ArticleScientific data2020
A new global dataset of bioclimatic indicators.
Article in Scientific data, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
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Who cites it
26 citing papers in PubMed.
- Impacts of Global Climate Change on Potential Habitat Distribution and Range Shifts of Semi-Subterranean Rodents.Animals : an open access journal from MDPI · 2026Article
- HU-EnviroGrids: A Gridded Environmental Dataset for Spatial Analysis and Modelling at country scale in Hungary.Scientific data · 2026Article
- Integrating climate scenarios and thermal welfare thresholds to project future heat stress risk in beef cattle.International journal of biometeorology · 2026Article
- Pleiotropy and Facilitation of Local Adaptation in the Silverleaf Sunflower Helianthus argophyllus.Genome biology and evolution · 2026Article
- A new era of bioclimatic extremes in the terrestrial Arctic.Science advances · 2026Article
- The Gut Microbiome of the Goitered Gazelle Enables Plasticity by Responding to Environmental Factors in the Qaidam Basin.Biology · 2026Article
- Climate change triggering shifts in venomous snakes hotspots and snakebite risk in India.Scientific reports · 2025Article
- Niche Competition and Overlapping Area Dynamics of Two Sympatric Ants Jointly Indicate Strong Adaptive and Dispersal Ability of Yellow Crazy Ant (Animals : an open access journal from MDPI · 2025Article
- Suppression of COVID-19 death incidence on open west coasts in the USA.Scientific reports · 2025Article
- Thermal bioclimatic transformations in the coastal regions of Ganges delta: insights from CMIP6 multi-model ensemble.Scientific reports · 2025Article
- Dynamic interplay between niche variation and flight adaptability drove a hundred million years' dispersion in iconic lacewings.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Continuous decline of climate fluctuations in the Kunlun-Pamir Plateau from the perspective of the bioclimatic variables.Scientific reports · 2025Article
- Global Species Diversity Patterns of Polypodiaceae Under Future Climate Changes.Plants (Basel, Switzerland) · 2025Article
- Suitability of paddy cultivation in the Western province of Sri Lanka under different climate change scenarios.PloS one · 2025Article
- Predicting climate-driven shift of the East Mediterranean endemicFrontiers in plant science · 2025Article
- Bioclimatic indicators dataset for the orographically complex Canary Islands archipelago.Scientific data · 2024Article
- Diversity and ecological niche model of malaria vector and non-vector mosquito species in Covè, Ouinhi, and Zangnanado, Southern Benin.Scientific reports · 2024Article
- Habitat suitability of Opuntia ficus-indica (L.) MILL. (CACTACEAE): a comparative temporal evaluation using diverse bio-climatic earth system models and ensemble machine learning approach.Environmental monitoring and assessment · 2024Article
- Connecting the multiple dimensions of global soil fungal diversity.Science advances · 2023Article
- Comparing the Performance of CMCC-BioClimInd and WorldClim Datasets in Predicting Global Invasive Plant Distributions.Biology · 2023Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study presents a new global gridded dataset of bioclimatic indicators at 0.5° by 0.5° resolution for historical and future conditions. The dataset, called CMCC-BioClimInd, provides a set of 35 bioclimatic indices, expressed as mean values over each time interval, derived from post-processing both climate reanalysis for historical period (1960-1999) and an ensemble of 11 bias corrected CMIP5 simulations under two greenhouse gas concentration scenarios for future climate projections along two periods (2040-2079 and 2060-2099). This new dataset complements the availability of spatialized bioclimatic information, crucial aspect in many ecological and environmental wide scale applications and for several disciplines, including forestry, biodiversity conservation, plant and landscape ecology. The data of individual indicators are publicly available for download in the commonly used Network Common Data Form 4 (NetCDF4) format.
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