruz\tabularnewline +Son2019\_a1+Son2019\_a2+Son2019\_a3+Son2019\_a4+Son2019\_a5+Son2019\_a6+Son2019\_a7+Son2019\_a8+Son2019\_F1+Son2019\_F2+Son2019\_F3+Son2019\_F4+Son2019\_F5+Son2019\_F6+Son2019\_F7+Son2019\_F8\tabularnewline +Sritongchuay2019\_near+Sritongchuay2019\_far\tabularnewline +\bottomrule +\end{longtable} Pour la collection 7 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-7.pdf} +\includegraphics{figure/pirho_meso_plot-7.png} \caption{Collection 7 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -medan2002rb\\ -\hline -olensen2002flo\\ -\hline -vazquez2002\\ -\hline -Trojelsgaard2015\_Gran Canaria\\ -\hline -Trojelsgaard2015\_Western Sahara\\ -\hline -LaraRomero2019\_blanca+LaraRomero2019\_rajada+LaraRomero2019\_refugio+LaraRomero2019\_torre\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +medan2002rb\tabularnewline +olensen2002flo\tabularnewline +vazquez2002\tabularnewline +Trojelsgaard2015\_Gran Canaria\tabularnewline +Trojelsgaard2015\_Western Sahara\tabularnewline +LaraRomero2019\_blanca+LaraRomero2019\_rajada+LaraRomero2019\_refugio+LaraRomero2019\_torre\tabularnewline +\bottomrule +\end{longtable} Pour la collection 8 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-8.pdf} +\includegraphics{figure/pirho_meso_plot-8.png} \caption{Collection 8 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -Weiner2011\\ -\hline -Kaiser\_control+Kaiser\_restored\\ -\hline -Gilarranz2014\_amarante+Gilarranz2014\_barrosa+Gilarranz2014\_cincocerros+Gilarranz2014\_difuntito+Gilarranz2014\_difuntos+Gilarranz2014\_elmorro+Gilarranz2014\_labrava+Gilarranz2014\_lachata+Gilarranz2014\_lapaja+Gilarranz2014\_piedraalta+Gilarranz2014\_vigilancia+Gilarranz2014\_volcan\\ -\hline -Kaiser-Bunbury2017\_Bernica+Kaiser-Bunbury2017\_Casse-dent+Kaiser-Bunbury2017\_Copolia+Kaiser-Bunbury2017\_La-Reserve+Kaiser-Bunbury2017\_Rosebelle+Kaiser-Bunbury2017\_Salazie+Kaiser-Bunbury2017\_Tea-Plantation+Kaiser-Bunbury2017\_Trois-Freres\\ -\hline -Fang2012\\ -\hline -Gibson2006\_SG\\ -\hline -Gibson2006\_TA1\\ -\hline -Trojelsgaard2015\_Fuerteventura\\ -\hline -Pfeiffer\_CNE+Pfeiffer\_CNM+Pfeiffer\_CNT+Pfeiffer\_CPB+Pfeiffer\_CPM+Pfeiffer\_CPR+Pfeiffer\_CPS+Pfeiffer\_M2+Pfeiffer\_RP1+Pfeiffer\_RP2+Pfeiffer\_LM+Pfeiffer\_LO+Pfeiffer\_BD+Pfeiffer\_BH+Pfeiffer\_BS\\ -\hline -Biella2019\\ -\hline -Nel2017\\ -\hline -Ferrero2013\\ -\hline -Neli2014\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +Weiner2011\tabularnewline +Kaiser\_control+Kaiser\_restored\tabularnewline +Gilarranz2014\_amarante+Gilarranz2014\_barrosa+Gilarranz2014\_cincocerros+Gilarranz2014\_difuntito+Gilarranz2014\_difuntos+Gilarranz2014\_elmorro+Gilarranz2014\_labrava+Gilarranz2014\_lachata+Gilarranz2014\_lapaja+Gilarranz2014\_piedraalta+Gilarranz2014\_vigilancia+Gilarranz2014\_volcan\tabularnewline +Kaiser-Bunbury2017\_Bernica+Kaiser-Bunbury2017\_Casse-dent+Kaiser-Bunbury2017\_Copolia+Kaiser-Bunbury2017\_La-Reserve+Kaiser-Bunbury2017\_Rosebelle+Kaiser-Bunbury2017\_Salazie+Kaiser-Bunbury2017\_Tea-Plantation+Kaiser-Bunbury2017\_Trois-Freres\tabularnewline +Fang2012\tabularnewline +Gibson2006\_SG\tabularnewline +Gibson2006\_TA1\tabularnewline +Trojelsgaard2015\_Fuerteventura\tabularnewline +Pfeiffer\_CNE+Pfeiffer\_CNM+Pfeiffer\_CNT+Pfeiffer\_CPB+Pfeiffer\_CPM+Pfeiffer\_CPR+Pfeiffer\_CPS+Pfeiffer\_M2+Pfeiffer\_RP1+Pfeiffer\_RP2+Pfeiffer\_LM+Pfeiffer\_LO+Pfeiffer\_BD+Pfeiffer\_BH+Pfeiffer\_BS\tabularnewline +Biella2019\tabularnewline +Nel2017\tabularnewline +Ferrero2013\tabularnewline +Neli2014\tabularnewline +\bottomrule +\end{longtable} Pour la collection 9 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-9.pdf} +\includegraphics{figure/pirho_meso_plot-9.png} \caption{Collection 9 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -eberling1999\\ -\hline -ramirez1992\\ -\hline -Struck1994\\ -\hline -Albrecht2010\_49yr+Albrecht2010\_63yr+Albrecht2010\_84yr+Albrecht2010\_109yr+Albrecht2010\_130yr\\ -\hline -Devoto2005\_PP+Devoto2005\_AP\\ -\hline -Devoto2005\_VT\\ -\hline -Gibson2006\_TA2\\ -\hline -MonteroCastano2017\_Albufera+MonteroCastano2017\_Llimpa+MonteroCastano2017\_Tirant\\ -\hline -Yoshihara2008\\ -\hline -PopicThesis\\ -\hline -Orford\_B1+Orford\_B2+Orford\_B3+Orford\_B4+Orford\_B5+Orford\_B10\\ -\hline -Souza\_vereda\\ -\hline -Adedoja2018b\_baseZone+Adedoja2018b\_MidZone+Adedoja2018b\_HighZone+Adedoja2018b\_PeakZone\\ -\hline -Hackett2019\_NZ\_salt\_marsh+Hackett2019\_NZ\_sand\_dune+Hackett2019\_NZ\_scrub\_coprosma\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +eberling1999\tabularnewline +ramirez1992\tabularnewline +Struck1994\tabularnewline +Albrecht2010\_49yr+Albrecht2010\_63yr+Albrecht2010\_84yr+Albrecht2010\_109yr+Albrecht2010\_130yr\tabularnewline +Devoto2005\_PP+Devoto2005\_AP\tabularnewline +Devoto2005\_VT\tabularnewline +Gibson2006\_TA2\tabularnewline +MonteroCastano2017\_Albufera+MonteroCastano2017\_Llimpa+MonteroCastano2017\_Tirant\tabularnewline +Yoshihara2008\tabularnewline +PopicThesis\tabularnewline +Orford\_B1+Orford\_B2+Orford\_B3+Orford\_B4+Orford\_B5+Orford\_B10\tabularnewline +Souza\_vereda\tabularnewline +Adedoja2018b\_baseZone+Adedoja2018b\_MidZone+Adedoja2018b\_HighZone+Adedoja2018b\_PeakZone\tabularnewline +Hackett2019\_NZ\_salt\_marsh+Hackett2019\_NZ\_sand\_dune+Hackett2019\_NZ\_scrub\_coprosma\tabularnewline +\bottomrule +\end{longtable} Pour la collection 10 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-10.pdf} +\includegraphics{figure/pirho_meso_plot-10.png} \caption{Collection 10 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -herrera1988\\ -\hline -Burkle2013\\ -\hline -bartomeus2008\\ -\hline -Olito-Fox2014\\ -\hline -Benadi2013\_4(1700m)+Benadi2013\_5(1800m)\\ -\hline -Baldock2011\_TB+Baldock2011\_JN\\ -\hline -Chamberlain\_HLU+Chamberlain\_HLG+Chamberlain\_OKU+Chamberlain\_OKG+Chamberlain\_WLU+Chamberlain\_WLG+Chamberlain\_SOU+Chamberlain\_SOG\\ -\hline -Chamberlain\_Site1+Chamberlain\_Site2+Chamberlain\_Site3+Chamberlain\_Site4+Chamberlain\_Site5+Chamberlain\_Site6\\ -\hline -Devoto2005\_LQ\\ -\hline -Devoto2005\_LT+Devoto2005\_LH\\ -\hline -Devoto2005\_LL+Devoto2005\_CT\\ -\hline -Dupont2009\_IsenBjerg+Dupont2009\_Other\\ -\hline -Gibson2006\_GA1\\ -\hline -LaraRomero2016\_pe?alara\_EP+LaraRomero2016\_pe?alara\_PA+LaraRomero2016\_nevero\_EP+LaraRomero2016\_nevero\_PA\\ -\hline -Marrero2013\\ -\hline -Trojelsgaard2015\_Tenerife Teno Bajo+Trojelsgaard2015\_Tenerife Fasnia\\ -\hline -Vanbergen2013\_balfarm+Vanbergen2013\_bridgend+Vanbergen2013\_dalhaikie+Vanbergen2013\_netherton+Vanbergen2013\_backhill+Vanbergen2013\_corntulloch+Vanbergen2013\_allancreich\\ -\hline -Fragoso\_RA2+Fragoso\_RA3+Fragoso\_RD1+Fragoso\_RD3\\ -\hline -Pornon2017\\ -\hline -Orford\_B6+Orford\_B7+Orford\_B8+Orford\_B9\\ -\hline -Blumel2016\\ -\hline -Kantsa2018\\ -\hline -Grass2013\_1+Grass2013\_2+Grass2013\_3+Grass2013\_4+Grass2013\_5+Grass2013\_6+Grass2013\_7+Grass2013\_8+Grass2013\_9+Grass2013\_10+Grass2013\_11+Grass2013\_12+Grass2013\_13+Grass2013\_14+Grass2013\_15+Grass2013\_16+Grass2013\_17\\ -\hline -CordenizPicanco2018\_NatVeg\\ -\hline -Hackett2019\_UK\_sand\_dune+Hackett2019\_UK\_grassland+Hackett2019\_UK\_heathland+Hackett2019\_UK\_woodland+Hackett2019\_UK\_salt\_marsh+Hackett2019\_UK\_scrub\\ -\hline -Traveset2013\_Pinta\\ -\hline -Traveset2013\_SanCristobal\\ -\hline -Simanonok2014\\ -\hline -Baldock2019\_Edinburgh\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +herrera1988\tabularnewline +Burkle2013\tabularnewline +bartomeus2008\tabularnewline +Olito-Fox2014\tabularnewline +Benadi2013\_4(1700m)+Benadi2013\_5(1800m)\tabularnewline +Baldock2011\_TB+Baldock2011\_JN\tabularnewline +Chamberlain\_HLU+Chamberlain\_HLG+Chamberlain\_OKU+Chamberlain\_OKG+Chamberlain\_WLU+Chamberlain\_WLG+Chamberlain\_SOU+Chamberlain\_SOG\tabularnewline +Chamberlain\_Site1+Chamberlain\_Site2+Chamberlain\_Site3+Chamberlain\_Site4+Chamberlain\_Site5+Chamberlain\_Site6\tabularnewline +Devoto2005\_LQ\tabularnewline +Devoto2005\_LT+Devoto2005\_LH\tabularnewline +Devoto2005\_LL+Devoto2005\_CT\tabularnewline +Dupont2009\_IsenBjerg+Dupont2009\_Other\tabularnewline +Gibson2006\_GA1\tabularnewline +LaraRomero2016\_pe?alara\_EP+LaraRomero2016\_pe?alara\_PA+LaraRomero2016\_nevero\_EP+LaraRomero2016\_nevero\_PA\tabularnewline +Marrero2013\tabularnewline +Trojelsgaard2015\_Tenerife Teno Bajo+Trojelsgaard2015\_Tenerife +Fasnia\tabularnewline +Vanbergen2013\_balfarm+Vanbergen2013\_bridgend+Vanbergen2013\_dalhaikie+Vanbergen2013\_netherton+Vanbergen2013\_backhill+Vanbergen2013\_corntulloch+Vanbergen2013\_allancreich\tabularnewline +Fragoso\_RA2+Fragoso\_RA3+Fragoso\_RD1+Fragoso\_RD3\tabularnewline +Pornon2017\tabularnewline +Orford\_B6+Orford\_B7+Orford\_B8+Orford\_B9\tabularnewline +Blumel2016\tabularnewline +Kantsa2018\tabularnewline +Grass2013\_1+Grass2013\_2+Grass2013\_3+Grass2013\_4+Grass2013\_5+Grass2013\_6+Grass2013\_7+Grass2013\_8+Grass2013\_9+Grass2013\_10+Grass2013\_11+Grass2013\_12+Grass2013\_13+Grass2013\_14+Grass2013\_15+Grass2013\_16+Grass2013\_17\tabularnewline +CordenizPicanco2018\_NatVeg\tabularnewline +Hackett2019\_UK\_sand\_dune+Hackett2019\_UK\_grassland+Hackett2019\_UK\_heathland+Hackett2019\_UK\_woodland+Hackett2019\_UK\_salt\_marsh+Hackett2019\_UK\_scrub\tabularnewline +Traveset2013\_Pinta\tabularnewline +Traveset2013\_SanCristobal\tabularnewline +Simanonok2014\tabularnewline +Baldock2019\_Edinburgh\tabularnewline +\bottomrule +\end{longtable} Pour la collection 11 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-11.pdf} +\includegraphics{figure/pirho_meso_plot-11.png} \caption{Collection 11 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -kato1990\\ -\hline -ramirez1989\\ -\hline -Kato1993\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +kato1990\tabularnewline +ramirez1989\tabularnewline +Kato1993\tabularnewline +\bottomrule +\end{longtable} Pour la collection 12 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-12.pdf} +\includegraphics{figure/pirho_meso_plot-12.png} \caption{Collection 12 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -Chamberlain\_cr1+Chamberlain\_cr2+Chamberlain\_fs1+Chamberlain\_fs2+Chamberlain\_go1+Chamberlain\_go2+Chamberlain\_mm1+Chamberlain\_mm2+Chamberlain\_mz1+Chamberlain\_mz2+Chamberlain\_sm1+Chamberlain\_sm2\\ -\hline -Dattilo2016\\ -\hline -KatoMiura1996\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +Chamberlain\_cr1+Chamberlain\_cr2+Chamberlain\_fs1+Chamberlain\_fs2+Chamberlain\_go1+Chamberlain\_go2+Chamberlain\_mm1+Chamberlain\_mm2+Chamberlain\_mz1+Chamberlain\_mz2+Chamberlain\_sm1+Chamberlain\_sm2\tabularnewline +Dattilo2016\tabularnewline +KatoMiura1996\tabularnewline +\bottomrule +\end{longtable} Pour la collection 13 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-13.pdf} +\includegraphics{figure/pirho_meso_plot-13.png} \caption{Collection 13 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -olensen2002aig\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +olensen2002aig\tabularnewline +\bottomrule +\end{longtable} Pour la collection 14 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-14.pdf} +\includegraphics{figure/pirho_meso_plot-14.png} \caption{Collection 14 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -Trojelsgaard2015\_El Hierro\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +Trojelsgaard2015\_El Hierro\tabularnewline +\bottomrule +\end{longtable} Pour la collection 15 \begin{figure} \centering -\includegraphics{presentation_dore_files/figure-latex/pirho_meso_plot-15.pdf} +\includegraphics{figure/pirho_meso_plot-15.png} \caption{Collection 15 - pirho} \end{figure} -\begin{tabular}{l} -\hline -Networks\\ -\hline -Gibson2006\_GA2\\ -\hline -\end{tabular} +\begin{longtable}[]{@{}l@{}} +\toprule +Networks\tabularnewline +\midrule +\endhead +Gibson2006\_GA2\tabularnewline +\bottomrule +\end{longtable} Et voici donc les valeurs numériques pour les \(\alpha\) (paramètres de connectivité). @@ -1494,10 +1010,6 @@ Pour la collection 15 : \subsubsection{Répartition dans les clusters selon la