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New climate velocity algorithm is nearly equivalent to simple species distribution modeling methods

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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/bf00051966openalex-snapshot
DOMAIN: a flexible modelling procedure for mapping potential distributions of plants and animals
inferredcites →https://doi.org/10.1016/b978-0-12-384719-5.00318-xopenalex-snapshot
Species Distribution Modeling
inferredcites →https://doi.org/10.1038/nature08649openalex-snapshot
The velocity of climate change
inferredcites →https://doi.org/10.1038/nature12976openalex-snapshot
Geographical limits to species-range shifts are suggested by climate velocity
inferredcites →https://doi.org/10.1111/gcb.12736openalex-snapshot
Velocity of climate change algorithms for guiding conservation and management
inferredcites →https://doi.org/10.1890/11-0826.1openalex-snapshot
Cross‐validation of species distribution models: removing spatial sorting bias and calibration with a null model
inferredcites →https://doi.org/10.2307/2528823openalex-snapshot
A General Coefficient of Similarity and Some of Its Properties

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4809294openalex-extracted
Predicting Extinction Debts for Amphibians in China Due to Deforestation
inferred← citeshttps://doi.org/10.1007/s10531-015-1025-2openalex-snapshot
Analyze causal relations between climatic and biotic velocities using circular statistics so as to inform biodiversity conservation
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2020.140269openalex-snapshot
Niche divergence of evolutionarily significant units with implications for repopulation programs of the world's largest amphibians
inferred← citeshttps://doi.org/10.1016/j.tree.2018.03.009openalex-snapshot
Climate Velocity Can Inform Conservation in a Warming World
inferred← citeshttps://doi.org/10.1038/s41598-025-32377-0openalex-snapshot
Comparing ecological relevance of climate velocity indices
inferred← citeshttps://doi.org/10.1111/ddi.12508openalex-snapshot
Assessing the effectiveness of China's protected areas to conserve current and future amphibian diversity
inferred← citeshttps://doi.org/10.1111/ecog.01998openalex-snapshot
Climate refugia and migration requirements in complex landscapes
inferred← citeshttps://doi.org/10.7939/r34f1mz1fopenalex-snapshot
Amphibian distributions and extinction risk in China under climate and land use change
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