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Species richness, hotspots, and the scale dependence of range maps in ecology and conservation

https://doi.org/10.1073/pnas.0704469104
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What this work says

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

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Influence of scale on conservation priority setting – a test on African mammals
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Biodiversity hotspots for conservation priorities
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Effectiveness of the global protected area network in representing species diversity
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Global hotspots of species richness are not congruent with endemism or threat
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Global tests of biodiversity concordance and the importance of endemism
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Global distribution and conservation of rare and threatened vertebrates
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Source pool geometry and the assembly of continental avifaunas
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Global mammal distributions, biodiversity hotspots, and conservation
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Multiscale assessment of patterns of avian species richness
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The Effect of Energy and Seasonality on Avian Species Richness and Community Composition
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A Globally Consistent Richness‐Climate Relationship for Angiosperms
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The Structure and Dynamics of Geographic Ranges
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Environmental and historical constraints on global patterns of amphibian richness
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A null model for species richness gradients: bounded range overlap of butterflies and other rainforest endemics in Madagascar
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Broad‐scale patterns of body size in squamate reptiles of Europe and North America
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Post‐Eocene climate change, niche conservatism, and the latitudinal diversity gradient of New World birds
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The role of spatial scale and the perception of large‐scale species‐richness patterns
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Disparity between range map‐ and survey‐based analyses of species richness: patterns, processes and implications
inferredcites →https://doi.org/10.1111/j.1461-0248.2005.00763.xopenalex-snapshot
Environmental and geometric constraints on Indo‐Pacific coral reef biodiversity
inferredcites →https://doi.org/10.1111/j.1466-822x.2006.00240.xopenalex-snapshot
Species richness, area and climate correlates
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A comparison of methods for mapping species ranges and species richness
inferredcites →https://doi.org/10.1111/j.1466-8238.2006.00257.xopenalex-snapshot
A comparison of methods for mapping species ranges and species richness
inferredcites →https://doi.org/10.1126/science.1114015openalex-snapshot
Global Mammal Conservation: What Must We Manage?
inferredcites →https://doi.org/10.1126/science.1127609openalex-snapshot
Global Biodiversity Conservation Priorities
inferredcites →https://doi.org/10.1126/science.291.5513.2616openalex-snapshot
Conservation Conflicts Across Africa
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Projected Impacts of Climate and Land-Use Change on the Global Diversity of Birds
inferredcites →https://doi.org/10.1641/0006-3568(2004)054[1101:mmotbf]2.0.co;2openalex-snapshot
Mapping More of Terrestrial Biodiversity for Global Conservation Assessment
inferredcites →https://doi.org/10.1890/0012-9658(2002)083[0047:srlass]2.0.co;2openalex-snapshot
SPECIES RICHNESS, LATITUDE, AND SCALE-SENSITIVITY
inferredcites →https://doi.org/10.1890/03-8006openalex-snapshot
ENERGY, WATER, AND BROAD-SCALE GEOGRAPHIC PATTERNS OF SPECIES RICHNESS
inferredcites →https://doi.org/10.1890/1051-0761(2006)016[1660:rnborh]2.0.co;2openalex-snapshot
RESERVE NETWORKS BASED ON RICHNESS HOTSPOTS AND REPRESENTATION VARY WITH SCALE
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Areography. Geographical Strategies of Species.
inferredcites →https://doi.org/10.2307/2845991openalex-snapshot
Geography of Mammal Diversity and Searching for Ways to Predict Global Changes in Biodiversity

What points at this work

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

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Climate and landscape explain richness patterns depending on the type of species’ distribution data
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The influence of the number and distribution of background points in presence-background species distribution models
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Interregional flows of multiple ecosystem services through global trade in wild species
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Life-cycle impacts of wind energy development on bird diversity in Norway
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BILBI: Supporting global biodiversity assessment through high-resolution macroecological modelling
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Using key biodiversity areas to guide effective expansion of the global protected area network
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First assessment of pteridophytes’ composition and conservation status in Myanmar
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Using geolocator tracking data and ringing archives to validate citizen-science based seasonal predictions of bird distribution in a data-poor region
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Temporal matching of occurrence localities and forest cover data helps improve range estimates and predict climate change vulnerabilities
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Using an integrative mapping approach to identify the distribution range and conservation needs of a large threatened mammal, the Asiatic black bear, in China
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Is the delineation of range maps useful for monitoring Asian bears?
