Munoz Francois

Why incorporate plant architecture into trait-based ecology?

Marilyne Laurans, François Munoz, Tristan Charles-Dominique, Patrick Heuret, Claire Fortunel, Sandrine Isnard...

Trends in Ecology & Evolution . 39 ( 6 ) : 524-536

DOI: 10.1016/j.tree.2023.11.011

2024

Article dans une revue

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Mapping global orchid assemblages with deep learning provides novel conservation insights

Joaquim Estopinan, Maximilien Servajean, Pierre Bonnet, Alexis Joly, François Munoz

Ecological Informatics . 81 : 102627

DOI: 10.1016/j.ecoinf.2024.102627

2024

Article dans une revue

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New Automatic Identification Tools: An Aid for Botanists and Nature Managers ?

François Munoz, Pierre Bonnet

Linking with Nature in the Digital Age: Volume 1 - Communication, Environment, Science and Society SET . 9781786308580 ( 1 ) : 161-175

DOI: 10.1002/9781394297580.ch9

2024

Chapitre d'ouvrage

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Refocusing the microbial rare biosphere concept through a functional lens

Elena Litchman, Sébastien Villéger, Zinger Lucie, Jean-Christophe Auguet, Wilfried Thuiller, François Munoz...

Trends in Ecology & Evolution .

DOI: 10.1016/j.tree.2024.06.005

2024

Article dans une revue

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Links to rare climates do not translate into distinct traits for island endemics

Vanessa Cutts, Dagmar Hanz, Martha Paola Barajas-Barbosa, Franziska Schrodt, Manuel Steinbauer, Carl Beierkuhnlein...

Ecology Letters . 26 ( 4 ) : 504-515

DOI: 10.1111/ele.14169

2023

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Revisiting extinction debt through the lens of multitrophic networks and meta‐ecosystems

Grégoire Blanchard, François Munoz

Oikos . 2023 ( 3 ) : e09435

DOI: 10.1111/oik.09435

2023

Article dans une revue

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Dissecting fine root diameter distribution at the community level captures root morphological diversity

Amandine Erktan, Catherine Roumet, François Munoz

Oikos . 2023 ( 1 )

DOI: 10.1111/oik.08907

2023

Article dans une revue

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Synergizing Digital, Biological, and Participatory Sciences for Global Plant Species Identification: Enabling access to a worldwide identification service

Pierre Bonnet, Antoine Affouard, Jean-Christophe Lombardo, Mathias Chouet, Hugo Gresse, Vanessa Hequet...

Biodiversity Information Science and Standards . 7 : e112545

DOI: 10.3897/biss.7.112545

2023

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The ecological causes of functional distinctiveness in communities

François Munoz, Christopher A Klausmeier, Pierre Gaüzère, Gaurav Kandlikar, Elena Litchman, Nicolas Mouquet...

Ecology Letters . 26 ( 8 ) : 1452-1465

DOI: 10.1111/ele.14265

2023

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Avoid, tolerate, or escape? Native vegetation responses to invasion vary between functional groups

Marie Charlotte Grange, François Munoz, Marco Moretti, Sylvain Varona-Y-Varona, Julien Renaud, Marie-Pascale Colace...

Biological Invasions . 25 ( 5 ) : 1387-1401

DOI: 10.1007/s10530-022-02983-4

2023

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Disturbance‐driven alteration of patch connectivity determines local biodiversity recovery within metacommunities

Claire Jacquet, François Munoz, Núria Bonada, T. Datry, Jani Heino, Franck Jabot

Ecography . 2022 ( 12 )

DOI: 10.1111/ecog.06199

2022

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Very High Resolution Species Distribution Modeling Based on Remote Sensing Imagery: How to Capture Fine-Grained and Large-Scale Vegetation Ecology With Convolutional Neural Networks?