taxonomie}\label{ruxe9partition-dans-les-clusters-selon-la-taxonomie-3}} -\includegraphics{presentation_dore_files/figure-latex/pirho_plot_taxonomy_pollinators-1.pdf} -\includegraphics{presentation_dore_files/figure-latex/pirho_plot_taxonomy_pollinators-2.pdf} +\includegraphics{figure/pirho_plot_taxonomy_pollinators-1.png}\includegraphics{figure/pirho_plot_taxonomy_pollinators-2.png} -\includegraphics{presentation_dore_files/figure-latex/pirho_plot_taxonomy_plants-1.pdf} -\includegraphics{presentation_dore_files/figure-latex/pirho_plot_taxonomy_plants-2.pdf} - -\end{document} +\includegraphics{figure/pirho_plot_taxonomy_plants-1.png}\includegraphics{figure/pirho_plot_taxonomy_plants-2.png} diff --git a/Rcodes/simulation/inference_analyze.R b/Rcodes/simulation/inference_analyze.R index bebac5a..7e0a44f 100644 --- a/Rcodes/simulation/inference_analyze.R +++ b/Rcodes/simulation/inference_analyze.R @@ -1,6 +1,6 @@ require("ggplot2") filenames <- list.files( - path = "./simulation/data/", + path = "./Rcodes/simulation/data/", pattern = "inference_testing_2023-05*", full.names = TRUE ) diff --git a/Rcodes/simulation/inference_analyze.Rmd b/Rcodes/simulation/inference_analyze.Rmd new file mode 100644 index 0000000..e69de29 diff --git a/Rcodes/simulation/inference_check.R b/Rcodes/simulation/inference_check.R index 1692919..a3dbb7b 100644 --- a/Rcodes/simulation/inference_check.R +++ b/Rcodes/simulation/inference_check.R @@ -1,7 +1,7 @@ require("bettermc") require("gtools") require("tictoc") -devtools::load_all("R/") +require("colSBM") # Network param nr <- 120 @@ -16,13 +16,13 @@ base_pi1 <- c(0.2, 0.4, 0.4, 0) rho1 <- rep(0.25, 4) pi2 <- rep(0.25, 4) -base_rho2 <- c(0, 1/3, 1/3, 1/3) +base_rho2 <- c(0, 1 / 3, 1 / 3, 1 / 3) pi1 <- matrix(unlist(combinat::permn(base_pi1)), byrow = TRUE, ncol = 4) -pi1 <- pi1[!duplicated(pi1), ][1:4, ] +pi1 <- pi1[!duplicated(pi1), ] rho2 <- matrix(unlist(combinat::permn(base_rho2)), byrow = TRUE, ncol = 4) -rho2 <- rho2[!duplicated(rho2),] +rho2 <- rho2[!duplicated(rho2), ] repetition <- seq.int(3) @@ -30,8 +30,10 @@ conditions <- tidyr::crossing(epsilon_alpha, pi1, rho2, repetition) # Filter conditions to prevent the same blocks from being empty conditions <- conditions[ - !apply(conditions$pi1[, 1:4] == 0 & conditions$rho2[, 1:4] == 0, - 1, any), + !apply( + conditions$pi1[, 1:4] == 0 & conditions$rho2[, 1:4] == 0, + 1, any + ), ] # To speed up computations and debug adding an argument based selection @@ -58,18 +60,20 @@ if (arg[2] > nrow(conditions) | arg[2] < 1) { choosed_conditions <- seq.int(from = arg[1], to = arg[2]) -conditions <- conditions[choosed_conditions,] +conditions <- conditions[choosed_conditions, ] tic() results <- bettermc::mclapply(seq_len(nrow(conditions)), function(s) { - ea <- conditions[s,]$epsilon_alpha + ea <- conditions[s, ]$epsilon_alpha current_pi1 <- conditions[s, ]$pi1 - current_rho2 <- conditions[s,]$rho2 - - current_alpha <- base_alpha + matrix(c( - 3 * ea, 2 * ea, ea, -ea, - 2 * ea, 2 * ea, - ea, ea, - ea, - ea, ea, 2 * ea, - - ea, ea, 2 * ea, 0), + current_rho2 <- conditions[s, ]$rho2 + + current_alpha <- base_alpha + matrix( + c( + 3 * ea, 2 * ea, ea, -ea, + 2 * ea, 2 * ea, -ea, ea, + ea, -ea, ea, 2 * ea, + -ea, ea, 2 * ea, 0 + ), byrow = TRUE, nrow = 4, ncol = 4 ) @@ -78,25 +82,25 @@ results <- bettermc::mclapply(seq_len(nrow(conditions)), function(s) { Cpi2 <- matrix(c(rho1, current_rho2), byrow = TRUE, nrow = M) > 0 netlist_generated <- list( - generate_bipartite_network( + generate_bipartite_collection( nr, nc, conditions[s, ]$pi1, rho1, - current_alpha - ), - generate_bipartite_network( + current_alpha, M = 1, return_memberships = TRUE + )[[1]], + generate_bipartite_collection( nr, nc, pi2, conditions[s, ]$rho2, - current_alpha - ) + current_alpha, M = 1, return_memberships = TRUE + )[[1]] ) netlist <- lapply(seq_along(netlist_generated), function(m) { return(netlist_generated[[m]]$incidence_matrix) }) row_clusterings <- lapply(seq_along(netlist_generated), function(m) { - return(netlist_generated[[m]]$row_clustering) + return(netlist_generated[[m]]$row_blockmemberships) }) col_clusterings <- lapply(seq_along(netlist_generated), function(m) { - return(netlist_generated[[m]]$col_clustering) + return(netlist_generated[[m]]$col_blockmemberships) }) full_row_clustering <- as.vector(sapply( @@ -112,7 +116,7 @@ results <- bettermc::mclapply(seq_len(nrow(conditions)), function(s) { fitted_bisbmpop_iid <- estimate_colBiSBM( netlist = netlist, colsbm_model = "iid", - nb_run = 1, + nb_run = 1, silent_parallelization = TRUE, global_opts = list( verbosity = 0, @@ -124,7 +128,7 @@ results <- bettermc::mclapply(seq_len(nrow(conditions)), function(s) { fitted_bisbmpop_pi <- estimate_colBiSBM( netlist = netlist, colsbm_model = "pi", - nb_run = 1, + nb_run = 1, silent_parallelization = TRUE, global_opts = list( verbosity = 0, @@ -136,7 +140,7 @@ results <- bettermc::mclapply(seq_len(nrow(conditions)), function(s) { fitted_bisbmpop_rho <- estimate_colBiSBM( netlist = netlist, colsbm_model = "rho", - nb_run = 1, + nb_run = 1, silent_parallelization = TRUE, global_opts = list( verbosity = 0, @@ -148,7 +152,7 @@ results <- bettermc::mclapply(seq_len(nrow(conditions)), function(s) { fitted_bisbmpop_pirho <- estimate_colBiSBM( netlist = netlist, colsbm_model = "pirho", - nb_run = 1, + nb_run = 1, silent_parallelization = TRUE, global_opts = list( verbosity = 0, diff --git a/Rcodes/simulation/model_selection_analyze.R b/Rcodes/simulation/model_selection_analyze.R index 750b3f3..ca47682 100644 --- a/Rcodes/simulation/model_selection_analyze.R +++ b/Rcodes/simulation/model_selection_analyze.R @@ -1,6 +1,6 @@ require("ggplot2") filenames <- list.files( - path = "./simulation/data/", + path = "./Rcodes/simulation/data/", pattern = "model_selection_check_batch_15mai_3_rep_", full.names = TRUE ) diff --git a/figure/Annual_timespan_plot-1.png b/figure/Annual_timespan_plot-1.png new file mode 100644 index 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0000000..15bf796 --- /dev/null +++ b/presentation_UMR.tex @@ -0,0 +1,66 @@ +\section{Présentation} +L'UMR MIA Paris-Saclay est une entité de recherche qui regroupe des +statisticiens et des informaticiens spécialisés dans la modélisation et +l'apprentissage statistique et informatique appliqués à la biologie, l'écologie, +l'environnement, l'agronomie et l'agro-alimentaire. Elle