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Potential distribution of threatened maples in China under climate change: Implications for conservation
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Spatial patterns and hotspots of plant invasion in China
inferred← citeshttps://doi.org/10.1016/j.gecco.2024.e03226openalex-snapshot
A continental-wide decline of occupancy and diversity in five Neotropical carnivores
inferred← citeshttps://doi.org/10.1016/j.geosus.2024.100252openalex-snapshot
Spatial mismatch between in-situ conservation and diversity hotspots of Chinese native useful vascular plants
inferred← citeshttps://doi.org/10.1016/j.gloenvcha.2020.102051openalex-snapshot
Quantifying interregional flows of multiple ecosystem services – A case study for Germany
inferred← citeshttps://doi.org/10.1016/j.isci.2021.102239openalex-snapshot
Spatial phylogenetics of butterflies in relation to environmental drivers and angiosperm diversity across North America
inferred← citeshttps://doi.org/10.1016/j.jenvman.2018.11.086openalex-snapshot
Conservation gaps and priorities in the Tropical Andes biodiversity hotspot: Implications for the expansion of protected areas
inferred← citeshttps://doi.org/10.1016/j.jtbi.2015.11.005openalex-snapshot
Exploring the effect of the spatial scale of fishery management
inferred← citeshttps://doi.org/10.1016/j.mambio.2016.10.002openalex-snapshot
Describing habitat suitability of bobcats (Lynx rufus) using several sources of information obtained at multiple spatial scales
inferred← citeshttps://doi.org/10.1016/j.marenvres.2025.107122openalex-snapshot
Rapid surveying of benthopelagic ecosystems with a towed mini-ROV
inferred← citeshttps://doi.org/10.1016/j.marpol.2014.07.002openalex-snapshot
The potential of trait-based approaches to contribute to marine conservation
inferred← citeshttps://doi.org/10.1016/j.ncon.2016.07.001openalex-snapshot
Range maps and checklists provide similar estimates of taxonomic and phylogenetic alpha diversity, but less so for beta diversity, of Brazilian Atlantic Forest anurans
inferred← citeshttps://doi.org/10.1016/j.pecon.2021.08.002openalex-snapshot
Environmental diversity as a reliable surrogacy strategy of marine biodiversity: A case study of marine mammals
inferred← citeshttps://doi.org/10.1016/j.pecon.2022.08.005openalex-snapshot
The agony of choice: Species richness and range size in the determination of hotspots for the conservation of phyllostomid bats
inferred← citeshttps://doi.org/10.1016/j.rse.2018.12.009openalex-snapshot
The Dynamic Habitat Indices (DHIs) from MODIS and global biodiversity
inferred← citeshttps://doi.org/10.1016/j.rse.2019.111306openalex-snapshot
Tropical bird species richness is strongly associated with patterns of primary productivity captured by the Dynamic Habitat Indices
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2018.06.103openalex-snapshot
A conservation decision-making framework based on ecosystem service hotspot and interaction analyses on multiple scales
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2021.150048openalex-snapshot
Biodiversity and ecosystem services mapping: Can it reconcile urban and protected area planning?
inferred← citeshttps://doi.org/10.1016/j.tree.2011.08.001openalex-snapshot
Raising the bar for systematic conservation planning
inferred← citeshttps://doi.org/10.1016/j.tree.2011.09.007openalex-snapshot
Integrating biodiversity distribution knowledge: toward a global map of life
inferred← citeshttps://doi.org/10.1016/j.tree.2023.01.003openalex-snapshot
Scale-sensitivity in the measurement and interpretation of environmental niches
inferred← citeshttps://doi.org/10.1016/j.ympev.2009.10.027openalex-snapshot
Are lowland rainforests really evolutionary museums? Phylogeography of the green hylia (Hylia prasina) in the Afrotropics
inferred← citeshttps://doi.org/10.1016/j.ympev.2014.04.023openalex-snapshot
What’s missing from avian global diversification analyses?