Benjamin Deneu, Alexis Joly, Pierre Bonnet, Maximilien Servajean, François Munoz

Frontiers in Plant Science . 13

DOI: 10.3389/fpls.2022.839279

2022

Article dans une revue

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Deep Species Distribution Modeling From Sentinel-2 Image Time-Series: A Global Scale Analysis on the Orchid Family

Joaquim Estopinan, Maximilien Servajean, Pierre Bonnet, François Munoz, Alexis Joly

Frontiers in Plant Science . 13 : 839327

DOI: 10.3389/fpls.2022.839327

2022

Article dans une revue

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How to evaluate and interpret the contribution of species turnover and interaction rewiring when comparing ecological networks?

François Munoz

Peer Community In Ecology . : 100092

DOI: 10.24072/pci.ecology.100092

2022

Autre publication

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Pl@ntNet, ten years of automatic plant identification and monitoring

Alexis Joly, Antoine Affouard, Mathias Chouet, Benjamin Deneu, Joaquim Estopinan, Hervé Goëau...

IUCN - Congrès mondial de la nature .

2021

Poster

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How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology ?

Benjamin Deneu, Alexis Joly, Pierre Bonnet, Maximilien Servajean, François Munoz

ICPR 2020 - 25th International Conference on Pattern Recognition . 12666 : 148-158

DOI: 10.1007/978-3-030-68780-9_15

2021

Acte de congrès

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The dimensionality and structure of species trait spaces

David Mouillot, Nicolas Loiseau, Matthias Grenié, Adam Algar, Michele Allegra, Marc Cadotte...

Ecology Letters . 24 ( 9 ) : 1988-2009

DOI: 10.1111/ele.13778

2021

Article dans une revue

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Designing sampling protocols for plant-pollinator interactions - timing, meteorology, flowering variations and failed captures matter

Marie Charlotte Grange, François Munoz, Marco Moretti, Sylvain Varona-Y-Varona, Julien Renaud, Marie-Pascale Colace...

Botany Letters . 168 ( 3 ) : 324-332

DOI: 10.1080/23818107.2021.1964596

2021

Article dans une revue

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Drivers of tree community assembly during tropical forest post-fire succession in anthropogenic savannas

Grégoire Blanchard, Thomas Ibanez, François Munoz, David Bruy, Christelle Hély, Jérôme Munzinger...

Perspectives in Plant Ecology, Evolution and Systematics . 52 : 125630

DOI: 10.1016/j.ppees.2021.125630

2021

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Do ecological specialization and functional traits explain the abundance–frequency relationship? Arable weeds as a case study

Guillaume Fried, Laura Armengot, Jonathan Storkey, Bérenger Bourgeois, Sabrina Gaba, Cyrille Violle...

Journal of Biogeography . 48 ( 1 ) : 37-50

DOI: 10.1111/jbi.13980

2021

Article dans une revue

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Unveiling ecological assembly rules from commonalities in trait distributions

Nicolas Gross, Yoann Le Bagousse-Pinguet, Pierre Liancourt, Hugo Saiz, Cyrille Violle, François Munoz

Ecology Letters . 24 ( 8 ) : 1668-1680

DOI: 10.1111/ele.13789

2021

Article dans une revue

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Canopy and understory tree guilds respond differently to the environment in an Indian rainforest

Sylvain Schmitt, Valérie Raevel, Maxime Réjou-Méchain, Narayanan Ayyappan, Natesan Balachandran, N. Barathan...

Journal of Vegetation Science . 32 ( 5 )

DOI: 10.1111/jvs.13075

2021

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Imprints of Past Habitat Area Reduction on Extant Taxonomic, Functional, and Phylogenetic Composition

Elizabeth Barthelemy, Claire Fortunel, Maxime Jaunatre, François Munoz

Frontiers in Ecology and Evolution . 9

DOI: 10.3389/fevo.2021.634413

2021

Article dans une revue

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Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment

Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Christophe Botella, François Munoz, Alexis Joly

PLoS Computational Biology . 17 ( 4 ) : e1008856

DOI: 10.1371/journal.pcbi.1008856

2021

Article dans une revue

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Functional biogeography of weeds reveals how anthropogenic management blurs trait–climate relationships

Bérenger Bourgeois, François Munoz, Sabrina Gaba, Pierre Denelle, Guillaume Fried, Jonathan Storkey...

