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Theoretical Ecology Lab @ Uni Regensburg @TheoEcolUR

PI: @florianhartig uni-regensburg.de/biologie-vorkl… Regensburg, Germany Joined December 2018
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Theoretical Ecology Lab @ Uni Regensburg retweeted
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Florian Hartig @florianhartig

a week ago

Great to see our study on fitting a dynamic range model for birds led by Anne Malchow during her PhD at @ZurellLab now available at @ESAApplications. The #Bayesian Model calibration uses the BayesianTools #Rstats package cran.r-project.org/web/packages/B…

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Macroecology lab @unipotsdam @ZurellLab

a week ago

Great to see our study on fitting a dynamic range model for birds led by Anne Malchow during her PhD at @ZurellLab now available at @ESAApplications. The #Bayesian Model calibration uses the BayesianTools #Rstats package cran.r-project.org/web/packages/B…

Theoretical Ecology Lab @ Uni Regensburg retweeted
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Florian Hartig @florianhartig

a week ago

Our new study on a #Bayesian calibrating of #treeRegeneration in a process-based forest model using the BayesianTools #rstats package now out at @EGU_GMD. Led by @KaberYannek with Harald Bugmann at @ForEco_ETH. For a link to the study, see below the tweet of the first author!

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Yannek Käber @KaberYannek

a week ago

Our new study on a #Bayesian calibrating of #treeRegeneration in a process-based forest model using the BayesianTools #rstats package now out at @EGU_GMD. Led by @KaberYannek with Harald Bugmann at @ForEco_ETH. For a link to the study, see below the tweet of the first author! https://t.co/pPNrsqA35p

Theoretical Ecology Lab @ Uni Regensburg retweeted
_Max_Pichler Profile Picture

Maximilian Pichler @_Max_Pichler

2 weeks ago

cito v1.1 #rstats package for deep neural networks (#DL #DNN) (with formula syntax) is now available on #CRAN. New features include likelihoods such as the negative binomial distribution and easy hyperparameter tuning: cran.r-project.org/web/packages/c… 1/4

Theoretical Ecology Lab @ Uni Regensburg retweeted
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Lisa Hülsmann @LisaHuelsmann

2 months ago

Can complex interactions between trees and their natural enemies shape latitudinal tree diversity patterns in forests? 🌳🌍 Our article in @Nature delves into this question by comprehensively testing the Janzen-Connell hypothesis using tree mortality data nature.com/articles/s4158…

Theoretical Ecology Lab @ Uni Regensburg retweeted
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Florian Hartig @florianhartig

2 months ago

Our study "Latitudinal patterns in stabilizing density dependence of forest communities" now out in @Nature nature.com/articles/s4158… . See also tread by first author @LisaHuelsmann below

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Lisa Hülsmann @LisaHuelsmann

2 months ago

Our study "Latitudinal patterns in stabilizing density dependence of forest communities" now out in @Nature nature.com/articles/s4158… . See also tread by first author @LisaHuelsmann below https://t.co/4jXlDbXedp

Theoretical Ecology Lab @ Uni Regensburg retweeted
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Florian Hartig @florianhartig

5 months ago

Come work with us - I am looking to fill a 3-yr position for a statistical postdoc / scientific programmer to continue the development of the DHARMa #Rstats #CRAN package for #glmm residual diagnostics. Full job advertisement is here uni-regensburg.de/assets/biologi…

Theoretical Ecology Lab @ Uni Regensburg retweeted
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Florian Hartig @florianhartig

6 months ago

Our review "Novel community data in ecology-properties and prospects" now out @Trends_Ecol_Evo - 50 day free access via authors.elsevier.com/a/1i3CTcZ3WyH4T Joint work of an @idiv working group with @Jon_Chase03 @GGuillera @alex_a_bush @loic_pellissier @_Max_Pichler @Lajosy0 @ZurellLab

Theoretical Ecology Lab @ Uni Regensburg retweeted
_Max_Pichler Profile Picture

Maximilian Pichler @_Max_Pichler

7 months ago

cito v1.0.2 #rstats package for deep neural networks(#DL #DNN) is now available on #CRAN. New features include confidence intervals and p-values for #xAI metrics: cran.r-project.org/web/packages/c… @florianhartig @amesoeder

Theoretical Ecology Lab @ Uni Regensburg retweeted
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Florian Hartig @florianhartig

7 months ago

I will soon be opening a 3-yr position for a statistical postdoc / scientific programmer to continue the development of the DHARMa #Rstats #CRAN package for #glmm residual diagnostics. For more info on DHARMa, see cran.r-project.org/web/packages/D…

Theoretical Ecology Lab @ Uni Regensburg retweeted
_Max_Pichler Profile Picture

Maximilian Pichler @_Max_Pichler

10 months ago

Our new preprint " Can predictive models be used for causal inference?" with @florianhartig is now available as an @arxiv preprint at arxiv.org/abs/2306.10551. Have you ever wondered if #machinelearning and #deeplearning models can separate collinear effects?