inferred← citeshttps://doi.org/10.1017/9781139680363.008openalex-snapshot
Macroecological Patterns in Forest Bird Diversity in Europe
inferred← citeshttps://doi.org/10.1017/9781316662021.015openalex-snapshot
The Effect of Climate Change on the Distribution of the GeneraColobusandCercopithecus
inferred← citeshttps://doi.org/10.1017/s0016756825100502openalex-snapshot
Past and present biodiversity correlates with spatial environmental gradient
inferred← citeshttps://doi.org/10.1017/s0030605308001129openalex-snapshot
Conservation planning: a macroecological approach using the endemic terrestrial vertebrates of the Brazilian Cerrado
inferred← citeshttps://doi.org/10.1021/acs.est.6c01834openalex-snapshot
Revealing Hidden Biodiversity Footprints Embedded in Global Mining Supply Chains
inferred← citeshttps://doi.org/10.1029/2022ef003162openalex-snapshot
Future Increase in Aridity Drives Abrupt Biodiversity Loss Among Terrestrial Vertebrate Species
inferred← citeshttps://doi.org/10.1038/nature10650openalex-snapshot
Additive threats from pathogens, climate and land-use change for global amphibian diversity
inferred← citeshttps://doi.org/10.1038/nature11226openalex-snapshot
Universal species–area and endemics–area relationships at continental scales
inferred← citeshttps://doi.org/10.1038/nature14032openalex-snapshot
Global protected area expansion is compromised by projected land-use and parochialism
inferred← citeshttps://doi.org/10.1038/nature22368openalex-snapshot
Large conservation gains possible for global biodiversity facets
inferred← citeshttps://doi.org/10.1038/nature23285openalex-snapshot
Global forest loss disproportionately erodes biodiversity in intact landscapes
inferred← citeshttps://doi.org/10.1038/nature25794openalex-snapshot
Global elevational diversity and diversification of birds
inferred← citeshttps://doi.org/10.1038/ncomms4899openalex-snapshot
Global meta-analysis reveals low consistency of biodiversity congruence relationships
inferred← citeshttps://doi.org/10.1038/ncomms9221openalex-snapshot
Global priorities for an effective information basis of biodiversity distributions
inferred← citeshttps://doi.org/10.1038/s41467-018-05126-3openalex-snapshot
Prioritizing phylogenetic diversity captures functional diversity unreliably
inferred← citeshttps://doi.org/10.1038/s41467-019-09519-wopenalex-snapshot
Uncertainty in ensembles of global biodiversity scenarios
inferred← citeshttps://doi.org/10.1038/s41467-019-10253-6openalex-snapshot
Regional influences on community structure across the tropical-temperate divide
inferred← citeshttps://doi.org/10.1038/s41467-019-10775-zopenalex-snapshot
Global impacts of future cropland expansion and intensification on agricultural markets and biodiversity
inferred← citeshttps://doi.org/10.1038/s41467-019-13164-8openalex-snapshot
A meta-analysis of global fungal distribution reveals climate-driven patterns
inferred← citeshttps://doi.org/10.1038/s41467-020-14409-7openalex-snapshot
Global determinants of freshwater and marine fish genetic diversity
inferred← citeshttps://doi.org/10.1038/s41467-020-15921-6openalex-snapshot
Endemism patterns are scale dependent
inferred← citeshttps://doi.org/10.1038/s41467-020-16410-6openalex-snapshot
Global priorities for conservation of reptilian phylogenetic diversity in the face of human impacts
inferred← citeshttps://doi.org/10.1038/s41467-021-22693-0openalex-snapshot
Distance to native climatic niche margins explains establishment success of alien mammals
inferred← citeshttps://doi.org/10.1038/s41467-022-31595-8openalex-snapshot
Late quaternary biotic homogenization of North American mammalian faunas
inferred← citeshttps://doi.org/10.1038/s41467-023-43445-2openalex-snapshot
Undiscovered bird extinctions obscure the true magnitude of human-driven extinction waves
inferred← citeshttps://doi.org/10.1038/s41467-023-43832-9openalex-snapshot
Mapping the planet’s critical areas for biodiversity and nature’s contributions to people
inferred← citeshttps://doi.org/10.1038/s41467-024-49736-6openalex-snapshot
Temporal dynamics of climate change exposure and opportunities for global marine biodiversity
inferred← citeshttps://doi.org/10.1038/s41467-025-61477-8openalex-snapshot
Global increase in the endemism of birds from north to south
inferred← citeshttps://doi.org/10.1038/s41467-026-73229-3openalex-snapshot
Limiting future warming reduces drought exposure for terrestrial vertebrates
inferred← citeshttps://doi.org/10.1038/s41467-026-77135-6openalex-snapshot
