Biogeography of Black Mold Aspergillus niger: Global Situation and Future Perspective under Several Climate Change Scenarios Using MaxEnt Modeling
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Date
2022-10
Journal Title
Journal ISSN
Volume Title
Type
Article
Publisher
Multidisciplinary Digital Publishing Institute (MDPI)
Series Info
Diversity;2022, 14, 845.
Scientific Journal Rankings
Abstract
Climate change impacts represent one of the most important ecological and medical
issues during this century. Several fungal species will change their distribution through space and
time as a response to climate changes. This will rearrange many fungal diseases throughout the
world. One of the most important and very common fungi is the black mold Aspergillus niger. The
COVID-19 pandemic reforms the way in which mycologists think about this fungus as an emerging
healthy issue. Through this work, about one thousand records of Aspergillus niger were used to
model its current and future global distribution using 19 bioclimatic variables under several climate
change scenarios. Maximum entropy implemented in Maxent was chosen as the modeling tool,
especially with its accuracy and reliability over the other modeling techniques. The annual mean
temperature (bio 1) forms the most contributed climatological parameter to black mold distribution.
The produced current distribution model came compatible with the real distribution of the species
with a cosmopolitan range. The rise of temperature due to global warming will form a limitation to
Aspergillus niger through several parts of its range. The generated maps of the future status of this
fungus under two different RCPs for 2050 and 2070, indicate several parts that become free from
black mold due to temperature limitations. The present results need more intensive future evaluation
using data science and GIS, especially on a local scale including more ecological parameters other
than climatological data.
Description
Keywords
GIS, maxent, global warming, climate change, aspergillus, temperature limitations