est affiliée à +AgroParisTech, INRAE et l'Université Paris Saclay. + +Les membres de cette unité possèdent des compétences variées en matière de +méthodes d'inférence statistique, telles que les modèles complexes, les modèles +à variables latentes, l'inférence bayésienne, l'apprentissage et la sélection de +modèle. Ils sont également experts en algorithmique, notamment en +généralisation, transfert de domaine et représentation des connaissances. + +L'objectif de cette unité est de développer des méthodes statistiques et +informatiques originales, à la fois génériques et motivées par des +problématiques spécifiques dans le domaine des sciences du vivant. Les activités +de recherche s'appuient sur une solide culture dans les disciplines cibles, +telles que l'écologie, l'environnement, l'agro-alimentaire, la biologie +moléculaire et la biologie des systèmes. + +L'unité est structurée en deux équipes de recherche : SOLsTIS (Statistical +mOdelling and Learning for environnemenT and lIfe Sciences) et EkINocs (Expert +Knowledge, INteractive modellINg and learnINg for understandINg and decisiOn +makINg in dINamic Complexe Systems). + +Elle est rattachée au département MATHNUM d'INRAE et au département MMIP +d'AgroParisTech. + +Les responsables au sein de l'unité sont : Julien Chiquet en tant que Directeur +d'unité, Sophie Donnet en tant que Directrice d'unité adjointe, Antoine +Cornuéjols en tant que Responsable de l'équipe EkINocs, et Sophie Donnet +et Pierre Barbillon en tant que Responsables de l'équipe SOLsTIS. +\newline +\emph{Source:~\cite{AccueilMIAParisSaclay}}\\ +La figure \ref{fig:organigramme-umr} présente l'organigramme complet de l'unité. + +\begin{sidewaysfigure}[h!] + \begin{center} + % \includegraphics[scale=0.4]{img/Organigramme_MIA-Paris-Saclay} + \includesvg[scale=0.6]{img/Organigramme_MIA-Paris-Saclay.svg} + \caption{Organigramme de l'UMR} + \label{fig:organigramme-umr} + \end{center} +\end{sidewaysfigure} + +\section{Encadrement et vie en stage} + +Au cours de mon stage, j'étais encadré par Pierre Barbillon et fréquemment en +discussion avec lui et Saint-Clair Chabert-Liddell dont j'ai poursuivi les +travaux. + +Le contexte de travail, au sein des ingénieurs d'études, des doctorants, des +chercheurs et des maîtres de conférences, a été pour moi très enrichissant. Ce +stage s'inscrit dans la construction de mon parcours professionnel en validant +le désir que je présentais de faire de la recherche. + +J'ai particulièrement apprécié la disponibilité de toutes les personnes de +l'unité qui n'ont jamais hésité à se rendre disponible pour répondre à mes +questions. +Les nombreux séminaires et le désir de partage de connaissances à travers des +formations internes et de l'auto-formation m'a vraiment plu et m'a ouvert à de +nouvelles problématiques passionnantes. +De plus j'ai beaucoup progressé dans les domaines abordés pendant mon +stage, et cela m'a rendu confiant dans le choix de faire le +master \emph{MathSV} pour l'année scolaire 2023-2024. 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