Canopy functional composition as an indicator of bird traits, taxonomy, and vulnerability in tropical Peruvian forests
inferred← citeshttps://doi.org/10.1038/s41558-018-0312-9openalex-snapshot
Long-distance migratory birds threatened by multiple independent risks from global change
inferred← citeshttps://doi.org/10.1038/s41558-019-0406-zopenalex-snapshot
Global habitat loss and extinction risk of terrestrial vertebrates under future land-use-change scenarios
inferred← citeshttps://doi.org/10.1038/s41559-016-0023openalex-snapshot
Identifying species threat hotspots from global supply chains
inferred← citeshttps://doi.org/10.1038/s41559-017-0089openalex-snapshot
Global determinants of zoogeographical boundaries
inferred← citeshttps://doi.org/10.1038/s41559-017-0234-3openalex-snapshot
Biodiversity at risk under future cropland expansion and intensification
inferred← citeshttps://doi.org/10.1038/s41559-019-0826-1openalex-snapshot
Essential biodiversity variables for mapping and monitoring species populations
inferred← citeshttps://doi.org/10.1038/s41559-021-01528-7openalex-snapshot
Areas of global importance for conserving terrestrial biodiversity, carbon and water
inferred← citeshttps://doi.org/10.1038/s41559-023-02070-4openalex-snapshot
Abrupt expansion of climate change risks for species globally
inferred← citeshttps://doi.org/10.1038/s41559-024-02426-4openalex-snapshot
Climate change may reveal currently unavailable parts of species’ ecological niches
inferred← citeshttps://doi.org/10.1038/s41559-025-02664-0openalex-snapshot
Global hotspots of butterfly diversity are threatened in a warming world
inferred← citeshttps://doi.org/10.1038/s41559-026-03050-0openalex-snapshot
Land vertebrates increasingly exposed to multiple extreme events by 2085
inferred← citeshttps://doi.org/10.1038/s41586-020-2189-9openalex-snapshot
The projected timing of abrupt ecological disruption from climate change
inferred← citeshttps://doi.org/10.1038/s41586-021-03760-4openalex-snapshot
Reply to: Spatial scale and the synchrony of ecological disruption
inferred← citeshttps://doi.org/10.1038/s41586-022-05606-zopenalex-snapshot
Future temperature extremes threaten land vertebrates
inferred← citeshttps://doi.org/10.1038/s41586-023-06577-5openalex-snapshot
The geography of climate and the global patterns of species diversity
inferred← citeshttps://doi.org/10.1038/s41597-020-00599-8openalex-snapshot
A global map of terrestrial habitat types
inferred← citeshttps://doi.org/10.1038/s41597-022-01233-5openalex-snapshot
Native range estimates for red-listed vascular plants
inferred← citeshttps://doi.org/10.1038/s41597-024-03845-5openalex-snapshot
Range maps and waterbody occupancy data for 1158 freshwater macroinvertebrate genera in the contiguous USA
inferred← citeshttps://doi.org/10.1038/s41597-025-06130-1openalex-snapshot
Global dataset for realized thermal and aridity niche limits for terrestrial vertebrates
inferred← citeshttps://doi.org/10.1038/s41598-017-09863-1openalex-snapshot
Spatial multi-scale relationships of ecosystem services: A case study using a geostatistical methodology
inferred← citeshttps://doi.org/10.1038/s41598-017-10772-6openalex-snapshot
Humans and climate change drove the Holocene decline of the brown bear
inferred← citeshttps://doi.org/10.1038/s41598-017-14978-6openalex-snapshot
Usefulness and limitations of sample pooling for environmental DNA metabarcoding of freshwater fish communities
inferred← citeshttps://doi.org/10.1038/s41598-020-79074-8openalex-snapshot
Multiple forms of hotspots of tetrapod biodiversity and the challenges of open-access data scarcity
inferred← citeshttps://doi.org/10.1038/s41598-021-96047-7openalex-snapshot
Predicting species distributions and community composition using satellite remote sensing predictors
inferred← citeshttps://doi.org/10.1038/s41598-023-39637-xopenalex-snapshot
Interannual climate variability improves niche estimates for ectothermic but not endothermic species
inferred← citeshttps://doi.org/10.1038/s42003-022-03573-9openalex-snapshot
Biodiversity mediates ecosystem sensitivity to climate variability
inferred← citeshttps://doi.org/10.1038/s43247-025-03166-4openalex-snapshot
Environmental variability shapes biodiversity and protected area priorities in Canada
inferred← citeshttps://doi.org/10.1038/s44185-023-00027-1openalex-snapshot
Global shortfalls of knowledge on anuran tadpoles
inferred← citeshttps://doi.org/10.1038/sdata.2018.40openalex-snapshot
A suite of global, cross-scale topographic variables for environmental and biodiversity modeling
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