Seven shortfalls that beset large-scale knowledge of biodiversity

J Hortal, F de Bello, JAF Diniz-Filho… - Annual review of …, 2015 - annualreviews.org
Ecologists and evolutionary biologists are increasingly using big-data approaches to tackle
questions at large spatial, taxonomic, and temporal scales. However, despite recent efforts …

Multidimensional biases, gaps and uncertainties in global plant occurrence information

C Meyer, P Weigelt, H Kreft - Ecology letters, 2016 - Wiley Online Library
Plants are a hyperdiverse clade that plays a key role in maintaining ecological and
evolutionary processes as well as human livelihoods. Biases, gaps and uncertainties in …

A standard protocol for reporting species distribution models

D Zurell, J Franklin, C König, PJ Bouchet… - …, 2020 - Wiley Online Library
Species distribution models (SDMs) constitute the most common class of models across
ecology, evolution and conservation. The advent of ready‐to‐use software packages and …

[HTML][HTML] Global priorities for an effective information basis of biodiversity distributions

C Meyer, H Kreft, R Guralnick, W Jetz - Nature communications, 2015 - nature.com
Gaps in digital accessible information (DAI) on species distributions hamper prospects of
safeguarding biodiversity and ecosystem services, and addressing central ecological and …

Climate refugia: joint inference from fossil records, species distribution models and phylogeography

DG Gavin, MC Fitzpatrick, PF Gugger… - New …, 2014 - Wiley Online Library
Climate refugia, locations where taxa survive periods of regionally adverse climate, are
thought to be critical for maintaining biodiversity through the glacial–interglacial climate …

MaxEnt brings comparable results when the input data are being completed; Model parameterization of four species distribution models

M Ahmadi, MR Hemami, M Kaboli… - Ecology and …, 2023 - Wiley Online Library
Species distribution models (SDMs) are practical tools to assess the habitat suitability of
species with numerous applications in environmental management and conservation …

Climate change vulnerability assessment of species

WB Foden, BE Young, HR Akçakaya… - Wiley …, 2019 - Wiley Online Library
Assessing species' vulnerability to climate change is a prerequisite for develo** effective
strategies to conserve them. The last three decades have seen exponential growth in the …

Stacking species distribution models and adjusting bias by linking them to macroecological models

JM Calabrese, G Certain, C Kraan… - Global Ecology and …, 2014 - Wiley Online Library
Aim Species distribution models (SDM s) are common tools in biogeography and
conservation ecology. It has been repeatedly claimed that aggregated (stacked) SDM s (S …

Optimising occurrence data in species distribution models: sample size, positional uncertainty, and sampling bias matter

V Moudrý, M Bazzichetto, R Remelgado… - …, 2024 - Wiley Online Library
Species distribution models (SDMs) have proven valuable in filling gaps in our knowledge of
species occurrences. However, despite their broad applicability, SDMs exhibit critical …

Species distribution modeling for machine learning practitioners: A review

S Beery, E Cole, J Parker, P Perona… - Proceedings of the 4th …, 2021 - dl.acm.org
Conservation science depends on an accurate understanding of what's happening in a
given ecosystem. How many species live there? What is the makeup of the population? How …