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Record W4416226921 · doi:10.1002/ppp3.70120

The role of Alpine botanical gardens in integrating germplasm bank collections and mission

2025· article· en· W4416226921 on OpenAlexaff
Marco Canella, Núria Beltrán‐Sanz, Andreas Gröger, Špela Pungaršek, Maxime Rome, Sara Natale, Costantino Bonomi, Helen Catherine Wiesinger, Andrea Mainetti, Andrea Scapin, Marco Valecic, Simone Sensato, M. Sommacal, Elena Piutti, Fabrizio Bottelli, Maria Teresa Pizzato, Anne‐Catherine Monod, Nicoletta La Rocca, Francesco Dal Grande

Bibliographic record

VenuePlants People Planet · 2025
Typearticle
Languageen
FieldPsychology
TopicAnimal and Plant Science Education
Canadian institutionsBell (Canada)
FundersUniversità degli Studi di PadovaEuropean Commission
KeywordsBiodiversityGermplasmThreatened speciesFlora (microbiology)HabitatTaxonRestoration ecology

Abstract

fetched live from OpenAlex

Societal Impact Statement This study underscores the vital role of Alpine botanical gardens (ABGs) in safeguarding Europe's alpine biodiversity amid climate change and habitat loss. By acting as living laboratories and reservoirs of plant genetic resources, ABGs bridge ex situ and in situ conservation, supporting ecosystem resilience and informing restoration strategies. Our findings reveal significant opportunities for ABGs to collaborate with germplasm banks, enhance genetic diversity in collections, and refine propagation protocols. Strengthening these integrative networks not only preserves unique alpine flora but also provides adaptive tools for conservation policies and sustainable land management in mountain regions facing rapid environmental change. Summary The Alps are one of Europe's most diverse ecosystems, but their biodiversity is threatened by climate change, habitat loss, and land‐use changes. Alpine botanical gardens (ABGs) play a crucial role in preserving plant diversity in this region. This study evaluates 14 ABGs across the Alps to assess their effectiveness in preserving the region's flora, with a particular aim to investigate how ABGs can integrate with and strengthen the conservation mission of germplasm banks. We assess representation of alpine flora in the living collections of these 14 ABGs relative to the 5797 taxa of the flora of the Alps, noting cases cultivated at the infraspecific level and examining the overlap of these collections with global germplasm banks. Our findings show that 32% of the 5797 taxa of the flora of the Alps are represented in ABGs, with some species cultivated at the infraspecific level, reflecting both ecological specializations and the expertise of ABG curators. Notably, ABGs contribute significantly to ex situ conservation, although gaps exist in certain taxonomic families and species, especially endemic and policy taxa. Many species in the living collections of ABGs are still missing from global germplasm banks. These findings highlight an opportunity for these gardens to strengthen conservation by contributing seeds and helping to grow species that are difficult to propagate, including narrow endemics. Collaboration with germplasm banks could address existing gaps in genetic diversity, with ABGs acting as field‐based experimental stations to refine propagation techniques. Overall, the importance of ABGs in both ex situ and in situ conservation strategies is underscored, urging stronger collaborations with research facilities and improved propagation protocols to optimize the conservation of alpine plants.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.104
Threshold uncertainty score0.540

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.011
GPT teacher head0.284
Teacher spread0.273 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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