Journal of Vegetation Science . 32 ( 2 ) : 1-12

DOI: 10.1111/jvs.12999

2021

Article dans une revue

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When more competitors means less harvested resource

François Munoz

Peer Community In Ecology . : 100088

DOI: 10.24072/pci.ecology.100088

2021

Autre publication

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Jointly estimating spatial sampling effort and habitat suitability for multiple species from opportunistic presence‐only data

Christophe Botella, Alexis Joly, Pierre Bonnet, François Munoz, Pascal Monestiez

Methods in Ecology and Evolution . 12 ( 5 ) : 933-945

DOI: 10.1111/2041-210X.13565

2021

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Bias in presence-only niche models related to sampling effort and species niches: Lessons for background point selection

Christophe Botella, Alexis Joly, Pascal Monestiez, Pierre Bonnet, François Munoz

PLoS ONE . 15 ( 5 ) : e0232078

DOI: 10.1371/journal.pone.0232078

2020

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Is prediction of species richness from stacked species distribution models biased by habitat saturation?

Matthias Grenié, Cyrille Violle, François Munoz

Ecological Indicators . 111 : 105970

DOI: 10.1016/j.ecolind.2019.105970

2020

Article dans une revue

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Growth trajectories, better than organ-level functional traits, reveal intraspecific response to environmental variation

François Munoz

Peer Community In Ecology . : 100041

DOI: 10.24072/pci.ecology.100041

2020

Autre publication

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Publications

Why incorporate plant architecture into trait-based ecology?

Mapping global orchid assemblages with deep learning provides novel conservation insights

New Automatic Identification Tools: An Aid for Botanists and Nature Managers ?

Refocusing the microbial rare biosphere concept through a functional lens

Links to rare climates do not translate into distinct traits for island endemics

Revisiting extinction debt through the lens of multitrophic networks and meta‐ecosystems

Dissecting fine root diameter distribution at the community level captures root morphological diversity

Synergizing Digital, Biological, and Participatory Sciences for Global Plant Species Identification: Enabling access to a worldwide identification service

The ecological causes of functional distinctiveness in communities

Avoid, tolerate, or escape? Native vegetation responses to invasion vary between functional groups

Disturbance‐driven alteration of patch connectivity determines local biodiversity recovery within metacommunities

Very High Resolution Species Distribution Modeling Based on Remote Sensing Imagery: How to Capture Fine-Grained and Large-Scale Vegetation Ecology With Convolutional Neural Networks?

Deep Species Distribution Modeling From Sentinel-2 Image Time-Series: A Global Scale Analysis on the Orchid Family

How to evaluate and interpret the contribution of species turnover and interaction rewiring when comparing ecological networks?

Pl@ntNet, ten years of automatic plant identification and monitoring

How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology ?

The dimensionality and structure of species trait spaces

Designing sampling protocols for plant-pollinator interactions - timing, meteorology, flowering variations and failed captures matter

Drivers of tree community assembly during tropical forest post-fire succession in anthropogenic savannas

Do ecological specialization and functional traits explain the abundance–frequency relationship? Arable weeds as a case study

Unveiling ecological assembly rules from commonalities in trait distributions

Canopy and understory tree guilds respond differently to the environment in an Indian rainforest

Imprints of Past Habitat Area Reduction on Extant Taxonomic, Functional, and Phylogenetic Composition

Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment

Functional biogeography of weeds reveals how anthropogenic management blurs trait–climate relationships

When more competitors means less harvested resource

Jointly estimating spatial sampling effort and habitat suitability for multiple species from opportunistic presence‐only data

Bias in presence-only niche models related to sampling effort and species niches: Lessons for background point selection

Is prediction of species richness from stacked species distribution models biased by habitat saturation?

Growth trajectories, better than organ-level functional traits, reveal intraspecific response to environmental variation