Theoretical Ecology Lab @ Uni Regensburg retweeted
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Florian Hartig @florianhartig

a year ago

Our new preprint "A Comparison of #DeepLearning Architectures for Inferring Parameters of Diversification Models from Extant Phylogenies" led by @ismael_lajaaiti w/ Sophia Lambert @JakubVoznica and @HMorlon now available on @biorxivpreprint biorxiv.org/content/10.110…

Theoretical Ecology Lab @ Uni Regensburg retweeted
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Florian Hartig @florianhartig

2 years ago

Our review "#MachineLearning and #DeepLearning - A review for Ecologists" led by @_Max_Pichler now available as an @arxiv preprint at arxiv.org/abs/2204.05023. Our paper provides a comprehensive introduction to ML and DL including #Rstats examples.

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Theoretical Ecology Lab @ Uni Regensburg @TheoEcolUR

2 years ago

RT @florianhartig: Our new study "Climate and parameter sensitivity and induced uncertainties in carbon stock projections for European forests (using LPJ-GUESS 4.0)" led by Johannes Oberpriller now out at @EGU_GMD gmd.copernicus.org/articles/15/64… @TheoEcolUR @bl…

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Theoretical Ecology Lab @ Uni Regensburg @TheoEcolUR

2 years ago

RT @_Max_Pichler: @insectsoup @florianhartig @TheoEcolUR No, some of functionalities needed in sjSDM are not yet available in rtorch. Also, rtorch does not provide an automatic installation of the GPU dependencies like pytorch does (and the GPU installation is even worse tha…

TheoEcolUR Profile Picture

Theoretical Ecology Lab @ Uni Regensburg @TheoEcolUR

2 years ago

RT @florianhartig: I recommend checking out the new #RStats package "cito" for building and training neural networks based on #Torch via simple R syntax. Work by our MSc student Christian Amesöder with @_Max_Pichler cran.r-project.org/web/packages/c… @TheoEcolUR

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Theoretical Ecology Lab @ Uni Regensburg @TheoEcolUR

2 years ago

Our former colleague @TheresaLemar, now at LfU, is organising a foto competition "Metamorphose Moor". Unfortunately, you have to live in Bavaria to participate, but if that is the case for you, check out the details here lfu.bayern.de/natur/bayaz/ar…

Theoretical Ecology Lab @ Uni Regensburg retweeted
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Florian Hartig @florianhartig

2 years ago

I'm looking for an ecological modeller to fill a short-term (1-yr) postdoc position, ideally with prior experience in forest models and/or Bayesian model calibration. Details on the position (sorry, only in German) are available at uni-regensburg.de/assets/univers…

Theoretical Ecology Lab @ Uni Regensburg retweeted
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Florian Hartig @florianhartig

3 years ago

Our new study: "Climate-driven, but dynamic and complex? A reconciliation of competing hypotheses for species’ distributions" led by @emilylschultz and Margaret Evans now in press @Ecology_Letters - joint work with @LisaHuelsmann @DaveBreshears @record_lab onlinelibrary.wiley.com/doi/10.1111/el…

TheoEcolUR Profile Picture

Theoretical Ecology Lab @ Uni Regensburg @TheoEcolUR

3 years ago

RT @LisaHuelsmann: #treemortality is critical for projecting forest dynamics! In our new paper you find recommendations for using empirical tree mortality algorithms in DVMs, once again highlighting the importance of tree growth. Joint project of @foreco… x.com/foreco_eth/sta…

ForEco_ETH Profile Picture

Forest Ecology ETH @ForEco_ETH

3 years ago

RT @LisaHuelsmann: #treemortality is critical for projecting forest dynamics! In our new paper you find recommendations for using empirical tree mortality algorithms in DVMs, once again highlighting the importance of tree growth. Joint project of @foreco… x.com/foreco_eth/sta…

TheoEcolUR Profile Picture

Theoretical Ecology Lab @ Uni Regensburg @TheoEcolUR

3 years ago

RT @florianhartig: In our @MethodsEcolEvol paper "A new joint species distribution model for faster and more accurate inference of species associations from big community data" led by @_Max_Pichler we present a new algorithm (sjSDM) for estimating large …

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